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GPU 할당 도커에서 GPU를 할당하는 방법","frontmatter":{"title":"Docker - GPU 할당","date":"2023-03-25T10:00:00.000Z","tags":["toolkit","environment"],"series":"개발","draft":false,"excerpt":null,"image":{"childImageSharp":{"gatsbyImageData":{"layout":"fullWidth","backgroundColor":"#484848","images":{"fallback":{"src":"/static/234f0aa7ed99395b2c5b4c08dd890247/90018/docker_gpu.png","srcSet":"/static/234f0aa7ed99395b2c5b4c08dd890247/f503b/docker_gpu.png 750w,\n/static/234f0aa7ed99395b2c5b4c08dd890247/e4953/docker_gpu.png 1080w,\n/static/234f0aa7ed99395b2c5b4c08dd890247/c2802/docker_gpu.png 1366w,\n/static/234f0aa7ed99395b2c5b4c08dd890247/90018/docker_gpu.png 1720w","sizes":"100vw"},"sources":[{"srcSet":"/static/234f0aa7ed99395b2c5b4c08dd890247/77272/docker_gpu.webp 750w,\n/static/234f0aa7ed99395b2c5b4c08dd890247/317ed/docker_gpu.webp 1080w,\n/static/234f0aa7ed99395b2c5b4c08dd890247/b5c49/docker_gpu.webp 1366w,\n/static/234f0aa7ed99395b2c5b4c08dd890247/e0b55/docker_gpu.webp 1720w","type":"image/webp","sizes":"100vw"}]},"width":1,"height":0.5232558139534883}}},"author":[{"id":"Soohwan Kim","bio":"Co-founder/A.I. engineer at TUNiB.","avatar":{"childImageSharp":{"gatsbyImageData":{"layout":"fullWidth","backgroundColor":"#282838","images":{"fallback":{"src":"/static/a9e6b445142b247ee4cfa66155398bb2/0d6f4/soohwan.png","srcSet":"/static/a9e6b445142b247ee4cfa66155398bb2/248f9/soohwan.png 40w,\n/static/a9e6b445142b247ee4cfa66155398bb2/fd435/soohwan.png 80w,\n/static/a9e6b445142b247ee4cfa66155398bb2/0d6f4/soohwan.png 120w","sizes":"100vw"},"sources":[{"srcSet":"/static/a9e6b445142b247ee4cfa66155398bb2/e7f45/soohwan.webp 40w,\n/static/a9e6b445142b247ee4cfa66155398bb2/589ec/soohwan.webp 80w,\n/static/a9e6b445142b247ee4cfa66155398bb2/71a38/soohwan.webp 120w","type":"image/webp","sizes":"100vw"}]},"width":1,"height":0.6833333333333333}}}}]},"fields":{"readingTime":{"text":"1 min read"},"layout":"","slug":"/docker-gpu/"}}},{"node":{"excerpt":"Docker - 공유 디렉토리 연결 (mount) 도커를 쓰다보면 코드상에서 뭔가를 저장한다거나 어떤 데이터를 읽어와야 한다던가 하는\n상황이 있는데, 이때 공유 디렉토리를 연결해서 run하면 편하다. 나  옵션을 이용하면 쉽게 가능하다.","frontmatter":{"title":"Docker - 공유 디렉토리 연결 (mount)","date":"2023-03-14T10:00:00.000Z","tags":["toolkit","environment"],"series":"개발","draft":false,"excerpt":null,"image":{"childImageSharp":{"gatsbyImageData":{"layout":"fullWidth","backgroundColor":"#484848","images":{"fallback":{"src":"/static/f8d71aa7497e006e0a8c733679e468c3/90018/docker_mount.png","srcSet":"/static/f8d71aa7497e006e0a8c733679e468c3/f503b/docker_mount.png 750w,\n/static/f8d71aa7497e006e0a8c733679e468c3/e4953/docker_mount.png 1080w,\n/static/f8d71aa7497e006e0a8c733679e468c3/c2802/docker_mount.png 1366w,\n/static/f8d71aa7497e006e0a8c733679e468c3/90018/docker_mount.png 1720w","sizes":"100vw"},"sources":[{"srcSet":"/static/f8d71aa7497e006e0a8c733679e468c3/77272/docker_mount.webp 750w,\n/static/f8d71aa7497e006e0a8c733679e468c3/317ed/docker_mount.webp 1080w,\n/static/f8d71aa7497e006e0a8c733679e468c3/b5c49/docker_mount.webp 1366w,\n/static/f8d71aa7497e006e0a8c733679e468c3/e0b55/docker_mount.webp 1720w","type":"image/webp","sizes":"100vw"}]},"width":1,"height":0.5232558139534883}}},"author":[{"id":"Soohwan Kim","bio":"Co-founder/A.I. engineer at TUNiB.","avatar":{"childImageSharp":{"gatsbyImageData":{"layout":"fullWidth","backgroundColor":"#282838","images":{"fallback":{"src":"/static/a9e6b445142b247ee4cfa66155398bb2/0d6f4/soohwan.png","srcSet":"/static/a9e6b445142b247ee4cfa66155398bb2/248f9/soohwan.png 40w,\n/static/a9e6b445142b247ee4cfa66155398bb2/fd435/soohwan.png 80w,\n/static/a9e6b445142b247ee4cfa66155398bb2/0d6f4/soohwan.png 120w","sizes":"100vw"},"sources":[{"srcSet":"/static/a9e6b445142b247ee4cfa66155398bb2/e7f45/soohwan.webp 40w,\n/static/a9e6b445142b247ee4cfa66155398bb2/589ec/soohwan.webp 80w,\n/static/a9e6b445142b247ee4cfa66155398bb2/71a38/soohwan.webp 120w","type":"image/webp","sizes":"100vw"}]},"width":1,"height":0.6833333333333333}}}}]},"fields":{"readingTime":{"text":"1 min read"},"layout":"","slug":"/docker-mount/"}}},{"node":{"excerpt":"Sooftware Serving - Kernl ELS-RD (Lefebvre Dalloz Services) 라는 단체에서 Kernl 이라는 좋은\nInference Enginer을 내주었습니다! PyTorch 기반의 Transformer…","frontmatter":{"title":"Sooftware Serving - Kernl","date":"2022-10-30T15:11:55.000Z","tags":["nlp","serving"],"series":"개발","draft":false,"excerpt":null,"image":{"childImageSharp":{"gatsbyImageData":{"layout":"fullWidth","backgroundColor":"#f8f8f8","images":{"fallback":{"src":"/static/cc06dfef1b9fb501041f1a21c55352cd/9edb4/kernl.png","srcSet":"/static/cc06dfef1b9fb501041f1a21c55352cd/343d9/kernl.png 750w,\n/static/cc06dfef1b9fb501041f1a21c55352cd/9edb4/kernl.png 997w","sizes":"100vw"},"sources":[{"srcSet":"/static/cc06dfef1b9fb501041f1a21c55352cd/06f57/kernl.webp 750w,\n/static/cc06dfef1b9fb501041f1a21c55352cd/2da53/kernl.webp 997w","type":"image/webp","sizes":"100vw"}]},"width":1,"height":0.3761283851554664}}},"author":[{"id":"Soohwan Kim","bio":"Co-founder/A.I. engineer at TUNiB.","avatar":{"childImageSharp":{"gatsbyImageData":{"layout":"fullWidth","backgroundColor":"#282838","images":{"fallback":{"src":"/static/a9e6b445142b247ee4cfa66155398bb2/0d6f4/soohwan.png","srcSet":"/static/a9e6b445142b247ee4cfa66155398bb2/248f9/soohwan.png 40w,\n/static/a9e6b445142b247ee4cfa66155398bb2/fd435/soohwan.png 80w,\n/static/a9e6b445142b247ee4cfa66155398bb2/0d6f4/soohwan.png 120w","sizes":"100vw"},"sources":[{"srcSet":"/static/a9e6b445142b247ee4cfa66155398bb2/e7f45/soohwan.webp 40w,\n/static/a9e6b445142b247ee4cfa66155398bb2/589ec/soohwan.webp 80w,\n/static/a9e6b445142b247ee4cfa66155398bb2/71a38/soohwan.webp 120w","type":"image/webp","sizes":"100vw"}]},"width":1,"height":0.6833333333333333}}}}]},"fields":{"readingTime":{"text":"2 min read"},"layout":"post","slug":"/kernl/"}}},{"node":{"excerpt":"Sooftware Serving - Huggingface Optimum 허깅페이스에서 나온 Transformers의 Extension 라이브러리이다. 목적은 모델 학습 및 인퍼런스를 더욱 빠르게 해주기 위한 라이브러리이다. Exporting…","frontmatter":{"title":"Sooftware Serving - Huggingface Optimum","date":"2022-10-05T15:11:55.000Z","tags":["huggingface","nlp","serving"],"series":"개발","draft":false,"excerpt":null,"image":{"childImageSharp":{"gatsbyImageData":{"layout":"fullWidth","backgroundColor":"#484848","images":{"fallback":{"src":"/static/d0b8ba0447d1f90942743bf896396659/90018/optimum.png","srcSet":"/static/d0b8ba0447d1f90942743bf896396659/f503b/optimum.png 750w,\n/static/d0b8ba0447d1f90942743bf896396659/e4953/optimum.png 1080w,\n/static/d0b8ba0447d1f90942743bf896396659/c2802/optimum.png 1366w,\n/static/d0b8ba0447d1f90942743bf896396659/90018/optimum.png 1720w","sizes":"100vw"},"sources":[{"srcSet":"/static/d0b8ba0447d1f90942743bf896396659/77272/optimum.webp 750w,\n/static/d0b8ba0447d1f90942743bf896396659/317ed/optimum.webp 1080w,\n/static/d0b8ba0447d1f90942743bf896396659/b5c49/optimum.webp 1366w,\n/static/d0b8ba0447d1f90942743bf896396659/e0b55/optimum.webp 1720w","type":"image/webp","sizes":"100vw"}]},"width":1,"height":0.5232558139534883}}},"author":[{"id":"Soohwan Kim","bio":"Co-founder/A.I. engineer at TUNiB.","avatar":{"childImageSharp":{"gatsbyImageData":{"layout":"fullWidth","backgroundColor":"#282838","images":{"fallback":{"src":"/static/a9e6b445142b247ee4cfa66155398bb2/0d6f4/soohwan.png","srcSet":"/static/a9e6b445142b247ee4cfa66155398bb2/248f9/soohwan.png 40w,\n/static/a9e6b445142b247ee4cfa66155398bb2/fd435/soohwan.png 80w,\n/static/a9e6b445142b247ee4cfa66155398bb2/0d6f4/soohwan.png 120w","sizes":"100vw"},"sources":[{"srcSet":"/static/a9e6b445142b247ee4cfa66155398bb2/e7f45/soohwan.webp 40w,\n/static/a9e6b445142b247ee4cfa66155398bb2/589ec/soohwan.webp 80w,\n/static/a9e6b445142b247ee4cfa66155398bb2/71a38/soohwan.webp 120w","type":"image/webp","sizes":"100vw"}]},"width":1,"height":0.6833333333333333}}}}]},"fields":{"readingTime":{"text":"3 min read"},"layout":"post","slug":"/huggingface_optimum/"}}},{"node":{"excerpt":"Sooftware Serving - Terminology NLP…","frontmatter":{"title":"Sooftware Serving - Terminology","date":"2022-10-04T10:00:00.000Z","tags":["nlp","serving"],"series":"개발","draft":false,"excerpt":null,"image":{"childImageSharp":{"gatsbyImageData":{"layout":"fullWidth","backgroundColor":"#f8f8f8","images":{"fallback":{"src":"/static/84b2e141b3f9a93f47a0cfa786f28c22/3ad85/term.png","srcSet":"/static/84b2e141b3f9a93f47a0cfa786f28c22/912f4/term.png 750w,\n/static/84b2e141b3f9a93f47a0cfa786f28c22/3ad85/term.png 900w","sizes":"100vw"},"sources":[{"srcSet":"/static/84b2e141b3f9a93f47a0cfa786f28c22/c23ad/term.webp 750w,\n/static/84b2e141b3f9a93f47a0cfa786f28c22/fc8e8/term.webp 900w","type":"image/webp","sizes":"100vw"}]},"width":1,"height":0.7744444444444445}}},"author":[{"id":"Soohwan Kim","bio":"Co-founder/A.I. engineer at TUNiB.","avatar":{"childImageSharp":{"gatsbyImageData":{"layout":"fullWidth","backgroundColor":"#282838","images":{"fallback":{"src":"/static/a9e6b445142b247ee4cfa66155398bb2/0d6f4/soohwan.png","srcSet":"/static/a9e6b445142b247ee4cfa66155398bb2/248f9/soohwan.png 40w,\n/static/a9e6b445142b247ee4cfa66155398bb2/fd435/soohwan.png 80w,\n/static/a9e6b445142b247ee4cfa66155398bb2/0d6f4/soohwan.png 120w","sizes":"100vw"},"sources":[{"srcSet":"/static/a9e6b445142b247ee4cfa66155398bb2/e7f45/soohwan.webp 40w,\n/static/a9e6b445142b247ee4cfa66155398bb2/589ec/soohwan.webp 80w,\n/static/a9e6b445142b247ee4cfa66155398bb2/71a38/soohwan.webp 120w","type":"image/webp","sizes":"100vw"}]},"width":1,"height":0.6833333333333333}}}}]},"fields":{"readingTime":{"text":"5 min read"},"layout":"","slug":"/serving_term/"}}},{"node":{"excerpt":"Sooftware Serving - Triton Inference Server Triton Inference Server는 인공지능 모델의 인퍼런스를 도와주는 오픈소스 소프트웨어다. 다양한 프레임워크(TensorRT, TensorFlow…","frontmatter":{"title":"Sooftware Serving - Triton Inference Server","date":"2022-09-20T10:00:00.000Z","tags":["nlp","serving"],"series":"개발","draft":false,"excerpt":null,"image":{"childImageSharp":{"gatsbyImageData":{"layout":"fullWidth","backgroundColor":"#080808","images":{"fallback":{"src":"/static/2a825b8546ee78dfd77964613068ac58/60936/triton.png","srcSet":"/static/2a825b8546ee78dfd77964613068ac58/60936/triton.png 540w","sizes":"100vw"},"sources":[{"srcSet":"/static/2a825b8546ee78dfd77964613068ac58/1c40e/triton.webp 540w","type":"image/webp","sizes":"100vw"}]},"width":1,"height":0.5629629629629629}}},"author":[{"id":"Soohwan Kim","bio":"Co-founder/A.I. engineer at TUNiB.","avatar":{"childImageSharp":{"gatsbyImageData":{"layout":"fullWidth","backgroundColor":"#282838","images":{"fallback":{"src":"/static/a9e6b445142b247ee4cfa66155398bb2/0d6f4/soohwan.png","srcSet":"/static/a9e6b445142b247ee4cfa66155398bb2/248f9/soohwan.png 40w,\n/static/a9e6b445142b247ee4cfa66155398bb2/fd435/soohwan.png 80w,\n/static/a9e6b445142b247ee4cfa66155398bb2/0d6f4/soohwan.png 120w","sizes":"100vw"},"sources":[{"srcSet":"/static/a9e6b445142b247ee4cfa66155398bb2/e7f45/soohwan.webp 40w,\n/static/a9e6b445142b247ee4cfa66155398bb2/589ec/soohwan.webp 80w,\n/static/a9e6b445142b247ee4cfa66155398bb2/71a38/soohwan.webp 120w","type":"image/webp","sizes":"100vw"}]},"width":1,"height":0.6833333333333333}}}}]},"fields":{"readingTime":{"text":"3 min read"},"layout":"","slug":"/triton/"}}},{"node":{"excerpt":"Mecab 설치 & 사용자 정의 사전 추가 Mecab은 대표적인 형태소 분석기입니다. 한국어 형태소 분석기로 유명합니다만,\nMecab은 본래 일본의 Taku Kudo…","frontmatter":{"title":"Sooftware NLP - 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좋은 코딩 습관 (네이밍) 깔끔한 코드를 짜기 위한 제가 생각하는 10가지 습관입니다. ※ 저의 개인적인 주관이 포함된 글입니다. 1. 변수, 클래스명에는 동사를 넣지 않는다 변수, 클래스명은 다음과 같이 count…","frontmatter":{"title":"Sooftware Coding - 좋은 코딩 습관 (네이밍)","date":"2022-08-17T17:00:00.000Z","tags":["record"],"series":"개발","draft":false,"excerpt":null,"image":{"childImageSharp":{"gatsbyImageData":{"layout":"fullWidth","backgroundColor":"#c8d8d8","images":{"fallback":{"src":"/static/5d6d01d6e91f950d2e8c9bbde3f7fcd8/32a26/coding-habit.png","srcSet":"/static/5d6d01d6e91f950d2e8c9bbde3f7fcd8/ea847/coding-habit.png 750w,\n/static/5d6d01d6e91f950d2e8c9bbde3f7fcd8/32a26/coding-habit.png 1024w","sizes":"100vw"},"sources":[{"srcSet":"/static/5d6d01d6e91f950d2e8c9bbde3f7fcd8/57584/coding-habit.webp 750w,\n/static/5d6d01d6e91f950d2e8c9bbde3f7fcd8/16474/coding-habit.webp 1024w","type":"image/webp","sizes":"100vw"}]},"width":1,"height":0.6669921875}}},"author":[{"id":"Soohwan Kim","bio":"Co-founder/A.I. engineer at TUNiB.","avatar":{"childImageSharp":{"gatsbyImageData":{"layout":"fullWidth","backgroundColor":"#282838","images":{"fallback":{"src":"/static/a9e6b445142b247ee4cfa66155398bb2/0d6f4/soohwan.png","srcSet":"/static/a9e6b445142b247ee4cfa66155398bb2/248f9/soohwan.png 40w,\n/static/a9e6b445142b247ee4cfa66155398bb2/fd435/soohwan.png 80w,\n/static/a9e6b445142b247ee4cfa66155398bb2/0d6f4/soohwan.png 120w","sizes":"100vw"},"sources":[{"srcSet":"/static/a9e6b445142b247ee4cfa66155398bb2/e7f45/soohwan.webp 40w,\n/static/a9e6b445142b247ee4cfa66155398bb2/589ec/soohwan.webp 80w,\n/static/a9e6b445142b247ee4cfa66155398bb2/71a38/soohwan.webp 120w","type":"image/webp","sizes":"100vw"}]},"width":1,"height":0.6833333333333333}}}}]},"fields":{"readingTime":{"text":"12 min read"},"layout":"","slug":"/coding-habit/"}}},{"node":{"excerpt":"Sooftware Pandas - 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