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\u5236\u7a0b\u65f6\u4ee3\u3002<\/p>\n<p><strong>\u53cc\u65d7\u8230\u7684\u771f\u6b63\u5206\u91ce\uff0c\u4e0d\u53ea\u662f\u6027\u80fd\u6863\u4f4d\uff0c\u800c\u662f AI \u521b\u65b0\u7684\u4e24\u79cd\u4efb\u52a1\uff1a\u4e00\u7aef\u8d1f\u8d23\u63a2\u7d22\u6280\u672f\u4e0a\u9650\uff0c\u53e6\u4e00\u7aef\u8d1f\u8d23\u628a\u540c\u4ee3\u521b\u65b0\u63a8\u5411\u66f4\u5927\u7684\u65d7\u8230\u5e02\u573a\u3002<\/strong><\/p>\n<p>\u4e24\u6b3e\u5904\u7406\u5668\u90fd\u91c7\u7528\u5168\u65b0\u7684 Qualcomm Oryon CPU\uff0c<strong>2 \u4e2a \u8d85\u5927\u6838\u6700\u9ad8 5GHz\u30016 \u4e2a\u6027\u80fd\u6838\u5fc3\u6700\u9ad8 4GHz<\/strong>\uff0c\u8d85\u7ea7\u81f3\u5c0a\u7248\u76f8\u8f83\u4e0a\u4e00\u4ee3 CPU \u6027\u80fd\u63d0\u5347 13%\uff0c\u80fd\u6548\u63d0\u5347 37%\u3002\u540c\u65f6\uff0c\u4e24\u6b3e\u82af\u7247\u4e24\u8005\u91c7\u7528\u76f8\u540c\u7684 CPU \u67b6\u6784\u3001\u5b9e\u73b0\u65b9\u5f0f\u548c\u9891\u7387\u3002\u901a\u8fc7\u5f15\u5165\u5168\u65b0\u7f13\u5b58\u67b6\u6784 FlexCache\uff0c\u8ba9 CPU \u4e5f\u80fd\u5171\u4eab\u7f13\u5b58\u8d44\u6e90\uff0c\u8ba9\u667a\u80fd\u4f53\u5728\u8fd0\u884c\u9ad8\u8d1f\u8f7d\u4efb\u52a1\u7684\u540c\u65f6\uff0c\u4e0d\u4f1a\u964d\u4f4e\u54cd\u5e94\u901f\u5ea6\u3002<\/p>\n<p>\u8d85\u7ea7\u81f3\u5c0a\u7248\u7684 Adreno GPU \u76f8\u6bd4\u4e0a\u4e00\u4ee3\u6027\u80fd\u63d0\u5347 44%\u3001\u80fd\u6548\u63d0\u5347 40%\uff0c\u5e76\u9996\u6b21\u52a0\u5165\u4e13\u4e3a AI \u6253\u9020\u7684 Adreno Matrix Cores\uff0c\u4ee5\u53ca Adreno Neural Fusion\u3002\u6709\u4e86 Adreno Neural Fusion\uff0cAI \u8ba1\u7b97\u8fdb\u4e00\u6b65\u878d\u5165\u56fe\u5f62\u7ba1\u7ebf\uff0c\u53ef\u4ee5\u652f\u6301\u8d85\u5206\u8fa8\u7387\u3001\u5e27\u751f\u6210\u548c\u56fe\u50cf\u91cd\u5efa\u3002<\/p>\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/52\/91\/529128ace18d32205405b2e96e7479dc.jpg\"\/><\/p>\n<p>\u7b2c\u516d\u4ee3\u9a81\u9f99 8 \u8d85\u7ea7\u81f3\u5c0a\u7248 Adreno GPU \u63d0\u5347 | \u6765\u6e90\uff1a\u6781\u5ba2\u516c\u56ed<\/p>\n<p>Hexagon NPU \u53ef\u652f\u6301\u8d85\u8fc7 300 \u4ebf\u53c2\u6570\u7684 MoE\uff08\u6df7\u5408\u4e13\u5bb6\uff09\u6a21\u578b\uff0c\u5728\u76f8\u6bd4\u4e0a\u4e00\u4ee3\u6027\u80fd\u63d0\u5347 35%\uff0c\u6bcf\u74e6\u7279\u6027\u63d0\u5347 33%\uff0c\u540c\u65f6\u52a0\u5165\u4e13\u95e8\u9762\u5411 Transformer \u5de5\u4f5c\u8d1f\u8f7d\u7684 Element Accelerator\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u9ad8\u901a\u5c06 Hexagon \u7684\u5171\u4eab\u5185\u5b58\u6269\u5927 50%\uff0c\u8ba9\u4e0a\u4e0b\u6587 \u548c KV-cache \u66f4\u591a\u5730\u7559\u5728 NPU \u5185\u90e8\uff0c\u4ece\u800c\u51cf\u5c11\u8bbf\u95ee DDR \u7684\u6b21\u6570\u3001\u964d\u4f4e\u5ef6\u8fdf\uff0c\u91ca\u653e\u5185\u5b58\u5e26\u5bbd\uff0c\u66f4\u5feb\u901f\u5730\u8f93\u51fa\u63a8\u7406\u7ed3\u679c\u3002<\/p>\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/fd\/9e\/fd9ee109248f2be8455a9c2d7d458ecc.jpg\"\/><\/p>\n<div data-page-id=\"YaaPdFWgmok7Bpx4romc93z7nqe\" data-lark-html-role=\"root\" data-docx-has-block-data=\"false\">\n<p>NPU \u5171\u4eab\u5185\u5b58\u7684\u63d0\u5347 | \u6765\u6e90\uff1a\u6781\u5ba2\u516c\u56ed<\/p>\n<\/div>\n<p>\u5f53\u9762\u5411\u66f4\u957f\u7684\u4e0a\u4e0b\u6587\u3001\u66f4\u590d\u6742\u7684\u63a8\u7406\u3001\u66f4\u591a\u7684\u5de5\u5177\u8c03\u7528\u4ee5\u53ca\u591a\u4e2a\u4efb\u52a1\u7684\u5e76\u53d1\u6267\u884c\uff0c\u5185\u5b58\u7684\u91cd\u8981\u6027\u88ab\u91cd\u65b0\u63a8\u5230\u4e86\u53f0\u524d\u3002\u8d85\u7ea7\u81f3\u5c0a\u7248\u7684 Adreno \u5207\u7247\u67b6\u6784\u642d\u914d 18MB \u72ec\u7acb\u9ad8\u901f\u663e\u5b58\uff08HPM\uff09\uff0c\u5b9e\u73b0\u4e86 12% \u7684\u529f\u8017\u964d\u4f4e\u3002<\/p>\n<p>\u751a\u81f3\u8fde\u4f20\u611f\u5668\u4e2d\u67a2\u4e5f\u88ab\u91cd\u65b0\u8bbe\u8ba1\uff0c\u642d\u8f7d\u4e24\u4e2a Micro NPU\uff0c\u5e26\u6765 85% \u7684\u6027\u80fd\u63d0\u5347\u548c 20% \u7684\u80fd\u6548\u63d0\u5347\uff0c\u4f20\u611f\u5668\u4e2d\u67a2\u672c\u8eab\u5c31\u652f\u6301\u9ad8\u8fbe 2 \u4ebf\u53c2\u6570\u7684\u6a21\u578b\u3002<\/p>\n<p><strong>\u5168\u65b0\u7684\u9a81\u9f99\u53cc\u65d7\u8230\u5e76\u975e\u7b80\u5355\u590d\u5236\u4e00\u5957\u9ad8\u4f4e\u914d\u903b\u8f91\uff0c\u800c\u662f\u628a\u300c\u524d\u6cbf\u80fd\u529b\u63a2\u7d22\u300d\u4e0e\u300c\u9ad8\u7aef\u4f53\u9a8c\u89c4\u6a21\u5316\u300d\u653e\u8fdb\u540c\u4e00\u4ee3\u4ea7\u54c1\u7ec4\u5408\uff1a\u8d85\u7ea7\u81f3\u5c0a\u7248\u8d1f\u8d23\u63a8\u9ad8\u667a\u80fd\u4f53 AI\u3001\u6e38\u620f\u548c\u5f71\u50cf\u7684\u80fd\u529b\u4e0a\u9650\uff0c\u81f3\u5c0a\u7248\u5219\u8ba9\u66f4\u591a\u65d7\u8230\u7ec8\u7aef\u83b7\u5f97\u540c\u4ee3\u6838\u5fc3\u67b6\u6784\u4e0e AI \u521b\u65b0\u3002<\/strong><\/p>\n<p><strong>\u8fc7\u53bb\u9ad8\u901a\u4ece\u8bbe\u5907\u51fa\u53d1\u601d\u8003 AI\u3002<\/strong>\u624b\u673a\u6709\u5f71\u50cf\u529f\u80fd\uff0c\u5c31\u8ba9 AI \u628a\u624b\u673a\u7684\u56fe\u7247\u5904\u7406\u80fd\u529b\u53d1\u6325\u5f97\u66f4\u597d\uff1bPC \u6709\u66f4\u5f3a\u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u5c31\u8ba9 AI \u5e2e\u52a9\u7528\u6237\u63d0\u5347\u751f\u4ea7\u6548\u7387\u3002<\/p>\n<p><strong>\u4f46\u73b0\u5728\uff0c\u9ad8\u901a\u5f00\u59cb\u4ece\u4e2a\u4eba\u667a\u80fd\u4f53\u7684\u89d2\u5ea6\u51fa\u53d1\uff0c\u6765\u601d\u8003\u4e0d\u540c\u8bbe\u5907\u5f62\u6001\u4f1a\u5728\u4e0b\u4e00\u4e2a\u8282\u70b9\u4e0a\u4e3a\u4e2a\u4eba\u667a\u80fd\u4f53\u63d0\u4f9b\u4ec0\u4e48\u670d\u52a1\uff0c\u8fd9\u4e9b\u670d\u52a1\u9700\u8981\u4ec0\u4e48\u6837\u7684\u80fd\u529b\uff1f<\/strong><\/p>\n<p>\u4ee5\u624b\u673a\u4e3a\u4f8b\uff0c\u624b\u673a\u4ecd\u7136\u662f\u4e2a\u4eba AI \u4f53\u7cfb\u91cc\u7684\u6838\u5fc3\u8282\u70b9\uff0c\u4f46\u662f\u4eca\u5e74\u7684\u65d7\u8230\u624b\u673a\u7ade\u4e89\u7684\u5e95\u5c42\u95ee\u9898\u5df2\u7ecf\u53d1\u751f\u4e86\u53d8\u5316\u3002\u5c0f\u7c73 18 Pro \u9996\u53d1\u7b2c\u516d\u4ee3\u9a81\u9f99 8 \u81f3\u5c0a\u7248\uff0c NPU \u5728\u90e8\u5206\u6a21\u578b\u4e0a\u7684\u9884\u586b\u5145\u6027\u80fd\u63d0\u5347\u6700\u9ad8 80%\uff1b\u540c\u65f6\u5728\u7cfb\u7edf\u5c42\u9762\u642d\u8f7d\u6f8e\u6e43 OS 4 \u548c\u8d85\u7ea7\u5c0f\u7231 2.0\uff1b\u5c0f\u7c73\u5b98\u65b9\u5df2\u7ecf\u5c06 AI \u80fd\u529b\u4ece\u5355\u7eaf\u7684\u95ee\u7b54\uff0c\u63a8\u8fdb\u5230\u4efb\u52a1\u7f16\u6392\u3001\u8de8\u5e94\u7528\u6267\u884c\u548c\u8de8\u8bbe\u5907\u534f\u540c\u3002\u624b\u673a\u5382\u5546\u5f00\u59cb\u5173\u6ce8\u7684\u95ee\u9898\uff0c\u4e5f\u4ece\u6211\u5982\u4f55\u901a\u8fc7\u8fd9\u6b3e\u5904\u7406\u5668\u589e\u52a0\u6211\u7684\u4ea7\u54c1\u529b\uff0c\u53d8\u6210\u4e86\u6211\u7684\u8fd9\u90e8\u624b\u673a\u80fd\u591f\u8ba9\u667a\u80fd\u4f53\u66ff\u7528\u6237\u5b8c\u6210\u4ec0\u4e48\u3002<\/p>\n<p>\u800c\u5728\u4f17\u591a AI \u8bbe\u5907\u4e2d\uff0cPC \u6b63\u5728\u6210\u4e3a\u667a\u80fd\u4f53\u7684\u751f\u4ea7\u529b\u8282\u70b9\u3002<\/p>\n<p>\u8fd9\u4e24\u5e74\u53d1\u5e03\u7684\u642d\u8f7d\u9a81\u9f99 X2 \u7cfb\u5217\u7684 PC \u53ef\u8c13\u662f\u300c\u667a\u80fd\u4f53 PC\u300d\uff0c<strong>\u9a81\u9f99 X2 Elite AI \u6027\u80fd\u8fbe\u5230 85 TOPS\uff0cPC \u5f00\u59cb\u5177\u5907\u4e86\u8ba9\u667a\u80fd\u4f53\u957f\u65f6\u95f4\u5728\u672c\u5730\u8fd0\u884c\u7684\u6761\u4ef6\u3002<\/strong><\/p>\n<p>\u800c\u4eca\u5e74\u66f4\u6709\u610f\u601d\u7684\u53d8\u5316\u662f\uff0cPC \u5382\u5546\u751a\u81f3\u5f00\u59cb\u91cd\u65b0\u5bfb\u627e\u81ea\u5df1\u5728 \u4e2a\u4eba AI \u4f53\u7cfb\u4e2d\u7684\u4f4d\u7f6e\u3002<\/p>\n<p>\u8c37\u6b4c\u63a8\u51fa Googlebook\uff0c\u628a Gemini Intelligence\u3001Android \u751f\u6001\u548c PC \u7ed3\u5408\u8d77\u6765\uff0c\u5f3a\u8c03 PC \u4e0e Android \u624b\u673a\u4e4b\u95f4\u7684\u8de8\u8bbe\u5907\u4f53\u9a8c\uff1b<\/p>\n<p>\u5fae\u8f6f\u5219\u7ee7\u7eed\u5f3a\u5316 Surface \u7684\u672c\u5730 AI 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