GPU ๋ฆฌ์ „ ๋ฐ ์˜์—ญ


Compute Engine ๋ฆฌ์†Œ์Šค๋Š” ์ „ ์„ธ๊ณ„ ์—ฌ๋Ÿฌ ๊ณณ์—์„œ ํ˜ธ์ŠคํŒ…๋ฉ๋‹ˆ๋‹ค. ์ด๋Ÿฌํ•œ ์œ„์น˜๋Š” ๋ฆฌ์ „๊ณผ ์˜์—ญ์œผ๋กœ ๊ตฌ์„ฑ๋ฉ๋‹ˆ๋‹ค. ์ž์„ธํ•œ ๋‚ด์šฉ์€ ๋ฆฌ์ „ ๋ฐ ์˜์—ญ์„ ์ฐธ์กฐํ•˜์„ธ์š”.

GPU๋Š” A4X, A4, A3, A2, G2 ๊ฐ€์†๊ธฐ ์ตœ์ ํ™” ๋ฐ N1 ๋ฒ”์šฉ ๋จธ์‹  ์œ ํ˜•์—์„œ ์ง€์›๋ฉ๋‹ˆ๋‹ค. ๊ฐ ๋จธ์‹  ์œ ํ˜•์—์„œ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ๋Š” GPU ๋ชจ๋ธ์— ๋Œ€ํ•œ ์ž์„ธํ•œ ๋‚ด์šฉ์€ GPU ๋จธ์‹ ์„ ์ฐธ์กฐํ•˜์„ธ์š”.

๊ฐ ์˜์—ญ์—์„œ๋Š” ๋‹ค์–‘ํ•œ GPU ๋ชจ๋ธ์„ ์ œ๊ณตํ•˜๋ฉฐ VM์€ ํ•ด๋‹น ์˜์—ญ์—์„œ ์‚ฌ์šฉ ๊ฐ€๋Šฅํ•œ GPU๋งŒ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์˜ˆ๋ฅผ ๋“ค์–ด asia-east1-a์—์„œ๋Š” N1 ๋ฒ”์šฉ VM์„ ๋งŒ๋“ค๊ณ  T4, V100, P100 GPU๋ฅผ ์—ฐ๊ฒฐํ•  ์ˆ˜ ์žˆ์ง€๋งŒ P4 GPU๋Š” ์—ฐ๊ฒฐํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค. asia-east1-a์—์„œ๋Š” VM์— L4 GPU๊ฐ€ ์ž๋™์œผ๋กœ ์—ฐ๊ฒฐ๋œ G2 ๊ฐ€์†๊ธฐ ์ตœ์ ํ™” VM์„ ๋งŒ๋“ค ์ˆ˜ ์žˆ์ง€๋งŒ, A100 80GB GPU๊ฐ€ ์—ฐ๊ฒฐ๋œ A2 ๊ฐ€์†๊ธฐ ์ตœ์ ํ™” VM์€ ๋งŒ๋“ค ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.

์ด ๋ฌธ์„œ์—์„œ๋Š” ๋ฆฌ์ „ ๋ฐ ์˜์—ญ๋ณ„๋กœ GPU ๋ชจ๋ธ์˜ ๊ฐ€์šฉ์„ฑ์ด ์ •๋ฆฌ๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค.

๋ฆฌ์ „ ๋ฐ ์˜์—ญ๋ณ„ GPU ๊ฐ€์šฉ์„ฑ

์ •๋ ฌ ๊ฐ€๋Šฅํ•œ ๋‹ค์Œ ํ‘œ์—์„œ ๋‹ค์–‘ํ•œ ์˜ต์…˜์„ ์„ ํƒํ•˜๋ฉด GPU ๋ฆฌ์†Œ์Šค๋ฅผ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ๋Š” ์œ„์น˜๋ฅผ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์œ„์น˜ ๋˜๋Š” GPU ๋จธ์‹  ์œ ํ˜•๋ณ„๋กœ ๊ฒ€์ƒ‰ํ•˜๊ฑฐ๋‚˜ ๋‘˜์„ ์กฐํ•ฉํ•˜์—ฌ ๊ฒ€์ƒ‰ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

์˜์—ญ ์œ„์น˜ GPU ๋จธ์‹  ์œ ํ˜• NVIDIA RTX ๊ฐ€์ƒ ์›Œํฌ์Šคํ…Œ์ด์…˜(vWS)
africa-south1-a
africa-south1-b
africa-south1-c
๋‚จ์•„ํ”„๋ฆฌ์นด ๊ณตํ™”๊ตญ ์š”ํ•˜๋„ค์Šค๋ฒ„๊ทธ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
asia-east1-a ์•„์‹œ์•„ ํƒœํ‰์–‘ ํƒ€์ด์™„ ์ฐฝํ›„์•„ ํ˜„ G2, N1+T4, N1+P100 l4-vws, t4-vws, p100-vws
asia-east1-b ์•„์‹œ์•„ ํƒœํ‰์–‘ ํƒ€์ด์™„ ์ฐฝํ›„์•„ ํ˜„ G2 l4-vws
asia-east1-c ์•„์‹œ์•„ ํƒœํ‰์–‘ ํƒ€์ด์™„ ์ฐฝํ›„์•„ ํ˜„ G2, N1+T4, N1+V100, N1+P100 l4-vws, t4-vws, p100-vws
asia-east2-a ์•„์‹œ์•„ ํƒœํ‰์–‘ ํ™์ฝฉ N1+T4 t4-vws
asia-east2-b ์•„์‹œ์•„ ํƒœํ‰์–‘ ํ™์ฝฉ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
asia-east2-c ์•„์‹œ์•„ ํƒœํ‰์–‘ ํ™์ฝฉ N1+T4 t4-vws
asia-northeast1-a ์•„์‹œ์•„ ํƒœํ‰์–‘ ์ผ๋ณธ ๋„์ฟ„ A2 Standard, G2, N1+T4 l4-vws, t4-vws
asia-northeast1-b ์•„์‹œ์•„ ํƒœํ‰์–‘ ์ผ๋ณธ ๋„์ฟ„ A3 Edge, A3 Mega, A3 High, G2 l4-vws
asia-northeast1-c ์•„์‹œ์•„ ํƒœํ‰์–‘ ์ผ๋ณธ ๋„์ฟ„ A2 Standard, G2, N1+T4 l4-vws, t4-vws
asia-northeast2-a
asia-northeast2-b
asia-northeast2-c
์•„์‹œ์•„ ํƒœํ‰์–‘ ์ผ๋ณธ ์˜ค์‚ฌ์นด ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
asia-northeast3-a ์•„์‹œ์•„ ํƒœํ‰์–‘ ๋Œ€ํ•œ๋ฏผ๊ตญ ์„œ์šธ A3 Edge, A2 Standard, G2 l4-vws
asia-northeast3-b ์•„์‹œ์•„ ํƒœํ‰์–‘ ๋Œ€ํ•œ๋ฏผ๊ตญ ์„œ์šธ A2 Standard, G2, N1+T4 l4-vws, t4-vws
asia-northeast3-c ์•„์‹œ์•„ ํƒœํ‰์–‘ ๋Œ€ํ•œ๋ฏผ๊ตญ ์„œ์šธ A3 Edge, N1+T4 t4-vws
asia-south1-a ์•„์‹œ์•„ ํƒœํ‰์–‘ ์ธ๋„ ๋ญ„๋ฐ”์ด G2, N1+T4 l4-vws, t4-vws
asia-south1-b ์•„์‹œ์•„ ํƒœํ‰์–‘ ์ธ๋„ ๋ญ„๋ฐ”์ด A3 Ultra, G2, N1+T4 l4-vws, t4-vws
asia-south1-c ์•„์‹œ์•„ ํƒœํ‰์–‘ ์ธ๋„ ๋ญ„๋ฐ”์ด A3 Edge, G2 l4-vws
asia-south2-a ์•„์‹œ์•„ ํƒœํ‰์–‘ ์ธ๋„ ๋ธ๋ฆฌ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
asia-south2-b ์•„์‹œ์•„ ํƒœํ‰์–‘ ์ธ๋„ ๋ธ๋ฆฌ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
asia-south2-c ์•„์‹œ์•„ ํƒœํ‰์–‘ ์ธ๋„ ๋ธ๋ฆฌ A3 Ultra ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
asia-southeast1-a ์•„์‹œ์•„ ํƒœํ‰์–‘ ์‹ฑ๊ฐ€ํฌ๋ฅด ์ฃผ๋กฑ์›จ์ŠคํŠธ G2, N1+T4 l4-vws, t4-vws
asia-southeast1-b ์•„์‹œ์•„ ํƒœํ‰์–‘ ์‹ฑ๊ฐ€ํฌ๋ฅด ์ฃผ๋กฑ์›จ์ŠคํŠธ A3 Mega, A3 High, A2 Standard, G2, N1+T4, N1+P4 l4-vws, t4-vws, p4-vws
asia-southeast1-c ์•„์‹œ์•„ ํƒœํ‰์–‘ ์‹ฑ๊ฐ€ํฌ๋ฅด ์ฃผ๋กฑ์›จ์ŠคํŠธ A3 Mega, A3 High, A2 Ultra, A2 Standard*, G2, N1+T4, N1+P4 l4-vws, t4-vws, p4-vws
asia-southeast2-a
asia-southeast2-b
์•„์‹œ์•„ ํƒœํ‰์–‘ ์ธ๋„๋„ค์‹œ์•„ ์ž์นด๋ฅดํƒ€ N1+T4 t4-vws
asia-southeast2-c ์•„์‹œ์•„ ํƒœํ‰์–‘ ์ธ๋„๋„ค์‹œ์•„ ์ž์นด๋ฅดํƒ€ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
australia-southeast1-a ์•„์‹œ์•„ ํƒœํ‰์–‘ ์˜ค์ŠคํŠธ๋ ˆ์ผ๋ฆฌ์•„ ์‹œ๋“œ๋‹ˆ N1+T4, N1+P4 t4-vws, p4-vws
australia-southeast1-b ์•„์‹œ์•„ ํƒœํ‰์–‘ ์˜ค์ŠคํŠธ๋ ˆ์ผ๋ฆฌ์•„ ์‹œ๋“œ๋‹ˆ N1+P4 p4-vws
australia-southeast1-c ์•„์‹œ์•„ ํƒœํ‰์–‘ ์˜ค์ŠคํŠธ๋ ˆ์ผ๋ฆฌ์•„ ์‹œ๋“œ๋‹ˆ A3 Mega*, N1+T4, N1+P100 t4-vws, p100-vws
australia-southeast2-a
australia-southeast2-b
australia-southeast2-c
์•„์‹œ์•„ ํƒœํ‰์–‘ ์˜ค์ŠคํŠธ๋ ˆ์ผ๋ฆฌ์•„ ๋ฉœ๋ฒ„๋ฅธ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
europe-north1-a
europe-north1-b
europe-north1-c
์œ ๋Ÿฝ ํ•€๋ž€๋“œ ํ•˜๋ฏธ๋‚˜ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
europe-north2-a
europe-north2-b
europe-north2-c
์œ ๋Ÿฝ ์Šค์›จ๋ด ์Šคํ†กํ™€๋ฆ„ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
europe-central2-a ์œ ๋Ÿฝ ํด๋ž€๋“œ ๋ฐ”๋ฅด์ƒค๋ฐ” ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
europe-central2-b
europe-central2-c
์œ ๋Ÿฝ ํด๋ž€๋“œ ๋ฐ”๋ฅด์ƒค๋ฐ” N1+T4 t4-vws
europe-west1-b ์œ ๋Ÿฝ ๋ฒจ๊ธฐ์— ์…๊ธฐ์Šฌ๋ž‘ A3 Ultra, A3 Mega*, A3 High*, G2, N1+T4, N1+P100 l4-vws, t4-vws, p100-vws
europe-west1-c ์œ ๋Ÿฝ ๋ฒจ๊ธฐ์— ์…๊ธฐ์Šฌ๋ž‘ A3 Mega*, G2, N1+T4 l4-vws, t4-vws
europe-west1-d ์œ ๋Ÿฝ ๋ฒจ๊ธฐ์— ์…๊ธฐ์Šฌ๋ž‘ N1+T4, N1+P100 t4-vws, p100-vws
europe-west2-a ์œ ๋Ÿฝ ์ž‰๊ธ€๋žœ๋“œ ๋Ÿฐ๋˜ G2, N1+T4 l4-vws, t4-vws
europe-west2-b ์œ ๋Ÿฝ ์ž‰๊ธ€๋žœ๋“œ ๋Ÿฐ๋˜ A3 Edge, G2, N1+T4 l4-vws, t4-vws
europe-west2-c ์œ ๋Ÿฝ ์ž‰๊ธ€๋žœ๋“œ ๋Ÿฐ๋˜ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
europe-west3-a ์œ ๋Ÿฝ ๋…์ผ ํ”„๋ž‘ํฌํ‘ธ๋ฅดํŠธ A3 Edge, G2 l4-vws
europe-west3-b ์œ ๋Ÿฝ ๋…์ผ ํ”„๋ž‘ํฌํ‘ธ๋ฅดํŠธ G2, N1+T4 l4-vws, t4-vws
europe-west3-c ์œ ๋Ÿฝ ๋…์ผ ํ”„๋ž‘ํฌํ‘ธ๋ฅดํŠธ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
europe-west4-a ์œ ๋Ÿฝ ๋„ค๋œ๋ž€๋“œ ์— ์Šคํ•˜๋ฒค A2 Ultra, A2 Standard*, G2, N1+T4, N1+V100, N1+P100 l4-vws, t4-vws, p100-vws
europe-west4-b ์œ ๋Ÿฝ ๋„ค๋œ๋ž€๋“œ ์— ์Šคํ•˜๋ฒค A3 Ultra, A3 Mega, A2 Ultra, A2 Standard*, G2, N1+T4, N1+P4, N1+V100 l4-vws, t4-vws, p4-vws
europe-west4-c ์œ ๋Ÿฝ ๋„ค๋œ๋ž€๋“œ ์— ์Šคํ•˜๋ฒค A3 ๋ฉ”๊ฐ€, A2 ์šธํŠธ๋ผ, G2, N1+T4, N1+P4, N1+V100 l4-vws, t4-vws, p4-vws
europe-west6-a ์œ ๋Ÿฝ ์Šค์œ„์Šค ์ทจ๋ฆฌํžˆ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
europe-west6-b ์œ ๋Ÿฝ ์Šค์œ„์Šค ์ทจ๋ฆฌํžˆ G2 l4-vws
europe-west6-c ์œ ๋Ÿฝ ์Šค์œ„์Šค ์ทจ๋ฆฌํžˆ G2 l4-vws
europe-west8-a
europe-west8-b
์œ ๋Ÿฝ ์ดํƒˆ๋ฆฌ์•„ ๋ฐ€๋ผ๋…ธ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
europe-west8-c ์œ ๋Ÿฝ ์ดํƒˆ๋ฆฌ์•„ ๋ฐ€๋ผ๋…ธ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
europe-west9-a ์œ ๋Ÿฝ ํ”„๋ž‘์Šค ํŒŒ๋ฆฌ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
europe-west9-b ์œ ๋Ÿฝ ํ”„๋ž‘์Šค ํŒŒ๋ฆฌ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
europe-west9-c ์œ ๋Ÿฝ ํ”„๋ž‘์Šค ํŒŒ๋ฆฌ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
europe-west10-a
europe-west10-b
europe-west10-c
์œ ๋Ÿฝ ๋…์ผ ๋ฒ ๋ฅผ๋ฆฐ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
europe-west12-a ์œ ๋Ÿฝ ์ดํƒˆ๋ฆฌ์•„ ํ† ๋ฆฌ๋…ธ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
europe-west12-b ์œ ๋Ÿฝ ์ดํƒˆ๋ฆฌ์•„ ํ† ๋ฆฌ๋…ธ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
europe-west12-c ์œ ๋Ÿฝ ์ดํƒˆ๋ฆฌ์•„ ํ† ๋ฆฌ๋…ธ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
europe-southwest1-a
europe-southwest1-b
europe-southwest1-c
์œ ๋Ÿฝ ์ŠคํŽ˜์ธ ๋งˆ๋“œ๋ฆฌ๋“œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
me-central1-a
me-central1-b
me-central1-c
์ค‘๋™ ์นดํƒ€๋ฅด ๋„ํ•˜ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
me-central2-a ์ค‘๋™ ์‚ฌ์šฐ๋””์•„๋ผ๋น„์•„ ๋‹ด๋ง˜ G2 l4-vws
me-central2-b ์ค‘๋™ ์‚ฌ์šฐ๋””์•„๋ผ๋น„์•„ ๋‹ด๋ง˜ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
me-central2-c ์ค‘๋™ ์‚ฌ์šฐ๋””์•„๋ผ๋น„์•„ ๋‹ด๋ง˜ G2 l4-vws
me-west1-a ์ค‘๋™ ์ด์Šค๋ผ์—˜ ํ…”์•„๋น„๋ธŒ A2 ํ‘œ์ค€ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
me-west1-b ์ค‘๋™ ์ด์Šค๋ผ์—˜ ํ…”์•„๋น„๋ธŒ N1+T4 t4-vws
me-west1-c ์ค‘๋™ ์ด์Šค๋ผ์—˜ ํ…”์•„๋น„๋ธŒ A2 Standard, N1+T4 t4-vws
northamerica-northeast1-a ๋ถ๋ฏธ ํ€˜๋ฒก ๋ชฌํŠธ๋ฆฌ์˜ฌ N1+P4 p4-vws
northamerica-northeast1-b ๋ถ๋ฏธ ํ€˜๋ฒก ๋ชฌํŠธ๋ฆฌ์˜ฌ N1+P4 p4-vws
northamerica-northeast1-c ๋ถ๋ฏธ ํ€˜๋ฒก ๋ชฌํŠธ๋ฆฌ์˜ฌ N1+T4, N1+P4 t4-vws, p4-vws
northamerica-northeast2-a ๋ถ๋ฏธ ์˜จํƒ€๋ฆฌ์˜ค ์ฃผ ํ† ๋ก ํ†  G2 l4-vws
northamerica-northeast2-b ๋ถ๋ฏธ ์˜จํƒ€๋ฆฌ์˜ค ์ฃผ ํ† ๋ก ํ†  G2 l4-vws
northamerica-northeast2-c ๋ถ๋ฏธ ์˜จํƒ€๋ฆฌ์˜ค ์ฃผ ํ† ๋ก ํ†  A3 Edge ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
northamerica-south1-a
northamerica-south1-b
northamerica-south1-c
๋ถ๋ฏธ ๋ฉ•์‹œ์ฝ” ์ผ€๋ ˆํƒ€๋กœ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
southamerica-east1-a ๋‚จ๋ฏธ ๋ธŒ๋ผ์งˆ ์ƒํŒŒ์šธ๋ฃจ ์˜ค์‚ฌ์Šค์ฟ  N1+T4 t4-vws
southamerica-east1-b ๋‚จ๋ฏธ ๋ธŒ๋ผ์งˆ ์ƒํŒŒ์šธ๋ฃจ ์˜ค์‚ฌ์Šค์ฟ  ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
southamerica-east1-c ๋‚จ๋ฏธ ๋ธŒ๋ผ์งˆ ์ƒํŒŒ์šธ๋ฃจ ์˜ค์‚ฌ์Šค์ฟ  N1+T4 t4-vws
southamerica-west1-a
southamerica-west1-b
southamerica-west1-c
๋‚จ๋ฏธ ์น ๋ ˆ ์‚ฐํ‹ฐ์•„๊ณ  ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
us-central1-a ๋ถ๋ฏธ ์•„์ด์˜ค์™€ ์นด์šด์Šฌ๋ธ”๋Ÿฌํ”„์ฆˆ A4X, A3 Mega, A3 High, A2 Ultra, A2 Standard*, G2, N1+T4, N1+P4, N1+V100 l4-vws, t4-vws, p4-vws
us-central1-b ๋ถ๋ฏธ ์•„์ด์˜ค์™€ ์นด์šด์Šฌ๋ธ”๋Ÿฌํ”„์ฆˆ A4 , A3 Ultra, A3 Mega*, A2 Standard*, G2, N1+T4, N1+V100 l4-vws, t4-vws
us-central1-c ๋ถ๋ฏธ ์•„์ด์˜ค์™€ ์นด์šด์Šฌ๋ธ”๋Ÿฌํ”„์ฆˆ A3 Mega, A3 High, A2 Ultra, A2 Standard*, G2, N1+T4, N1+P4, N1+V100, N1+P100 l4-vws, t4-vws, p4-vws, p100-vws
us-central1-f ๋ถ๋ฏธ ์•„์ด์˜ค์™€ ์นด์šด์Šฌ๋ธ”๋Ÿฌํ”„์ฆˆ A2 Standard*, N1+T4, N1+V100, N1+P100 t4-vws, p100-vws
us-east1-b ๋ถ๋ฏธ ์‚ฌ์šฐ์Šค์บ๋กค๋ผ์ด๋‚˜ ๋ชฝํฌ์Šค ์ฝ”๋„ˆ A2 Standard, G2, N1+P100 l4-vws, p100-vws
us-east1-c ๋ถ๋ฏธ ์‚ฌ์šฐ์Šค์บ๋กค๋ผ์ด๋‚˜ ๋ชฝํฌ์Šค ์ฝ”๋„ˆ G2, N1+T4, N1+V100, N1+P100 l4-vws, t4-vws, p100-vws
us-east1-d ๋ถ๋ฏธ ์‚ฌ์šฐ์Šค์บ๋กค๋ผ์ด๋‚˜ ๋ชฝํฌ์Šค ์ฝ”๋„ˆ A3 Ultra, G2, N1+T4 l4-vws, t4-vws
us-east4-a ๋ถ๋ฏธ ๋ฒ„์ง€๋‹ˆ์•„ ์• ์‰ฌ๋ฒˆ A3 Mega, A3 High, G2, N1+T4, N1+P4 l4-vws, t4-vws, p4-vws
us-east4-b ๋ถ๋ฏธ ๋ฒ„์ง€๋‹ˆ์•„ ์• ์‰ฌ๋ฒˆ A3 Ultra, A3 Mega, A3 High, N1+T4, N1+P4 t4-vws, p4-vws
us-east4-c ๋ถ๋ฏธ ๋ฒ„์ง€๋‹ˆ์•„ ์• ์‰ฌ๋ฒˆ A3 ๋ฉ”๊ฐ€, A2 ์šธํŠธ๋ผ, G2, N1+T4, N1+P4 l4-vws, t4-vws, p4-vws
us-east5-a ๋ถ๋ฏธ ์˜คํ•˜์ด์˜ค ์ฝœ๋Ÿผ๋ฒ„์Šค A3 Mega, A3 High ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
us-east5-b ๋ถ๋ฏธ ์˜คํ•˜์ด์˜ค ์ฝœ๋Ÿผ๋ฒ„์Šค A2 ์šธํŠธ๋ผ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
us-east5-c ๋ถ๋ฏธ ์˜คํ•˜์ด์˜ค ์ฝœ๋Ÿผ๋ฒ„์Šค ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
us-west1-a ๋ถ๋ฏธ ์˜ค๋ฆฌ๊ฑด ๋Œˆ๋Ÿฌ์Šค A3 Mega, A3 High, G2, N1+T4, N1+V100, N1+P100 l4-vws, t4-vws
us-west1-b ๋ถ๋ฏธ ์˜ค๋ฆฌ๊ฑด ๋Œˆ๋Ÿฌ์Šค A3 Mega, A3 High, A2 Standard, G2, N1+T4, N1+V100, N1+P100 l4-vws, t4-vws, p100-vws
us-west1-c ๋ถ๋ฏธ ์˜ค๋ฆฌ๊ฑด ๋Œˆ๋Ÿฌ์Šค A3 Ultra, G2 l4-vws
us-west2-a ๋ถ๋ฏธ ์บ˜๋ฆฌํฌ๋‹ˆ์•„ ๋กœ์Šค์•ค์ ค๋ ˆ์Šค ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
us-west2-b
us-west2-c
๋ถ๋ฏธ ์บ˜๋ฆฌํฌ๋‹ˆ์•„ ๋กœ์Šค์•ค์ ค๋ ˆ์Šค N1+T4, N1+P4 t4-vws, p4-vws
us-west3-a ๋ถ๋ฏธ ์œ ํƒ€ ์†”ํŠธ๋ ˆ์ดํฌ์‹œํ‹ฐ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
us-west3-b ๋ถ๋ฏธ ์œ ํƒ€ ์†”ํŠธ๋ ˆ์ดํฌ์‹œํ‹ฐ A2 Standard, N1+T4 t4-vws
us-west3-c ๋ถ๋ฏธ ์œ ํƒ€ ์†”ํŠธ๋ ˆ์ดํฌ์‹œํ‹ฐ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
us-west4-a ๋ถ๋ฏธ ๋„ค๋ฐ”๋‹ค ๋ผ์Šค๋ฒ ์ด๊ฑฐ์Šค A3 Mega, A3 High, G2, N1+T4 l4-vws, t4-vws
us-west4-b ๋ถ๋ฏธ ๋„ค๋ฐ”๋‹ค ๋ผ์Šค๋ฒ ์ด๊ฑฐ์Šค A2 Standard, N1+T4 t4-vws
us-west4-c ๋ถ๋ฏธ ๋„ค๋ฐ”๋‹ค ๋ผ์Šค๋ฒ ์ด๊ฑฐ์Šค G2 l4-vws
us-south1-a ๋ถ๋ฏธ ํ…์‚ฌ์Šค ๋Œˆ๋Ÿฌ์Šค ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
us-south1-b ๋ถ๋ฏธ ํ…์‚ฌ์Šค ๋Œˆ๋Ÿฌ์Šค A3 Ultra ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ
us-south1-c ๋ถ๋ฏธ ํ…์‚ฌ์Šค ๋Œˆ๋Ÿฌ์Šค ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ ํ•ด๋‹น ์‚ฌํ•ญ ์—†์Œ

ํ”„๋กœ๊ทธ๋ž˜๋งคํ‹ฑ ๋ฐฉ์‹์œผ๋กœ GPU ๋ฆฌ์ „ ๋ฐ ์˜์—ญ ๋ณด๊ธฐ

gcloud CLI ๋˜๋Š” REST๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ GPU๊ฐ€ ์ œ๊ณต๋˜๋Š” ๋ฆฌ์ „ ๋ฐ ์˜์—ญ์„ ํ™•์ธํ•  ์ˆ˜๋„ ์žˆ์Šต๋‹ˆ๋‹ค. ์ด์ „ ํ‘œ์™€ ๋งˆ์ฐฌ๊ฐ€์ง€๋กœ ์ด๋Ÿฌํ•œ ๋ช…๋ น์–ด์™€ ํ•จ๊ป˜ ํ•„ํ„ฐ๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ๊ฒฐ๊ณผ ๋ชฉ๋ก์„ ํŠน์ • GPU ๋ชจ๋ธ ๋˜๋Š” ๊ฐ€์†๊ธฐ ์ตœ์ ํ™” ๋จธ์‹  ์œ ํ˜•์œผ๋กœ ์ œํ•œํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ž์„ธํ•œ ๋‚ด์šฉ์€ GPU ์˜์—ญ ๋ชฉ๋ก ๋ณด๊ธฐ๋ฅผ ์ฐธ์กฐํ•˜์„ธ์š”.

์ œํ•œ ๋ฐ ์ œ์•ฝ์‚ฌํ•ญ

  • A3 Mega ๋จธ์‹  ์œ ํ˜•์˜ ๊ฒฝ์šฐ ๋‹ค์Œ ๋ฆฌ์ „ ๋ฐ ์˜์—ญ์ด ์ œํ•œ ์šฉ๋Ÿ‰์œผ๋กœ ์ œ๊ณต๋ฉ๋‹ˆ๋‹ค. ์ด๋Ÿฌํ•œ ๋ฆฌ์ „ ๋ฐ ์˜์—ญ์— ์•ก์„ธ์Šคํ•˜๋ ค๋ฉด ๊ธฐ์ˆ ๊ณ„์ • ๊ด€๋ฆฌ์ž(TAM)์—๊ฒŒ ๋ฌธ์˜ํ•˜์„ธ์š”.

    • ์•„์‹œ์•„ ํƒœํ‰์–‘ ์˜ค์ŠคํŠธ๋ ˆ์ผ๋ฆฌ์•„ ์‹œ๋“œ๋‹ˆ: australia-southeast1-c
    • ์œ ๋Ÿฝ ๋ฒจ๊ธฐ์— ์…๊ธฐ์Šฌ๋ž‘: europe-west1-b,c
    • ๋ถ๋ฏธ ์•„์ด์˜ค์™€ ์นด์šด์Šฌ๋ธ”๋Ÿฌํ”„์ฆˆ: us-central1-b
  • A3 High ๋จธ์‹  ์œ ํ˜•์˜ ๊ฒฝ์šฐ ๋‹ค์Œ ๋ฆฌ์ „ ๋ฐ ์˜์—ญ์ด ์ œํ•œ ์šฉ๋Ÿ‰์œผ๋กœ ์ œ๊ณต๋ฉ๋‹ˆ๋‹ค. ์ด๋Ÿฌํ•œ ๋ฆฌ์ „ ๋ฐ ์˜์—ญ์— ์•ก์„ธ์Šคํ•˜๋ ค๋ฉด ๊ธฐ์ˆ ๊ณ„์ • ๊ด€๋ฆฌ์ž(TAM)์—๊ฒŒ ๋ฌธ์˜ํ•˜์„ธ์š”.

    • ์œ ๋Ÿฝ ๋ฒจ๊ธฐ์— ์…๊ธฐ์Šฌ๋ž‘: europe-west1-b
  • A2 Standard ๋จธ์‹  ์œ ํ˜•์˜ ๊ฒฝ์šฐ a2-megagpu-16g ๋จธ์‹ ์„ ๋‹ค์Œ ๋ฆฌ์ „ ๋ฐ ์˜์—ญ์—์„œ๋งŒ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

    • ๋ถ๋ฏธ, ์•„์ด์˜ค์™€: us-central1-a,b,c,f
    • ์œ ๋Ÿฝ, ๋„ค๋œ๋ž€๋“œ: europe-west4-a,b
    • ์•„์‹œ์•„ ํƒœํ‰์–‘, ์‹ฑ๊ฐ€ํฌ๋ฅด: asia-southeast1-c

GPU ๋ฆฌ์ „ ๋ฐ ์˜์—ญ๋ณ„ ๋กœ์ปฌ SSD ๊ฐ€์šฉ์„ฑ

๊ฐ GPU ๋จธ์‹  ์œ ํ˜•์— ๋‹ค์Œ๊ณผ ๊ฐ™์€ ๋กœ์ปฌ SSD ๋””์Šคํฌ๋ฅผ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

  • A4X: ๋กœ์ปฌ SSD ๋””์Šคํฌ๋Š” ์‚ฌ์šฉ ๊ฐ€๋Šฅํ•œ ๋ชจ๋“  A4X ๋ฆฌ์ „ ๋ฐ ์˜์—ญ์˜ VM์— ์ž๋™์œผ๋กœ ์—ฐ๊ฒฐ๋ฉ๋‹ˆ๋‹ค.

  • A4: ๋กœ์ปฌ SSD ๋””์Šคํฌ๋Š” ์‚ฌ์šฉ ๊ฐ€๋Šฅํ•œ ๋ชจ๋“  A4 ๋ฆฌ์ „ ๋ฐ ์˜์—ญ์˜ VM์— ์ž๋™์œผ๋กœ ์—ฐ๊ฒฐ๋ฉ๋‹ˆ๋‹ค.

  • A3 Ultra, A3 Mega, A3 High, A3 Edge: ๋กœ์ปฌ SSD ๋””์Šคํฌ๋Š” ์‚ฌ์šฉ ๊ฐ€๋Šฅํ•œ ๋ชจ๋“  A3 ๋ฆฌ์ „ ๋ฐ ์˜์—ญ์—์„œ VM์— ์ž๋™์œผ๋กœ ์—ฐ๊ฒฐ๋ฉ๋‹ˆ๋‹ค.

  • A2 ์šธํŠธ๋ผ: ๋กœ์ปฌ SSD ๋””์Šคํฌ๋Š” ์‚ฌ์šฉ ๊ฐ€๋Šฅํ•œ ๋ชจ๋“  A2 ์šธํŠธ๋ผ ๋ฆฌ์ „๊ณผ ์˜์—ญ์˜ VM์— ์ž๋™์œผ๋กœ ์—ฐ๊ฒฐ๋ฉ๋‹ˆ๋‹ค.

  • A2 ํ‘œ์ค€: ๋กœ์ปฌ SSD ๋””์Šคํฌ๋Š” ์‚ฌ์šฉ ๊ฐ€๋Šฅํ•œ ๋ชจ๋“  A2 ํ‘œ์ค€ ๋ฆฌ์ „ ๋ฐ ์˜์—ญ์—์„œ ์ง€์›๋ฉ๋‹ˆ๋‹ค.

  • G2: ๋กœ์ปฌ SSD ๋””์Šคํฌ๋Š” ์‚ฌ์šฉ ๊ฐ€๋Šฅํ•œ ๋ชจ๋“  G2 ๋ฆฌ์ „ ๋ฐ ์˜์—ญ์—์„œ ์ง€์›๋ฉ๋‹ˆ๋‹ค.

  • N1+T4: ๋กœ์ปฌ SSD ๋””์Šคํฌ๋Š” ์‚ฌ์šฉ ๊ฐ€๋Šฅํ•œ ๋ชจ๋“  N1+T4 ๋ฆฌ์ „ ๋ฐ ์˜์—ญ์—์„œ ์ง€์›๋ฉ๋‹ˆ๋‹ค.

  • N1+V100: ๋กœ์ปฌ SSD ๋””์Šคํฌ๋Š” ๋‹ค์Œ์„ ์ œ์™ธํ•˜๊ณ  ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ๋Š” ๋Œ€๋ถ€๋ถ„์˜ N1+V100 ๋ฆฌ์ „ ๋ฐ ์˜์—ญ์—์„œ ์ง€์›๋ฉ๋‹ˆ๋‹ค.

    • us-east1-c
  • N1+P100: ๋กœ์ปฌ SSD ๋””์Šคํฌ๋Š” ์‚ฌ์šฉ ๊ฐ€๋Šฅํ•œ ๋ชจ๋“  N1+P100 ๋ฆฌ์ „ ๋ฐ ์˜์—ญ์—์„œ ์ง€์›๋ฉ๋‹ˆ๋‹ค.

  • N1+P4: ๋กœ์ปฌ SSD ๋””์Šคํฌ๋Š” us-central1-c ๋ฐ northamerica-northeast1-b ์˜์—ญ์—์„œ๋งŒ ์ง€์›๋ฉ๋‹ˆ๋‹ค.

๋‹ค์Œ ๋‹จ๊ณ„