AMD GPU information
pip install pyamdgpuinfo
Only Linux is supported, using the AMDGPU driver.
The library is written using Cython, meaning that Cython and and a C compiler are needed to build and install from source. Additionally, libdrm development headers are required.
Precompiled wheels for Python 3.8-3.12 are the default method of install. This means that you don't need Cython or any other dependencies to install it normally.
Example:
>>> import pyamdgpuinfo
>>> n_devices = pyamdgpuinfo.detect_gpus()
1 # we have 1 device present, so it'll be at index 0
>>> first_gpu = pyamdgpuinfo.get_gpu(0) # returns a GPUInfo object
>>> vram_usage = first_gpu.query_vram_usage()
>>> print(vram_usage)
3954978816 # number of bytes in useAll documentation is in the docstrings of each function/class.
Available functions are (see docstrings for more info):
- detect_gpus - Returns the number of GPUs available
- get_gpu - Returns a GPUInfo object for the device index specified
GPUInfo methods (see docstring for class overview)
- start_utilisation_polling - Starts polling GPU registers for utilisation statistics
- stop_utilisation_polling - Stops the utilisation polling thread
- query_utilisation - Queries utilisation of different GPU parts
- query_max_clocks - Queries max GPU clocks
- query_sclk - Queries shader (core) clock
- query_mclk - Queries memory clock
- query_vram_usage - Queries VRAM usage
- query_gtt_usage - Queries GTT usage
- query_temperature - Queries temperature
- query_load - Queries GPU load
- query_power - Queries power consumption
- query_northbridge_voltage - Queries northbridge voltage
- query_graphics_voltage - Queries graphics voltage
VRAM and GTT sizes are available as an attribute of GPUInfo.
Parts of this package were inspired by radeontop.
GPLV3