Machine Learning & Artificial Intelligence – NVIDIA Technical Blog http://www.open-lab.net/ko-kr/blog Fri, 28 Feb 2025 07:49:48 +0000 ko-KR hourly 1 NVIDIA cuDF? ???? JSON Lines? pandas?? 100? ? ??? ?? http://www.open-lab.net/ko-kr/blog/json-lines-reading-with-pandas-100x-faster-using-nvidia-cudf/ Fri, 28 Feb 2025 07:44:19 +0000 http://www.open-lab.net/ko-kr/blog/?p=3541 Reading Time: 6 minutes JSON? ??? ?? ?? ?? ??? ??? ?? ??? ?? ???? ????, ?? ? ?????? ? ?? ?? ??(LLM)? ?? ?????. JSON ??? ??? ?? ? ???, ??? ???? ? ??? ????? ??? ?????? ?????. JSON ???? ??? ??? ?? ???? ???? ?? ? ???? ??? JSON Lines(NDJSON???? ?)? ??? ??? ??? ????. JSON Lines … Continued]]> Reading Time: 6 minutes JSON? ??? ?? ?? ?? ??? ??? ?? ??? ?? ???? ????, ?? ? ?????? ? ?? ?? ??(LLM)? ?? ?????. JSON ??? ??? ?? ? ???, ??? ???? ? ??? ????? ??? ?????? ?????. JSON ???? ??? ??? ?? ???? ???? ?? ? ???? ??? JSON Lines(NDJSON???? ?)? ??? ??? ??? ????. JSON Lines ???? DataFrame?? ?? ??? ?? ??? ???? ?? ? ? ?? ? ?????. ? ?????? ?? ?????? ???? JSON Lines ???? DataFrame?? ????…

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]]> 3541 NVIDIA cuDNN 9? ????? ??? http://www.open-lab.net/ko-kr/blog/accelerating-transformers-with-nvidia-cudnn-9/ http://www.open-lab.net/ko-kr/blog/accelerating-transformers-with-nvidia-cudnn-9/#respond Wed, 12 Jun 2024 03:22:26 +0000 http://www.open-lab.net/ko-kr/blog/?p=2813 Reading Time: 7 minutes NVIDIA CUDA ? ?? ???? ?????(cuDNN)? ??? ???? ? ?? ?? ??? ????? ?? GPU ?? ????????. cuDNN? PyTorch, TensorFlow ? XLA(?? ?? ??)? ?? ?? ?? ? ?? ?????? ?????. ??? ?????? ?? GPU ?????? ???? ?????? ?? ????? ??? ?? ?? ??? ???? ?????? ? ??? ? ????. cuDNN? ???? ?? ?? ??? … Continued]]> Reading Time: 7 minutes NVIDIA CUDA ? ?? ???? ?????(cuDNN)? ??? ???? ? ?? ?? ??? ????? ?? GPU ?? ????????. cuDNN? PyTorch, TensorFlow ? XLA(?? ?? ??)? ?? ?? ?? ? ?? ?????? ?????. ??? ?????? ?? GPU ?????? ???? ?????? ?? ????? ??? ?? ?? ??? ???? ?????? ? ??? ? ????. cuDNN? ???? ?? ?? ??? ?? ??? ??????? ??? ??? ????? ??? ? ?? ????. ???? SDPA(Scaled Dot Product Attention)? ?? ?? ??(LLM)?…

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]]> http://www.open-lab.net/ko-kr/blog/accelerating-transformers-with-nvidia-cudnn-9/feed/ 0 2813 NVIDIA AI Enterprise IGX? ?? ???? ?? ??? AI ?? http://www.open-lab.net/ko-kr/blog/powering-mission-critical-ai-at-the-edge-with-ai-enterprise-igx/ http://www.open-lab.net/ko-kr/blog/powering-mission-critical-ai-at-the-edge-with-ai-enterprise-igx/#respond Fri, 26 Apr 2024 04:27:29 +0000 http://www.open-lab.net/ko-kr/blog/?p=2607 Reading Time: 3 minutes NVIDIA SDK? ??? ??, ??, ????? ???? ??? ?? ???? AI ??????? ???? ? ??? ??? ?????. ??? ?? ? ??? ??? ???? ???? ?? ??? ?? ??? ????? AI ???? ????? ??????? ??? ???? ????? ?????? ?? ?????.  NVIDIA? ???? ?? ??? AI ??????? ???? ????. NVIDIA AI Enterprise IGX? NVIDIA IGX ????? ?? … Continued]]> Reading Time: 3 minutes NVIDIA SDK? ??? ??, ??, ????? ???? ??? ?? ???? AI ??????? ???? ? ??? ??? ?????. ??? ?? ? ??? ??? ???? ???? ?? ??? ?? ??? ????? AI ???? ????? ??????? ??? ???? ????? ?????? ?? ?????. NVIDIA? ???? ?? ??? AI ??????? ???? ????. NVIDIA AI Enterprise IGX? NVIDIA IGX ????? ?? AI? ???? ?? ??????? ????? ??????. NVIDIA IGX? ??? ?? ??, ?? ?? ??, ?? ?? ????? ?? ??? ??? ??…

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]]> http://www.open-lab.net/ko-kr/blog/powering-mission-critical-ai-at-the-edge-with-ai-enterprise-igx/feed/ 0 2607 NVIDIA AI ?????? ??????? AI ???? http://www.open-lab.net/ko-kr/blog/build-enterprise-grade-ai-with-nvidia-ai-software/ http://www.open-lab.net/ko-kr/blog/build-enterprise-grade-ai-with-nvidia-ai-software/#respond Wed, 31 Jan 2024 01:19:20 +0000 http://www.open-lab.net/ko-kr/blog/?p=2408 Reading Time: 4 minutes ChatGPT ?? ??, ? ?? ???? AI? ??? ??? ??? AI? ?????? ???? ?? ???? ????. ??? ??? ????? ?? ??? AI? ?? ??? ???? ?? ?? ???, ???, ??? ?? ?? ??? ???? ?? ???? ?????. ?????? AI ?? ??? ????? ??? ETL(??, ??, ??) ??? ????, ? ???? ???? ??? ? ??? ?????. … Continued]]> Reading Time: 4 minutes ChatGPT ?? ??, ? ?? ???? AI? ??? ??? ??? AI? ?????? ???? ?? ???? ????. ??? ??? ????? ?? ??? AI? ?? ??? ???? ?? ?? ???, ???, ??? ?? ?? ??? ???? ?? ???? ?????. ?????? AI ?? ??? ????? ??? ETL(??, ??, ??) ??? ????, ? ???? ???? ??? ? ??? ?????. ? ???? AI ??? ??????. ??? ???? ?? ??? ?? ? ?? ?????. ??? ??? ? ??? ????? ??? ?????? ???? ????? ?? ??? ? ?? AI ??????? ????…

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]]> http://www.open-lab.net/ko-kr/blog/build-enterprise-grade-ai-with-nvidia-ai-software/feed/ 0 2408 NVIDIA AI Workbench? ?? ?? ??? ??? AI ??? ??? ?? ? ?? http://www.open-lab.net/ko-kr/blog/develop-and-deploy-scalable-generative-ai-models-seamlessly-with-nvidia-ai-workbench/ http://www.open-lab.net/ko-kr/blog/develop-and-deploy-scalable-generative-ai-models-seamlessly-with-nvidia-ai-workbench/#respond Fri, 11 Aug 2023 06:55:56 +0000 http://www.open-lab.net/ko-kr/blog/?p=1914 Reading Time: 6 minutes ??? ??? AI ??? ??????? ???? ?? ???? ??? ?????. ??? ?? ???? ??? ?? ??? ?? ?? ??? ??? ???? ??? ????, ???? ?? ?? ??? ?? ??? ????? ?? ??? ????. ? ? ????? ????? PC? ??????? ?? ??? ??? ??? ???? ???? ???. ??? ???? ??? ??? ??? ?? ???? ??? ?? … Continued]]> Reading Time: 6 minutes ??? ??? AI ??? ??????? ???? ?? ???? ??? ?????. ??? ?? ???? ??? ?? ??? ?? ?? ??? ??? ???? ??? ????, ???? ?? ?? ??? ?? ??? ????? ?? ??? ????. ? ? ????? ????? PC? ??????? ?? ??? ??? ??? ???? ???? ???. ??? ???? ??? ??? ??? ?? ???? ??? ?? ?? ????? ?? ??? ???? ???? ???. ?? ?? ??? ????? ???? ????? ? ? ? ????? ?? ???? ??? ?? ??? ? ????. NVIDIA AI ????? ???, ??, ??? ? ??? ??…

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]]> http://www.open-lab.net/ko-kr/blog/develop-and-deploy-scalable-generative-ai-models-seamlessly-with-nvidia-ai-workbench/feed/ 0 1914 Azure Machine Learning?? NVIDIA AI Enterprise? ?? ???? http://www.open-lab.net/ko-kr/blog/harnessing-the-power-of-nvidia-ai-enterprise-on-azure-machine-learning/ http://www.open-lab.net/ko-kr/blog/harnessing-the-power-of-nvidia-ai-enterprise-on-azure-machine-learning/#respond Wed, 14 Jun 2023 05:26:26 +0000 http://www.open-lab.net/ko-kr/blog/?p=1671 Reading Time: 5 minutes AI? ??? ??? ?? ???? ??? ??? ??? ????? ????? ??? ?? ??? ??? ???? ????. ? ?? ??? ??? AI? ???? ?? ??? ???? ??? ??? ??? ?????, ?????, ????? ???? ?? ??? ??? ????.  NVIDIA AI Enterprise? ??? ??, ???, API ??? ? ??????? ??? ?? ??????? AI, ?? ??(ML) ? ??? ??? ???? … Continued]]> Reading Time: 5 minutes AI? ??? ??? ?? ???? ??? ??? ??? ????? ????? ??? ?? ??? ??? ???? ????. ? ?? ??? ??? AI? ???? ?? ??? ???? ??? ??? ??? ?????, ?????, ????? ???? ?? ??? ??? ????. NVIDIA AI Enterprise? ??? ??, ???, API ??? ? ??????? ??? ?? ??????? AI, ?? ??(ML) ? ??? ??? ???? ??? ? ??? ??? ???? ????? ??????. AI ???? ???? ?? ??? ? ??? ??? ???? ???? ????? ?? ??? ?? ?? ?????…

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]]> http://www.open-lab.net/ko-kr/blog/harnessing-the-power-of-nvidia-ai-enterprise-on-azure-machine-learning/feed/ 0 1671 Must Watch: GTC ??? ?? ?? http://www.open-lab.net/ko-kr/blog/must-watch-gtc23spring/ http://www.open-lab.net/ko-kr/blog/must-watch-gtc23spring/#respond Mon, 13 Mar 2023 09:48:48 +0000 http://www.open-lab.net/ko-kr/blog/?p=1396 Reading Time: 4 minutes ?????! ?? ?? ???? AI? ????? ??? ?? ??? ??? ????? NVIDIA GTC 2023? 3? 20?(?)?? 3? 24?(?)?? ????? ??? ?????.  GTC? ???, ???, ???? ??? ??? ?????? ???, ??? ????? ???? ????? ???? ?? ? ?? ?? ???? ?? ? ?? ???? ??????.  650? ??? ??? ?? AI, HPC, ????, ????, ?? AI ? … Continued]]> Reading Time: 4 minutes ?????! ?? ?? ???? AI? ????? ??? ?? ??? ??? ????? NVIDIA GTC 2023? 3? 20?(?)?? 3? 24?(?)?? ????? ??? ?????. GTC? ???, ???, ???? ??? ??? ?????? ???, ??? ????? ???? ????? ???? ?? ? ?? ?? ???? ?? ? ?? ???? ??????. 650? ??? ??? ?? AI, HPC, ????, ????, ?? AI ? ??? ??? ????? ? ?? ?? ??? ? ???? ???? ?? ??? ?? ???? ? ????. ??? ??? ?? ??? ?? ???, ???? ??…

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]]> http://www.open-lab.net/ko-kr/blog/must-watch-gtc23spring/feed/ 0 1396 Tox? ?? ??? ???? ???? ????? ?? http://www.open-lab.net/ko-kr/blog/how-to-manage-virtual-environments-and-automate-testing-with-tox/ http://www.open-lab.net/ko-kr/blog/how-to-manage-virtual-environments-and-automate-testing-with-tox/#respond Fri, 10 Mar 2023 08:06:21 +0000 http://www.open-lab.net/ko-kr/blog/?p=1390 Reading Time: 6 minutes ?? ???? Python?? ???? ????? ????? ?? ????? tox? ?????. ??? ? ??? ??? ????? ???? ??? ??? ??? ? ?? ?? ??? ??? ??? ????. ?? ??, tox? “? ???? ????(it works on my machine)”? ??? ?? ??? ?????? ???. ???? ??? ?? ? ?? ??? ????: ??, ?? ??? ?? ?? ??? ??? … Continued]]> Reading Time: 6 minutes ?? ???? Python?? ???? ????? ????? ?? ????? tox? ?????. ??? ? ??? ??? ????? ???? ??? ??? ??? ? ?? ?? ??? ??? ??? ????. ?? ??, tox? “? ???? ????(it works on my machine)”? ??? ?? ??? ?????? ???. ???? ??? ?? ? ?? ??? ????: ??, ?? ??? ?? ?? ??? ??? Windows, macOS ? Linux OS?? ??? ? ??? ????. ? ??????? tox? ?? ??? ?? ???? ??? ???? ???? ??? ??? ???????. ?? ???? ?? ???…

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]]> http://www.open-lab.net/ko-kr/blog/how-to-manage-virtual-environments-and-automate-testing-with-tox/feed/ 0 1390 AI ??? ??? ?? ??? ???? ?? 5?? ? http://www.open-lab.net/ko-kr/blog/ai-%ec%8b%9c%eb%8c%80%ec%97%90-%ec%82%ac%ec%9d%b4%eb%b2%84-%eb%b3%b4%ec%95%88-%ea%b2%bd%eb%a0%a5%ec%9d%84-%ea%b5%ac%ec%b6%95%ed%95%98%ea%b8%b0-%ec%9c%84%ed%95%9c-5%ea%b0%80%ec%a7%80-%ed%8c%81/ http://www.open-lab.net/ko-kr/blog/ai-%ec%8b%9c%eb%8c%80%ec%97%90-%ec%82%ac%ec%9d%b4%eb%b2%84-%eb%b3%b4%ec%95%88-%ea%b2%bd%eb%a0%a5%ec%9d%84-%ea%b5%ac%ec%b6%95%ed%95%98%ea%b8%b0-%ec%9c%84%ed%95%9c-5%ea%b0%80%ec%a7%80-%ed%8c%81/#respond Wed, 09 Nov 2022 05:03:00 +0000 http://www.open-lab.net/ko-kr/blog/?p=944 Reading Time: 3 minutes ??? ?? ??? NVIDIA ??? ?? ??? ? GTC ?? ? ??? ?? ?????. ??? ?? ??? ??? ? ???? ?? ??? ?????? ??? AI ??? ??? ?? ??? ?? ???? ???? ?? ?? ??? ?? ?? ?? ???, ??? ?? ? AI? ??? ???? ???? ???? ??? ????. ? ??? ?? ???? ??? ?? … Continued]]> Reading Time: 3 minutes ??? ?? ??? NVIDIA ??? ?? ??? ? GTC ?? ? ??? ?? ?????. ??? ?? ??? ??? ? ???? ?? ??? ?????? ??? AI ??? ??? ?? ??? ?? ???? ???? ?? ?? ??? ?? ?? ?? ???, ??? ?? ? AI? ??? ???? ???? ???? ??? ????. ? ??? ?? ???? ??? ?? ??? ????? ? ???? ??? ???. (ISC)² 2021 ??? ?? ???? ???, ??? ??? ?? ??? ??? ??? ??? ????? ????? 65% ? ???? ???. ?? ? ???? ????, ??? ???? ???…

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]]> http://www.open-lab.net/ko-kr/blog/ai-%ec%8b%9c%eb%8c%80%ec%97%90-%ec%82%ac%ec%9d%b4%eb%b2%84-%eb%b3%b4%ec%95%88-%ea%b2%bd%eb%a0%a5%ec%9d%84-%ea%b5%ac%ec%b6%95%ed%95%98%ea%b8%b0-%ec%9c%84%ed%95%9c-5%ea%b0%80%ec%a7%80-%ed%8c%81/feed/ 0 944 ??? ??? ?? ??? LEGO ???? ??? ???? http://www.open-lab.net/ko-kr/blog/%ec%bb%b4%ed%93%a8%ed%84%b0-%eb%b9%84%ec%a0%84%ec%9d%84-%ed%86%b5%ed%95%b4-%ea%b8%b0%ea%b3%84%ea%b0%80-lego-%ec%84%a4%eb%aa%85%ec%84%9c%eb%a5%bc-%ec%9d%bd%eb%8f%84%eb%a1%9d-%ea%b5%90%ec%9c%a1%ed%95%98/ http://www.open-lab.net/ko-kr/blog/%ec%bb%b4%ed%93%a8%ed%84%b0-%eb%b9%84%ec%a0%84%ec%9d%84-%ed%86%b5%ed%95%b4-%ea%b8%b0%ea%b3%84%ea%b0%80-lego-%ec%84%a4%eb%aa%85%ec%84%9c%eb%a5%bc-%ec%9d%bd%eb%8f%84%eb%a1%9d-%ea%b5%90%ec%9c%a1%ed%95%98/#respond Fri, 30 Sep 2022 07:49:53 +0000 http://www.open-lab.net/ko-kr/blog/?p=848 Reading Time: 3 minutes ??? ?? ??? ?? ???? ???? ??? ???? LEGO ????? ?? ???? ??? MIT ? Autodesk? ??? ?? ??? ???? ??? ? ? ?? ????. ????? 2D ???? ??? ???? 3D LEGO ??? ?? ? ?? ?? ??? ????? ? ?? ?????? ??????. ? ??? ???? ??? ???? ?? ???? ??? ??? ? ??? ?? … Continued]]> Reading Time: 3 minutes ??? ?? ??? ?? ???? ???? ??? ???? LEGO ????? ?? ???? ??? MIT ? Autodesk? ??? ?? ??? ???? ??? ? ? ?? ????. ????? 2D ???? ??? ???? 3D LEGO ??? ?? ? ?? ?? ??? ????? ? ?? ?????? ??????. ? ??? ???? ??? ???? ?? ???? ??? ??? ? ??? ?? ??? ???? ? ?? ????. “LEGO ???? ??? ?? ??? ???? ??? ?? ??? ??? ???? ???? ??? ?????. ??? ??? ?? ?? ? ???? ?? ??? ?? ??? ???? LEGO?? ???? ?????…

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]]> http://www.open-lab.net/ko-kr/blog/%ec%bb%b4%ed%93%a8%ed%84%b0-%eb%b9%84%ec%a0%84%ec%9d%84-%ed%86%b5%ed%95%b4-%ea%b8%b0%ea%b3%84%ea%b0%80-lego-%ec%84%a4%eb%aa%85%ec%84%9c%eb%a5%bc-%ec%9d%bd%eb%8f%84%eb%a1%9d-%ea%b5%90%ec%9c%a1%ed%95%98/feed/ 0 848 人人超碰97caoporen国产