Opened 16 months ago

Last modified 3 months ago

#30096 new enhancement

sage.tensor.modules: Add backends using TensorFlow Core, PyTorch, SymPy

Reported by: mkoeppe Owned by:
Priority: major Milestone: sage-9.5
Component: linear algebra Keywords:
Cc: egourgoulhon Merged in:
Authors: Reviewers:
Report Upstream: N/A Work issues:
Branch: Commit:
Dependencies: Stopgaps:

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Description (last modified by mkoeppe)

Tensors from sage.tensor are stored as sage.tensor.modules.Components, which is a dictionary with index tuples as keys.

We propose to create additional backends for numerical coordinate rings:

They provide efficient storage and GPU-accelerated computations for numerical tensors.

For SymPy, see #31946

Change History (4)

comment:1 Changed 15 months ago by mkoeppe

  • Milestone changed from sage-9.2 to sage-9.3

comment:2 Changed 8 months ago by mkoeppe

  • Milestone changed from sage-9.3 to sage-9.4

Setting new milestone based on a cursory review of ticket status, priority, and last modification date.

comment:3 Changed 5 months ago by mkoeppe

  • Description modified (diff)
  • Summary changed from sage.tensor.modules: Add backends using TensorFlow Core and PyTorch to sage.tensor.modules: Add backends using TensorFlow Core, PyTorch, SymPy

comment:4 Changed 3 months ago by mkoeppe

  • Milestone changed from sage-9.4 to sage-9.5
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