Yuchen Jin

[RFC] Relax Upstreaming

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This RFC proposes to upstream the core foundation of Relax including its IR, compilation flow, and runtime, to address the critical needs identified by the TVM community, and enable a...

[Discuss][IR] Relax PrimValue

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This is a draft proposal to show high-level ideas about supporting constant POD (plain-old-data) values (e.g., int, float, bool) in Relax IR. Relax has first-class support of interacting with TVM...

[DEVELOPMENT] Control flow and LSTM demo milestones

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- [x] Lambda lift pass - [x] Support closure - [x] Add `relax.while_loop` similar to the current `relay.while_loop` (functional through recursion) - [x] TensorArray support: enable opaque Object type and...

This thread outlines the list of type and shape invariants in Relax, and hopes to generate discussions about checked_type_ of `call_packed`, introducing `ObjectType`, and adding `ret_shape` to `relax::Function`. ## General...

- [x] Call external packed function (e.g., cudnn) - [x] Minimum build - [ ] Annotate and rewrite cc @ZihengJiang

[ROADMAP] Milestones

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## Functionality and Robustness - [x] M0: relax lowest form ⇒ VM - [x] M0b: IRBuilder/mutator interface initial finalization - [x] M0c: build mixed TIR/Relax IRModule - [x] M1: MVP...