dvc: commit experiment 1647ddcc92676bb4e9bd030a4f87c8440e5855f78401b3… #46

# to view logs

	name: Run an Experiment
	on:
	push:
	branches-ignore:
	- main
	permissions:
	contents: write
	id-token: write
	jobs:
	deploy-runner:
	runs-on: ubuntu-latest
	environment: cloud
	steps:
	- uses: actions/checkout@v3
	- uses: iterative/setup-cml@v1
	- uses: aws-actions/configure-aws-credentials@v3
	with:
	aws-region: us-east-2
	role-to-assume: arn:aws:iam::342840881361:role/SandboxUser
	role-duration-seconds: 43200
	- name: Create Runner
	env:
	REPO_TOKEN: ${{ secrets.PERSONAL_ACCESS_TOKEN }}
	run: \|
	cml runner launch --single \
	--labels=cml \
	--cloud=aws \
	--cloud-region=us-west-2 \
	--cloud-gpu=v100 \
	--cloud-hdd-size=100 \
	--cloud-type=l
	runner-job:
	needs: deploy-runner
	runs-on: [ self-hosted, cml ]
	environment: cloud
	container:
	image: iterativeai/cml:0-dvc2-base1-gpu
	options: --gpus all
	steps:
	- uses: actions/checkout@v3
	- uses: aws-actions/configure-aws-credentials@v1
	with:
	aws-region: us-east-2
	role-to-assume: arn:aws:iam::342840881361:role/SandboxUser
	role-duration-seconds: 43200
	- name: training
	env:
	REPO_TOKEN: ${{ secrets.PERSONAL_ACCESS_TOKEN }}
	STUDIO_TOKEN: ${{ secrets.STUDIO_TOKEN }}
	DVCLIVE_LOGLEVEL: DEBUG
	run: \|
	cml ci
	pip install -r requirements.txt

	dvc exp run --pull
	dvc exp push origin --rev HEAD -r s3remote

	git fetch --prune
	cml pr --squash --skip-ci .
	echo "# Metrics" > report.md
	dvc metrics diff --md main >> report.md
	cml comment update --pr --publish report.md

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