Python bindings for Nvidia MIG
Project description
NVIDIA MIG Manager
A Python library for managing NVIDIA GPU Multi-Instance GPU (MIG) partitions and resources. This library provides a simple interface to create, list, and destroy MIG partitions, as well as monitor their resource usage. Only tested with NVIDIA A30 GPUs.
Features
- MIG Partition Management: Create, list, and destroy MIG partitions on NVIDIA GPUs that support MIG.
- Resource Allocator: Automatically create MIG partitions based on workload memory requirements.
- Resource Monitoring: Track memory, compute utilization, temperature, and power usage for each MIG partition to maintain optimal performance and prevent bottlenecks.
Installation
Requirements
- Python: >= 3.7
- NVIDIA GPU with MIG support
- NVIDIA Driver and DCGM Python bindings
Install via pip
To install the library, simply clone the repository and install dependencies:
git clone git@github.com:MoonOoOoO/nvidia-mig-py.git
pip install .
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