vessl

vessl

This package serves as both CLI for your terminal and SDK for your projects.

Documentation is provided at https://docs.vessl.ai/api-reference/what-is-the-vessl-cli-sdk.

Install

Currently VESSL CLI/SDK is available through PyPI only.

pip install vessl

VESSL CLI

VESSL Command Line Interface is a convenient tool to access VESSL resources from your terminals.

Refer to VESSL CLI Docs for details.

Configure VESSL CLI

First, configure VESSL CLI with your account and set default organization / project.

> vessl configure
Please grant CLI access from the URL below.
https://vessl.ai/cli/grant-access?token=abcdxyz
Waiting...
[?] Default project: ...
Welcome, VESSL!

Check configuration

Below command will display current configuration for VESSL CLI.

> vessl whoami
Username: VESSL
Email: [e-mail]
Default organization: my-default-organization
Default project: my-default-project

VESSL SDK

VESSL Software Development Kit is a python library that allows easy access to VESSL resources in your python programs and scripts.

Refer to VESSL SDK Docs for details.

import vessl

vessl.init(organization_name="my-organization")
vessl.create_experiment(...)

Keras

• Use ExperimentCallback

import vessl
from vessl.integration.keras import ExperimentCallback

vessl.init()

# Keras training code
model = Model()
model.compile(...)

# Add integration
model.fit(x, y, epochs=5, callbacks=[ExperimentCallback()])

• Run experiment on VESSL using Web UI or SDK

Misc.

For M1

docker context create remote --docker "host=ssh://ec2-user@10.110.3.24"
docker context use remote
docker build . -t vessl-python-sdk
docker run vessl-python-sdk