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Posted to dev@tvm.apache.org by ysh329 <no...@github.com.INVALID> on 2024/03/14 15:04:03 UTC
[apache/tvm] Features Discussion before Next Release (Issue #16719)
> Hi all, based on our quarterly release schedule, next release is coming on April. The next **release is the first version based on Unity branch**.
As is known to all, the Unity branch owns our all features about LLM. **The next release is vital for downstream companies, especially depended on TVM, whatever software or hardware companies**.
Enable those software or hardware companies to have ability using large language model. Advance the democratization of AI.
Thus, it's necessary to discuss required features:
- These features will be the highlight of the release, attracting downstream companies or users to switch to this new version.
- Besides, bugs should be considered, especially those obstacle new and core features.
I hope we can **list required highlight features and bugs needed to be fixed before release**.
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Re: [apache/tvm] Features Discussion before Next Release v0.16.0 (Issue #16719)
Posted by ysh329 <no...@github.com.INVALID>.
Closed #16719 as completed.
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Re: [apache/tvm] Features Discussion before Next Release (Issue #16719)
Posted by ysh329 <no...@github.com.INVALID>.
Currently, I found two bugs may need more attention:
- Bug about CI: It seems that there are still a few test cases that need to be fixed to ensure that our CI can be fully functional, so that downstream companies or users can use it more safely:
1. https://github.com/apache/tvm/issues/16633.
- Bug about RPC: RPC as a core function has always been there, this bug may impact user's debug etc.
1. https://github.com/apache/tvm/issues/16707.
Thus, I hope these issues above can be fixed.
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Hope anyone can proposal other required feature or issues soon as possible before release.
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Re: [apache/tvm] Features Discussion before Next Release v0.16.0 (Issue #16719)
Posted by ysh329 <no...@github.com.INVALID>.
Closed without obstacling [release v0.16.0](https://github.com/apache/tvm/issues/16857).
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Re: [apache/tvm] Features Discussion before Next Release (Issue #16719)
Posted by Tianqi Chen <no...@github.com.INVALID>.
On the TVM unity side, we can say
- First support of relax, with dynamic shape and pipeline
- dlight module for optimizing LLM TIR workloads on GPU
- disco module for initial SPMD multi-GPU support
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Re: [apache/tvm] Features Discussion before Next Release (Issue #16719)
Posted by ysh329 <no...@github.com.INVALID>.
> On the TVM unity side, we can say
>
> * First support of relax, with dynamic shape and pipeline
> * dlight module for optimizing LLM TIR workloads on GPU
> * disco module for initial SPMD multi-GPU support
Great! These points can be highlighted.
I'm thinking whether having any other PRs (about** big feature and bug issues**), which **have not been merged or not beed fixed yet** but **required** by other users or downstream companies.
Hope these users can propose these features or bug issues in advance before release schedue begins. Because, these **required items** maybe merge or cherry-picked **during release, or delay release**.
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