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Training ​

Setup ​

bash
pip install hectiq-lab

Authenticate using the tutorial Authentication.

Object-Oriented ​

In a separate file, you can create your training script.

python
import pyhectiqlab.functional as hl
def train():
    hl.start_step("Preparing for training.")
    dataset = Dataset()
    model = Model()

    hl.start_step("Training.")
    for step in range(100):
        hl.add_metric("loss", step=step, value=step**2)

In your main script, wrap the training script with a Run context manager. It will automatically create a run and handle the start and end of the run.

python
from pyhectiqlab import Run
from pyhectiqlab.functional import set_project
set_project("hectiq-ai/demo")

with Run(title="My first run") as run: 
    train()