{"id":943,"date":"2026-07-04T15:44:51","date_gmt":"2026-07-04T15:44:51","guid":{"rendered":"https:\/\/boochlin.com\/?p=943"},"modified":"2026-07-04T15:44:51","modified_gmt":"2026-07-04T15:44:51","slug":"android-%e7%88%9b%e8%a3%9d%e7%bd%ae%e6%83%b3%e8%b7%91%e4%ba%ba%e8%87%89%e8%be%a8%e8%ad%988-%e5%85%84%e5%bc%9f%e9%bd%8a%e5%bf%83%ef%bc%8c%e8%bb%9f%e7%a1%ac%e5%85%bc%e6%96%bd-arm-compute-lib","status":"publish","type":"post","link":"https:\/\/boochlin.com\/?p=943","title":{"rendered":"Android \u721b\u88dd\u7f6e\u60f3\u8dd1\u4eba\u81c9\u8fa8\u8b588- \u5144\u5f1f\u9f4a\u5fc3\uff0c\u8edf\u786c\u517c\u65bd arm compute lib"},"content":{"rendered":"\n<p>\u524d\u9762\u90fd\u5728\u8ddf\u8a18\u61b6\u9ad4\u640f\u9b25\uff0c\u4eca\u5929\u4f86\u8ac7\u7d14\u7cb9\u7684\u300c\u7b97\u529b\u300d\u3002<\/p>\n\n\n\n<p>\u5728 1.3GHz \u7684\u7834\u677f\u5b50\u4e0a\u8dd1\u5373\u6642\u4eba\u81c9\u8fa8\u8b58\uff1a\u4f60\u6709\u4e00\u4e32 512 \u7dad\u7684\u4eba\u81c9\u7279\u5fb5\uff0c\u8981\u8ddf\u8cc7\u6599\u5eab\u7684\u00a0<strong>5,000 \u540d\u54e1\u5de5<\/strong>\u6bd4\u5c0d\u3002 \u5728 \u8001\u95c6\u8aaa\u898110 FPS \u7684\u8981\u6c42\u4e0b\uff0cCPU \u6bcf\u79d2\u5f97\u541e\u4e0b\u00a0512\u00d75000\u00d710=2560\u842c\u6b21512\u00d75000\u00d710=2560\u842c\u6b21\u00a0\u7684\u6d6e\u9ede\u6578\u904b\u7b97\u3002<\/p>\n\n\n\n<p>\u70ba\u4e86\u6d3b\u4e0b\u4f86\uff0c\u6211\u5148\u8aaa\u670d\u8001\u95c6\u4e86\uff0c\u6700\u591a\u53ea\u80fd3fps , \u7562\u7adf\u6211\u5011\u8981\u7684\u662f\u8fa8\u8b58\uff0c\u4e0d\u662f\u756b\u9762\u6d41\u66a2\uff0e\u6211\u5011\u7684\u6bd4\u5c0d\u6a21\u7d44\u6b77\u7d93\u4e86\u4e09\u6b21\u6158\u70c8\u7684\u6f14\u5316\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"user-content-\u7b2c\u4e00\u6b21\u6f14\u5316\u5929\u771f\u7684-java-\u82e6\u5de5\">\u7b2c\u4e00\u6b21\u6f14\u5316\uff1a\u5929\u771f\u7684 Java \u82e6\u5de5<\/h2>\n\n\n\n<p>\u6700\u76f4\u89ba\u7684\u4f5c\u6cd5\uff1a\u5728 Java \u88e1\u5beb\u500b\u96d9\u91cd\u8ff4\u5708\uff0c\u7b97\u5167\u7a4d\uff08\u9918\u5f26\u76f8\u4f3c\u5ea6\uff09\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>float bestScore = -1.0f;\nfor (int i = 0; i &lt; 5000; i++) {\n    float&#91;] dbFeature = database.get(i);\n    float score = 0;\n    for (int j = 0; j &lt; 512; j++) {\n        score += inputFeature&#91;j] * dbFeature&#91;j];\n    }\n    if (score &gt; bestScore) bestScore = score;\n}<\/code><\/pre>\n\n\n\n<p><strong>\u5be6\u9a57\u6578\u64da\uff085000 \u4eba\u81c9\u6bd4\u5c0d\uff09\uff1a\u7d04&nbsp;<code>150 \u6beb\u79d2<\/code><\/strong><\/p>\n\n\n\n<p>\u4f4e\u968e ARM \u6676\u7247\u4e0a\u7684 JVM \u6c92\u6709\u5f37\u5927\u7684\u5411\u91cf\u5316\u512a\u5316\u3002CPU \u5c31\u50cf\u500b\u82e6\u529b\uff0c\u8001\u8001\u5be6\u5be6\u5730\u7b97\u5b8c\u9019 250 \u842c\u6b21\u4e58\u6cd5\u3002\u6bd4\u5c0d\u4e00\u6b21 150ms\uff0c\u756b\u9762\u9802\u591a 6 FPS\uff0c\u592a\u6162\u4e86\u3002\u807d\u8d77\u4f86\u5408\u683c\u4e86\uff0c\u4f46\u662f\u9019\u53ea\u662f\u4eba\u81c9\u8fa8\u8b58\u4e2d\u7684\u4e00\u5c0f\u6bb5\uff0c\u5176\u4ed6\u8655\u7406\u4e5f\u8981\u82b1\u6642\u9593\u554a<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"user-content-\u7b2c\u4e8c\u6b21\u6f14\u5316\u6bba\u96de\u7528\u725b\u5200java-\u8ff4\u5708--opencv\">\u7b2c\u4e8c\u6b21\u6f14\u5316\uff1a\u6bba\u96de\u7528\u725b\u5200\uff08Java \u8ff4\u5708 + OpenCV\uff09<\/h2>\n\n\n\n<p>Java \u592a\u6162\uff1f\u90a3\u5c31\u4ea4\u7d66\u5f71\u50cf\u795e\u5668 OpenCV \u7684 C++ \u5e95\u5c64\u4f86\u7b97\uff01<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>for (Face authFace : database) {\n    featureDet.put(0, 0, inputFeature);\n    featureCmp.put(0, 0, authFace.getRgbFeature());\n\n    \/\/ \u547c\u53eb OpenCV \u5e95\u5c64\u7b97\u5167\u7a4d\u5206\u6578\n    Core.gemm(featureDet, featureCmp, 1.0, new Mat(), 0.0, cvResult);\n    \/\/ ...\n}<\/code><\/pre>\n\n\n\n<p><strong>\u5be6\u9a57\u6578\u64da\uff085000 \u4eba\u81c9\u6bd4\u5c0d\uff09\uff1a\u7d04&nbsp;<code>320 \u6beb\u79d2<\/code>\uff08\u5c45\u7136\u66f4\u6162\uff01\uff1f\uff09<\/strong><\/p>\n\n\n\n<p><strong>\u81f4\u547d\u7684 JNI \u904e\u8def\u8cbb<\/strong>\u00a0\u72af\u4e86\u8de8\u8a9e\u8a00\u547c\u53eb\u7684\u5927\u5fcc\uff1a<strong>\u5728 Java \u8ff4\u5708\u88e1\u760b\u72c2\u547c\u53eb JNI<\/strong>\u3002 \u70ba\u4e86\u7b97\u4e00\u7b46\u5c0f\u5c0f\u7684\u4e58\u6cd5\uff0c\u7a0b\u5f0f\u904e\u6d77\u95dc\uff08JNI Overhead\uff09\u4f86\u56de\u8dd1\u4e86 5,000 \u8d9f\u3002\u5c31\u50cf\u70ba\u4e86\u69a8 5,000 \u676f\u679c\u6c41\uff0c\u958b\u5361\u8eca\u4e00\u6b21\u53ea\u8f09\u300c\u4e00\u9846\u860b\u679c\u300d\u8dd1 5,000 \u8d9f\u53bb\u5de5\u5ee0\uff0c\u904e\u8def\u8cbb\u65e9\u5c31\u8d85\u904e\u69a8\u679c\u6c41\u7684\u6642\u9593\u4e86\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"user-content-\u6700\u7d42\u9032\u5316\u964d\u7dad\u6253\u64caacl-sdk--arm-neon\">\u6700\u7d42\u9032\u5316\uff1a\u964d\u7dad\u6253\u64ca\uff08ACL SDK + ARM NEON\uff09<\/h2>\n\n\n\n<p>\u88ab\u6559\u8a13\u5f8c\uff0c\u6211\u5011\u610f\u8b58\u5230\uff1a<\/p>\n\n\n\n<ol>\n<li><strong>\u4e0d\u80fd\u904e\u6d77\u95dc 5000 \u6b21<\/strong>\uff1a\u6574\u500b\u8ff4\u5708\u5fc5\u9808\u642c\u5230 C++\u3002<\/li>\n\n\n\n<li><strong>OpenCV \u592a\u901a\u7528<\/strong>\uff1a\u6211\u5011\u9700\u8981\u91dd\u5c0d\u9019\u584a ARM \u6676\u7247\u91cf\u8eab\u6253\u9020\u7684\u6b66\u5668\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u65bc\u662f\u8a95\u751f\u4e86\u6700\u7d42\u7248&nbsp;<code>aclsdk<\/code>\uff0c\u5e95\u5c64\u6539\u7528&nbsp;<strong>ARM \u539f\u5ee0\u7684 Compute Library (ACL)<\/strong>\u3002\u6211\u5011\u4e0d\u518d\u4e00\u5c0d\u4e00\u55ae\u6311\u4e86\uff0c\u6211\u5011\u6253\u7fa4\u67b6\u3002\u7a0b\u5f0f\u555f\u52d5\u6642\uff0c5,000 \u4eba\u81c9\u5c31\u5148\u585e\u9032 C++ \u7684\u8d85\u7d1a\u77e9\u9663\uff08Tensor\uff09\u88e1\u3002<\/p>\n\n\n\n<p>\u65b0\u756b\u9762\u9032\u4f86\u6642\uff0c\u53ea\u904e\u300c\u4e00\u6b21\u300d\u6d77\u95dc\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\/\/ C++ \u5e95\u5c64\uff1a\u4e00\u6b21\u505a\u5b8c 1 x 5000 \u7684\u5927\u77e9\u9663\u4e58\u6cd5\nNESFeatureMatcher::copy_to_tensor(*_tensor_a, inputFeature);\n\n\/\/ \u547c\u53eb ARM \u5e95\u5c64\u786c\u9ad4\u52a0\u901f (NEON SIMD) \u4e00\u64ca\u5fc5\u6bba\nsgemm.run();\n\nNESFeatureMatcher::copy_from_tensor(*_tensor_o, results.get());<\/code><\/pre>\n\n\n\n<p><strong>\u5be6\u9a57\u6578\u64da\uff085000 \u4eba\u81c9\u6bd4\u5c0d\uff09\uff1a\u7d04&nbsp;<code>3 \u6beb\u79d2<\/code>\uff08\u767e\u500d\u79d2\u6bba\uff09<\/strong><\/p>\n\n\n\n<p><strong>\u70ba\u4f55\u5982\u6b64\u72c2\u66b4\uff1f<\/strong>\u00a0\u9664\u4e86\u514d\u9664 JNI \u904e\u8def\u8cbb\uff0c\u771f\u6b63\u7684\u9b54\u6cd5\u662f\u00a0<strong>ARM NEON SIMD\uff08\u55ae\u6307\u4ee4\u591a\u8cc7\u6599\u6d41\uff09<\/strong>\u3002 <\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u88dc\u5145 simd \u70ba\u4f55\u90a3\u9ebc\u731b<\/p>\n\n\n\n<p>\u5982\u679c\u8981\u7528\u6700\u7c21\u55ae\u3001\u751f\u6d3b\u5316\u7684\u65b9\u5f0f\u4f86\u7e3d\u7d50 SGEMM \u548c\u786c\u9ad4\u52a0\u901f\uff0c\u6211\u5011\u53ef\u4ee5\u60f3\u50cf&nbsp;<strong>\u300c\u4e00\u500b\u8fa6\u516c\u5ba4\u54e1\u5de5\uff08CPU\uff09\u8981\u84cb 1 \u842c\u4efd\u516c\u6587\uff08\u8cc7\u6599\uff09\u300d<\/strong>&nbsp;\u7684\u5834\u666f\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"user-content-1-\u50b3\u7d71\u5beb\u6cd5-\u4e00\u822c\u8ff4\u5708\">1. \u50b3\u7d71\u5beb\u6cd5 (\u4e00\u822c\u8ff4\u5708)<\/h3>\n\n\n\n<p>\u54e1\u5de5\u8d70\u5230\u9059\u9060\u7684\u6a94\u6848\u5ba4\uff08\u4e3b\u8a18\u61b6\u9ad4 RAM\uff09\uff0c\u627e\u51fa\u4e00\u4efd\u516c\u6587\uff0c\u8d70\u56de\u4f4d\u5b50\uff0c\u62ff\u8d77\u5370\u7ae0\u84cb\u4e0b\u53bb\u3002 \u7136\u5f8c\u518d\u8d70\u53bb\u6a94\u6848\u5ba4\uff0c\u62ff\u4e0b\u4e00\u4efd&#8230;&nbsp;<strong>\u7d50\u679c\uff1a<\/strong>&nbsp;\u4f86\u56de\u8dd1\u6b7b\uff0c\u4e00\u5929\u53ea\u80fd\u84cb 100 \u4efd\u3002\u5927\u90e8\u5206\u6642\u9593\u90fd\u5728\u8d70\u8def\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"user-content-2-\u5feb\u53d6\u9810\u8b80-prefetch--\u8acb\u500b\u5c0f\u52a9\u624b\">2. \u5feb\u53d6\u9810\u8b80 (Prefetch) \u2014\u2014 \u8acb\u500b\u5c0f\u52a9\u624b<\/h3>\n\n\n\n<p>\u70ba\u4e86\u89e3\u6c7a\u8d70\u8def\u7684\u6642\u9593\uff0c\u54e1\u5de5\u8acb\u4e86\u4e00\u500b\u5c0f\u52a9\u624b\u3002 \u7576\u54e1\u5de5\u5728\u4f4d\u5b50\u4e0a\u84cb\u7ae0\u7684\u6642\u5019\uff0c\u5c0f\u52a9\u624b\u62fc\u547d\u53bb\u6a94\u6848\u5ba4\u628a\u63a5\u4e0b\u4f86\u8981\u84cb\u7684\u516c\u6587\uff0c\u4e00\u758a\u4e00\u758a\u642c\u5230\u54e1\u5de5\u7684\u684c\u4e0a\uff08L1 \u5feb\u53d6\uff09\u3002&nbsp;<strong>\u7d50\u679c\uff1a<\/strong>&nbsp;\u54e1\u5de5\u518d\u4e5f\u4e0d\u7528\u8d77\u8eab\u4e86\uff0c\u53ea\u8981\u4f38\u624b\u5c31\u80fd\u62ff\u5230\u4e0b\u4e00\u4efd\u516c\u6587\uff0c\u52d5\u4f5c\u8b8a\u5feb\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"user-content-3-simd-\u786c\u9ad4\u52a0\u901f--\u7279\u88fd\u9023\u9ad4\u5370\u7ae0\">3. SIMD (\u786c\u9ad4\u52a0\u901f) \u2014\u2014 \u7279\u88fd\u9023\u9ad4\u5370\u7ae0<\/h3>\n\n\n\n<p>\u5c31\u7b97\u4e0d\u7528\u8d70\u8def\uff0c\u4e00\u6b21\u84cb\u4e00\u4efd\u9084\u662f\u592a\u6162\u3002 \u65bc\u662f\u516c\u53f8\u914d\u767c\u4e86\u4e00\u500b\u300c\u7279\u88fd\u7684\u9023\u9ad4\u5370\u7ae0\u300d\uff0c\u4e00\u6b21\u58d3\u4e0b\u53bb\u53ef\u4ee5<strong>\u540c\u6642\u84cb 4 \u4efd\u516c\u6587<\/strong>\u3002&nbsp;<strong>\u7d50\u679c\uff1a<\/strong>&nbsp;\u84cb\u7ae0\u7684\u901f\u5ea6\u76f4\u63a5\u7ffb\u4e86 4 \u500d\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"user-content-4-\u77e9\u9663\u5206\u584a-tiling--\u684c\u9762\u7a7a\u9593\u7ba1\u7406\">4. \u77e9\u9663\u5206\u584a (Tiling) \u2014\u2014 \u684c\u9762\u7a7a\u9593\u7ba1\u7406<\/h3>\n\n\n\n<p>\u96d6\u7136\u5c0f\u52a9\u624b\u4e00\u76f4\u642c\u516c\u6587\uff0c\u4f46\u54e1\u5de5\u7684\u300c\u684c\u9762\u7a7a\u9593\u6709\u9650\u300d\uff08L1 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