nccl

「nccl」的意思

abbr. (英国)全国公民自由理事会(National Council for Civil Lib...

National Council for Civil Liberties (英国)全国公民自由理事会

「nccl」的用法

ncclNVIDIA Collective Communications Library - 用于高性能计算中的通信库

「nccl」的例句

NCCL is used for efficient communication between GPUs.

NCCL 用于在 GPU 之间进行高效的通信。

The library supports various collective operations like allreduce and broadcast.

该库支持各种集体操作,如 allreduce 和 broadcast。

NCCL is essential for large-scale machine learning models.

NCCL 对大规模机器学习模型至关重要。

It optimizes communication to reduce the overall training time.

它优化了通信以减少整体训练时间。

NCCL is compatible with both CPU and GPU environments.

NCCL 与 CPU 和 GPU 环境兼容。

It is widely used in deep learning frameworks like TensorFlow and PyTorch.

它在深度学习框架如 TensorFlow 和 PyTorch 中广泛使用。

NCCL can handle large datasets and complex models efficiently.

NCCL 能够高效处理大型数据集和复杂模型。

The library provides a high-level API for easy integration into applications.

该库提供了一个高级 API,便于将其集成到应用程序中。

NCCL is designed to be scalable for future hardware advancements.

NCCL 旨在为未来的硬件进步进行扩展。

It supports multi-node and multi-GPU configurations for distributed training.

它支持多节点和多 GPU 配置的分布式训练。

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