tpu-top 0.1.2

TPU Monitoring Dashboard

TPU-TOP

A modern, terminal-based monitoring dashboard for Google Cloud TPUs, designed to give you real-time visibility into your machine's performance.

Project Overview

tpu-top provides a visual, interactive TUI (Terminal User Interface) to monitor system and TPU resources. It is specifically tailored for high-performance computing environments like GKE (Google Kubernetes Engine) where deep learning models are trained on TPUs.

Key Features

• 2x2 Metric Grid: Real-time tracking of CPU, RAM, Average TPU Utilization, and Average TPU HBM (Memory).
• Visual Bar Charts: Multi-line vertical bar charts filling the display boxes to show resource usage scaling up to 100%.
• Device Status Table: Detailed per-device breakdown showing duty cycle and memory usage for each local TPU chip.
• Process Monitor: Lists active processes consuming CPU or TPU resources on the host.
• Google Brand Styling: Color-coded graphs using Google's signature color palette (Blue, Red, Yellow, Green).
• Version Awareness: Displays JAX, libtpu, and tpu-info versions directly in the header alongside detected TPU generation.

Installation

You can install tpu-top directly from the source directory.

Prerequisites

Ensure you have Python 3.8+ and access to a Cloud TPU environment. The tool relies on tpu-info to communicate with the TPU driver.

Standard Install

Navigate to the project root directory and run:

pip install .

Developer Install

If you are making modifications and want them to reflect immediately:

pip install -e .

How to Use

Once installed, you can launch the dashboard from anywhere in your terminal:

tpu-top

Environment Variables

• TPU_TOP_MOCK=1: Force mock mode for testing on machines without physical TPUs.
• TPU_TOP_ITERATIONS=N: Run for exactly N refresh cycles and exit (useful for automated tests).

Running Tests

To validate changes, run the unit tests:

python -m unittest test_main.py

(Note: If testing inside a GKE container, ensure dependencies are installed in your target environment).