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Posted to commits@tvm.apache.org by GitBox <gi...@apache.org> on 2021/09/10 01:04:51 UTC
[GitHub] [tvm] junrushao1994 opened a new issue #8976: [Release] v0.8 Release Planning
junrushao1994 opened a new issue #8976:
URL: https://github.com/apache/tvm/issues/8976
Thanks to everyone who contributed in the past cycle! I would love to use this thread to plan for the v0.8 release. The community has always been focusing on high quality releases.
One of the major highlights in the past cycle is TensorIR scheduling, the new low-level intermediate representation in the TVM compiler stack, as well as the scheduling primitives implemented along with TensorIR. In the next few days we will be populating the release note in this thread. Most release note content will be derived from our monthly report.
@vinx13 and I will be managing the release, and @icemelon and @yzhliu will mentor us as PMC members.
Please don't hesitate to share your thoughts :-)
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[GitHub] [tvm] junrushao1994 edited a comment on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
junrushao1994 edited a comment on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-953224350
@areusch thanks for asking! sorry I was in vacation by the time of the post. @vinx13 and I are actively drafting a release note, and will cut a release candidate by next Monday (Nov 1, 2021), and will allow an extra week for feedbacks (until Nov 8, 2021). If there is any small commit after Monday that needs to be included in the RC, please let us know in this thread, as long as it's not last minute breaking change
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[GitHub] [tvm] tqchen closed issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
tqchen closed issue #8976:
URL: https://github.com/apache/tvm/issues/8976
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[GitHub] [tvm] jiangjiajun commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
jiangjiajun commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-955121366
Hi, @junrushao1994
I think we could add paddlepaddle frontend as a new feature in the release note of v0.8
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[GitHub] [tvm] Lyken17 commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
Lyken17 commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-962490707
Blocker: Conv2dTranspose currently does not support `groups`. But `groups` is popularly used in recent efficient models and Conv2dTranspose is an important operator in GAN related applications.
* `groups` support: https://github.com/apache/tvm/issues/8182 https://github.com/apache/tvm/pull/8799
* `shape` check: https://github.com/apache/tvm/pull/9465
Will try my best to fix the problem this week.
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[GitHub] [tvm] junrushao1994 commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
junrushao1994 commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-917099126
I wanted to propose as a highlight the TE-level auto-differentiation work, lead by @yzhliu, which unlocks TE-level training capability in the TVM stack
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[GitHub] [tvm] FrozenGene commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
FrozenGene commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-917932363
> Agree with @leandron that we could firstly refer to the items there. Many "initial" features in v0.7 are now stable. For example:
>
> * Initial automatic scheduling support -> stable.
>
> * Initial command line driver interface -> stable.
>
> * Intial Hexagon support -> stable.
>
> * Bring your own codegen (BYOC) support -> now we have several backends.
>
> * [stable] NVIDIA TensorRT, Xilinx Vitis-AI, ARM compute library, ARM Ethos-N, etc.
> * [experimental] TBA.
Does our hexagon support is stable now? I am not sure about it. As I saw we still pull requests actively(like https://github.com/apache/tvm/pull/8986 to support model lauch). I think the status maybe is still not stable. @kparzysz-quic should give more definitive answer
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[GitHub] [tvm] junrushao1994 commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
junrushao1994 commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-956436297
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[GitHub] [tvm] junrushao1994 commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
junrushao1994 commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-958011393
Blocker: We need this bugfix in to address a regression https://github.com/apache/tvm/pull/9421
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[GitHub] [tvm] junrushao1994 commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
junrushao1994 commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-953224350
@areusch thanks for asking! sorry I was in vacation by the time of the post. @vinx13 and I are actively drafting a release note, and will cut a release candidate by next Monday (Nov 1, 2021). If there is any small commit after Monday that needs to be included in the RC, please let us know in this thread, as long as it's not last minute breaking change
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[GitHub] [tvm] Mousius commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
Mousius commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-954666316
@junrushao1994 does this mean that 0.8 will go out with half finished implementations for things, such as library integrations (i.e. CMSIS-NN) and tvmc arguments (tvmc is not yet stable as there's breaking changes incoming)? If the process is just to take `main` and tag it, can we rapidly move to focusing on a 0.9 release with a list of issues as suggested by @areusch so we can work towards stability in a 1.x release.
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[GitHub] [tvm] comaniac commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
comaniac commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-917082951
Agree with @leandron that we could firstly refer to the items there. Many "initial" features in v0.7 are now stable. For example:
* Initial automatic scheduling support -> stable.
* Initial command line driver interface -> stable.
* Intial Hexagon support -> stable.
* Bring your own codegen (BYOC) support -> now we have several backends.
* [stable] NVIDIA TensorRT, Xilinx Vitis-AI, ARM compute library, ARM Ethos-N, etc.
* [experimental] TBA.
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[GitHub] [tvm] Lyken17 edited a comment on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
Lyken17 edited a comment on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-962490707
Blocker: Conv2dTranspose currently does not support `groups`. But `groups` is popularly used in recent efficient models and Conv2dTranspose is an important operator in GAN related applications.
* `groups` support: https://github.com/apache/tvm/issues/8182 https://github.com/apache/tvm/pull/8799
* `shape` check: https://github.com/apache/tvm/pull/9465
Will try my best to fix the problem this week.
# Update
Fixed and merged through https://github.com/apache/tvm/pull/9465
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[GitHub] [tvm] junrushao1994 edited a comment on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
junrushao1994 edited a comment on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-953224350
@areusch thanks for asking! sorry I was in vacation by the time of the post.
@vinx13 and I are actively drafting a release note, and will cut a release candidate by next Monday (Nov 1, 2021); After that, there is an extra week for feedbacks (until Nov 8, 2021).
If there is any small commit after Monday that needs to be included in the RC, please let us know in this thread, as long as it's not last minute breaking change
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[GitHub] [tvm] junrushao1994 commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
junrushao1994 commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-956436297
@Mousius Thanks for asking!
> does this mean that 0.8 will go out with half finished implementations for things, such as library integrations (i.e. CMSIS-NN) and tvmc arguments (tvmc is not yet stable as there's breaking changes incoming)
Yes, we directly cut main into the v0.8 branch: https://github.com/apache/tvm/tree/v0.8. We do not have to announce the features that are not complete yet, and if there is any major bugfixes, it should be backported to the v0.8 branch.
> can we rapidly move to focusing on a 0.9 release with a list of issues as suggested by @areusch so we can work towards stability in a 1.x release.
I agree. Hopefully we will have a more automatic release process with the help from @denise-k :-)
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[GitHub] [tvm] junrushao1994 edited a comment on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
junrushao1994 edited a comment on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-958011393
Blocker: We need this bugfix in to address a regression https://github.com/apache/tvm/pull/9421
Update: fixed
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[GitHub] [tvm] Hzfengsy commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
Hzfengsy commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-917035798
Thanks for the work. I believe v0.8 is a good chance to land TensorIR scheduling (https://github.com/apache/tvm/issues/7527). Also, I will try my best to contribute some initial TensorIR tutorials and documentations before the v0.8 release.
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[GitHub] [tvm] junrushao1994 edited a comment on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
junrushao1994 edited a comment on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-953224350
@areusch thanks for asking! sorry I was in vacation by the time of the post.
@vinx13 and I are actively drafting a release note, and will cut a release candidate by next Monday (Nov 1, 2021); After that, there is an extra week for feedbacks (until Nov 8, 2021).
If there is any small commit after Monday that needs to be included in the RC, please let us know in this thread, as long as it's not a last minute breaking change
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[GitHub] [tvm] junrushao1994 edited a comment on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
junrushao1994 edited a comment on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-958011393
<del>Blocker: We need this bugfix in to address a regression https://github.com/apache/tvm/pull/9421</del>
Update: fixed
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[GitHub] [tvm] junrushao1994 commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
junrushao1994 commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-978063758
The release candidate v0.8.rc0 is approved:
* Voting thread: https://github.com/apache/tvm/issues/9504
* Voting result: https://github.com/apache/tvm/issues/9566
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[GitHub] [tvm] areusch commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
areusch commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-922644376
Just checking--by "stable" for the "command line driver interface," does that mean "someone should write a script and presume we won't change the command syntax?"
For µTVM we could add:
- microTVM Project API -> initial support
- microTVM AOT executor -> initial support
- microTVM platforms: Zephyr, Arduino -> initial support
I'd like us to avoid using "uTVM" to refer to microTVM in the release notes and just spell out the word "micro" instead. While u is still a common abbreviation for mu, it's not necessarily widely known. We've renamed most occurrences of uTVM inside the codebase to avoid confusion.
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[GitHub] [tvm] tristanqiu8 commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
tristanqiu8 commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-917922534
Expecting the new release!
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[GitHub] [tvm] junrushao1994 edited a comment on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
junrushao1994 edited a comment on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-932839380
@vinx13 and I spent the previous 2 weeks categorizing the 69 pages of changelogs via git commits: https://docs.google.com/document/d/1D2rig32yZ4H48_tXHb_svnPnt4-FRx3JUbBxKyrW_-I/
Below are the categories we are using:
- TE, TIR, TVMScript
- AutoTVM, AutoScheduler, Meta Schedule
- Operator Coverage
- Training
- Relay
- MicroTVM, AOT, Graph Executor and VM
- Arithmetic Analysis
- Frontends
- PaddlePaddle
- ONNX
- TensorFlow, TFLite
- PyTorch
- MXNet
- Misc
- Codegen Backends and Runtime
- LLVM
- ROCm
- Vulkan, SPIR-V
- Metal
- OpenCL, VTA, Vertilator
- CUDA
- ARM
- Hexagon
- WASM
- C
- BYOC Integration with Vendor Libraries: TensorRT, ACL, VitisAI
- TVMC
- Rust and Other Language Binding
- Documents, Tutorials
- CI, Docker, Build, Test
- Misc
- RPC
- Target
- Community
- Other changes
Please feel free to suggest in the doc if there is any mistake :-)
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[GitHub] [tvm] junrushao1994 commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
junrushao1994 commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-965562565
Blocker #9486
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[GitHub] [tvm] gyzou edited a comment on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
gyzou edited a comment on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-978035440
When would 0.8 stable release be? Estimatedly, days, weeks, months?
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[GitHub] [tvm] gyzou commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
gyzou commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-978035440
When would 0.8 official release be? Estimatedly, days, weeks, months?
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[GitHub] [tvm] junrushao1994 commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
junrushao1994 commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-932839380
@vinx13 and I spent the previous 2 weeks categorizing the 69 pages of changelogs via git commits: https://docs.google.com/document/d/1D2rig32yZ4H48_tXHb_svnPnt4-FRx3JUbBxKyrW_-I/
Below are the categories we are using:
- TE & TIR & TIR Scheduling & TVM Script
- Relay IR
- AutoTVM & Auto Scheduler & Meta Schedule
- Training
- TOPI & Operators
- Executor & AOT & Profiler
- MicroTVM
- Arithmetic Analysis
- Frontend - TensorFlow & TFLite
- Frontend - PyTorch
- Frontend - ONNX
- Frontend - MXNet
- Frontend - Misc
- Codegen/Runtime: LLVM & ROCm
- Codegen/Runtime: Vulkan & SPIR-V
- Codegen/Runtime: OpenCL & VTA
- Codegen/Runtime: CUDA
- Codegen/Runtime: Arm
- Codegen/Runtime: Hexagon
- Codegen/Runtime: WASM
- Codegen/Runtime: C
- Codegen/Runtime: Metal
- BYOC
- CI & Docker & Build & Test
- TVMC
- Rust and Other Language Bindings
- Docs & Tutorials
- RPC
- Target
- Misc
- Community
Please feel free to suggest in the doc if there is any mistake :-)
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[GitHub] [tvm] leandron commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
leandron commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-916667467
Thanks for doing this work! There were some items listed on #7434, perhaps we can start with those?
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[GitHub] [tvm] junrushao1994 commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
junrushao1994 commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-956449578
Also, if there is any bug/issue blocking the release, please don't hesitate to let us know in this thread :-)
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[GitHub] [tvm] kparzysz-quic commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
kparzysz-quic commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-919449057
Hexagon support still needs more work.
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[GitHub] [tvm] junrushao1994 edited a comment on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
junrushao1994 edited a comment on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-965562565
<del>Blocker #9486</del> Unblocked
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[GitHub] [tvm] areusch commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
areusch commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-946875061
@junrushao1994 what's the status of the release? is there a list of issues that need to be resolved before we cut?
also cc @denise-k @Mousius @mbs-octoml
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[GitHub] [tvm] junrushao1994 commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
junrushao1994 commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-958011393
Blocker: We need this bugfix in to address a regression https://github.com/apache/tvm/pull/9421
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[GitHub] [tvm] junrushao1994 commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
junrushao1994 commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-956446473
Hi all, we cut a v0.8 release branch for Apache TVM: https://github.com/apache/tvm/tree/v0.8. Please find:
- The release note (candidate): https://github.com/apache/tvm/issues/9416
- The full changelog (candidate): https://gist.github.com/junrushao1994/c669905dbc41edc2e691316df49d8562
There have been tens of commits since last time we categorized the commits, and @vinx13 is actively working on adding them into our changelog.
Please let us know if we missed anything or need any tweak on wording/categorization on the release note!
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[GitHub] [tvm] junrushao1994 commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
junrushao1994 commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-964264280
The release is cut and is available for test in https://github.com/apache/tvm/tree/v0.8
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[GitHub] [tvm] junrushao1994 edited a comment on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
junrushao1994 edited a comment on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-956446473
Hi all, we cut a v0.8 release branch for Apache TVM: https://github.com/apache/tvm/tree/v0.8. Please find:
- The release note (candidate): https://github.com/apache/tvm/issues/9416
- The full changelog (candidate): https://gist.github.com/junrushao1994/c669905dbc41edc2e691316df49d8562
<del>There have been tens of commits since last time we categorized the commits, and @vinx13 is actively working on adding them into our changelog.</del> Update: done
Please let us know if we missed anything or need any tweak on wording/categorization on the release note!
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[GitHub] [tvm] junrushao1994 commented on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
junrushao1994 commented on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-955629705
@jiangjiajun Sure! We will list experimental paddlepaddle frontend support as a separate category and a highlight of this release
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[GitHub] [tvm] junrushao1994 edited a comment on issue #8976: [Release] v0.8 Release Planning
Posted by GitBox <gi...@apache.org>.
junrushao1994 edited a comment on issue #8976:
URL: https://github.com/apache/tvm/issues/8976#issuecomment-932839380
@vinx13 and I spent the previous 2 weeks categorizing the 69 pages of changelogs via git commits: https://docs.google.com/document/d/1D2rig32yZ4H48_tXHb_svnPnt4-FRx3JUbBxKyrW_-I/
Below are the categories we are using:
- TE, TIR, TVMScript
- AutoTVM, AutoScheduler, Meta Schedule
- Operator Coverage
- Training
- Relay
- MicroTVM, AOT, Graph Executor and VM
- Arithmetic Analysis
- Frontends
- PaddlePaddle
- ONNX
- TensorFlow, TFLite
- PyTorch
- MXNet
- Misc
- Codegen Backends and Runtime
- LLVM
- ROCm
- Vulkan, SPIR-V
- Metal
- OpenCL, VTA, Vertilator
- CUDA
- ARM
- Hexagon
- WASM
- C
- BYOC Integration with Vendor Libraries: TensorRT, ACL, VitisAI
- TVMC
- Rust and Other Language Binding
- Documents, Tutorials
- CI, Docker, Build, Test
- Misc
- RPC
- Target
- Community
- Other changes
Please feel free to suggest in the doc if there is any mistake :-)
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