๐จ๐ปโ๐ป Setup CI/CD in your machine learning projects using these simple yet powerful โโพ๏ธ CML commandsโ:
๐ ci
๐โโ๏ธ runner
โคด๏ธ pr
๐ฌ comment
๐ง๐ผโ๐ซ tensorboard
@Iterativeai @DVCorg
#cml #tensorboard #opensource
๐งต[1/7]
๐ ci
๐โโ๏ธ runner
โคด๏ธ pr
๐ฌ comment
๐ง๐ผโ๐ซ tensorboard
@Iterativeai @DVCorg
#cml #tensorboard #opensource
๐งต[1/7]
๐ ci
The โcml ciโ command prepares the whole repository for CML operations after creating the cml.yaml file
๐งต[2/7]
The โcml ciโ command prepares the whole repository for CML operations after creating the cml.yaml file
๐งต[2/7]
๐โโ๏ธ runner
When a workflow requires computational resources, CML can automatically allocate cloud instances using โcml runnerโ. You can spin up instances on AWS, Azure, GCP, Kubernetes or any other provider. We can start a runner using โcml runner launchโ command.
๐งต[3/7]
When a workflow requires computational resources, CML can automatically allocate cloud instances using โcml runnerโ. You can spin up instances on AWS, Azure, GCP, Kubernetes or any other provider. We can start a runner using โcml runner launchโ command.
๐งต[3/7]
โคด๏ธ pr
We can also commit specified files to a new branch and create a pull request using โcml pr createโ command.
๐งต[4/7]
We can also commit specified files to a new branch and create a pull request using โcml pr createโ command.
๐งต[4/7]
๐ฌ comment
We can effortlessly post a Markdown report as a comment on a commit or pull/merge request with โcml comment createโ command.
๐งต[5/7]
We can effortlessly post a Markdown report as a comment on a commit or pull/merge request with โcml comment createโ command.
๐งต[5/7]
๐ง๐ผโ๐ซ tensorboard
The โcml tensorboard connectโ returns a link to a tensorboard.dev page.
๐งต[6/7]
The โcml tensorboard connectโ returns a link to a tensorboard.dev page.
๐งต[6/7]
๐จ๐ปโ๐ป Thanks for reading till here!
You can head straight to the docs to start integrating all these features in your projects ๐
cml.dev/doc/ref
๐งต[7/7]
You can head straight to the docs to start integrating all these features in your projects ๐
cml.dev/doc/ref
๐งต[7/7]
โข โข โข
Missing some Tweet in this thread? You can try to
force a refresh
ใ
