[Apache TVM Discuss] [Development] AXIS_SEPARATOR in Relax Tensor

2023-07-26 Thread abhikran-quic via Apache TVM Discuss
Thank you so much @tqchen @slyubomirsky @sanirudh for your detailed inputs on this! I have some thoughts and questions listed below. I also discussed them with @sanirudh. It would be great if we can address them in the next unity meeting. I'll add this topic to the agenda. 1. Axis separator

[Apache TVM Discuss] [Development] [DISCUSS] TVM Community Strategy for Foundational Models

2023-07-26 Thread tqchen via Apache TVM Discuss
Dear Community: As we all have witnessed in the past half year. The world of AI/ML is evolving rapidly, with the arrival of foundational models: stable diffusion for image generation, whisper for voice recognition, GPT and open LLMs(llama, vicuna, MPT, RedPajama, Falcon). These pipelines enc

[Apache TVM Discuss] [Development] AXIS_SEPARATOR in Relax Tensor

2023-07-26 Thread tqchen via Apache TVM Discuss
for the static memory planning, i think it is not a big issue, since that can happens after we do `FlattenLowAxisSepDimensions `, so memory planner will be able to capture the n-D needs --- [Visit Topic](https://discuss.tvm.apache.org/t/axis-separator-in-relax-tensor/15385/7) to respond.

[Apache TVM Discuss] [Development] AXIS_SEPARATOR in Relax Tensor

2023-07-26 Thread Anirudh via Apache TVM Discuss
Thanks a lot for the detailed explanation @tqchen and @slyubomirsky I understand the concern about modifying the StructInfo. My only thought was to store the logical to physical memory mapping somewhere in Relax, so that when we do static memory planning, we don't just assume 1d allocation, bu

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

2023-07-26 Thread Tianqi Chen
Just another update and gentle reminder, it is great to see unity being developed and used for dynamic shape and emerging usecases One goal of the G1 is to give some time answer question. There are more topics of related interest(some might related to the questions in this thread https://discus

Re: [apache/tvm] [Release] v0.13.0 release schedule (Issue #15134)

2023-07-26 Thread Siyuan Feng
I have Updated Github pre_release to release and also upload to the svn release folder -- Reply to this email directly or view it on GitHub: https://github.com/apache/tvm/issues/15134#issuecomment-1651578205 You are receiving this because you are subscribed to this thread. Message ID:

Re: [apache/tvm] [Release] v0.13.0 release schedule (Issue #15134)

2023-07-26 Thread ysh329
> Hi all, vote passes with #14844, next we'll [upload the binaries to Apache > mirrors and create a new release > TAG](https://tvm.apache.org/docs/contribute/release_process.html#post-the-release) > named v0.13.0 meanwhile remove the pre-release candidate TAG v0.13.0.rc0. > This program needs h