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