apache / tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

https://tvm.apache.org/

Apache License 2.0

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[Release] v0.12.0 Release Candidate Notes #14645

Closed ysh329 closed 1 year ago

ysh329 commented 1 year ago

Introduction

The TVM community has worked since the v0.11.1 release to deliver the following new exciting improvements! The main tags are below (bold text is with lots of progress):

Community, RFC;
Runtime: ACL(ArmComputeLibrary), Adreno, OpenCL & CLML, ROCm, CUDA & CUTLASS & TensorRT, Ethosn, CRT, Hexagon, Metal, Web & WASM, others about runtime;
Frontend: TensorFlow/tflite, Pytorch/Torch, Paddle, OneFlow, keras;
TE, Relay, BYOC, TOPI, Arith, TIR, TVMScript, MetaSchedule, Schedule;
CI, Tests, BugFix, Docs, Docker, Build;
Android, microTVM, Target, AutoTVM, AOT, LLVM.

Please visit the full listing of commits for a complete view: v0.11.1...v0.12.0.

Community

RFC

Runtime

ArmComputeLibrary

Adreno

OpenCL & CLML

ROCm

[ROCM] Fixes compiling on ROCM 5 and accuracy on dense op

CMSIS-NN

CUDA & CUTLASS & TensorRT

Ethosn

CRT

Hexagon

Metal

MicroNPU

Web & WASM

Others about Runtime

Android

Tests

Docker

Docs

microTVM

LLVM

MetaSchedule

Misc

Relay

Schedule

Target

TE

Tensorize

TIR

TOPI

TVMC

Johnson9009 commented 1 year ago

@ysh329 Can we align capital and small letter with TVM v0.11.0 Release Candidate Notes ? Like changing "tvmscript" as "TVMScript", "microtvm" as "microTVM".

Hzfengsy commented 1 year ago

Please merge:

TensorIR -> TIR
PyTorch -> Frontend
wasm -> web
transform, tophub, roofline, vta, rpc -> misc

ysh329 commented 1 year ago

@ysh329 Can we align capital and small letter with TVM v0.11.0 Release Candidate Notes ? Like changing "tvmscript" as "TVMScript", "microtvm" as "microTVM".

Fixed.

Please merge:

TensorIR -> TIR

PyTorch -> Frontend

wasm -> web

transform, tophub, roofline, vta, rpc -> misc

Merged.

leandron commented 1 year ago

The TVM community has worked since the v0.11.0 release to deliver the following new exciting improvements! The main tags are below (bold text is with lots of progress)

I think that is supposed to be "has worked since the v0.11.1 release", just to be precise. Btw, thanks for putting in the release management work.

ysh329 commented 1 year ago

The TVM community has worked since the v0.11.0 release to deliver the following new exciting improvements! The main tags are below (bold text is with lots of progress)

I think that is supposed to be "has worked since the v0.11.1 release", just to be precise. Btw, thanks for putting in the release management work.

Fixed.

leandron commented 1 year ago

Very minor, there is a typo "Reviwer" -> Reviewer. Again, thanks for putting the work, I created this changelog once and it is not a simple job.

ysh329 commented 1 year ago

Very minor, there is a typo "Reviwer" -> Reviewer. Again, thanks for putting the work, I created this changelog once and it is not a simple job.

Fixed. Thanks a lot! 👍

ysh329 commented 1 year ago

v0.12.0 is released, so closing this issue.