Data information¶
The data collected thanks to the package usage is recorded in a csv file. If you didn’t set a specific filepath, the file will, by default, be stored in the same folder as your script, under the name emissions.csv.
Quick look at the data¶
You should get a new line (in the csv file) for every usage of the package.
Column name |
Description |
|---|---|
Datetime |
Datetime of the record generation |
Country |
Name of the country where the package was used (based on the IP or what the user set) |
Platform |
Name of the os you’re using |
User ID |
Name of the user who used the package (as set by itself) |
ISO |
ISO code of the country where the package was used (based on the IP or what the user set) |
Project name |
Name of the project for which the package was used |
Program name |
Name of the program for which the package was used |
Client name |
Name of the client for which the package was used |
Total Elapsed CPU Time (sec) |
Total time of CPU usage (in seconds) |
Total Elapsed GPU Time (sec) |
Total time of CPU usage (in seconds) |
Cumulative Package Energy (mWh) |
Total energy, in milli Watt hour, used by the computer while the algorithm was running |
Cumulative IA Energy (mWh) |
Total energy, in milli Watt hour, used by the CPU while the algorithm was running |
Cumulative GPU Energy (mWh) |
Total energy, in milli Watt hour, used by the GPU while the algorithm was running |
Cumulative DRAM Energy (mWh) |
Total energy, in milli Watt hour, used by the memory while the algorithm was running |
Cumulative process CPU Energy (mWh) |
Total energy, in milli Watt hour, used by the CPU for this specific task while the algorithm was running |
Cumulative process DRAM Energy (mWh) |
Total energy, in milli Watt hour, used by the memory for this specific task while the algorithm was running |
PUE |
Also known as cooling factor, indicates the extra energy used to cool the system down while the algorithm is running |
CO2 emitted (gCO2e) |
Amount of CO2 emitted by the algorithm’s usage, in gram. This value depends on the country and the energy mix used by the country to produce electricity |
Package |
Declarative value, package used by the user in the project |
Algorithm |
Declarative value, name of the algorithm(s) used |
Algorithm’s parameters |
Declarative value, parameters used for the algorithm |
Data type |
Declarative value, type of data used to train the algorithm |
Data shape |
Declarative value, size of the database used to train the algorithm |
Comment |
Declarative value, comments made by the user |