ai-carbon-counter.yml

name: AI Carbon counter
description: Count the karbon for a model training
tags:
initialize:
  outputs: ['yaml']
  plugins: 
    cloud-metadata:
      path: "@grnsft/if-plugins"
      method: CloudMetadata
    teads-curve:
      path: '@grnsft/if-unofficial-plugins'
      method: TeadsCurve
    watttime:
      path: '@grnsft/if-unofficial-plugins'
      method: WattTimeGridEmissions
    operation:
      path: "@grnsft/if-plugins"
      method: Multiply
      global-config:
        input-parameters: ['cpu/energy', 'grid/carbon-intensity']
        output-parameter: 'carbon'

tree: 
  children:
    application:
      pipeline:
        - cloud-metadata
        - teads-curve
        - watttime
        - operation
      inputs:
        - timestamp: "2024-02-26 00:00:00"
          duration: 36000
          cloud/instance-type: Standard_NV36adms_A10_v5
          cloud/vendor: azure
          cloud/region: westus3
          cpu/utilization: 100