ecologits

EcoLogits

EcoLogits instrumentor to initialize function patching for each provider.

By default, the initialization will be done on all available and compatible providers that are supported by the library.

Examples:

EcoLogits initialization example with OpenAI.

from ecologits import EcoLogits
from openai import OpenAI

EcoLogits.init()

client = OpenAI(api_key="<OPENAI_API_KEY>")
response = client.chat.completions.create(
    model="gpt-3.5-turbo",
    messages=[
        {"role": "user", "content": "Tell me a funny joke!"}
    ]
)

# Get estimated environmental impacts of the inference
print(f"Energy consumption: {response.impacts.energy.value} kWh")
print(f"GHG emissions: {response.impacts.gwp.value} kgCO2eq")

init() staticmethod

Initialization static method.

Source code in ecologits/ecologits.py

@staticmethod
def init() -> None:
    """Initialization static method."""
    if not EcoLogits.initialized:
        init_instruments()
        EcoLogits.initialized = True