Training
Setup
pip install pyhectiqlabAuthenticate using the tutorial Authentication.
Functional
In a separate file, you can create your training script.
import pyhectiqlab.functional as hl
def train():
hl.start_step("Preparing for training.")
# Load your data and build your model here.
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.
from pyhectiqlab import Run
from pyhectiqlab.functional import set_project
set_project("hectiq-ai/demo")
with Run(title="My first run") as run:
train()