{"id":2692,"date":"2026-11-01T21:09:51","date_gmt":"2026-11-01T12:09:51","guid":{"rendered":"https:\/\/cg-method.com\/ai\/?p=2692"},"modified":"2026-11-01T21:09:52","modified_gmt":"2026-11-01T12:09:52","slug":"ai-pc-npu","status":"publish","type":"post","link":"https:\/\/cg-method.com\/ai\/ai-pc-npu\/","title":{"rendered":"AI PC\u306eNPU\u3068\u306f\uff5cCopilot+ PC\u306e\u6761\u4ef6\u30fb\u30c1\u30c3\u30d7\u5225TOPS\u30fb\u30ed\u30fc\u30ab\u30ebLLM\u3067\u4f7f\u3048\u308b\u304b\u30102026\u5e74\u3011"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">NPU\u306f\u3001AI\u306e\u8a08\u7b97\u3092\u5c11\u306a\u3044\u96fb\u529b\u3067\u884c\u3046\u305f\u3081\u306bCPU\u306b\u7d44\u307f\u8fbc\u307e\u308c\u305f\u5c02\u7528\u306e\u51e6\u7406\u88c5\u7f6e\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Copilot+ PC\u306e\u6761\u4ef6\u306f\u300140 TOPS\u4ee5\u4e0a\u306eNPU\u30fb16GB\u306e\u30e1\u30e2\u30ea\u30fb256GB\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u306e3\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3060\u3057\u30012026\u5e7411\u6708\u6642\u70b9\u3067 Ollama \u3068 LM Studio \u306f\u3001\u516c\u5f0f\u306b\u306fNPU\u3067\u52d5\u304f\u3068\u3046\u305f\u3063\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30ebLLM\u3092\u901f\u304f\u52d5\u304b\u3057\u305f\u3044\u306a\u3089\u3001NPU\u306e\u6570\u5024\u3088\u308a\u30e1\u30e2\u30ea\u5e2f\u57df\u3068GPU\u306e\u30e1\u30e2\u30ea\uff08VRAM\uff09\u3067\u9078\u3073\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001NPU\u3068TOPS\u306e\u610f\u5473\u3001Copilot+ PC\u306e\u6761\u4ef6\u3068\u5c02\u7528\u6a5f\u80fd\u3001\u30c1\u30c3\u30d7\u5225\u306eNPU\u6027\u80fd\u3001\u30ed\u30fc\u30ab\u30ebLLM\u3067NPU\u3092\u4f7f\u3046\u65b9\u6cd5\u3092\u3001\u5404\u793e\u306e\u516c\u5f0f\u30da\u30fc\u30b8\u3092\u3082\u3068\u306b\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">NPU\u3068\u306f\uff5cTOPS\u306e\u610f\u5473<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">NPU\uff08Neural Processing Unit\uff09\u306f\u3001AI\u306e\u63a8\u8ad6\u3067\u3088\u304f\u4f7f\u3046\u884c\u5217\u306e\u8a08\u7b97\u306b\u7279\u5316\u3057\u305f\u56de\u8def\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">CPU\u3084GPU\u3088\u308a\u5c11\u306a\u3044\u96fb\u529b\u3067\u540c\u3058\u8a08\u7b97\u304c\u3067\u304d\u308b\u306e\u3067\u3001\u30ce\u30fc\u30c8PC\u3067AI\u306e\u6a5f\u80fd\u3092\u5e38\u306b\u52d5\u304b\u3059\u7528\u9014\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6027\u80fd\u306fTOPS\uff081\u79d2\u3042\u305f\u308a\u4f55\u5146\u56de\u306e\u6f14\u7b97\u304c\u3067\u304d\u308b\u304b\uff09\u3067\u8868\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5404\u793e\u304c\u51fa\u3057\u3066\u3044\u308bTOPS\u306f\u6700\u9069\u306a\u6761\u4ef6\u3067\u306e\u7406\u8ad6\u4e0a\u306e\u30d4\u30fc\u30af\u5024\u3067\u3001Intel\u3068Qualcomm\u306fINT8\uff088\u30d3\u30c3\u30c8\u6574\u6570\uff09\u306e\u5024\u3068\u660e\u8a18\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f53\u611f\u306e\u901f\u3055\u3068\u305d\u306e\u307e\u307e\u7d50\u3073\u3064\u304f\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Copilot+ PC\u306e\u6761\u4ef6<\/h2>\n\n\n<div class=\"c-scrollHint sp_\"><span>\u30b9\u30af\u30ed\u30fc\u30eb\u3067\u304d\u307e\u3059 <i class=\"icon-more_arrow\"><\/i><\/span><\/div>\n<figure data-table-scrollable=\"sp\" class=\"wp-block-table\"><table style=\"--table-width:680px;\"><thead><tr><th style=\"min-width:8em !important\">\u9805\u76ee<\/th><th>\u6761\u4ef6<\/th><\/tr><\/thead><tbody><tr><td>NPU<\/td><td>40 TOPS\u4ee5\u4e0a<\/td><\/tr><tr><td>\u30e1\u30e2\u30ea<\/td><td>16GB\uff08DDR5 \u307e\u305f\u306f LPDDR5\uff09<\/td><\/tr><tr><td>\u30b9\u30c8\u30ec\u30fc\u30b8<\/td><td>256GB\uff08SSD \u307e\u305f\u306f UFS\uff09<\/td><\/tr><tr><td>\u5bfe\u8c61\u306e\u30d7\u30ed\u30bb\u30c3\u30b5\uff08Microsoft\u306e\u8a18\u8f09\uff09<\/td><td>AMD Ryzen AI 300\/400\u30b7\u30ea\u30fc\u30ba\u3001Intel Core Ultra 200V\u30b7\u30ea\u30fc\u30ba\u306a\u3069\u3001Snapdragon X\u30b7\u30ea\u30fc\u30ba<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">NPU\u304c40 TOPS\u4ee5\u4e0a\u3067\u3082\u3001\u30e1\u30e2\u30ea\u304c16GB\u672a\u6e80\u306a\u3069\u306e\u69cb\u6210\u306fCopilot+ PC\u306b\u306a\u308a\u307e\u305b\u3093\uff08<a href=\"https:\/\/www.microsoft.com\/ja-jp\/windows\/windows-11-specifications\" target=\"_blank\" rel=\"noopener\">Microsoft\uff1aWindows 11 \u306e\u4ed5\u69d8<\/a>\uff09\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Copilot+ PC\u3067\u4f7f\u3048\u308b\u4e3b\u306a\u6a5f\u80fd<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30ea\u30b3\u30fc\u30eb\uff08\u30d7\u30ec\u30d3\u30e5\u30fc\uff09\uff1a\u904e\u53bb\u306b\u753b\u9762\u306b\u51fa\u305f\u5185\u5bb9\u3092\u63a2\u3059<\/li>\n\n\n\n<li>\u30af\u30ea\u30c3\u30af\u3067\u5b9f\u884c\uff08\u30d7\u30ec\u30d3\u30e5\u30fc\uff09<\/li>\n\n\n\n<li>\u30e9\u30a4\u30d6\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\uff08\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5b57\u5e55\uff09<\/li>\n\n\n\n<li>\u30da\u30a4\u30f3\u30c8\u306e\u30b3\u30af\u30ea\u30a8\u30fc\u30bf\u30fc\u30fb\u751f\u6210\u30d5\u30a3\u30eb\u3001\u30d5\u30a9\u30c8\u306e\u30ea\u30b9\u30bf\u30a4\u30eb \u30a4\u30e1\u30fc\u30b8\u30fbImage Creator<\/li>\n\n\n\n<li>\u30d5\u30a9\u30c8\u306e\u30b9\u30fc\u30d1\u30fc\u89e3\u50cf\u5ea6<\/li>\n\n\n\n<li>Windows \u30b9\u30bf\u30b8\u30aa \u30a8\u30d5\u30a7\u30af\u30c8\uff08\u30ab\u30e1\u30e9\u306e\u80cc\u666f\u307c\u304b\u3057\u306a\u3069\uff09<\/li>\n\n\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u540d\u524d\u306f<a href=\"https:\/\/www.microsoft.com\/ja-jp\/windows\/copilot-plus-pcs\" target=\"_blank\" rel=\"noopener\">Microsoft\uff1aCopilot+ PC<\/a>\u306e\u65e5\u672c\u8a9e\u30da\u30fc\u30b8\u306e\u8868\u8a18\u306b\u5408\u308f\u305b\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b3\u30af\u30ea\u30a8\u30fc\u30bf\u30fc\u30fb\u751f\u6210\u30d5\u30a3\u30eb\u30fbImage Creator\u30fb\u30ea\u30b9\u30bf\u30a4\u30eb \u30a4\u30e1\u30fc\u30b8\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3078\u306e\u63a5\u7d9a\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ea\u30b3\u30fc\u30eb\u3092\u6709\u52b9\u306b\u3059\u308b\u306b\u306f\u3001\u7a7a\u304d\u5bb9\u91cf50GB\u4ee5\u4e0a\u3001\u30c7\u30d0\u30a4\u30b9\u306e\u6697\u53f7\u5316\u304bBitLocker\u3001Windows Hello \u306e\u751f\u4f53\u8a8d\u8a3c\u3082\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30c1\u30c3\u30d7\u5225\u306eNPU\u6027\u80fd\uff08\u30e1\u30fc\u30ab\u30fc\u516c\u8868\u5024\uff09<\/h2>\n\n\n<div class=\"c-scrollHint sp_\"><span>\u30b9\u30af\u30ed\u30fc\u30eb\u3067\u304d\u307e\u3059 <i class=\"icon-more_arrow\"><\/i><\/span><\/div>\n<figure data-table-scrollable=\"sp\" class=\"wp-block-table\"><table style=\"--table-width:680px;\"><thead><tr><th style=\"min-width:8em !important\">\u30c1\u30c3\u30d7<\/th><th>NPU\u5358\u4f53<\/th><th>40 TOPS\u4ee5\u4e0a\u304b<\/th><th>\u30e1\u30e2<\/th><\/tr><\/thead><tbody><tr><td>Snapdragon X\uff08X Elite\u30fbX Plus\u30fbX\uff09<\/td><td>45 TOPS<\/td><td>\u6e80\u305f\u3059<\/td><td><a href=\"https:\/\/www.qualcomm.com\/laptops\/products\/snapdragon-x-plus\" target=\"_blank\" rel=\"noopener\">Qualcomm<\/a>\u3002\u5168SKU\u306745<\/td><\/tr><tr><td>Snapdragon X2 Elite\u30fbX2 Plus<\/td><td>80 TOPS\uff08\u4e00\u90e885\uff09<\/td><td>\u6e80\u305f\u3059<\/td><td>2026\u5e74\u306e\u65b0\u4e16\u4ee3<\/td><\/tr><tr><td>Intel Core Ultra \u30b7\u30ea\u30fc\u30ba1\uff08Meteor Lake\uff09<\/td><td>11 TOPS<\/td><td>\u6e80\u305f\u3055\u306a\u3044<\/td><td>\u4f8b\uff1aCore Ultra 9 185H<\/td><\/tr><tr><td>Intel Core Ultra 200V\uff08Lunar Lake\uff09<\/td><td>40\u301c48 TOPS<\/td><td>\u6e80\u305f\u3059<\/td><td><a href=\"https:\/\/www.intel.com\/content\/www\/us\/en\/products\/sku\/240961\/\" target=\"_blank\" rel=\"noopener\">Intel\uff1aCore Ultra 9 288V<\/a>\u306f48<\/td><\/tr><tr><td>Intel Core Ultra 200H\u30fb200S\uff08Arrow Lake\uff09<\/td><td>13 TOPS<\/td><td>\u6e80\u305f\u3055\u306a\u3044<\/td><td>\u30ce\u30fc\u30c8\u306e200H\u3068\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u306e200S<\/td><\/tr><tr><td>Intel Core Ultra \u30b7\u30ea\u30fc\u30ba3\uff08Panther Lake\uff09<\/td><td>46\u301c50 TOPS<\/td><td>\u6e80\u305f\u3059<\/td><td>2026\u5e74\u7b2c1\u56db\u534a\u671f\u304b\u3089<\/td><\/tr><tr><td>AMD Ryzen 8040\u30fb8000G\uff08Hawk Point\uff09<\/td><td>16 TOPS<\/td><td>\u6e80\u305f\u3055\u306a\u3044<\/td><td>8000G\u306f\u578b\u756a\u3067NPU\u306e\u6709\u7121\u304c\u9055\u3046<\/td><\/tr><tr><td>AMD Ryzen AI 300\uff08Strix Point\uff09<\/td><td>50 TOPS<\/td><td>\u6e80\u305f\u3059<\/td><td><a href=\"https:\/\/www.amd.com\/en\/products\/processors\/laptop\/ryzen\/ai-300-series\/amd-ryzen-ai-9-hx-370.html\" target=\"_blank\" rel=\"noopener\">AMD\uff1aRyzen AI 9 HX 370<\/a><\/td><\/tr><tr><td>AMD Ryzen AI Max+ 395\uff08Strix Halo\uff09<\/td><td>50 TOPS<\/td><td>NPU\u306f\u6e80\u305f\u3059<\/td><td>\u6700\u5927\u30e1\u30e2\u30ea128GB<\/td><\/tr><tr><td>AMD Ryzen AI 400<\/td><td>50\u301c60 TOPS<\/td><td>\u6e80\u305f\u3059<\/td><td><a href=\"https:\/\/ir.amd.com\/news-events\/press-releases\/detail\/1270\/\" target=\"_blank\" rel=\"noopener\">AMD\u306e\u767a\u8868<\/a>\u3002HX 475\u304c60<\/td><\/tr><tr><td>Apple M4<\/td><td>\u6bce\u79d238\u5146\u56de<\/td><td>\uff08Windows\u306e\u6761\u4ef6\u306e\u5bfe\u8c61\u5916\uff09<\/td><td><a href=\"https:\/\/www.apple.com\/newsroom\/2024\/05\/apple-introduces-m4-chip\/\" target=\"_blank\" rel=\"noopener\">Apple<\/a>\u3002\u7cbe\u5ea6\u306e\u660e\u8a18\u304c\u7121\u304f\u3001INT8\u306e\u5024\u3068\u5358\u7d14\u306b\u306f\u6bd4\u3079\u3089\u308c\u306a\u3044<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Apple M5 \u306e Neural Engine \u306eTOPS\u306f\u516c\u8868\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u5411\u3051\u306eCore Ultra 200S\uff0813 TOPS\uff09\u306f\u3001\u9ad8\u6027\u80fd\u3067\u3082Copilot+ PC\u306e\u6761\u4ef6\u306b\u306f\u5c4a\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30ed\u30fc\u30ab\u30ebLLM\u3067NPU\u306f\u4f7f\u3048\u308b\u304b\uff082026\u5e7411\u6708\u6642\u70b9\uff09<\/h2>\n\n\n<div class=\"c-scrollHint sp_\"><span>\u30b9\u30af\u30ed\u30fc\u30eb\u3067\u304d\u307e\u3059 <i class=\"icon-more_arrow\"><\/i><\/span><\/div>\n<figure data-table-scrollable=\"sp\" class=\"wp-block-table\"><table style=\"--table-width:680px;\"><thead><tr><th style=\"min-width:8em !important\">\u30bd\u30d5\u30c8\u30fb\u9053\u5177<\/th><th>NPU<\/th><th>\u516c\u5f0f\u306e\u8a18\u8f09<\/th><\/tr><\/thead><tbody><tr><td>Ollama<\/td><td>\u4f7f\u308f\u306a\u3044<\/td><td><a href=\"https:\/\/docs.ollama.com\/gpu\" target=\"_blank\" rel=\"noopener\">\u5bfe\u5fdc\u306fNVIDIA\u30fbAMD\uff08ROCm\uff09\u30fbApple\uff08Metal\uff09\u30fbVulkan<\/a>\u3002NPU\u306e\u8a18\u8f09\u306f\u7121\u304f\u3001\u5bfe\u5fdc\u306e\u8981\u671b\u306f\u672a\u89e3\u6c7a<\/td><\/tr><tr><td>LM Studio<\/td><td>\u516c\u5f0f\u306bNPU\u5bfe\u5fdc\u3092\u3046\u305f\u3063\u3066\u3044\u306a\u3044<\/td><td>\u52d5\u4f5c\u8981\u4ef6\u306e\u30da\u30fc\u30b8\u306bNPU\u306e\u8a18\u8f09\u304c\u7121\u3044<\/td><\/tr><tr><td>AMD Ryzen AI Software\u30fbLemonade<\/td><td>\u4f7f\u3048\u308b\uff08Ryzen AI 300\u4ee5\u964d\uff09<\/td><td><a href=\"https:\/\/ryzenai.docs.amd.com\/en\/latest\/llm\/overview.html\" target=\"_blank\" rel=\"noopener\">NPU\u3060\u3051\u306e\u65b9\u5f0f\u3068\u3001NPU\uff0b\u5185\u8535GPU\u306e\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9<\/a>\u30027000\u30fb8000\u30b7\u30ea\u30fc\u30ba\u306fGPU\u30fbCPU\u3060\u3051<\/td><\/tr><tr><td>Intel OpenVINO GenAI<\/td><td>\u4f7f\u3048\u308b<\/td><td><a href=\"https:\/\/docs.openvino.ai\/2026\/openvino-workflow-generative\/inference-with-genai\/inference-with-genai-on-npu.html\" target=\"_blank\" rel=\"noopener\">NPU\u3092\u6307\u5b9a\u3057\u3066\u5b9f\u884c<\/a>\u30024\u30d3\u30c3\u30c8\u306e\u5bfe\u79f0\u91cf\u5b50\u5316\u304c\u6761\u4ef6\u3067\u3001\u521d\u56de\u306e\u5909\u63db\u306b\u6642\u9593\u304c\u304b\u304b\u308b<\/td><\/tr><tr><td>Qualcomm GenieX<\/td><td>\u4f7f\u3048\u308b\uff08Snapdragon X\uff09<\/td><td><a href=\"https:\/\/geniex.aihub.qualcomm.com\/en\/get-started\/what-is-geniex\" target=\"_blank\" rel=\"noopener\">\u958b\u767a\u8005\u30d7\u30ec\u30d3\u30e5\u30fc<\/a>\u3002OpenAI\u4e92\u63db\u306e\u30b5\u30fc\u30d0\u30fc\u304c\u3042\u308b<\/td><\/tr><tr><td>Windows ML\u30fbFoundry Local<\/td><td>\u3042\u308c\u3070\u4f7f\u3046<\/td><td>NPU\u30fbGPU\u304c\u3042\u308c\u3070\u4f7f\u3044\u3001\u7121\u3051\u308c\u3070CPU\u3067\u52d5\u304f<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u3064\u307e\u308a\u3001\u3044\u3064\u3082\u4f7f\u3063\u3066\u3044\u308bOllama\u3084LM Studio\u3067NPU\u304c\u50cd\u304f\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">NPU\u3067LLM\u3092\u52d5\u304b\u3059\u306b\u306f\u3001\u30c1\u30c3\u30d7\u306e\u30e1\u30fc\u30ab\u30fc\u304c\u51fa\u3057\u3066\u3044\u308b\u9053\u5177\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u751f\u6210\u306e\u901f\u3055\u3092\u6c7a\u3081\u308b\u306e\u306f\u30e1\u30e2\u30ea\u5e2f\u57df<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">LLM\u304c\u6587\u7ae0\u3092\u4f5c\u308b\u3068\u304d\u3001\u6700\u521d\u306e\u30c8\u30fc\u30af\u30f3\u307e\u3067\u306f\u8a08\u7b97\u91cf\u3067\u30012\u30c8\u30fc\u30af\u30f3\u76ee\u304b\u3089\u306f\u30e1\u30e2\u30ea\u5e2f\u57df\u3067\u901f\u3055\u304c\u982d\u6253\u3061\u306b\u306a\u308b\u3068\u3001Apple\u306e\u7814\u7a76\u8005\u304c\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/machinelearning.apple.com\/research\/exploring-llms-mlx-m5\" target=\"_blank\" rel=\"noopener\">Apple Machine Learning Research<\/a>\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AMD\u3082\u3001\u5165\u529b\u3092\u8aad\u307f\u8fbc\u3080\u6bb5\u968e\u306f\u8a08\u7b97\u304c\u91cd\u3044\u306e\u3067NPU\u306b\u3001\u6587\u7ae0\u3092\u4f5c\u308b\u6bb5\u968e\u306f\u30e1\u30e2\u30ea\u306e\u8aad\u307f\u66f8\u304d\u304c\u91cd\u3044\u306e\u3067\u5185\u8535GPU\u306b\u5272\u308a\u632f\u3063\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/www.amd.com\/en\/developer\/resources\/technical-articles\/2025\/hybrid-npu-igpu-optimized-agent-on-amd-ryzen-ai-powered-pc-.html\" target=\"_blank\" rel=\"noopener\">AMD\u306e\u6280\u8853\u8a18\u4e8b<\/a>\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u305f\u3081\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306e\u901f\u3055\u306fTOPS\u3088\u308a\u3001\u30e1\u30e2\u30ea\u5e2f\u57df\u3068VRAM\u306e\u5bb9\u91cf\u3067\u6bd4\u3079\u308b\u306e\u304c\u8fd1\u9053\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c1\u30c3\u30d7\u3054\u3068\u306e\u30e1\u30e2\u30ea\u5e2f\u57df\u3068\u5bb9\u91cf\u306f<a href=\"https:\/\/cg-method.com\/ai\/ai-cpu-gpu-comparison\/\">AI\u5411\u3051CPU\u30fbGPU\u6bd4\u8f03\u8868<\/a>\u3067\u4e26\u3079\u66ff\u3048\u3066\u898b\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7528\u9014\u5225\u306e\u9078\u3073\u65b9<\/h2>\n\n\n<div class=\"c-scrollHint sp_\"><span>\u30b9\u30af\u30ed\u30fc\u30eb\u3067\u304d\u307e\u3059 <i class=\"icon-more_arrow\"><\/i><\/span><\/div>\n<figure data-table-scrollable=\"sp\" class=\"wp-block-table\"><table style=\"--table-width:680px;\"><thead><tr><th style=\"min-width:8em !important\">\u3057\u305f\u3044\u3053\u3068<\/th><th>\u898b\u308b\u6570\u5024<\/th><th>\u9078\u3073\u65b9<\/th><\/tr><\/thead><tbody><tr><td>Copilot+ PC\u306e\u6a5f\u80fd\u3092\u4f7f\u3044\u305f\u3044<\/td><td>NPU 40 TOPS\u4ee5\u4e0a\u30fb16GB\u30fb256GB<\/td><td>Snapdragon X\u3001Core Ultra 200V\u30fb\u30b7\u30ea\u30fc\u30ba3\u3001Ryzen AI 300\u30fb400<\/td><\/tr><tr><td>\u30ed\u30fc\u30ab\u30ebLLM\u3092\u901f\u304f\u52d5\u304b\u3057\u305f\u3044<\/td><td>\u30e1\u30e2\u30ea\u5e2f\u57df\u30fbVRAM<\/td><td>VRAM\u306e\u591a\u3044GPU\u304b\u3001\u5e2f\u57df\u306e\u5e83\u3044SoC\uff08Ryzen AI Max\u30fbApple\uff09<\/td><\/tr><tr><td>NPU\u3067LLM\u3092\u8a66\u3057\u305f\u3044<\/td><td>\u30e1\u30fc\u30ab\u30fc\u306e\u9053\u5177\u306e\u5bfe\u5fdc<\/td><td>Ryzen AI 300\u4ee5\u964d\uff0bLemonade\u3001Intel\uff0bOpenVINO\u3001Snapdragon\uff0bGenieX<\/td><\/tr><tr><td>\u96fb\u6c60\u306e\u6301\u3061\u3092\u512a\u5148\u3057\u3066\u5e38\u306bAI\u3092\u52d5\u304b\u3057\u305f\u3044<\/td><td>NPU\u306e\u6709\u7121<\/td><td>NPU\u306e\u3042\u308b\u30ce\u30fc\u30c8PC<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u81ea\u5206\u306ePC\u306eNPU\u3092\u78ba\u304b\u3081\u308b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">NPU\u306e\u3042\u308bPC\u3067\u306f\u3001\u30bf\u30b9\u30af\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306e\u300c\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u300d\u306bNPU\u304c\u8868\u793a\u3055\u308c\u3001\u4f7f\u7528\u7387\u3084\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u7248\u304c\u898b\u3089\u308c\u307e\u3059\uff08<a href=\"https:\/\/learn.microsoft.com\/en-us\/windows\/ai\/npu-devices\/\" target=\"_blank\" rel=\"noopener\">Microsoft Learn<\/a>\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d7\u30ed\u30bb\u30b9\u3054\u3068\u306eNPU\u306e\u4f7f\u7528\u7387\u306e\u5217\u306f\u30012026\u5e7411\u6708\u6642\u70b9\u3067\u306fWindows Insider\u306e\u4e00\u90e8\u306e\u7248\u3067\u914d\u4fe1\u4e2d\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3064\u307e\u305a\u304d\u3084\u3059\u3044\u6240\u3068\u5bfe\u51e6<\/h2>\n\n\n<div class=\"c-scrollHint sp_\"><span>\u30b9\u30af\u30ed\u30fc\u30eb\u3067\u304d\u307e\u3059 <i class=\"icon-more_arrow\"><\/i><\/span><\/div>\n<figure data-table-scrollable=\"sp\" class=\"wp-block-table\"><table style=\"--table-width:680px;\"><thead><tr><th style=\"min-width:8em !important\">\u3064\u307e\u305a\u304d<\/th><th>\u8d77\u304d\u308b\u3053\u3068<\/th><th>\u5bfe\u51e6<\/th><\/tr><\/thead><tbody><tr><td>TOPS\u306e\u5927\u304d\u3055\u3067\u30ed\u30fc\u30ab\u30ebLLM\u306e\u901f\u3055\u3092\u6bd4\u3079\u308b<\/td><td>TOPS\u304c\u5927\u304d\u3044\u306e\u306b\u751f\u6210\u304c\u9045\u3044<\/td><td>\u30e1\u30e2\u30ea\u5e2f\u57df\u3068VRAM\u3067\u6bd4\u3079\u308b<\/td><\/tr><tr><td>Ollama\u3067NPU\u304c\u4f7f\u308f\u308c\u308b\u3068\u601d\u3046<\/td><td>\u30bf\u30b9\u30af\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3067NPU\u304c0%\u306e\u307e\u307e<\/td><td>NPU\u3067\u52d5\u304b\u3059\u306a\u3089\u30e1\u30fc\u30ab\u30fc\u306e\u9053\u5177\u3092\u4f7f\u3046<\/td><\/tr><tr><td>Ryzen 8000\u3067NPU\u3092\u4f7f\u304a\u3046\u3068\u3059\u308b<\/td><td>Ryzen AI Software\u306eLLM\u306fNPU\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044<\/td><td>Ryzen AI 300\u4ee5\u964d\u304b\u3001GPU\u3067\u52d5\u304b\u3059<\/td><\/tr><tr><td>NPU\u306e\u5024\u3060\u3051\u898b\u3066Copilot+ PC\u3068\u601d\u3046<\/td><td>\u30e1\u30e2\u30ea16GB\u672a\u6e80\u3060\u3068\u5bfe\u8c61\u5916<\/td><td>\u30e1\u30e2\u30ea\u3068\u30b9\u30c8\u30ec\u30fc\u30b8\u3082\u78ba\u304b\u3081\u308b<\/td><\/tr><tr><td>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5408\u8a08\u306eTOPS\u3067\u6bd4\u3079\u308b<\/td><td>CPU\u30fbGPU\u306e\u5206\u3092\u8db3\u3057\u305f\u5024\u3067\u3001NPU\u306e\u5024\u3067\u306f\u306a\u3044<\/td><td>NPU\u5358\u4f53\u306e\u5024\u3067\u6bd4\u3079\u308b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u3088\u304f\u3042\u308b\u8cea\u554f\uff1aAI PC\u3068NPU<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">NPU\u304c\u7121\u3044\u3068AI\u306f\u4f7f\u3048\u307e\u305b\u3093\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f7f\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">ChatGPT\u3084Claude\u306e\u3088\u3046\u306a\u30af\u30e9\u30a6\u30c9\u306eAI\u306fNPU\u3068\u95a2\u4fc2\u306a\u304f\u52d5\u304d\u3001\u30ed\u30fc\u30ab\u30ebLLM\u3082GPU\u3084CPU\u3067\u52d5\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30ed\u30fc\u30ab\u30ebLLM\u7528\u306bNPU\u306e\u3042\u308bPC\u3092\u8cb7\u3046\u3079\u304d\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u901f\u3055\u304c\u76ee\u7684\u306a\u3089\u3001NPU\u3088\u308a\u30e1\u30e2\u30ea\u5e2f\u57df\u3068VRAM\u3092\u512a\u5148\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">NPU\u306f\u96fb\u6c60\u306e\u6301\u3061\u3068\u3001Copilot+ PC\u306e\u6a5f\u80fd\u306e\u305f\u3081\u306e\u3082\u306e\u3068\u8003\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u306eCore Ultra 200S\u306fCopilot+ PC\u306b\u306a\u308a\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">NPU\u304c13 TOPS\u306a\u306e\u3067\u300140 TOPS\u306e\u6761\u4ef6\u306b\u5c4a\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">NPU\u306fAI\u306e\u8a08\u7b97\u3092\u5c11\u306a\u3044\u96fb\u529b\u3067\u884c\u3046\u88c5\u7f6e\u3067\u3001Copilot+ PC\u306b\u306f40 TOPS\u4ee5\u4e0a\u30fb16GB\u30fb256GB\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30ebLLM\u306fOllama\u30fbLM Studio\u3067\u306fNPU\u3092\u4f7f\u308f\u305a\u3001\u901f\u3055\u306f\u30e1\u30e2\u30ea\u5e2f\u57df\u3068VRAM\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">NPU\u3067LLM\u3092\u52d5\u304b\u3057\u305f\u3044\u3068\u304d\u306f\u3001AMD\u30fbIntel\u30fbQualcomm\u305d\u308c\u305e\u308c\u306e\u9053\u5177\u3092\u4f7f\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n","protected":false},"excerpt":{"rendered":"<p>NPU\u306f\u3001AI\u306e\u8a08\u7b97\u3092\u5c11\u306a\u3044\u96fb\u529b\u3067\u884c\u3046\u305f\u3081\u306bCPU\u306b\u7d44\u307f\u8fbc\u307e\u308c\u305f\u5c02\u7528\u306e\u51e6\u7406\u88c5\u7f6e\u3067\u3059\u3002 Copilot+ PC\u306e\u6761\u4ef6\u306f\u300140 TOPS\u4ee5\u4e0a\u306eNPU\u30fb16GB\u306e\u30e1\u30e2\u30ea\u30fb256GB\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u306e3\u3064\u3067\u3059\u3002 \u305f\u3060\u3057\u30012026\u5e741 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2693,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"swell_btn_cv_data":"","book_review_data":"","footnotes":"","ssp_meta_title":"AI PC\u306eNPU\u3068\u306f\uff5cCopilot+ PC\u306e\u6761\u4ef6\u3068\u30ed\u30fc\u30ab\u30ebLLM\u3067\u4f7f\u3048\u308b\u304b","ssp_meta_description":"NPU\u306fAI\u306e\u8a08\u7b97\u3092\u5c11\u306a\u3044\u96fb\u529b\u3067\u884c\u3046\u88c5\u7f6e\u3002Copilot+ PC\u306e\u6761\u4ef6\uff0840 TOPS\u30fb16GB\u30fb256GB\uff09\u3001\u30c1\u30c3\u30d7\u5225\u306eNPU\u6027\u80fd\u3001Ollama\u30fbLM 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