app.py

# Launch AIM

import subprocess
import os
from huggingface_hub import hf_hub_download
import gradio as gr
import time

PORT = 3000
HOST = "127.0.0.1"

REPO_ID = "muellerzr/bert-base-cased-tpu-accelerate-experiments"

def download_logs():
    filename = "aim_logs.zip"
    f = hf_hub_download(
        repo_id=REPO_ID,
        repo_type="model",
        filename=filename,
    )
    subprocess.run(f'mv {f} .')
    subprocess.run("unzip aim_logs.zip")

def run_aim():
    cmd = f"aim up --repo aim_logs --host {HOST} --port {PORT}".split()
    subprocess.Popen(cmd)

html = f"""
<iframe 
    src="https://{HOST}:{PORT}"
    style="
    position: fixed;
    top: 0px;
    bottom: 0px;
    right: 0px;
    width: 100%;
    border: none;
    margin: 0;
    padding: 0;
    overflow: hidden;
    z-index: 999999;
    height: 100%;
  ">
</iframe>
"""

def run():
    download_logs()
    run_aim()
    time.sleep(5)

def main():
    demo = gr.Interface(
        fn=run, 
        inputs=[],
        outputs=gr.HTML(html),
    )

    demo.launch()

if __name__ == "__main__":
    main()