feat: 切换后端至PaddleOCR-NCNN,切换工程为CMake
1.项目后端整体迁移至PaddleOCR-NCNN算法,已通过基本的兼容性测试 2.工程改为使用CMake组织,后续为了更好地兼容第三方库,不再提供QMake工程 3.重整权利声明文件,重整代码工程,确保最小化侵权风险 Log: 切换后端至PaddleOCR-NCNN,切换工程为CMake Change-Id: I4d5d2c5d37505a4a24b389b1a4c5d12f17bfa38c
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118
3rdparty/ncnn/docs/benchmark/the-benchmark-of-caffe-android-lib,-mini-caffe,-and-ncnn.md
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3rdparty/ncnn/docs/benchmark/the-benchmark-of-caffe-android-lib,-mini-caffe,-and-ncnn.md
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caffe-android-lib https://github.com/sh1r0/caffe-android-lib
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mini-caffe https://github.com/luoyetx/mini-caffe
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openblas-0.2.20 https://github.com/xianyi/OpenBLAS
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ncnn https://github.com/Tencent/ncnn
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***
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squeezenet_v1.1 https://github.com/DeepScale/SqueezeNet/tree/master/SqueezeNet_v1.1
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mobilenet_v1 https://github.com/shicai/MobileNet-Caffe
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vgg16 https://gist.github.com/ksimonyan/211839e770f7b538e2d8
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***
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Host platform and compiler configuration:
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fedora 27, android-ndk-r15c, target arch = arm64-v8a
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we manually update openblas package to version 0.2.20 in caffe-android-lib for better performance
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***
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Device: Nexus 6p
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OS: LineageOS 15.1(Android 8.1.0), ROM newly flashed without any third-party APP installed
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CPU: Snapdragon 810 (Cortex-A57 2.0GHz x 4 + Cortex-A53 1.55GHz x 4)
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RAM: 3G
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***
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Benchmark method:
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Run squeezenet, mobilenet inference 23 times in a loop, discard the first three warmup records, and then calculate the average inference time
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Run vgg169 times in a loop, discard the first warmup record, and then calculate the average inference time
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Since the system may force SOC lowering its frequency when temperature goes high, sleep over 1 minute before each benchmark to prevent this issue.
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fps performance: fps = 1000 / avgtime(ms)
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cpu usage: take the CPU value in top utility output
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memory usage: take the RES value in top utility output
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the overall power consumption and performance per watt:
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Disable usb charging: adb shell echo 0 > /sys/class/power_supply/battery/charging_enabled
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current(μA) = adb shell cat /sys/class/power_supply/battery/current_now (multiply -1 for 810 chip)
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voltage(μV) = adb shell cat /sys/class/power_supply/battery/voltage_now
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power consumption(mW) = current / 1000 * voltage / 1000 / 1000
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performance per watt(1000fps/W) = fps / power consumption * 1000
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***
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The binary size after debug stripping
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***
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squeezenet
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***
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mobilnet
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***
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vgg16
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46
3rdparty/ncnn/docs/benchmark/vulkan-conformance-test.md
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3rdparty/ncnn/docs/benchmark/vulkan-conformance-test.md
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|device|gpu|api version|driver version|squeezenet|mobilenetssd|yolov3|
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|intel-i7-7700|Intel(R) HD Graphics 630 (Kaby Lake GT2)|1.1.90|18.3.4|y|y|y|
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|GTX-1060|GeForce GTX 1060 3GB|1.1.95|418.172.0|y|y|y|
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|AMD-Radeon R9 M290X|AMD RADV PITCAIRN (LLVM 7.0.1)|1.1.70|18.3.4|y|y|y|
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|iphone-5s|Apple A7 GPU|1.0.82|0.2.1825|y|y|y|
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|huawei-nexus6p|Adreno (TM) 430|1.0.49|35.601.2388|y|y|y
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|vivo-y1731ca|Adreno (TM) 505|1.0.61|37.845.1429|y|n|n|
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|vivo-y85a|Adreno (TM) 506|1.0.61|2.944.3349|y|n|n|
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|vivo-x9s|Adreno (TM) 510|1.0.61|42.917.1172|y|y|y|
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|meizu-15|Adreno (TM) 512|1.0.38|29.189.223|n|n|n|
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|chuizi-jianguo-pro2|Adreno (TM) 512|1.0.38|21.219.2615|n|n|n|
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|xiaomi-note3|Adreno (TM) 512|1.0.38|39.369.2305|n|n|n|
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|oppo-r11|Adreno (TM) 512|1.0.38|42.977.756|n|n|n|
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|xiaomi-6x|Adreno (TM) 512|1.0.61|14.322.3739|y|y|y|
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|oppo-r11s+|Adreno (TM) 512|1.0.61|35.1004.3936|y|y|y|
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|vivo-x20a|Adreno (TM) 512|1.0.61|43.10.3141|y|y|y|
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|vivo-v1816a|Adreno (TM) 512|1.0.61|43.10.3141|y|y|y|
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|vivo-z1|Adreno (TM) 512|1.0.61|43.10.3141|y|y|y|
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|xiaomi-redmi-note5|Adreno (TM) 512|1.0.61|63.219.2354|y|y|y|
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|google-pixel|Adreno (TM) 530|1.1.87|512.354.0|y|y|y|
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|nubia-z17|Adreno (TM) 540|1.0.38|1.28.32|n|n|n|
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|samsung-galaxys8+|Adreno (TM) 540|1.0.61|29.896.3583|y|y|y|
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|oneplus-5t|Adreno (TM) 540|1.0.61|18.1023.2233|y|y|y|
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|google-pixel2|Adreno (TM) 540|1.1.66|512.313.0|y|y|y|
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|essential-ph-1|Adreno (TM) 540|1.1.66|512.319.0|y|y|y|
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|vivo-x23|Adreno (TM) 615|1.0.66|33.870.3328|y|y|y|
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|vivo-v1813ba|Adreno (TM) 615|1.0.66|33.870.3328|y|y|y|
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|xiaomi-8se|Adreno (TM) 616|1.0.66|30.913.18|y|y|y|
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|vivo-nex-a|Adreno (TM) 616|1.0.66|33.870.3328|y|y|y|
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|xiaomi-mix2s|Adreno (TM) 630|1.0.61|4.91.2976|y|y|y|
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|heisha-SKR-A0|Adreno (TM) 630|1.0.61|36.173.3586|y|y|y|
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|heisha-SKR-A0|Adreno (TM) 630|1.0.66|47.448.1532|y|y|y|
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|oneplus-6|Adreno (TM) 630|1.1.66|512.324.0|y|y|y|
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|vivo-iQOO|Adreno (TM) 640|1.1.87|512.361.0|y|y|y|
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|meitu-m8s|Mali-T880|1.0.14|500.910.1017|n|n|n|
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|huawei-p10|Mali-G71|1.0.53|151.949.2145|n|n|n|
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|huawei-mate9|Mali-G71|1.0.53|151.949.2145|n|n|n|
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|oppo-a73|Mali-G71|1.0.47|575.795.1934|n|n|n|
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|vivo-y97|Mali-G72|1.0.58|240.537.3580|n|n|n|
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|huawei-mate10|Mali-G72|1.0.66|14.0.0|y|y|y|
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|huawei-v10|Mali-G72|1.0.66|14.0.0|y|y|y|
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|huawei-vce-al00|Mali-G72|1.0.66|14.0.0|y|y|y|
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|huawei-mate20|Mali-G76|1.0.66|14.0.0|y|y|y|
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|huawei-pct-al10|Mali-G76|1.0.66|14.0.0|y|y|y|
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