Output
The package has an in-built logger that logs data into a CSV file named emissions.csv in the output_dir, provided as an
input parameter (defaults to the current directory), for each experiment tracked across projects.
Field |
Description |
|---|---|
timestamp |
Time of the experiment in |
project_name |
Name of the project, defaults to |
run-id |
id of the run |
duration |
Duration of the compute, in seconds |
emissions |
Emissions as CO₂-equivalents [CO₂eq], in kg |
emissions_rate |
emissions divided per duration, in Kg/s |
cpu_power |
CPU power (W) |
gpu_power |
GPU power (W) |
ram_power |
RAM power (W) |
cpu_energy |
Energy used per CPU (kW) |
gpu_energy |
Energy used per GPU (kW) |
ram_energy |
Energy used per RAM (kW) |
energy_consumed |
sum of cpu_energy, gpu_energy and ram_energy (kW) |
country_name |
Name of the country where the infrastructure is hosted |
country_iso_code |
3-letter alphabet ISO Code of the respective country |
region |
Province/State/City where the compute infrastructure is hosted |
on_cloud |
|
cloud_provider |
One of the 3 major cloud providers, |
cloud_region |
Geographical Region for respective cloud provider,
examples
us-east-2 for aws, brazilsouth for azure, asia-east1 for gcp |
os |
os on the device
example
Windows-10-10.0.19044-SP0 |
python_version |
example |
cpu_count: |
number of CPU |
cpu_model |
example |
gpu_count |
number of GPU |
gpu_model |
example |
longitude |
Longitude, with reduced precision to a range of 11.1 km / 123 km².
This is done for privacy protection.
|
latitude |
Latitude, with reduced precision to a range of 11.1 km / 123 km².
This is done for privacy protection.
|
ram_total_size |
total RAM aviable (Go) |
Tracking_mode: |
|
Note
Developers can enhance the Output interface, based on requirements. For example, to log into a database, by implementing a custom Class
that is a derived implementation of base class BaseOutput at codecarbon/output.py