[GitHub] [tvm] mbaret opened a new issue #9429: [Tracking Issue] Arm(R) Ethos(TM)-U Cascading Scheduler

[GitBox <gi...@apache.org>]

mbaret opened a new issue #9429:
URL: https://github.com/apache/tvm/issues/9429


   RFC PR: https://github.com/apache/tvm-rfcs/pull/37
   
   ### This issue is to track progress for the Arm(R) Ethos(TM)-U Cascading Scheduler
   - [ ] P1. Add analysis infrastructure for data dependencies between stripes/operators using affine transforms (StripeConfig/Propagator). [PR pending]
   - [ ] P2a. Add CascaderGraph to store graph-level information needed by the cascading algorithms (CascaderGraph, Part, Tensor). [PR pending]
   - [ ] P2b. Create CascaderGraph from TE graph (including initial Part support for Ethos-U conv2d and 'inline'). [PR pending]
   - [ ] P2c. Add performance heuristics to Ethos-U Parts. [PR pending]
   - [ ] P2d. Add further Ethos-U Parts (depthwise/pooling/binary elementwise). [PR pending]
   - [ ] P3. Plan generation algorithm and associated data structures (Plan/TensorConfig). [PR pending]
   - [ ] P4. Proposal generation algorithm and associated data structures (Proposal). [PR pending]
   - [ ] P5. Convert Proposals to TE Schedules. [PR pending]
   - [ ] P6. Integrate with Ethos-U codegen. [PR pending]
   


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