{"id":50178,"date":"2026-10-21T00:28:01","date_gmt":"2026-10-20T15:28:01","guid":{"rendered":"https:\/\/music.bear-blog.net\/?p=50178"},"modified":"2026-10-21T00:28:05","modified_gmt":"2026-10-20T15:28:05","slug":"dgx-spark-deepseek1017-ring-loader-startup","status":"publish","type":"post","link":"https:\/\/music.bear-blog.net\/?p=50178","title":{"rendered":"DGX Spark 4\u53f0\u3067DeepSeek\u304c\u8d77\u52d5\u3057\u306a\u3044\uff1f512GB\u3067\u3082\u30cf\u30de\u308b2\u3064\u306e\u843d\u3068\u3057\u7a74"},"content":{"rendered":"<p>\u300cDGX Spark\u30924\u53f0\u3064\u306a\u3052\u3070\u3001\u5171\u6709\u30e1\u30e2\u30ea\u306f\u5408\u8a08512GB\u3002\u7d04510GB\u306eDeepSeek\u3060\u3063\u3066\u52d5\u304b\u305b\u305d\u3046\u300d\u2014\u2014\u6570\u5b57\u3060\u3051\u3092\u898b\u308b\u3068\u3001\u305d\u3046\u8003\u3048\u305f\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3068\u3053\u308d\u304c\u3001\u3044\u3056\u8d77\u52d5\u3059\u308b\u3068\u91cd\u307f\u306e\u8aad\u307f\u8fbc\u307f\u304c\u6975\u7aef\u306b\u9045\u304f\u306a\u3063\u305f\u308a\u3001\u307b\u304b\u306e\u30de\u30b7\u30f3\u306e\u6e96\u5099\u3092\u5f85\u3063\u305f\u307e\u307e\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3057\u305f\u308a\u3002<strong>AI\u30e2\u30c7\u30eb\u306f\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u30b5\u30a4\u30ba\u304c\u30e1\u30e2\u30ea\u5bb9\u91cf\u306b\u53ce\u307e\u308c\u3070\u8d77\u52d5\u3067\u304d\u308b\u3001\u3068\u3044\u3046\u307b\u3069\u5358\u7d14\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/strong><\/p>\n<p>\u9762\u767d\u3044\u306e\u306f\u3001\u4eca\u56de\u7d39\u4ecb\u3059\u308b4\u53f0\u69cb\u6210\u304c<strong>\u6700\u7d42\u7684\u306b\u306f\u8d77\u52d5\u306b\u6210\u529f\u3057\u3066\u3044\u308b<\/strong>\u3053\u3068\u3002NVIDIA\u306e\u958b\u767a\u8005\u30d5\u30a9\u30fc\u30e9\u30e0\u306b\u306f\u3001DeepSeek\u3092\u52d5\u304b\u3057\u3066\u9ad8\u3044\u63a8\u8ad6\u6027\u80fd\u3092\u8a18\u9332\u3057\u305f\u4eba\u304c\u3001\u305d\u306e\u9014\u4e2d\u3067\u30cf\u30de\u3063\u305f\u843d\u3068\u3057\u7a74\u307e\u3067\u8a73\u3057\u304f\u516c\u958b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306f\u3001\u3046\u307e\u304f\u3044\u3063\u305f\u6210\u679c\u3068\u8d77\u52d5\u6642\u306e\u30c8\u30e9\u30d6\u30eb\u3092\u30bb\u30c3\u30c8\u3067\u898b\u306a\u304c\u3089\u3001\u300c\u4f55\u304c\u8d77\u304d\u305f\u306e\u304b\u300d\u300c\u81ea\u5206\u306a\u3089\u3069\u3053\u3092\u78ba\u8a8d\u3059\u308b\u304b\u300d\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n<h2>\u307e\u305a\u9a5a\u3044\u305f\u306e\u306f\u30014\u53f0\u30ea\u30f3\u30b0\u69cb\u6210\u3067\u51fa\u305f\u6027\u80fd<\/h2>\n<p><a href=\"https:\/\/forums.developer.nvidia.com\/t\/deepseek-v4-1-flash-1017-on-4x-dgx-spark-china-oem-with-no-switch-90-tok-s-single-stream-296-tok-s-at-8-streams-1m-token-prefill-in-under-6-minut\/386285\" target=\"_blank\" rel=\"noopener noreferrer\">2026\u5e7410\u670819\u65e5\u306eNVIDIA Developer Forums\u3078\u306e\u5b9f\u6a5f\u6295\u7a3f<\/a>\u3067\u306f\u3001\u4e2d\u56fd\u5e02\u5834\u5411\u3051DGX Spark\u76f8\u5f53\u6a5f\u300cFusionXpark GB10\u300d\u30924\u53f0\u4f7f\u7528\u3002\u5404\u6a5f\u306e\u30e6\u30cb\u30d5\u30a1\u30a4\u30c9\u30e1\u30e2\u30ea\u306f128GB\u3067\u30014\u53f0\u306e\u5408\u8a08\u306f512GB\u3067\u3059\u3002<\/p>\n<p>\u69cb\u6210\u304c\u5c11\u3057\u30e6\u30cb\u30fc\u30af\u3002\u9ad8\u4fa1\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30b9\u30a4\u30c3\u30c1\u3092\u4f7f\u308f\u305a\u30014\u53f0\u3092\u30b1\u30fc\u30d6\u30eb\u3067\u8f2a\u306e\u3088\u3046\u306b\u3064\u306a\u3044\u3060\u300c\u30b9\u30a4\u30c3\u30c1\u30ec\u30b9\u30ea\u30f3\u30b0\u300d\u3067\u3059\u3002\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3\u306fSGLang\u3001\u30e2\u30c7\u30eb\u306f<strong>DeepSeek-V4.1-Flash-1017<\/strong>\u3002\u516c\u5f0f\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\uff08\u7d04510GB\uff09\u3092\u8ffd\u52a0\u3067\u91cf\u5b50\u5316\u305b\u305a\u306b\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u5358\u4e00\u30b9\u30c8\u30ea\u30fc\u30e0\u306e\u30b3\u30fc\u30c9\u751f\u6210\uff1a<\/strong>\u5b9a\u5e38\u533a\u9593\u3067\u7d0490 tok\/s<\/li>\n<li><strong>8\u4e26\u5217\u306e\u30b3\u30fc\u30c9\u751f\u6210\uff1a<\/strong>\u5408\u8a08296 tok\/s<\/li>\n<li><strong>\u7d04100\u4e07\u30c8\u30fc\u30af\u30f3\u306e\u5165\u529b\u51e6\u7406\uff1a<\/strong>\u7d045.8\u5206\uff08\u6295\u7a3f\u8005\u306e\u8a08\u6e2c\u6761\u4ef6\uff09<\/li>\n<\/ul>\n<p>\u6570\u5b57\u306f\u6295\u7a3f\u8005\u306e\u6e2c\u5b9a\u5024\u3067\u3001\u30d9\u30a2\u4e09\u90ce\u304c\u5b9f\u6a5f\u8ffd\u8a66\u3057\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u7279\u306b\u300c90 tok\/s\u300d\u306f\u5b9a\u5e38\u533a\u9593\u306e\u5024\u3067\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u5168\u4f53\u306e\u5e73\u5747\u901f\u5ea6\u3068\u306f\u533a\u5225\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3064\u307e\u308a<strong>\u300cSpark\u30924\u53f0\u4f7f\u3063\u3066\u3082DeepSeek\u306f\u52d5\u304b\u306a\u3044\u300d\u3068\u3044\u3046\u30cb\u30e5\u30fc\u30b9\u3067\u306f\u306a\u304f\u3001\u300c\u52d5\u3044\u305f\u3002\u305f\u3060\u3057\u3001\u8d77\u52d5\u3092\u5b89\u5b9a\u3055\u305b\u308b\u306b\u306f\u5225\u306e\u96e3\u3057\u3055\u304c\u3042\u308b\u300d\u3068\u3044\u3046\u5831\u544a<\/strong>\u306a\u306e\u3067\u3059\u3002<\/p>\n<h2>\u843d\u3068\u3057\u7a74\u2460\u3000512GB\u3042\u3063\u3066\u3082\u3001\u8aad\u307f\u8fbc\u307f\u9014\u4e2d\u306b\u30e1\u30e2\u30ea\u304c\u8db3\u308a\u306a\u304f\u306a\u308b<\/h2>\n<p>\u6700\u521d\u306e\u554f\u984c\u306f\u3001\u30e2\u30c7\u30eb\u306e\u91cd\u307f\u3092\u8aad\u307f\u8fbc\u3093\u3067\u3044\u308b\u9014\u4e2d\u306e\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3067\u3057\u305f\u3002<\/p>\n<p>\u6295\u7a3f\u8005\u304c\u9ad8\u901f\u8aad\u307f\u8fbc\u307f\u3092<strong><code>EP_SIZE=2<\/code><\/strong>\u3067\u5229\u7528\u3059\u308b\u3068\u30014\u53f0\u3068\u3082\u4f7f\u7528\u91cf\u304c\u7d04118\u301c119GB\u306b\u9054\u3057\u3001\u5831\u544a\u4e0a\u306e\u5229\u7528\u53ef\u80fd\u306a\u7d04119GB\u306b\u307b\u307c\u5f35\u308a\u4ed8\u3044\u305f\u305d\u3046\u3067\u3059\u3002\u91cd\u307f\u306e\u30b7\u30e3\u30fc\u30c9\u3092\u8aad\u3080\u6642\u9593\u3082\u3001\u7d043\u79d2\u304b\u308920\u301c50\u79d2\u3078\u3068\u60aa\u5316\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u3053\u3053\u3067\u51fa\u3066\u304f\u308bEP\u306fExpert Parallelism\uff08MoE\u30e2\u30c7\u30eb\u306e\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u3092\u5206\u6563\u3059\u308b\u4ed5\u7d44\u307f\uff09\u3001TP\u306fTensor Parallelism\uff08\u30c6\u30f3\u30bd\u30eb\u3092\u5206\u5272\u3057\u3066\u51e6\u7406\u3059\u308b\u4ed5\u7d44\u307f\uff09\u306e\u3053\u3068\u3067\u3059\u3002\u5206\u6563\u306e\u3055\u305b\u65b9\u304c\u9055\u3048\u3070\u3001\u5404\u30ce\u30fc\u30c9\u3067\u4fdd\u6301\u3059\u308b\u91cd\u307f\u3084\u4e00\u6642\u7684\u306a\u30c7\u30fc\u30bf\u91cf\u3082\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n<p>\u6295\u7a3f\u3067\u306f<strong><code>EP_SIZE=1<\/code>\u3068TP\u306b\u3088\u308b\u5206\u5272<\/strong>\u306b\u5207\u308a\u66ff\u3048\u305f\u9ad8\u901f\u8aad\u307f\u8fbc\u307f\u3067\u3001\u7d043\u5206\u3067\u8d77\u52d5\u3067\u304d\u305f\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u3053\u308c\u306f\u5f53\u8a72\u30e2\u30c7\u30eb\u30fbSGLang\u30a4\u30e1\u30fc\u30b8\u30fb4\u53f0\u69cb\u6210\u3067\u306e\u7d50\u679c\u3002\u305d\u306e\u307e\u307e\u5225\u306e\u74b0\u5883\u306b\u3082\u5f53\u3066\u306f\u307e\u308b\u300c\u6b63\u89e3\u8a2d\u5b9a\u300d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u3057\u304b\u3082\u7d04510GB\u3068\u3044\u3046\u306e\u306f\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\u306e\u30d5\u30a1\u30a4\u30eb\u5bb9\u91cf\u3067\u3059\u3002\u4eca\u56de\u306e\u69cb\u6210\u3067\u306f\u5404\u30ce\u30fc\u30c9\u306e\u30ed\u30fc\u30ab\u30eb\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u3082\u91cd\u307f\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002<strong>\u30c7\u30a3\u30b9\u30af\u4e0a\u306e\u30d5\u30a1\u30a4\u30eb\u5bb9\u91cf\u3001\u5404\u30ce\u30fc\u30c9\u306b\u5272\u308a\u5f53\u3066\u308b\u91cd\u307f\u3001OS\u3084\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3\u304c\u4f7f\u3046\u30e1\u30e2\u30ea\u3001\u4e00\u6642\u30d0\u30c3\u30d5\u30a1\u3084KV\u30ad\u30e3\u30c3\u30b7\u30e5\u306f\u3001\u5225\u3005\u306b\u8003\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/strong>128GB\u00d74\u3068\u3044\u3046\u8db3\u3057\u7b97\u3060\u3051\u3067\u306f\u4f59\u88d5\u3092\u5224\u65ad\u3067\u304d\u306a\u3044\u308f\u3051\u3067\u3059\u3002<\/p>\n<h2>\u843d\u3068\u3057\u7a74\u2461\u30003\u53f0\u306f\u6e96\u5099\u5b8c\u4e86\u3002\u3067\u3082\u6700\u5f8c\u306e1\u53f0\u304c\u6765\u306a\u3044<\/h2>\n<p>\u3082\u3046\u4e00\u3064\u306f\u3001\u30e1\u30e2\u30ea\u4e0d\u8db3\u3068\u306f\u9055\u3046\u300c\u5f85\u3061\u5408\u308f\u305b\u300d\u306e\u554f\u984c\u3067\u3059\u3002<\/p>\n<p>\u91cd\u307f\u3092\u5909\u66f4\u3057\u3066\u518d\u8d77\u52d5\u3057\u305f\u969b\u30014\u53f0\u306e\u3046\u30613\u53f0\u306f\u30ad\u30e3\u30c3\u30b7\u30e5\u304b\u3089\u7d20\u65e9\u304f\u8aad\u307f\u8fbc\u307f\u3092\u7d42\u3048\u3001<code>post-load barrier<\/code>\u3068\u3044\u3046\u540c\u671f\u5730\u70b9\u3067\u5f85\u6a5f\u3002\u4e00\u65b9\u3001\u6b8b\u308b1\u53f0\u306f\u307e\u3060\u30c7\u30a3\u30b9\u30af\u304b\u3089\u91cd\u307f\u3092\u8aad\u307f\u8fbc\u3093\u3067\u3044\u307e\u3057\u305f\u3002\u7d50\u679c\u3068\u3057\u3066\u3001\u5f85\u6a5f\u3057\u3066\u3044\u305f\u5074\u304c<strong>\u7d048\u5206\u3067\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8<\/strong>\u3057\u305f\u3068\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u3053\u3067\u3044\u3046warm\uff08\u30a6\u30a9\u30fc\u30e0\uff09\u306f\u3001\u76f4\u524d\u306e\u8aad\u307f\u8fbc\u307f\u306a\u3069\u306b\u3088\u3063\u3066OS\u306e\u30da\u30fc\u30b8\u30ad\u30e3\u30c3\u30b7\u30e5\u306b\u30c7\u30fc\u30bf\u304c\u6b8b\u3063\u3066\u3044\u308b\u72b6\u614b\u3002cold\uff08\u30b3\u30fc\u30eb\u30c9\uff09\u306f\u3001\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u4e3b\u306b\u30b9\u30c8\u30ec\u30fc\u30b8\u304b\u3089\u8aad\u307f\u8fbc\u3080\u72b6\u614b\u3067\u3059\u3002<strong>\u63a8\u8ad6\u6642\u306b\u904e\u53bb\u306e\u5165\u529b\u3092\u4f7f\u3044\u56de\u3059\u300cprefix cache\u300d\u3068\u306f\u5225\u306e\u8a71<\/strong>\u306a\u306e\u3067\u3001\u6df7\u540c\u3057\u306a\u3044\u3088\u3046\u306b\u3057\u305f\u3044\u3068\u3053\u308d\u3067\u3059\u3002<\/p>\n<p>\u6295\u7a3f\u8005\u306f\u30014\u53f0\u3059\u3079\u3066\u306e\u30ad\u30e3\u30c3\u30b7\u30e5\u72b6\u614b\u3092\u305d\u308d\u3048\u3066\u8d77\u52d5\u3059\u308b\u3068\u56de\u907f\u3067\u304d\u305f\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u5206\u6563\u51e6\u7406\u3067\u306f\u3001\u901f\u30443\u53f0\u304c\u3042\u3063\u3066\u3082\u3001\u9045\u30441\u53f0\u306b\u5168\u4f53\u304c\u5f15\u304d\u305a\u3089\u308c\u308b\u3002\u306a\u304b\u306a\u304b\u5384\u4ecb\u306a\u843d\u3068\u3057\u7a74\u3067\u3059\u3002<\/p>\n<h2>\u516c\u958b\u30ec\u30b7\u30d4\u306b\u3042\u308b\u300c\u76f4\u5217\u8aad\u307f\u8fbc\u307f\u300d\u306f\u4f55\u3092\u9632\u3050\u306e\u304b<\/h2>\n<p>\u4eca\u56de\u4f7f\u308f\u308c\u305f<a href=\"https:\/\/github.com\/MiaAI-Lab\/DeepSeek-v4.1-Flash-DGX-Sparks\/blob\/main\/docs\/switchless-ring.md\" target=\"_blank\" rel=\"noopener 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