output.yaml

name: AI Carbon counter
description: Count the karbon for a model training
tags: null
initialize:
  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
  outputs:
    - yaml
if-version: v0.3.1
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
      outputs:
        - 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
          vcpus-allocated: 36
          vcpus-total: 48
          memory-available: 880
          physical-processor: AMD EPYC™ 74F3V
          cpu/thermal-design-power: 240
          cloud/region-cfe: CAISO
          cloud/region-em-zone-id: US-CAL-CISO
          cloud/region-wt-id: CAISO_NORTH
          cloud/region-location: US West (N. California)
          cloud/region-geolocation: 34.0497,-118.1326
          cpu/energy: 1.8359999999999999
          geolocation: 34.0497,-118.1326
          grid/carbon-intensity: 2066.0493967838142
          carbon: 3793.2666924950827