Gpu-Hot

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gpu-hot is a real-time NVIDIA GPU monitoring dashboard. It provides a lightweight, web-based, and self-hosted solution for tracking GPU performance across single machines or entire clusters.

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At a glance

Pricing

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Free tier

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API

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Skill level

Technical

About

What is gpu-hot?

gpu-hot offers a real-time NVIDIA GPU monitoring dashboard designed for tracking performance. This lightweight, web-based, and self-hosted tool allows users to keep an eye on their GPU metrics. It supports monitoring for individual machines as well as larger clusters, providing flexibility for different setups. The dashboard aims to give users immediate insights into their GPU operations.

Best used for

Monitoring NVIDIA GPU performance in real-time across single machines or entire clusters.

Common actions

Monitor GPU performance

Track resource usage

Optimize GPU workloads

Manage GPU clusters

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Capabilities

Key features

Real-time monitoring
NVIDIA GPU support
Web-based dashboard
Self-hosted
Cluster monitoring

Target Audience

System administratorsDevOps engineersData scientistsResearchers

Integrations

Not yet documented

Pricing & Plans

unknown

Free

FAQs

What are the typical resource requirements for self-hosting gpu-hot?

As a lightweight, web-based tool, gpu-hot generally has minimal CPU and RAM requirements. The primary resource consideration will be network bandwidth for accessing the dashboard and ensuring the monitoring agent can communicate effectively with the central server, especially in cluster setups.

Does gpu-hot support GPUs from manufacturers other than NVIDIA?

No, gpu-hot is specifically designed for NVIDIA GPUs. Its monitoring capabilities and metrics are tailored to the NVIDIA architecture and drivers, so it will not provide support for AMD, Intel, or other GPU brands.

Can gpu-hot integrate with existing alerting or notification systems?

The description does not explicitly mention direct integrations with external alerting systems. Users would likely need to implement custom scripts or use third-party tools to parse gpu-hot's output or API (if available) to trigger alerts based on specific thresholds.

Is there a limit to the number of GPUs or machines that gpu-hot can monitor in a cluster?

The tool is designed for cluster monitoring, but the practical limits would depend on the host machine's resources (CPU, RAM, network) running the gpu-hot server. While no hard limit is specified, performance may degrade with an extremely large number of monitored devices without adequate server resources.

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