[Apache TVM Discuss] [Development] [DISCUSS] TVM Unity Transition Docs Refactor

2024-02-01 Thread Steven S. Lyubomirsky via Apache TVM Discuss
Nightly or less-frequent runs make sense for docs, since nothing will be "on fire" if a tutorial breaks (though they should still be fixed). --- [Visit Topic](https://discuss.tvm.apache.org/t/discuss-tvm-unity-transition-docs-refactor/16325/12) to respond. You are receiving this because

[Apache TVM Discuss] [Development] [DISCUSS] TVM Core Strategy for Operator Scheduling and Tuning

2024-02-01 Thread tqchen via Apache TVM Discuss
## Background This doc aims to discuss how we should do operator scheduling(and optionally tuning) following the [TVM Core strategy for emerging needs](https://discuss.tvm.apache.org/t/discuss-tvm-core-strategy-for-emerging-needs/15751). Operator scheduling refers to the phase where we take h

[Apache TVM Discuss] [Development] [DISCUSS] TVM Unity Transition Docs Refactor

2024-02-01 Thread tqchen via Apache TVM Discuss
in the past we use sphinx gallery to generate the notebooks. one balance to play is that a lot of the notebooks are intergations that takes longer time to run. Ideally we should bring some of them to separate pipeline that triggers independently, or run as a nightly where the errors get covere

Re: [apache/tvm-rfcs] [RFC] Scalable Matrix Extension enablement (PR #107)

2024-02-01 Thread Tianqi Chen
I like how we can leverage tensorization and keep most things within the existing infrastructure. Would love to see how we can align some of the scheduling support towards IRModule=>IRModule transformation in dlight style mechanisms, so we can get even better composability. I take sometime to w