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Deep Learning with Slack

Project description

Slack Progressing

Overview

The Slack Progressing helps you monitor your deep learning activity with Slack.

demo

Get Started

pip install slack-progressing

Usage

from os import environ
from time import sleep

from slack_progressing import SlackProgressing


def main():
    sp = SlackProgressing(
        token=environ.get("TOKEN"), channel=environ.get("CHANNEL")
    )

    acc = 0.0
    loss = 10.0

    for _epoch in sp.progress(range(10)):
        acc += 1.0
        loss -= 1.0
        d = {"acc": acc, "loss": loss}
        sp.set_params(d)

        sleep(1)


if __name__ == "__main__":
    main()

Development

git clone https://github.com/skmatz/slack-progressing.git
cd slack-progressing
poetry install

Project details


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