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The Compute ICE-AGE: Invariant Compute Envelope under Addressable Graph Evolution

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R. Jay Martin II

๐Ÿ’ก ๊ฐœ์š”

๋ณธ ๋…ผ๋ฌธ์€ ์ง€์†์ ์ธ ์ƒํƒœ ๋ณ€ํ™” ์†์—์„œ๋„ ์˜๋ฏธ๋ก ์  ์—ฐ์†์„ฑ์„ ์œ ์ง€ํ•˜๋Š” ์ถ”๋ก  ์ค‘์‹ฌ AI ์‹œ์Šคํ…œ๊ณผ ๋‹ฌ๋ฆฌ, ์˜๊ตฌ์ ์ธ ๊ทธ๋ž˜ํ”„ ๊ตฌ์กฐ ์œ„์—์„œ ๊ตญ์†Œ์ ์ธ ๋ณ€ํ™”๋ฅผ ํ†ตํ•ด ์˜๋ฏธ๋ก ์  ์—ฐ์†์„ฑ์„ ์ ์ง„์ ์œผ๋กœ ์ง„ํ™”์‹œํ‚ค๋Š” ์ƒˆ๋กœ์šด ์ปดํ“จํŒ… ํ™˜๊ฒฝ์ธ "Compute ICE-AGE"๋ฅผ ์ œ์•ˆํ•ฉ๋‹ˆ๋‹ค. Apple Silicon M2 ํ•˜๋“œ์›จ์–ด์—์„œ 1๋ฐฑ๋งŒ์—์„œ 2์ฒœ 5๋ฐฑ๋งŒ ๊ฐœ์˜ ๋…ธ๋“œ๋กœ ๊ตฌ์„ฑ๋œ ๋Œ€๊ทœ๋ชจ ๊ทธ๋ž˜ํ”„์—์„œ๋„ ๋งˆ์ดํฌ๋กœ์ดˆ ๋‹จ์œ„์˜ ๋‚ฎ์€ ์ง€์—ฐ ์‹œ๊ฐ„๊ณผ 17.2%์˜ ์•ˆ์ •์ ์ธ CPU ์‚ฌ์šฉ๋ฅ ์„ ๋ณด์—ฌ์ฃผ์—ˆ์Šต๋‹ˆ๋‹ค.

๐Ÿ”‘ ์‹œ์‚ฌ์  ๋ฐ ํ•œ๊ณ„

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๋ณต์žกํ•œ ๊ทธ๋ž˜ํ”„ ํ™˜๊ฒฝ์—์„œ๋„ ์˜๋ฏธ๋ก ์  ์—ฐ์†์„ฑ์„ ํšจ์œจ์ ์œผ๋กœ ์œ ์ง€ํ•  ์ˆ˜ ์žˆ๋Š” ์ƒˆ๋กœ์šด ์ปดํ“จํŒ… ํŒจ๋Ÿฌ๋‹ค์ž„์„ ์ œ์‹œํ•ฉ๋‹ˆ๋‹ค.
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์ถ”๋ก  ์ค‘์‹ฌ AI์˜ ๋น„ํšจ์œจ์„ฑ์„ ๊ทน๋ณตํ•˜๊ณ , ์ œํ•œ๋œ ์ปดํ“จํŒ… ์ž์› ํ•˜์—์„œ๋„ ์•ˆ์ •์ ์ด๊ณ  ํ™•์žฅ ๊ฐ€๋Šฅํ•œ ์‹œ์Šคํ…œ์„ ๊ตฌ์ถ•ํ•  ์ˆ˜ ์žˆ๋Š” ๊ฐ€๋Šฅ์„ฑ์„ ๋ณด์—ฌ์ค๋‹ˆ๋‹ค.
โ€ข
์ œ์•ˆ๋œ ์‹œ์Šคํ…œ์˜ ํšจ์œจ์„ฑ์€ ํŠน์ • ํ•˜๋“œ์›จ์–ด(Apple Silicon M2) ๋ฐ ๊ตฌํ˜„ ๋ฐฉ์‹์— ๋Œ€ํ•œ ๊ฒฝํ—˜์  ๊ฒฐ๊ณผ์ด๋ฉฐ, ๋‹ค์–‘ํ•œ ํ•˜๋“œ์›จ์–ด ์•„ํ‚คํ…์ฒ˜์™€ ์‹ค์ œ ์ ์šฉ ์‹œ๋‚˜๋ฆฌ์˜ค์—์„œ์˜ ์„ฑ๋Šฅ ๊ฒ€์ฆ์ด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค.
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