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First release

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@mkshah5 mkshah5 released this 10 Nov 23:42
· 7 commits to main since this release

First release of CompressNN:

  • Supports compression of intermediate activations in torch.nn.Module networks that are batch size-dependent
  • Support for compression configuration JSON files to specify which activations are compressed and what their compression configuration is
  • cuSZp and CPU-offloading are two primary memory management schemes