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\u5f93\u6765\u306e\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u30014K\u6620\u50cf\u3084LiDAR\u70b9\u7fa4\u306a\u3069\u306e\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u305f\u5b66\u7fd2\u3092\u51e6\u7406\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u307e\u305f\u3001NVIDIA Omniverse\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u3001\u4f4e\u9045\u5ef6\u304c\u6c42\u3081\u3089\u308c\u308b\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u51e6\u7406\u306b\u3082\u5bfe\u5fdc\u3067\u304d\u306a\u3044\u3068\u3044\u3046\u8ab2\u984c\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u89e3\u6c7a\u7b56\uff1aAI-Stack\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u5c0e\u5165<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fd\u7acb\u864e\u5c3e\u79d1\u6280\u5927\u5b66\u306e\u60c5\u5831\u51e6\u7406\u30bb\u30f3\u30bf\u30fc\u306fAI-Stack\u3092\u5c0e\u5165\u3057\u3001GPU\u3001CPU\u3001\u30e1\u30e2\u30ea\u30fc\u306a\u3069\u306e\u57fa\u76e4\u30ea\u30bd\u30fc\u30b9\u3092\u4eee\u60f3\u5316\u3057\u3001\u4e00\u5143\u7ba1\u7406\u3067\u304d\u308b\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u307e\u3057\u305f\u3002\u30ea\u30bd\u30fc\u30b9\u306e\u5272\u308a\u5f53\u3066\u3001\u30b3\u30f3\u30c6\u30ca\u74b0\u5883\u3001\u30e6\u30fc\u30b6\u30fc\u6a29\u9650\u3001\u30b7\u30b9\u30c6\u30e0\u904b\u7528\u3092\u4e00\u3064\u306e\u57fa\u76e4\u3067\u7ba1\u7406\u3059\u308b\u3053\u3068\u3067\u3001AI\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u3092\u52b9\u7387\u7684\u306b\u904b\u7528\u3059\u308b\u305f\u3081\u306e\u7d71\u5408\u7ba1\u7406\u4f53\u5236\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><thead><tr><th><strong>\u5c0e\u5165\u524d\u306e\u8ab2\u984c\u00a0<\/strong><\/th><th><strong>AI-Stack\u306b\u3088\u308b\u89e3\u6c7a\u7b56\u00a0<\/strong><\/th><\/tr><\/thead><tbody><tr><td><strong>\u30ea\u30bd\u30fc\u30b9\u306e\u5206\u6563<\/strong>\uff1a\u5404\u5b66\u79d1\u304c\u500b\u5225\u306bGPU\u3092\u8cfc\u5165\u3057\u3001\u5229\u7528\u306e\u591a\u3044\u7814\u7a76\u5ba4\u3067\u306f\u4e0d\u8db3\u3059\u308b\u4e00\u65b9\u3001\u5229\u7528\u306e\u5c11\u306a\u3044\u90e8\u9580\u3067\u306f\u8a2d\u5099\u304c\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044<\/td><td>GPU\u3092\u96c6\u4e2d\u7ba1\u7406\u3059\u308b\u30ea\u30bd\u30fc\u30b9\u30d7\u30fc\u30eb\u3068\u3001\u30b0\u30eb\u30fc\u30d7\u3054\u3068\u306e\u30af\u30a9\u30fc\u30bf\u7ba1\u7406\u3092\u5c0e\u5165\u3002\u5b66\u79d1\u3084\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u9700\u8981\u306b\u5fdc\u3058\u3066\u67d4\u8edf\u306b\u5272\u308a\u5f53\u3066<\/td><\/tr><tr><td><strong>\u74b0\u5883\u69cb\u7bc9\u306b\u6642\u9593\u304c\u304b\u304b\u308b<\/strong>\uff1a\u30c9\u30e9\u30a4\u30d0\u30fc\u3084CUDA\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u4e92\u63db\u6027\u3078\u306e\u5bfe\u5fdc\u306b\u6570\u65e5\u304b\u3089\u6570\u9031\u9593\u5fc5\u8981<\/td><td>NGC\u3067\u6700\u9069\u5316\u3055\u308c\u305fTensorFlow\u3001PyTorch\u3001Caffe\u3001TensorRT\u306a\u3069\u306e\u74b0\u5883\u3092\u30ef\u30f3\u30af\u30ea\u30c3\u30af\u3067\u5c55\u958b\u3057\u3001\u7d041\u5206\u3067\u69cb\u7bc9<\/td><\/tr><tr><td><strong>\u6388\u696d\u904b\u55b6\u306e\u67d4\u8edf\u6027\u304c\u4f4e\u3044<\/strong>\uff1a\u6570\u5341\u4eba\u306e\u5b66\u751f\u306b\u540c\u3058\u74b0\u5883\u3092\u540c\u6642\u306b\u63d0\u4f9b\u3067\u304d\u306a\u3044<\/td><td>\u6388\u696d\u7528\u30b3\u30f3\u30c6\u30ca\u3092\u4e00\u62ec\u4f5c\u6210\u3057\u3001\u6388\u696d\u7d42\u4e86\u5f8c\u306b\u81ea\u52d5\u56de\u53ce\u3002\u6a19\u6e96\u5316\u3055\u308c\u305f\u6388\u696d\u74b0\u5883\u3092\u63d0\u4f9b<\/td><\/tr><tr><td><strong>\u8a08\u7b97\u6027\u80fd\u304c\u4e0d\u8db3<\/strong>\uff1a4K\u6620\u50cf\u3001LiDAR\u70b9\u7fa4\u3001\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u306a\u3069\u306e\u9ad8\u5e2f\u57df\u51e6\u7406\u306b\u5bfe\u5fdc\u3067\u304d\u306a\u3044<\/td><td>\u9ad8\u6027\u80fdGPU\u3092\u7d71\u5408\u3057\u3001\u8907\u6570GPU\u306e\u96c6\u7d04\u306b\u3082\u5bfe\u5fdc\u3002NVIDIA Omniverse\u306a\u3069\u306e\u4f4e\u9045\u5ef6\u51e6\u7406\u3092\u652f\u63f4&nbsp;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3.1 \u30ea\u30bd\u30fc\u30b9\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GPU\u5206\u5272\u6280\u8853\u306b\u3088\u308a\u30011\u679a\u306eGPU\u3092\u8907\u6570\u306e\u30e6\u30fc\u30b6\u30fc\u3084\u8907\u6570\u306e\u30bf\u30b9\u30af\u3067\u5171\u6709\u3067\u304d\u307e\u3059\u3002\u958b\u767a\u3001\u691c\u8a3c\u3001\u63a8\u8ad6\u306b\u9069\u3057\u3066\u304a\u308a\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u5229\u7528\u7387\u3092\u9ad8\u3081\u3001\u8a2d\u5099\u5c0e\u5165\u306e\u30cf\u30fc\u30c9\u30eb\u3092\u4e0b\u3052\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u8907\u6570GPU\u306e\u96c6\u7d04\u3068\u3001\u8907\u6570\u30ce\u30fc\u30c9\u306b\u307e\u305f\u304c\u308b\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u3067\u306e\u8a08\u7b97\u51e6\u7406\u304c\u53ef\u80fd\u3067\u3059\u3002\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3084\u9ad8\u6027\u80fd\u306a\u5b66\u7fd2\u51e6\u7406\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u00a0<\/li>\n\n\n\n<li>\u52d5\u7684\u30af\u30a9\u30fc\u30bf\u7ba1\u7406\u306b\u3088\u308a\u3001\u9700\u8981\u306b\u5fdc\u3058\u3066\u30ea\u30bd\u30fc\u30b9\u3092\u67d4\u8edf\u306b\u5272\u308a\u5f53\u3066\u3001\u4f7f\u7528\u3055\u308c\u3066\u3044\u306a\u3044\u30ea\u30bd\u30fc\u30b9\u3092\u81ea\u52d5\u7684\u306b\u56de\u53ce\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3.2 \u30b3\u30f3\u30c6\u30ca\u74b0\u5883\u7ba1\u7406<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>PyTorch\u3001JupyterHub\u3001Hugging Face\u3001Ollama\u306a\u3069\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002Web\u753b\u9762\u4e0a\u3067\u9078\u629e\u3059\u308b\u3060\u3051\u3067\u3001\u5bfe\u5fdc\u3059\u308bCUDA\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u74b0\u5883\u30921\u5206\u3067\u5c55\u958b\u3067\u304d\u307e\u3059\u3002AI\u5411\u3051\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30b3\u30f3\u30c6\u30ca\u3092\u3059\u3050\u306b\u5c0e\u5165\u3067\u304d\u3001RAG\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u3092\u52a0\u901f\u3057\u307e\u3059\u3002\u00a0<\/li>\n\n\n\n<li>\u72ec\u81ea\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u306e\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001NVIDIA Omniverse\u3084LiDAR\u70b9\u7fa4\u51e6\u7406\u306a\u3069\u3001\u30c9\u30ed\u30fc\u30f3\u958b\u767a\u306b\u5fc5\u8981\u306a\u5c02\u7528\u74b0\u5883\u3092\u7c21\u5358\u306b\u8907\u88fd\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3.3 \u30e6\u30fc\u30b6\u30fc\u6a29\u9650\u7ba1\u7406<\/strong>\u00a0<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b66\u5185\u306eLDAP\u307e\u305f\u306fActive Directory\u3068\u9023\u643a\u3057\u3001\u6559\u8077\u54e1\u3084\u5b66\u751f\u306f\u8907\u6570\u306e\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u5b66\u5185\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u305d\u306e\u307e\u307e\u30ed\u30b0\u30a4\u30f3\u3067\u304d\u3001\u30b7\u30f3\u30b0\u30eb\u30b5\u30a4\u30f3\u30aa\u30f3\uff08SSO\uff09\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u00a0<\/li>\n\n\n\n<li>\u5b66\u79d1\u3084\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3054\u3068\u306b\u3001\u30b0\u30eb\u30fc\u30d7\u5358\u4f4d\u306e\u30af\u30a9\u30fc\u30bf\u3068\u627f\u8a8d\u30d7\u30ed\u30bb\u30b9\u3092\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002\u00a0<\/li>\n\n\n\n<li>\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u3092\u5206\u96e2\u3059\u308b\u3053\u3068\u3067\u3001\u7523\u5b66\u5171\u540c\u7814\u7a76\u3067\u6271\u3046\u30c7\u30fc\u30bf\u306e\u5916\u90e8\u6d41\u51fa\u3092\u9632\u304e\u307e\u3059\u3002\u00a0<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3.4 \u30b7\u30b9\u30c6\u30e0\u904b\u7528<\/strong>\u00a0<\/p>\n\n\n\n<ul 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class=\"wp-block-heading\">\u5c0e\u5165\u52b9\u679c<\/h2>\n\n\n\n<ul 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