Fodev Jeong

MLflow๋ฅผ ํ™œ์šฉํ•œ Hybrid MLOps ๊ตฌ์ถ• ์˜ˆ์ œ

Introduce On-Prem GPU์™€ SageMaker๋ฅผ ํ•จ๊ป˜ ์‚ฌ์šฉํ•˜์‹œ๋Š” ๊ฒƒ์„ ๊ณ ๋ฏผํ•˜๋Š” ๊ณ ๊ฐ๋“ค์—๊ฒŒ ๋„์›€์ด ๋  ๋งŒํ•œ Hybrid MLOps System ์˜ˆ์ œ ์ฝ”๋“œ ๊ณต์œ  ๋“œ๋ฆฝ๋‹ˆ๋‹ค. ์ด ์ƒ˜ํ”Œ ํ”„๋กœ์ ํŠธ์˜ ์•„์ด๋””์–ด๋Š” On-Prem GPUs ์—์„œ ํ•™์Šต์„ ์ง„ํ–‰ํ•˜๊ณ , SageMaker Endpoint์—์„œ ๋ชจ๋ธ ์ถ”๋ก  ์„œ๋ฒ„๋ฅผ ์šด์˜ํ•˜๋Š” ๊ฒƒ ์ž…๋‹ˆ๋‹ค. MLflow๋ฅผ ...