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Posted to dev@tvm.apache.org by xiebaiyuan <no...@github.com.INVALID> on 2021/09/10 08:27:21 UTC

[apache/tvm-rfcs] [RFC][WEB] add web assembly autotvm support (#32)

Add web assembly autotvm support for TVM, 
The related pull request will be pushed soon, which will be finished in a week.
You can view, comment on, or merge this pull request online at:

  https://github.com/apache/tvm-rfcs/pull/32

-- Commit Summary --

  * RPC OF rfcs/0021-add_web_assembly_autotvm.md
  * add more detail in &#39;Reference-level explanation&#39;
  * revise
  * Merge pull request #1 from will-jl944/revise

-- File Changes --

    A rfcs/0021-add_web_assembly_autotvm.md (110)

-- Patch Links --

https://github.com/apache/tvm-rfcs/pull/32.patch
https://github.com/apache/tvm-rfcs/pull/32.diff

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Re: [apache/tvm-rfcs] [RFC][WEB][AUTO TVM]add web assembly autotvm support (#32)

Posted by Tianqi Chen <no...@github.com.INVALID>.

Thanks @xiebaiyuan . 

On the wasm binary pulling. We might be able to reuse 
 the new RPC session constructor(via websocket)  that directly reconstructs from the wasm binary, so file exchange may not be needed https://github.com/apache/tvm/blob/main/web/tests/python/webgpu_rpc_test.py#L59

Would that eliminate the need of directory based exchange?


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Re: [apache/tvm-rfcs] [RFC][WEB][AUTO TVM]add web assembly autotvm support (#32)

Posted by Andrew Reusch <no...@github.com.INVALID>.

hey @xiebaiyuan just combing through old RFCs. are you guys still working on this one?

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Re: [apache/tvm-rfcs] [RFC][WEB][AUTO TVM]add web assembly autotvm support (#32)

Posted by xiebaiyuan <no...@github.com.INVALID>.

@tqchen @junrushao1994 

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Re: [apache/tvm-rfcs] [RFC][WEB][AUTO TVM]add web assembly autotvm support (#32)

Posted by Andrew Reusch <no...@github.com.INVALID>.

hey @xiebaiyuan you might take a look at the microTVM autoTVM infrastructure--it should be reusable for wasm. 
- https://tvm.apache.org/docs/tutorials/micro/micro_autotune.html#sphx-glr-tutorials-micro-micro-autotune-py
- https://github.com/apache/tvm/blob/main/python/tvm/micro/build.py#L67

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Re: [apache/tvm-rfcs] [RFC][WEB][AUTO TVM]add web assembly autotvm support (#32)

Posted by Andrew Reusch <no...@github.com.INVALID>.

Closed #32.

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Re: [apache/tvm-rfcs] [RFC][WEB][AUTO TVM]add web assembly autotvm support (#32)

Posted by xiebaiyuan <no...@github.com.INVALID>.

@tqchen We've thought it over in recent days, and will use websocket to transfer intermediate products. The rfc will be updated in a few days.


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Re: [apache/tvm-rfcs] [RFC][WEB][AUTO TVM]add web assembly autotvm support (#32)

Posted by xiebaiyuan <no...@github.com.INVALID>.

> hey @xiebaiyuan you might take a look at the microTVM autoTVM infrastructure--it should be reusable for wasm.
> 
> * https://tvm.apache.org/docs/tutorials/micro/micro_autotune.html#sphx-glr-tutorials-micro-micro-autotune-py
> * https://github.com/apache/tvm/blob/main/python/tvm/micro/build.py#L67

@areusch  thanks ~~ i will look in it

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Re: [apache/tvm-rfcs] [RFC][WEB][AUTO TVM]add web assembly autotvm support (#32)

Posted by Andrew Reusch <no...@github.com.INVALID>.

closing due to lack of response

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