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DaCe 0.9

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@tbennun tbennun released this 22 Oct 23:18

What's New

  • NumPy syntax for Python: Wrap Python functions that work on numpy arrays with @dace.program and create SDFGs from implicit dataflow.
  • DIODE 2.0: DIODE has been reworked to operate in the browser, and works natively on Windows. Note that it is currently experimental, and some features may cause errors. We are happy to fix bugs if you find and report issues!
  • Standalone SDFG renderer (SDFV) and improved Jupyter support: Contextual, optimized SDFG drawing with collapsible scopes (double-click a map, a state, or a nested SDFG). Fully integrated into Jupyter notebooks.
  • Transformations: Improvements to scalability of subgraph pattern matching and memlet propagation.
  • Improvements to the TensorFlow frontend.
  • Many minor bug fixes and several API improvements.