The following conditions need to be met for local deployment:
- Basic Configuration: Python 3.5+ environment, Anaconda is recommended for managing dependencies;
- GPU running: At least NVIDIA GTX 1080 class graphics card, 16GB RAM, CUDA toolkit required;
- TPU running: Specialized TPU environment needs to be configured, suitable for high-performance demand scenarios;
- CPU Test: Functional validation only, slow generation (not recommended for practical applications).
Installation is done with thepipSelect the corresponding version (e.g.magenta_rt[gpu]), clone the repository and rundemo.pyScript test. Note that the model relies on the first 10 seconds of audio context, which may consume video memory.
This answer comes from the articleMagenta RealTime: an open source model for generating music in real timeThe
May not be reproduced without permission:AI productivity tools " What are the hardware requirements for Magenta RealTime to be deployed locally?
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