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SparseZoo v1.5.0
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@jeanniefinks jeanniefinks released this 07 Jun 05:34
· 2 commits to release/1.5 since this release
v1.5.0
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Learn about vigilant mode.

New Features:

  • SparseZoo V2 UI and backend which includes better performance and user experience for discovering and using models and recipes
  • SparseZoo Additions:
    • YOLOv5 and YOLOv5p6 additional sparsified models (view)
    • YOLOv8 baseline and sparsified models (view)
    • oBERTa NLP baseline and sparsified models (view)
    • RoBERTa NLP baseline and sparsified models (view)
  • sparsezoo.analyze CLI to enable easy analysis of ONNX models including performance and sparsity metrics (#263) (#281)
  • sparsezoo.deployment_package CLI to enable easy packaging of models from the SparseZoo for deployments (#261)
  • Product usage analytics tracking; to disable, run the command export NM_DISABLE_ANALYTICS=True (#287)

Changes:

  • ModelAnalysis.from_onnx(...) updated to accept ModelProto objects rather than just ONNX files. (#253)

Resolved Issues:

  • None

Known Issues:

  • If running on a system with no internet access, SparseZoo, SparseML, and DeepSparse CLIs/APIs are crashing. Hotfix forthcoming.
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