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PyTorch

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The library most research and a large share of production code is written in. Documentation and tutorials are free and continuously maintained.

pytorch.org

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PyTorch documentation

The reference for autograd, dtypes, memory behaviour and determinism. The place where questions about reproducibility actually get settled.

The place where questions about determinism and memory behaviour actually get settled.

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PyTorch tutorials

The official guides, from a first tensor operation to distributed training. Short, runnable and continuously updated.

For getting into the library most research is written in.

AI OPERATING PLATFORM

You don't have to know all of this yourself.

This wiki explains what needs doing. The LumeSec platform does it: it brings together what your AI systems are doing, holds them inside the agreed limits, and records the evidence as it goes.

See the platform
  • CorrelateOne picture of what your systems are actually doing.
  • ContainThe agreed limits hold at runtime, not just on paper.
  • AttestEvidence accrues in operation, not the week before an audit.
PyTorch