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Collection of tools for working with and visualizing distributed tensors.

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Helmholtz-AI-Energy/tensorcraft

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Collection of tools for working with and visualizing distributed tensors.

Installation

Only source code installation for now:

pip install -e .[dev,notebook]

Dependencies

Mandatory

  • python >= 3.12
  • torch >= 2.0.0
  • lark
  • matplotlib
  • networkx
  • drawsvg
  • mpi4py

Optional

  • Notebooks
    • ipython
    • ipympl
    • ipyparallel
  • dev
    • pytest
    • coverage
    • hypothesis[numpy] < 6.100
    • nbmake
    • pre-commit
    • python-semenatic-release>=9.0.0

Stack

The stack

Low

Compiler

Dist

Cost

High (Optim)

Redist

Expression

Programm

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Collection of tools for working with and visualizing distributed tensors.

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