Google TPU

๐Ÿ”น Google TPU (Tensor Processing Unit)

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  • TPU = Tensor Processing Unit
  • ๋จธ์‹ ๋Ÿฌ๋‹ / ๋Œ€๊ทœ๋ชจ AI ํ•™์Šต ์ „์šฉ ASIC
  • 2015๋…„ ์ฒซ ๊ฐœ๋ฐœ โ†’ 2016๋…„ ๋‚ด๋ถ€ ์‚ฌ์šฉ ์‹œ์ž‘ โ†’ ํ˜„์žฌ v5 ์„ธ๋Œ€๊นŒ์ง€ ์ง„ํ™”
  • GPT ๊ฐ™์€ LLM ํ•™์Šต ๋ฐ inference์— ํŠนํ™”

์„ค๊ณ„

  • ์‹ค๋ฆฌ์ฝ˜ ์•„ํ‚คํ…์ฒ˜: Google ์ž์ฒด ์„ค๊ณ„
  • ์ปดํŒŒ์ผ๋Ÿฌ/๋Ÿฐํƒ€์ž„: TensorFlow/XLA, JAX ๋“ฑ Google์ด ์ง์ ‘ ๊ฐœ๋ฐœ

์ œ์กฐ

  • ๋ฐ˜๋„์ฒด ์ƒ์‚ฐ: TSMC (Taiwan Semiconductor Manufacturing Company)
  • ์ตœ์‹  ์„ธ๋Œ€ TPU๋Š” ๋ณดํ†ต 7nm / 5nm ๊ณต์ •์„ ์‚ฌ์šฉ

๐Ÿ”น ๊ทธ๋ž˜ํ”ฝ/๋ชจ๋ฐ”์ผ SoC (Pixel ์Šค๋งˆํŠธํฐ์šฉ Google Tensor)

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5

๊ตฌ๊ธ€์˜ ์Šค๋งˆํŠธํฐ ์นฉ Tensor G1~G3๋Š”:

  • Google ๋””์ž์ธ + Samsung(์‚ผ์„ฑ)์˜ Exynos ๋””์ž์ธ ๊ธฐ๋ฐ˜
  • ์ œ์กฐ๋Š” ์‚ผ์„ฑ ํŒŒ์šด๋“œ๋ฆฌ (5nm / 4nm)

๊ตฌ์กฐ์ ์œผ๋กœ๋Š”:

  • Google โ†’ AI/ISP/NPU ์„ค๊ณ„ + ์ „๋žต
  • Samsung โ†’ SoC ํ†ตํ•ฉ ๋ฐ ์ƒ์‚ฐ ๊ณต์ •

โžก๏ธ Tensor ๋Š” ๊ตฌ๊ธ€์ด โ€œ์ „๋žต ๋ฐ ํ•ต์‹ฌ IPโ€๋งŒ ์žก๊ณ 
์‚ผ์„ฑ์ด โ€œํ†ตํ•ฉ+์ œ์กฐโ€๋ฅผ ๋งก๋Š” Co-design ๋ชจ๋ธ.


ํ•ต์‹ฌ ์ •๋ฆฌ

์นฉ ์ข…๋ฅ˜์„ค๊ณ„์ œ์กฐ(ํŒŒ์šด๋“œ๋ฆฌ)์“ฐ์ž„์ƒˆ
Google TPUGoogleTSMC๋ฐ์ดํ„ฐ์„ผํ„ฐ AI ํ•™์Šต/์ถ”๋ก 
Google Tensor (์Šค๋งˆํŠธํฐ)Google + Samsung ๊ณต๋™Samsung FoundryPixel ๋ชจ๋ฐ”์ผ AP