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meta tensor

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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Experiment with Billion-Parameter Models Faster using DeepSpeed and Meta Tensors

#artificialintelligenceApr-19-2022, 15:29:29 GMT

Imagine a situation where you want to know the output shape from an operation. Typically, you would run the operation and check the size of the tensor after. With Meta Tensors, you don't have to compute the output to find the answer. Meta Tensors are just like normal tensors, except they have no data. In PyTorch meta is a device.

artificial intelligence, machine learning, meta tensor, (12 more...)

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Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.42)

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