Data Science – NVIDIA Technical Blog http://www.open-lab.net/ko-kr/blog Fri, 25 Oct 2024 06:16:36 +0000 ko-KR hourly 1 NVIDIA NeMo Curator? ??? Zyda-2 ?? 5T ?? ??? ??? ??? ?? LLM ???? http://www.open-lab.net/ko-kr/blog/train-highly-accurate-llms-with-the-zyda-2-open-5t-token-dataset-processed-with-nvidia-nemo-curator/ Fri, 25 Oct 2024 06:16:33 +0000 http://www.open-lab.net/ko-kr/blog/?p=3170 Reading Time: 3 minutes ?? ?? ??? ??? ??? ???? ?? ???? ?? ????? ???? ????? ??? ??? AI ??? ??? ? ?? ?? ??? ?????. ???? ??? ??? ???? ???? ? ??? ??? ??? ?? ?? ???? ?????? ???? ????? ???? ??? ??? ??? ? ??? ???? AI? ?? ??? ?????. Zyphra? ??? ????? ?? ??? ??? ???? … Continued]]> Reading Time: 3 minutes ?? ?? ??? ??? ??? ???? ?? ???? ?? ????? ???? ????? ??? ??? AI ??? ??? ? ?? ?? ??? ?????. ???? ??? ??? ???? ???? ? ??? ??? ??? ?? ?? ???? ?????? ???? ????? ???? ??? ??? ??? ? ??? ???? AI? ?? ??? ?????. Zyphra? ??? ????? ?? ??? ??? ???? ??? ??? ?? ??? ??? ????? AI ???? ? ?? ??? ? ??? ???. ??? ??? ???? ?? Zyphra ?? NVIDIA NeMo Curator ?? ??? ???? Zyda-1? 5? ??? 5T…

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]]> 3170 NetworkX, NVIDIA cuGraph? ??? ?? ?? ?? ??? ?? http://www.open-lab.net/ko-kr/blog/networkx-introduces-zero-code-change-acceleration-using-nvidia-cugraph/ Wed, 23 Oct 2024 04:45:56 +0000 http://www.open-lab.net/ko-kr/blog/?p=3158 Reading Time: 5 minutes NVIDIA cuGraph? ???? NetworkX? NetworkX ?? ?? ??? ?? ??? ??????. NVIDIA cuGraph? PageRank, Louvain, Betweenness Centrality? ?? ?? ?? ??? ????? ?? GPU ??? ?????. ????? ??? ??? ?? CPU? NetworkX?? ?? 50?, ??? 500??? NetworkX ?????? ?? ???? ? ????. ? ?????? NetworkX? cuGraph ??? ??? ??? ???? ?? ??? ??? ?????. ?? … Continued]]> Reading Time: 5 minutes NVIDIA cuGraph? ???? NetworkX? NetworkX ?? ?? ??? ?? ??? ??????. NVIDIA cuGraph? PageRank, Louvain, Betweenness Centrality? ?? ?? ?? ??? ????? ?? GPU ??? ?????. ????? ??? ??? ?? CPU? NetworkX?? ?? 50?, ??? 500??? NetworkX ?????? ?? ???? ? ????. ? ?????? NetworkX? cuGraph ??? ??? ??? ???? ?? ??? ??? ?????. ?? NetworkX? cuGraph ???? ???? ??? ?? ?????? ??? ???…

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]]> 3158 ?? ??? CUDA ?? http://www.open-lab.net/ko-kr/blog/even-easier-introduction-cuda/ Fri, 06 Sep 2024 05:19:59 +0000 http://www.open-lab.net/ko-kr/blog/?p=3070 Reading Time: 8 minutes ? ???? NVIDIA? ?? ?? ??? ????? ????? ??? CUDA? ?? ?? ??? ?????. 2013?? CUDA? ?? ?? ???? ?? ???? ???? ?? ??? ???? CUDA ?????? ? ???? GPU? ?? ???? ??? ????? (??? ? ??) ??? ?????. CUDA C++? CUDA? ??? ?? ??????? ?? ? ?? ?? ? ?????. ??? C++ ????? ??? … Continued]]> Reading Time: 8 minutes ? ???? NVIDIA? ?? ?? ??? ????? ????? ??? CUDA? ?? ?? ??? ?????. 2013?? CUDA? ?? ?? ???? ?? ???? ???? ?? ??? ???? CUDA ?????? ? ???? GPU? ?? ???? ??? ????? (??? ? ??) ??? ?????. CUDA C++? CUDA? ??? ?? ??????? ?? ? ?? ?? ? ?????. ??? C++ ????? ??? ???? GPU?? ???? ?? ?? ?? ???? ???? ??? ????? ??? ? ????. ?? ???? ??? ???? ?? ? ???? ?? ???? ??????? ??????, ???? ? ???? ???…

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]]> 3070 Cyborg ? RAPIDS cuVS? ?? ??? ??? ?? http://www.open-lab.net/ko-kr/blog/bringing-confidentiality-to-vector-search-with-cyborg-and-rapids-cuvs/ http://www.open-lab.net/ko-kr/blog/bringing-confidentiality-to-vector-search-with-cyborg-and-rapids-cuvs/#respond Fri, 16 Aug 2024 07:29:03 +0000 http://www.open-lab.net/ko-kr/blog/?p=3005 Reading Time: 5 minutes ??? AI ??? ?? ??????? ??? ???? ????? ???? ???? ? ???? ? ? ?? ??? ?????. ??? ?? ??????? ????? ?? ??????? ??? ??, ?? ??, ?? ??? ? ??? ??? ?????. ??? ???????? ??? ?? ??? ???? ?? ??? ??? ?? ???? ??? ???? ?? ????? ?????. ? ??? ??? ???? ?? Cyborg? … Continued]]> Reading Time: 5 minutes ??? AI ??? ?? ??????? ??? ???? ????? ???? ???? ? ???? ? ? ?? ??? ?????. ??? ?? ??????? ????? ?? ??????? ??? ??, ?? ??, ?? ??? ? ??? ??? ?????. ??? ???????? ??? ?? ??? ???? ?? ??? ??? ?? ???? ??? ???? ?? ????? ?????. ? ??? ??? ???? ?? Cyborg? ??? ?????? ?? ??? ????? ?? ?? ??? RAPIDS cuVS ?????? ???? ?? ??????? ??? ???? ?? NVIDIA? ???? ????. ? ??? ??? Cyborg? ???? ??…

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]]> http://www.open-lab.net/ko-kr/blog/bringing-confidentiality-to-vector-search-with-cyborg-and-rapids-cuvs/feed/ 0 3005 ??? AI ?? ??? ?? ???? ?? ???????? ???? NVIDIA NIM http://www.open-lab.net/ko-kr/blog/nvidia-nim-offers-optimized-inference-microservices-for-deploying-ai-models-at-scale/ http://www.open-lab.net/ko-kr/blog/nvidia-nim-offers-optimized-inference-microservices-for-deploying-ai-models-at-scale/#respond Fri, 22 Mar 2024 01:34:13 +0000 http://www.open-lab.net/ko-kr/blog/?p=2520 Reading Time: 4 minutes ??? AI ??? ??? ?????. 2022? OpenAI? ChatGPT ??? ??? ? ??? ??? ? ? ?? 1? ? ??? ???? ?????, ?? ?? ???? ?? ??? ??????. 2023??? ????? Meta, Mistral, Stability ?? API? ?? ?? ???? ??? ???? POC? ??????. 2024?? ????? ???? AI ??? ?? ?????? ???? ????, ??? ?? ??? ???, ??, … Continued]]> Reading Time: 4 minutes ??? AI ??? ??? ?????. 2022? OpenAI? ChatGPT ??? ??? ? ??? ??? ? ? ?? 1? ? ??? ???? ?????, ?? ?? ???? ?? ??? ??????. 2023??? ????? Meta, Mistral, Stability ?? API? ?? ?? ???? ??? ???? POC? ??????. 2024?? ????? ???? AI ??? ?? ?????? ???? ????, ??? ?? ??? ???, ??, ????, ?? ?? ????? ? ???? ???? ??? ??? ??? ????. ?????? ?? ? ??? ???? ??? ?? ????, ?? ???? ?? ?? ??…

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]]> http://www.open-lab.net/ko-kr/blog/nvidia-nim-offers-optimized-inference-microservices-for-deploying-ai-models-at-scale/feed/ 0 2520 MONAI ? RAPIDS? ?? ??? ?? ???? ??? ?? http://www.open-lab.net/ko-kr/blog/whole-slide-image-analysis-in-real-time-with-monai-and-rapids/ http://www.open-lab.net/ko-kr/blog/whole-slide-image-analysis-in-real-time-with-monai-and-rapids/#respond Wed, 19 Jul 2023 21:52:18 +0000 http://www.open-lab.net/ko-kr/blog/?p=1792 Reading Time: 6 minutes ??? ?? ???? ???? ??? ???? ?????. ?? ????? ????? 40??? ???? ???? ???? ?????. ??? ?? ?? ??? ????? 1~2GB? ?? ? ???, ? ?? ??? ???? ??, ??, ????, ??? ??? ?????. ???? ?? ???? ???? ?? ???? ??? ??? ?? ?? ??? ???? ?????. ?? ???? ????? ???? ? ??? ?? ?? … Continued]]> Reading Time: 6 minutes ??? ?? ???? ???? ??? ???? ?????. ?? ????? ????? 40??? ???? ???? ???? ?????. ??? ?? ?? ??? ????? 1~2GB? ?? ? ???, ? ?? ??? ???? ??, ??, ????, ??? ??? ?????. ???? ?? ???? ???? ?? ???? ??? ??? ?? ?? ??? ???? ?????. ?? ???? ????? ???? ? ??? ?? ?? ????? ??? ???? ?? ??? ? ????. ?? ?? ???? ?? ????? ?????. ??? ???? ???? ?? ??? ????? ????? ?? ???? ??? ?? ??? ???? ??? ?????.

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]]> http://www.open-lab.net/ko-kr/blog/whole-slide-image-analysis-in-real-time-with-monai-and-rapids/feed/ 0 1792 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 ???? ??? ??: RAPIDS cuDF? ?? ??? ??? ?? http://www.open-lab.net/ko-kr/blog/accelerated-data-analytics-faster-time-series-analysis-with-rapids-cudf/ http://www.open-lab.net/ko-kr/blog/accelerated-data-analytics-faster-time-series-analysis-with-rapids-cudf/#respond Wed, 26 Apr 2023 13:51:59 +0000 http://www.open-lab.net/ko-kr/blog/?p=1529 Reading Time: 5 minutes ? ???? ???? ??? ??? ?? ???? ?????: ????? ?? ??? ???? ??? ?? ??? ??? ??(EDA) ???????? pandas? ??? ?????? ?? ???? ??? ?? ?????? RAPIDS cuDF? ??? ?? ???? ??? ?? ? ????. ??? ???? ?????? ??? ???? ??? ?? ??? ??? ??? ?? ??? ??? ?? ???, RAPIDS? ???? ? ?? ??? … Continued]]> Reading Time: 5 minutes ? ???? ???? ??? ??? ?? ???? ?????: ????? ?? ??? ???? ??? ?? ??? ??? ??(EDA) ???????? pandas? ??? ?????? ?? ???? ??? ?? ?????? RAPIDS cuDF? ??? ?? ???? ??? ?? ? ????. ??? ???? ?????? ??? ???? ??? ?? ??? ??? ??? ?? ??? ??? ?? ???, RAPIDS? ???? ? ?? ??? ?? ?????. RAPIDS cuDF? ???? ?? ??? ??? ?? ‘????’ ??? ??? ?? ??? ?? ??? ?? ? ????. ??? ??? ??? ???? ??????…

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]]> http://www.open-lab.net/ko-kr/blog/accelerated-data-analytics-faster-time-series-analysis-with-rapids-cudf/feed/ 0 1529 ???? ??? ??: RAPIDS cuDF? ??? ?? ?? ?? http://www.open-lab.net/ko-kr/blog/accelerated-data-analytics-speed-up-data-exploration-with-rapids-cudf/ http://www.open-lab.net/ko-kr/blog/accelerated-data-analytics-speed-up-data-exploration-with-rapids-cudf/#respond Fri, 21 Apr 2023 04:38:23 +0000 http://www.open-lab.net/ko-kr/blog/?p=1511 Reading Time: 6 minutes ? ???? ???? ??? ??? ?? ???? ?????: ?? ???, ??, ??, ???? ??? ???? ?? ?? ?? ??? ???? ???? ????. IDC? ??? 2025??? 2020?? 64ZB? ?? 180ZB? ???? ??? ???, ? ?? ???? ????? ???? ?? ??? ??? ???? ??? ????. NVIDIA? ??? ??????? ????? ??? ???? ? ?? ?????? ???? GPU?? ??? … Continued]]> Reading Time: 6 minutes ? ???? ???? ??? ??? ?? ???? ?????: ?? ???, ??, ??, ???? ??? ???? ?? ?? ?? ??? ???? ???? ????. IDC? ??? 2025??? 2020?? 64ZB? ?? 180ZB? ???? ??? ???, ? ?? ???? ????? ???? ?? ??? ??? ???? ??? ????. NVIDIA? ??? ??????? ????? ??? ???? ? ?? ?????? ???? GPU?? ??? ? ??? ?? ?? ????? ????? ? API? RAPIDS ???? ?????. ???? ?? ? ??? ????? ?? ???? ??? ?? ???…

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]]> http://www.open-lab.net/ko-kr/blog/accelerated-data-analytics-speed-up-data-exploration-with-rapids-cudf/feed/ 0 1511 NVIDIA Merlin? ??? ??? ‘?? ????’ ?? ???? http://www.open-lab.net/ko-kr/blog/offline-to-online-feature-storage-for-real-time-recommendation-systems-with-nvidia-merlin/ http://www.open-lab.net/ko-kr/blog/offline-to-online-feature-storage-for-real-time-recommendation-systems-with-nvidia-merlin/#respond Tue, 11 Apr 2023 05:09:59 +0000 http://www.open-lab.net/ko-kr/blog/?p=1465 Reading Time: 8 minutes ?? ? ??? ??? ?? ???(vector embedding)? ???? ?? ??? ??? ???? ????. ?? ??? ???? ???? ?? ??? ??? ??? ???? ???? ????. ?? ???? ??? ??? ???? ??? ????? ???. ‘????: ??? ?? ???? ??? ??? ???(Monolith: Real Time Recommendation System With Collisionless Embedding Table)’??? ??? ???? ?????(ByteDance)? ??? ??? ???? ?? ????, … Continued]]> Reading Time: 8 minutes ?? ? ??? ??? ?? ???(vector embedding)? ???? ?? ??? ??? ???? ????. ?? ??? ???? ???? ?? ??? ??? ??? ???? ???? ????. ?? ???? ??? ??? ???? ??? ????? ???. ‘????: ??? ?? ???? ??? ??? ???(Monolith: Real Time Recommendation System With Collisionless Embedding Table)’??? ??? ???? ?????(ByteDance)? ??? ??? ???? ?? ????, ?? ??(fault tolerance) ?? ???? ?? ???? ?? ??? ?????.

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]]> http://www.open-lab.net/ko-kr/blog/offline-to-online-feature-storage-for-real-time-recommendation-systems-with-nvidia-merlin/feed/ 0 1465 人人超碰97caoporen国产