{"id":19142,"date":"2023-06-27T09:30:00","date_gmt":"2023-06-27T01:30:00","guid":{"rendered":"https:\/\/www.circuspi.com\/?p=19142"},"modified":"2023-09-20T10:01:49","modified_gmt":"2023-09-20T02:01:49","slug":"practical-testing-up-squared-pro7000edge","status":"publish","type":"post","link":"https:\/\/www.circuspi.com\/index.php\/2023\/06\/27\/practical-testing-up-squared-pro7000edge\/","title":{"rendered":"AI \u6559\u5b78\u7cfb\u5217-\u5be6\u6e2c UP Squared Pro 7000 Edge \u88fd\u4f5c AI \u5c08\u6848"},"content":{"rendered":"\n<p><style>\n\/* ###\u5be6\u9a57\u4e0b\u4e00\u5217### *\/\n\na:link {color:#0695e4\n;}    \/* \u8a2d\u5b9a\u5c1a\u672a\u9ede\u95b1\u904e\u7684\u9023\u7d50\u6a23\u5f0f *\/\na:visited {color:#0695e4\n;} \/* \u8a2d\u5b9a\u904e\u53bb\u66fe\u7d93\u95b1\u904e\u7684\u9023\u7d50 *\/\na:hover {color:#0695e4\n;}   \/* \u8a2d\u5b9a\u6ed1\u9f20\u6e38\u6a19\u6307\u5728\u9023\u7d50\u4f4d\u7f6e\u4e0a\u7684\u6a23\u5f0f *\/\na:active {color:#0000BB;}  \/* \u8a2d\u5b9a\u4e0a\u9ede\u64ca\u904e\u7684\u9023\u7d50\u6a23\u5f0f *\/\n<\/style><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"526\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/06\/1000x526-1.jpg\" alt=\"AI \u6559\u5b78\u7cfb\u5217-\u5be6\u6e2c UP Squared Pro 7000 Edge \u88fd\u4f5c AI \u5c08\u6848\" class=\"wp-image-19243\"\/><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u524d\u8a00<\/h2>\n\n\n\n<p>\u5728\u88fd\u4f5c AI \u908a\u7de3\u904b\u7b97\u5c08\u6848\uff0c\u5c0d\u65bc\u55ae\u677f\u96fb\u8166\u7684\u9078\u64c7\u4e2d\uff0c\u5927\u5bb6\u7b2c\u4e00\u500b\u60f3\u5230\u7684\u4e0d\u5916\u4e4e\u5c31\u662f\u6700\u70ba\u51fa\u540d\u4e14\u5c79\u7acb\u4e0d\u6416\u7684 <a rel=\"noreferrer noopener\" href=\"https:\/\/www.icshop.com.tw\/product_list.php?2180\" target=\"_blank\">Raspberry Pi<\/a>\u3002\u6216\u662f\u60f3\u5230 AI \u5c31\u6703\u4e0b\u610f\u8b58\u806f\u60f3\u5230\u7684 <a rel=\"noreferrer noopener\" href=\"https:\/\/www.icshop.com.tw\/product_list.php?2163\" target=\"_blank\">NVIDIA Jetson Series<\/a>\u3002\u4f46\u9019\u5169\u9805\u7522\u54c1\u7686\u5c6c\u65bc ARM \u67b6\u69cb\uff0c\u4e0d\u540c\u65bc\u4e00\u822c\u7684 x86 \u67b6\u69cb\uff0c\u5c0d\u65bc\u5de5\u7a0b\u5e2b\u4f86\u8aaa\u4f7f\u7528\u4e0d\u540c\u7684\u5e73\u53f0\u505a\u958b\u767c\uff0c\u65e9\u5df2\u53f8\u7a7a\u898b\u6163\u3002\u53ef\u662f\u5c0d\u65bc\u7fd2\u6163\u5728\u7b46\u96fb\u6216\u684c\u6a5f\u904b\u884c Windows \u7684\u4f7f\u7528\u8005\u4f86\u8aaa\uff0c\u8f49\u63db\u4e0a\u6709\u4e9b\u96e3\u5ea6\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e00\u822c\u7684\u521d\u5b78\u8005\u70ba\u4f8b\uff0cARM \u67b6\u69cb\u7684\u96fb\u8166\u5927\u591a\u90fd\u662f\u904b\u884c Linux \u7cfb\u7d71\uff0c\u5149\u662f\u8981\u719f\u6089\u65b0\u7cfb\u7d71\u7684\u64cd\u4f5c\u53ef\u80fd\u5c31\u5f97\u82b1\u4e0a\u4e00\u6bb5\u6642\u9593\uff0c\u66f4\u4e0d\u7528\u63d0\u5b89\u88dd\u4e00\u4e9b\u5957\u4ef6\u6216\u8edf\u9ad4\u4e0a\uff0c\u6703\u51fa\u73fe\u4e0d\u76f8\u5bb9\u7684\u60c5\u6cc1\uff0c\u53ea\u80fd\u591a Google \u6216\u662f\u8a62\u554f ChatGPT\uff0c\u4e26\u671f\u671b\u4e0b\u5b8c\u6307\u4ee4\u5f8c\uff0c\u7d42\u7aef\u6a5f\u8996\u7a97\u6703\u56de\u61c9\u6211\u5011 success \u7684\u8a0a\u606f\uff0c\u800c\u4e0d\u662f\u4e00\u5806\u770b\u4e0d\u61c2\u554f\u984c\u5728\u54ea\u7684\u7d05\u5b57\u3002<\/p>\n\n\n\n<p>\u63db\u53e5\u8a71\u8aaa\uff0c\u82e5\u662f\u624b\u4e0a\u7684\u55ae\u677f\u96fb\u8166\u4e5f\u662f x86 \u67b6\u69cb\uff0c\u6700\u597d\u9084\u80fd\u88dd\u4e0a Windows \u7cfb\u7d71\uff0c\u554f\u984c\u5c31\u53ef\u4ee5\u5927\u5e45\u4e0b\u964d\u4e86\u5c0d\u5427\uff1f<\/p>\n\n\n\n<p>\u6c92\u6709\u932f\uff0c\u5176\u5be6\u9019\u985e\u578b\u7684\u55ae\u677f\u96fb\u8166\u4e5f\u4e0d\u5c11\uff0c\u4f60\u53ef\u4ee5\u60f3\u50cf\u81ea\u5df1\u7684\u684c\u6a5f\u7e2e\u5c0f\u5230\u4e00\u500b\u4fbf\u7576\u76d2\u7684\u5927\u5c0f\uff0c\u540c\u6a23\u662f Intel \u7684 CPU\uff0c\u88e1\u9762\u53ef\u80fd\u4e5f\u88dd\u8f09\u8457Windows \u7cfb\u7d71\uff0c\u63a5\u4e0a\u87a2\u5e55\u3001\u96fb\u6e90\u3001\u7db2\u8def\u8207\u9375\u76e4\u6ed1\u9f20\u5f8c\uff0c\u719f\u6089\u7684\u611f\u89ba\u5c31\u8ddf\u4f7f\u7528\u81ea\u5df1\u7684\u96fb\u8166\u6c92\u6709\u4ec0\u9ebc\u5dee\u5225\uff0c\u5728\u81ea\u5df1\u96fb\u8166\u4e0a\u6e2c\u8a66\u6210\u529f\u7684\u7a0b\u5f0f\uff0c\u8f49\u79fb\u5230\u9019\u500b\u4fbf\u7576\u76d2\u5167\uff0c\u540c\u6a23\u4e5f\u80fd\u57f7\u884c\uff0c\u6709\u5920\u65b9\u4fbf\u3002<\/p>\n\n\n\n<p>\u96a8\u8457\u53bb\u5e74 <a rel=\"noreferrer noopener\" href=\"https:\/\/www.intel.com\/content\/www\/us\/en\/developer\/tools\/openvino-toolkit\/overview.html\" target=\"_blank\">OpenVINO<\/a> 2022.1\u9019\u500b\u8d85\u68d2\u7248\u672c\u7684\u51fa\u73fe\uff0c\u5927\u5927\u964d\u4f4e\u4e86\u4f7f\u7528 Intel \u57f7\u884c AI \u63a8\u8ad6\u7684\u90e8\u5c6c\u8207\u64cd\u4f5c\u6642\u9593\uff0c\u9664\u4e86\u4f7f\u7528\u4e0a\u66f4\u70ba\u89aa\u6c11\uff0c\u6548\u679c\u4e5f\u7570\u5e38\u7684\u512a\u79c0\u3002<\/p>\n\n\n\n<p>\u5c0f\u7de8\u6709\u5e78\u501f\u5230<a rel=\"noreferrer noopener\" href=\"https:\/\/www.aaeon.com\/tw\/\" target=\"_blank\">\u7814\u63da<\/a>\u7684 <a rel=\"noreferrer noopener\" href=\"https:\/\/www.aaeon.com\/tw\/p\/up-board-up-squared-pro-7000?gclid=CjwKCAjw4ZWkBhA4EiwAVJXwqd_DpE_tXl31aQUF8fqcngRVOiUXoZGTTWSE4NBL5J7lmC41rH0fCRoCLU8QAvD_BwE\" target=\"_blank\">UP Squared Pro 7000 Edge<\/a> \u4f86\u9032\u884c\u5be6\u6e2c\uff0c\u6e2c\u8a66\u7684\u91cd\u9ede\u4e3b\u8981\u6703\u653e\u5728\u88fd\u4f5c\u4e00\u53f0\u7c21\u55ae\u7684\u6a21\u578b\u81ea\u99d5\u8eca\u70ba\u4e3b\uff0c\u904b\u7528 YOLOv8 Instance segmentation \u7684\u6a21\u578b\uff0c\u4f86\u5206\u5272\u651d\u5f71\u6a5f\u62cd\u651d\u5230\u7684\u756b\u9762\uff0c\u627e\u5230\u9053\u8def\u4e0a\u7684\u4e00\u4e9b\u7279\u5fb5\uff0c\u4f5c\u70ba\u81ea\u99d5\u8eca\u884c\u9032\u65b9\u5411\u7684\u4f9d\u64da\u3002\u904e\u7a0b\u4e2d\u6703\u900f\u904eOpenVINO \u52a0\u901f\u5f8c\uff0c\u52a0\u5f37\u6a21\u578b\u63a8\u8ad6\u7684\u6548\u7387\uff0c\u8b93\u81ea\u99d5\u8eca\u904b\u884c\u5f97\u66f4\u9806\u66a2\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1112\" height=\"451\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/06\/image-27.png\" alt=\"AI \u6559\u5b78\u7cfb\u5217-\u5be6\u6e2c UP Squared Pro 7000 Edge \u88fd\u4f5c AI \u5c08\u6848\" class=\"wp-image-19143\"\/><figcaption class=\"wp-element-caption\">\u5c0d\u5716\u7247\u9032\u884c\u5be6\u4f8b\u5206\u5272<\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u786c\u9ad4\u4ecb\u7d39<\/h2>\n\n\n\n<p><a rel=\"noreferrer noopener\" href=\"https:\/\/www.aaeon.com\/tw\/p\/up-systems-up-squared-pro-7000-edge\" target=\"_blank\">UP Squared Pro 7000 Edge<\/a> \u4f7f\u7528\u7684 Intel \u8655\u7406\u5668\u63a1\u7528 Alder Lake-N \u7cfb\u5217\uff0c\u5916\u89c0\u4e0a\u6709\u5f88\u5927\u4e00\u7247\u7684\u6563\u71b1\u7247\uff0c\u9664\u4e86\u6700\u9ad8\u53ef\u642d\u8f09 64G \u7684 EMMC\u300116GB \u7684\u8a18\u61b6\u9ad4\u5916\uff0c\u4f7f\u7528\u4ecb\u9762\u61c9\u6709\u76e1\u6709\uff0c\u96fb\u6e90\u9700\u6c42\u662f 35W\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/06\/image-29.png\" alt=\"AI \u6559\u5b78\u7cfb\u5217-\u5be6\u6e2c UP Squared Pro 7000 Edge \u88fd\u4f5c AI \u5c08\u6848\" class=\"wp-image-19145\" width=\"639\" height=\"320\"\/><figcaption class=\"wp-element-caption\">\u5716\u7247\u53d6\u81eaAAEON\u5b98\u7db2<\/figcaption><\/figure><\/div>\n\n\n<p>\u9019\u9805\u7522\u54c1\u5171\u6709\u56db\u500b\u898f\u683c\u53ef\u9078\uff0c\u5c0f\u7de8\u501f\u7528\u5230\u7684\u662f\u56db\u500b\u898f\u683c\u4e2d\u6700\u9ad8\u7684 Intel\u00ae Core\u2122 i3-N305\u3002\u501f\u4f86\u6642\u88e1\u9762\u5df2\u7d93\u88dd\u597d\u4e86 Windows 10 \u7684\u4f5c\u696d\u7cfb\u7d71\uff0c\u82e5\u662f\u7fd2\u6163\u4f7f\u7528 Linux \u7684\u73a9\u5bb6\uff0c\u5b83\u4e5f\u652f\u63f4 Ubuntu 22.04 LTS \u7684\u7248\u672c\uff0c\u53ef\u4ee5\u81ea\u884c\u5b89\u88dd\u8a66\u770b\u770b\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"701\" height=\"386\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/06\/image-28.png\" alt=\"AI \u6559\u5b78\u7cfb\u5217-\u5be6\u6e2c UP Squared Pro 7000 Edge \u88fd\u4f5c AI \u5c08\u6848\" class=\"wp-image-19144\"\/><figcaption class=\"wp-element-caption\">\u5716\u7247\u53d6\u81eaAAEON\u5b98\u7db2<\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u6a21\u578b\u6548\u80fd\u8a55\u4f30<\/h2>\n\n\n\n<p>\u958b\u6a5f\u5f8c\u4e8c\u8a71\u4e0d\u8aaa\u76f4\u63a5\u74b0\u5883\u5b89\u88dd\u8d77\u4f86\uff0c\u9664\u4e86\u6015\u4e0d\u5c0f\u5fc3\u88dd\u58de\u6a02\u6975\u751f\u60b2\u7684\u5fc5\u5099\u5de5\u5177\u865b\u64ec\u74b0\u5883\uff0c\u9084\u6709\u672c\u6b21\u7684\u4e3b\u89d2 YOLOv8\u3001OpenVINO \u8207OpenVINO Notebooks\u3002\u5728 OpenVINO Notebooks \u63d0\u4f9b\u7684\u7bc4\u4f8b\u6587\u4ef6\u4e2d\uff0c\u6b63\u597d\u6709 YOLOv8 \u7684\u7bc4\u4f8b\u7a0b\u5f0f\uff0c\u63d0\u4f9b OpenVINO \u76f8\u95dc\u7684IR\u8f49\u63db\u7a0b\u5f0f\u8207\u6e2c\u8a66\u7a0b\u5f0f\u78bc\u53ef\u4ee5\u4f7f\u7528\u3002<\/p>\n\n\n\n<p>\u65bc\u662f\u5c0f\u7de8\u7acb\u99ac\u6a19\u8a3b\u4e86\u4e00\u4efd\u7c21\u6613\u7684\u8cc7\u6599\u96c6\uff0c\u4e26\u7167\u8457 YOLOv8 \u4f5c\u8005\u63d0\u4f9b\u7684\u7a0b\u5f0f\u78bc\u8a13\u7df4\u4e86\u4e00\u500b\u81ea\u5df1\u7684 YOLOv8n-seg \u6a21\u578b\uff0c\u4e3b\u8981\u7528\u65bc\u5206\u5272\u9053\u8def\u4e0a\u9ec3\u8272\u7dda\u7684\u90e8\u4efd\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"893\" height=\"508\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/06\/image-30.png\" alt=\"AI \u6559\u5b78\u7cfb\u5217-\u5be6\u6e2c UP Squared Pro 7000 Edge \u88fd\u4f5c AI \u5c08\u6848\" class=\"wp-image-19146\"\/><figcaption class=\"wp-element-caption\">\u5c0d\u5716\u7247\u9032\u884c\u6a19\u8a3b<\/figcaption><\/figure><\/div>\n\n\n<p>\u96a8\u5f8c\u5c07\u6a21\u578b\u653e\u5165 OpenVINO Notebooks \u63d0\u4f9b\u7684<strong>\u300c230-yolov8-optimization.ipynb\u300d<\/strong>\u4e2d\uff0c\u9996\u5148\u57f7\u884c\u5c1a\u672a\u505a IR \u8f49\u63db\u7684 Pytorch \u6a21\u578b\uff0c\u5c31\u4e0b\u5716\u57f7\u884c\u7d50\u679c\u8cc7\u8a0a\u4f86\u770b\uff0c\u6574\u9ad4 FPS \u5927\u7d04\u662f\u843d\u5728<strong>\u300c3.33\u300d<\/strong>\u5de6\u53f3\u3002<\/p>\n\n\n\n<p><strong>Speed: 2.0ms preprocess, 273.1ms inference, 24.9ms postprocess per image at shape (1, 3, 640, 640)<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/06\/image-31.png\" alt=\"AI \u6559\u5b78\u7cfb\u5217-\u5be6\u6e2c UP Squared Pro 7000 Edge \u88fd\u4f5c AI \u5c08\u6848\" class=\"wp-image-19147\" width=\"825\" height=\"461\"\/><figcaption class=\"wp-element-caption\">Pytorch\u6a21\u578b\u63a8\u8ad6\u7d50\u679c<\/figcaption><\/figure><\/div>\n\n\n<p>\u63a5\u8457\u6211\u5011\u57f7\u884c OpenVINO IR \u8f49\u63db\uff0c\u5728\u8abf\u6574\u7cbe\u5ea6\u7684\u90e8\u4efd\uff0c\u5206\u5225\u4f7f\u7528\u7dad\u6301\u5728 FP32 \u7684\u7cbe\u5ea6\u8207INT8\u7684\u7cbe\u5ea6\uff0c\u5171\u5169\u7a2e\u6a21\u578b\u505a\u6bd4\u8f03\u3002\u4e26\u4f7f\u7528OpenVINO \u7684 Benchmark Python Tool\uff0c\u70ba\u9019\u5169\u500b\u6a21\u578b\u505a\u6548\u80fd\u8a55\u4f30\uff0cdevice\u7684\u90e8\u4efd\u4f9d\u820a\u55ae\u7d14\u4f7f\u7528<strong>\u300cCPU\u300d<\/strong>\u3002<\/p>\n\n\n\n<p>\u4f9d\u7167\u4e0b\u5716\u7684\u7d50\u679c\u6240\u793a\uff0c\u900f\u904e OpenVINO \u8f49\u63db\u6210 IR \u6a21\u578b\uff0c\u5728 FP32 \u7684\u7d93\u5ea6\u4e0b FPS \u52a0\u901f\u5230\u4e86<strong>\u300c9.76\u300d<\/strong>\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/06\/image-32.png\" alt=\"AI \u6559\u5b78\u7cfb\u5217-\u5be6\u6e2c UP Squared Pro 7000 Edge \u88fd\u4f5c AI \u5c08\u6848\" class=\"wp-image-19148\" width=\"925\" height=\"442\"\/><figcaption class=\"wp-element-caption\">IR-FP32 \u6a21\u578b\u63a8\u8ad6\u7d50\u679c<\/figcaption><\/figure><\/div>\n\n\n<p><strong>\u800c<\/strong>\u900f\u904e OpenVINO \u8f49\u63db\u6210 IR \u6a21\u578b\u5728 INT8 \u7684\u7d93\u5ea6\u4e0b FPS \u66f4\u662f\u52a0\u901f\u5230\u4e86<strong>\u300c16.57\u300d<\/strong>\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"935\" height=\"490\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/06\/image-33.png\" alt=\"AI \u6559\u5b78\u7cfb\u5217-\u5be6\u6e2c UP Squared Pro 7000 Edge \u88fd\u4f5c AI \u5c08\u6848\" class=\"wp-image-19149\"\/><figcaption class=\"wp-element-caption\">IR-INT8\u6a21\u578b\u63a8\u8ad6\u7d50\u679c<\/figcaption><\/figure><\/div>\n\n\n<p><strong>\u4f7f\u7528\u6e2c\u8a66\u96c6\u5206\u5225\u5c0d\u5169\u500b\u6a21\u578b\u9032\u884c\u6e96\u78ba\u7387\u63a8\u8ad6\uff0c\u6e2c\u8a66\u7d50\u679c\u5716\u5982\u4e0b\uff1a<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/06\/image-34.png\" alt=\"AI \u6559\u5b78\u7cfb\u5217-\u5be6\u6e2c UP Squared Pro 7000 Edge \u88fd\u4f5c AI \u5c08\u6848\" class=\"wp-image-19150\" width=\"854\" height=\"254\"\/><figcaption class=\"wp-element-caption\">IR-FP32\u8207IR-INT8\u6a21\u578b\u63a8\u8ad6\u7d50\u679c<\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u5be6\u969b\u57f7\u884c\u5c08\u6848<\/h2>\n\n\n\n<p>\u5118\u7ba1\u4f7f\u7528OpenVINO\u8f49\u63db\u6210\u7cbe\u5ea6\u70baINT8\u7684IR\u6a21\u578b\uff0c\u63a8\u8ad6\u901f\u5ea6\u5df2\u63d0\u5347\u597d\u5e7e\u500d\uff0c\u4f46\u4f7f\u7528\u5728\u81ea\u52d5\u99d5\u99db\u4e0a\uff0c\u63a5\u4e0d\u63a5\u8fd1\u5be6\u6642\u6027\u9084\u662f\u76f8\u7576\u91cd\u8981\u3002\u70ba\u4e86\u518d\u52a0\u901f\u63a8\u8ad6\u901f\u5ea6\uff0c\u6211\u5011\u5c07\u6a21\u578b\u8f38\u5165\u8cc7\u6599\u5927\u5c0f\u5f9e<strong>\u300c640\u300d<\/strong>\u8f49\u63db\u70ba<strong>\u300c320\u300d<\/strong>\uff0c\u901a\u904e\u6e1b\u5c11\u8cc7\u6599\u8f38\u5165\u5927\u5c0f\u63db\u53d6\u66f4\u5feb\u7684\u8655\u7406\u901f\u5ea6\uff0c\u6700\u7d42\u8abf\u6574\u5f8c\u7684FPS\u9054\u5230<strong>\u300c64.54\u300d\u3002\u5118\u7ba1\u5c0f\u7de8<\/strong>\u89ba\u5f97\u9019\u500b\u6578\u5b57\u4e0d\u53ef\u601d\u8b70\uff0c\u53cd\u8986\u6e2c\u8a66\u591a\u6b21\uff0c\u6578\u503c\u90fd\u662f\u7dad\u6301\u57286x\uff0c\u59d1\u4e14\u5c31\u4fe1\u5b83\u4e86\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p 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class=\"wp-image-19151\"\/><\/figure>\n\n\n\n<p>\u4f9d\u7167\u4e00\u958b\u59cb\u7684\u898f\u5283\uff0c\u900f\u904e\u5be6\u4f8b\u5206\u5272\u5207\u51fa\u5f71\u50cf\u4e2d\u7684\u9ec3\u7dda\uff0c\u4e26\u5c07\u9ec3\u7dda\u7684\u4f4d\u5b50\u8f49\u63db\u6210\u99ac\u9054\u7684\u79fb\u52d5\u63a7\u5236\u3002\u5be6\u969b\u57f7\u884c\u5f8c\u5982\u4e0b\u5716\u6240\u793a\uff1a<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"470\" height=\"253\" src=\"https:\/\/www.circuspi.com\/wp-content\/uploads\/2023\/06\/11.gif\" alt=\"\" class=\"wp-image-19156\"\/><\/figure><\/div>\n\n\n<p>\u900f\u904e\u9060\u7aef\u9023\u7dda\u64f7\u53d6\u651d\u5f71\u6a5f\u62cd\u651d\u7684\u63a8\u8ad6\u756b\u9762\uff0c\u5982\u4e0b\u5716\u6240\u793a\uff0cFPS \u4e0b\u964d\u4e5f\u662f\u5408\u60c5\u5408\u7406\uff0c\u7562\u7adf\u591a\u4e86\u4e0d\u5c11\u6b65\u9a5f\uff0c\u4e0d\u50cf\u57f7\u884c benchmark_app 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