点击上方“Deephub Imba”,关注公众号,好文章不错过 !深度学习模型参数量和训练数据集的爆炸式增长，以 Llama 3.1 为例：4050 亿参数、15.6 万亿 token 的训练量，如果仅靠单 GPU可能需要数百年才能跑完，或者根本无法加载模型。并行计算（Parallelism）通过将训练任务分发到多个 ...

When using the PyTorch neural network library to create a machine learning prediction model, you must prepare the training data and write code to serve up the data in batches. In situations where the ...

Hybrid cloud data management firm Cloudian Inc. today announced the availability of its new PyTorch connector with Remote Direct Memory Access support that delivers erformance improvements for ...

Researchers have discovered a critical flaw in PyTorch’s distributed RPC system, allowing attackers to execute arbitrary commands on the OS and steal AI training data. Popular machine learning ...