[CI Image] Update ONNX

[AndrewZhaoLuo]

Our current ONNX version is 1.8.1. The latest version is 1.10.2. Most notably, opsets 14-16 have been added to the spec. We should support some of these operators since they include some common activation like HardSwish

• S0.

  • Reason: See [Relay/TOPI][ONNX/TFLite] Refactor MATRIX_SET_DIAG Operator for Relay… #9329 for an example of later opset operators not being fully supported.
  • Commit that makes change: [Docker][Onnx] Upgrade ONNX to latest version #9519

• S1. Tag of nightly build. Docker hub: https://hub.docker.com/layers/tlcpackstaging/ci_cpu/...

  • ci_gpu: https://hub.docker.com/layers/tlcpackstaging/ci_gpu/20211120-225913-0cb633777/images/sha256-8d1318e2b65fbf89a997fd6a3435532ef89408bc0d3ad2e0660358cacaba1580?context=explore
  • ci_qemu: https://hub.docker.com/layers/tlcpackstaging/ci_qemu/20211128-225913-18c88789a/images/sha256-84280804918b9db81c91ae777963f169562e3dd4bceae99e5f6d371d55e7fd72?context=explore

• S2. The nightly is built on TVM commit: TVM_COMMIT. Detailed info can be found here: https://ci.tlcpack.ai/blue/organizations/jenkins/docker-images-ci%2Fdaily-docker-image-rebuild/detail/daily-docker-image-rebuild/130/pipeline

  • Latest image is built on tvm commit 18c88789a70489d6615234f25bcc4f29e9dd83dc which is far after the indicated commit

• S3. Testing the nightly image on ci-docker-staging: https://ci.tlcpack.ai/blue/organizations/jenkins/tvm/detail/ci-docker-staging/...

  • Link to pipeline: https://ci.tlcpack.ai/blue/organizations/jenkins/tvm/detail/ci-docker-staging/208/pipeline

• S4. Retag TAG to VERSION:

docker pull tlcpackstaging/IMAGE_NAME:TAG
docker tag tlcpackstaging/IMAGE_NAME:TAG tlcpack/IMAGE_NAME:VERSION
docker push tlcpack/IMAGE_NAME:VERSION

• S5. Check if the new tag is really there: https://hub.docker.com/u/tlcpack

• S6. Submit a PR updating the IMAGE_NAME version on Jenkins

[Mousius]

Hi @AndrewZhaoLuo,

Do you know which images we need to be updated here? I think it's ci_qemu and ci_gpu which install it?

[AndrewZhaoLuo]

Yup I think thats correct

[AndrewZhaoLuo]

cc @areusch do I need to do anything else? I can't push the new versions to tlcpack (I get error denied)