MLOps7 MLng - TensorRT / dev basicz TensorRT = 속도 개선/정확도 최적화 + GPU모델 inference(predict, generate) 실행 공식 ] https://blogs.nvidia.co.kr/2020/02/19/nvidia-tensor-rt/ 블로그] https://blog.si-analytics.ai/32 1. primitive : int, char, boolean compound/ composite : class ; combi of prim static : array dynamic : linked list -> managing a memory heap built in structure : list 2. tensor fusion 3. toolkit library https://stackoverflow.com/questi.. 2022. 5. 16. MLops - 책 추천 / kubeflow 중심 3권 쿠버네티스에서 머신러닝이 처음이라면, 쿠브플로우 http://naver.me/xnvZaI08 ML 시스템 디자인패턴 http://naver.me/5NYv0iK6 MLflow를 활용한 MLops http://naver.me/GhPrRfbF 2022. 5. 14. MLops - [Paper] Hidden Technical Debt in Machine Learning Systems - terms 1.Static (progam) analysis : [wiki] the analysis of computer software performed without executing any programs, in contrast with dynamic analysis, which is performed on programs during their execution 2.Pipeline jungles : scrapes, join, samplings, etc are ineffienciently used 3.Upstream producer : [ wiki ] sending data from clinet, local device to server [ blog ] https://smallbusiness.ch.. 2022. 5. 13. 이전 1 2 다음
