Re: [apache/tvm-rfcs] [RFC] Relax Upstreaming (PR #89)

2022-10-03 Thread Tianqi Chen
Thanks everyone for discussions so far. There are a lot of conversations around the clarifications and issues being answered. Two of the main concern being raised so far seems to be: - rationales and alternatives. - overall scope and execution In this case, @YuchenJin have: - Updated the RFC w

Re: [apache/tvm-rfcs] [RFC] Relax Upstreaming (PR #89)

2022-10-03 Thread Ziheng Jiang
Thanks @YuchenJin for updating this RFC! >From the use-cases that I have observed in my experience, the symbolic shape >capabilities allows TVM to handle dynamic workloads that cannot be handled in >other frameworks and get more widely adopted. And we can quickly enable >iterations of unity co

Re: [apache/tvm-rfcs] [RFC] Relax Upstreaming (PR #89)

2022-10-03 Thread Zhao Wu
Based on our experience at NIO, dynamic shape support in Relax is **extremely** important for us. In fact, we have done many things on Relay trying to cover dynamic shape support on our user cases, however lack of first class support for symbolic dynamic shape still constraint us some ops / patt

Re: [apache/tvm] [VOTE] Establish TVM Unity Connection Technical Strategy (Issue #12651)

2022-10-03 Thread Zhao Wu
+1 (binding) -- Reply to this email directly or view it on GitHub: https://github.com/apache/tvm/issues/12651#issuecomment-1266327470 You are receiving this because you commented. Message ID:

Re: [apache/tvm-rfcs] [RFC] Relax Upstreaming (PR #89)

2022-10-03 Thread Cody Yu
In addition to the use cases and experience I've mentioned previously, I want to further highlight that symbolic shape support becomes even more important in these months, mainly due to the requirements of deploying decoder models (e.g., GPT). Since the text generation process is a natural dynam

[apache/tvm] [DRAFT] TVM v0.10.0.rc0 Release Candidate Notes (Issue #12979)

2022-10-03 Thread AndrewZhaoLuo
### adreno * #12537, #12286, #11878 ### aot * #12550, #12182, #11876 ### autotvm * #12685, #12521 ### byoc * #12353, #12320, #12151, #12105, #12086, #12078, #11993, #11981, #12006, #12002, #11822, #11979, #11770 ### ci / testing * #12778, #12695, #12773, #12534, #12663, #12473, #12361, #1