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torch-mlir/docs/roadmaps/2021Q4.md

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2021Q4 Roadmap

NOTE: Under construction. Feedback from the Torch-MLIR RFC is expected to influence this!

  1. Demonstrate viability of our solutions on industry-standard workloads:
    • {inference, training} x {BERT-L, MaskRCNN, ResNet50}
  2. One industry partner migrates (or begins to migrate) to Torch-MLIR for an e2e flow on their critical path.
  3. Torch-MLIR is seen/accepted as an "off the shelf" solution for Torch/MLIR interop. This specifically covers "softer" / "quasi-technical" aspects of the project, such as community outreach/recognition, build system integration, testing, CI, packaging, documentation.