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ximinng / SVGDreamer

[CVPR 2024] Official implementation for "SVGDreamer: Text Guided SVG Generation with Diffusion Model" https://arxiv.org/abs/2312.16476
https://ximinng.github.io/SVGDreamer-project/
MIT License
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hardware requirements #10

Closed wuutiing closed 6 months ago

wuutiing commented 6 months ago

Try running on 3090 with 24G vram but get cuda oom, want to know the least hardware (GPU) requirements.

ximinng commented 6 months ago

Dear wuutiing,

The fp32 optimization requires a minimum of V100, which is 32GB of memory.

To use 3090 inference, you can use fp16 via state.mprec='fp16':

python svgdreamer.py x=iconography skip_sive=True "prompt='Sydney opera house. oil painting. by Van Gogh'" result_path='./logs/SydneyOperaHouse' state.mprec='fp16' multirun=True

Best Regards, Ximing