{"id":8516,"date":"2026-06-09T14:12:55","date_gmt":"2026-06-09T06:12:55","guid":{"rendered":"https:\/\/ab123.xyz\/?p=8516"},"modified":"2026-06-09T14:12:55","modified_gmt":"2026-06-09T06:12:55","slug":"apple-m4-ultra-neural-engine-%e4%b8%8e-coreml-%e6%b7%b1%e5%ba%a6%e9%9b%86%e6%88%90%ef%bc%9aai-%e5%bc%80%e5%8f%91%e8%80%85%e7%9a%84%e6%96%b0%e5%88%a9%e5%99%a8","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=8516","title":{"rendered":"Apple M4 Ultra Neural Engine \u4e0e CoreML \u6df1\u5ea6\u96c6\u6210\uff1aAI \u5f00\u53d1\u8005\u7684\u65b0\u5229\u5668"},"content":{"rendered":"<p>\u82f9\u679c\u6700\u65b0\u53d1\u5e03\u7684 M4 Ultra \u82af\u7247\uff0c\u51ed\u501f\u5176\u9769\u547d\u6027\u7684\u795e\u7ecf\u7f51\u7edc\u5f15\u64ce\uff08Neural Engine\uff09\u548c\u4e0e CoreML \u6846\u67b6\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u6b63\u5728\u91cd\u65b0\u5b9a\u4e49\u7aef\u4fa7\u4eba\u5de5\u667a\u80fd\u7684\u6027\u80fd\u8fb9\u754c\u3002\u636e WWDC 2025 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\u6846\u67b6\u8fdb\u884c\u4e86\u5168\u6808\u534f\u540c\u4f18\u5316\u3002\u901a\u8fc7\u7edf\u4e00\u5185\u5b58\u67b6\u6784\uff08UMA\uff09\uff0cCPU\u3001GPU \u548c Neural Engine \u53ef\u4ee5\u5171\u4eab\u9ad8\u8fbe 512GB \u7684\u7edf\u4e00\u5185\u5b58\uff0c\u6d88\u9664\u6570\u636e\u642c\u8fd0\u5ef6\u8fdf\u3002CoreML 4.0 \u7248\u672c\u65b0\u589e\u4e86\u52a8\u6001\u56fe\u7f16\u8bd1\u529f\u80fd\uff0c\u80fd\u591f\u81ea\u52a8\u5c06 ONNX\u3001PyTorch \u7b49\u6a21\u578b\u8f6c\u6362\u4e3a\u9488\u5bf9 M4 Ultra \u7684\u91cf\u5316\u6307\u4ee4\uff0c\u8ba9\u5f00\u53d1\u8005\u65e0\u9700\u624b\u52a8\u8c03\u4f18\u5373\u53ef\u83b7\u5f97 3-5 \u500d\u63a8\u7406\u901f\u5ea6\u63d0\u5347\u3002<\/p>\n<h3>\u5173\u952e\u4f18\u52bf\u4e00\u89c8<\/h3>\n<ul>\n<li><strong>\u4f4e\u529f\u8017\u9ad8\u6027\u80fd\uff1a<\/strong>\u6bcf TOPS \u529f\u8017\u4ec5\u4e3a 0.8W\uff0c\u9002\u5408\u957f\u65f6\u95f4 AI 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\u89c6\u9891\u8fdb\u884c\u5b9e\u65f6\u98ce\u683c\u8fc1\u79fb\uff0c\u5ef6\u8fdf\u4f4e\u4e8e 10 \u6beb\u79d2\uff1b\u5728\u81ea\u52a8\u9a7e\u9a76\u6a21\u62df\u4e2d\uff0c\u5de5\u7a0b\u5e08\u4f7f\u7528 Neural Engine \u52a0\u901f\u4f20\u611f\u5668\u878d\u5408\u7b97\u6cd5\uff0c\u8bad\u7ec3\u6548\u7387\u63d0\u5347 4 \u500d\u3002\u82f9\u679c\u8fd8\u63a8\u51fa\u4e86 <strong>CoreML Benchmark Suite<\/strong>\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u5bf9\u6bd4\u4e0d\u540c\u82af\u7247\u4e0a\u7684\u63a8\u7406\u6027\u80fd\u3002<\/p>\n<h3>\u5982\u4f55\u4f7f\u7528\u4e0e\u5f00\u53d1\u5efa\u8bae<\/h3>\n<p>\u5f00\u53d1\u8005\u53ea\u9700\u5728 Xcode 16 \u4e2d\u5f15\u5165 CoreML \u5e93\uff0c\u8c03\u7528 <code>MLModelConfiguration.computeUnits = .all<\/code> \u5373\u53ef\u542f\u7528\u5168\u90e8 Neural Engine \u6838\u5fc3\u3002\u5bf9\u4e8e\u81ea\u5b9a\u4e49\u6a21\u578b\uff0c\u53ef\u4f7f\u7528 <strong>CoreML Tools<\/strong> 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