manupa-arm opened a new issue #8404: URL: https://github.com/apache/tvm/issues/8404
This is the tracking issue for the changes proposed in the USMP [RFC](https://discuss.tvm.apache.org/t/rfc-unified-static-memory-planning/10099). # Steps - [ ] Introduction and integration of tir.allocate_const (similiar to tir.allocate). The integration would be a refactor of current link-params implementation to lower from tir.allocate_consts. - [ ] <Breakdown PRs TBD> - [ ] Analysis Passes and data structures - [ ] Extract BufferInfo for tir.allocate s with liveness conflicts - [ ] Extract BufferInfo for tir.allocate_const - [ ] Transform Passes with data structurs - [ ] Convert parallel for loops to serial for loops (Optional) - [ ] Replace TIR main and operator PrimFuncs tir.allocate s and tir.allocate_const s with offsets to workspace and parameter buffers. This is run after running a memory planning algorithm on extracted BufferInfo objects. - [ ] Memory Planning Algorithms (with Array<BufferInfo> interface) - [ ] Greedy by Size Algorithm Implementation - [ ] USMP integration to AoT executor codegen - [ ] <Breakdown PRs TBD> -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
