--- title: Cheat Sheet description: 'Full list of YAML configurations.' --- ```yaml Full YAML configurations name: stable-diffusion description: This is the inference example of stable diffusion. tags: - "best" - "A100-80g" - "20epochs" resources: cluster: vessl-gcp-oregon preset: v1.l4-1.mem-42 node_names: - "n01" - "n03" - "n04" import: /import/code: git://github.com/{accountName}/{repoName} /import/code-verbose: git: url: https://github.com/{accountName}/{repoName} ref: c0ffee credential_name: my-git-cred-name /import/dataset: vessl-dataset://{organizationName}/{datasetName} /import/dataset-verbose: dataset: organization_name: {organizationName} dataset_name: {datasetName} /import/model: vessl-model://{organizationName}/{modelRepositoryName}/{modelNumber} /import/model-verbose: model: organization_name: {organizationName} model_repository_name: {modelRepositoryName} model_number: {modelNumber} /import/artifact: vessl-artifact://{organiztionName}/{projectName}/{artifactName} /import/artifact-verbose: artifact: organization_name: {organizationName} project_name: {projectName} name: {artifactName} /import/artifact-verbose-same-project: artifact: name: {artifactName} /import/s3: s3://{bucketName}/{path} /import/s3-verbose: s3: bucket: {bucketName} prefix: {prefix} credential_name: my-s3-cred-name /import/gs: gs://{buckeName}/{path} /import/gs-verbose: gs: bucket: {bucketName} prefix: {prefix} credential_name: my-gs-cred-name mount: /mount/dataset: vessl-dataset://{organizationName}/{datasetName} /mount/dataset-verbose: dataset: organization_name: {organizationName} dataset_name: {datasetName} /mount/hostpath: hostpath://{path} /mount/hostpath-verbose: hostpath: path: {path} readonly: true /mount/nfs: nfs://{server}/{path} /mount/nfs-verbose: nfs: server: {server} path: {path} readonly: false export: /export/output-artifact: vessl-artifact:// /export/output-artifact-verbose: artifact: /export/backup-artifact: vessl-artifact://{organizationName}/{projectName}/{artifactName} /export/backup-artifact-verbose: artifact: organization_name: {organizationName} project_name: {projectName} artifact_name: {artifactName} /export/dataset: vessl-dataset://{organizationName}/{datasetName} /export/dataset-verbose: dataset: organization_name: {organizationName} dataset_name: {datasetName} /export/model: vessl-model://{organizationName}/{modelRepositoryName} /export/model-verbose: model: organization_name: {organizationName} model_repository_name: {modelRepositoryName} /export/s3: s3://{buckeName}/{prefix} /export/s3-verbose: s3: bucket: {bucketName} prefix: {prefix} endpoint: in-house.endpoint.co.kr credential_name: my-s3-cred-name /export/gs: gs://{bucketName}/{prefix} /export/gs-verbose: gs: bucket: {bucketName} prefix: {prefix} run: - workdir: /input/data1 command: | python data_preprocessing.py - wait: 10s - workdir: /root/git-examples command: | python train.py --learning_rate=$learning_rate --batch_size=$batch_size interactive: max_runtime: 24h # required if interactive jupyter: # required if interactive idle_timeout: 120m # required if interactive ports: - 3000 - name: streamlit type: http port: 8501 env: learning_rate: 0.001 postgres_password: value: OUR_DB_PW secret: true ```