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Seongsu Park edited this page Apr 24, 2023 · 36 revisions

Diffusers ๋ฒˆ์—ญ

๋‹จ์–ด ์ •๋ฆฌ

์˜์–ด ๊ทธ๋Œ€๋กœ ์‚ฌ์šฉํ•  ๋‹จ์–ด๋“ค

  • Hugging Face

  • Diffusers

  • text-to-image

  • sliced attention

  • memory-efficient attention

  • tracing

  • forward pass

  • just-in-time

  • Channels Last (๋ฉ”๋ชจ๋ฆฌ ํ˜•์‹)

ํ•œ๊ธ€๋กœ ๋ฒˆ์—ญํ•  ๋‹จ์–ด๋“ค

  • push: ํ‘ธ์‹œ
  • step: ์Šคํ…
  • convolution: ์ปจ๋ณผ๋ฃจ์…˜
  • section: ์„น์…˜
  • fine tuning: ํŒŒ์ธํŠœ๋‹
  • licence: ๋ผ์ด์„ ์Šค
  • load: ๋ถˆ๋Ÿฌ์˜ค๊ธฐ
  • inference: ์ถ”๋ก 
  • inference time: ์ถ”๋ก ์‹œ๊ฐ„
  • custom: ์ปค์Šคํ…€
  • code snippet: ์˜ˆ์‹œ ์ฝ”๋“œ...
  • submodule: ์„œ๋ธŒ๋ชจ๋“ˆ
  • branch: ๋ธŒ๋žœ์น˜
  • directory: ๋””๋ ‰ํ† ๋ฆฌ

ํ•œ๊ธ€๊ณผ ์˜์–ด ๋ณ‘๊ธฐํ•  ๋‹จ์–ด๋“ค

  • ๋ฌธ์„œ์—์„œ ์ตœ์ดˆ ํ•œ๋ฒˆ์€ ์˜์–ด ๋ณ‘๊ธฐํ•˜๊ณ , ๊ทธ ์ดํ›„๋ถ€ํ„ฐ๋Š” ํ•œ๊ธ€๋กœ๋งŒ ํ‘œ๊ธฐ

  • ์ฐจ์›์ˆœ์„œ(dimensions ordering)

  • ๋‹ค์ค‘ ์ด๋ฏธ์ง€ ๋ฐฐ์น˜(multi-image batches)

  • ํ˜ผํ•ฉ ์ •๋ฐ€๋„(mixed precision) // ํ˜ผํ•ฉ ์ •๋ฐ€๋„๋ผ๋Š” ํ‘œํ˜„์ด ์žˆ๋Š” ์ค„ ๋ชฐ๋ž๋„ค์š”(ํ™๊ทœ)

  • ๋ฐ˜์ •๋ฐ€๋„(half precision)

  • attention: ์–ดํ…์…˜

๋…ผ์˜๊ฐ€ ํ•„์š”ํ•œ ๋‹จ์–ด๋“ค

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