二进制神经网络（BNN）bnn-fpga-master

代码说明：

说明：  bnn-fpga是FPGA上CIFAR-10的二进制神经网络（BNN）加速器的开源实现。 加速器针对低功耗嵌入式现场可编程SoC，并在Zedboard上进行了测试。 在编写CIFAR-10测试集中的10000张图像时，错误率是11.19％。(bnn-fpga is an open-source implementation of a binarized neural network (BNN) accelerator for CIFAR-10 on FPGA. The architecture and training of the BNN is proposed by Courbarieaux et al. and open-source Python code is available. Our accelerator targets low-power embedded field-programmable SoCs and was tested on a Zedboard. At time of writing the error rate on the 10000 images in the CIFAR-10 test set is 11.19%.)

文件列表：

bnn-fpga-master, 0 , 2018-01-25
bnn-fpga-master\.gitignore, 57 , 2018-01-25
bnn-fpga-master\LICENSE, 1501 , 2018-01-25
bnn-fpga-master\README.md, 3872 , 2018-01-25
bnn-fpga-master\cpp, 0 , 2018-01-25
bnn-fpga-master\cpp\Makefile, 161 , 2018-01-25
bnn-fpga-master\cpp\Makefile.inc, 109 , 2018-01-25
bnn-fpga-master\cpp\accel, 0 , 2018-01-25
bnn-fpga-master\cpp\accel\Accel.cpp, 29353 , 2018-01-25
bnn-fpga-master\cpp\accel\Accel.h, 4014 , 2018-01-25
bnn-fpga-master\cpp\accel\AccelPrint.cpp, 905 , 2018-01-25
bnn-fpga-master\cpp\accel\AccelPrint.h, 2145 , 2018-01-25
bnn-fpga-master\cpp\accel\AccelSchedule.cpp, 10101 , 2018-01-25
bnn-fpga-master\cpp\accel\AccelSchedule.h, 1737 , 2018-01-25
bnn-fpga-master\cpp\accel\AccelTest.cpp, 9437 , 2018-01-25
bnn-fpga-master\cpp\accel\AccelTest.h, 3497 , 2018-01-25
bnn-fpga-master\cpp\accel\Dense.cpp, 2521 , 2018-01-25
bnn-fpga-master\cpp\accel\Dense.h, 449 , 2018-01-25
bnn-fpga-master\cpp\accel\InputConv.cpp, 2317 , 2018-01-25
bnn-fpga-master\cpp\accel\InputConv.h, 296 , 2018-01-25
bnn-fpga-master\cpp\accel\Makefile, 706 , 2018-01-25
bnn-fpga-master\cpp\accel\README.md, 262 , 2018-01-25
bnn-fpga-master\cpp\accel\accel_test_bnn.cpp, 5817 , 2018-01-25
bnn-fpga-master\cpp\accel\accel_test_layer.cpp, 3276 , 2018-01-25
bnn-fpga-master\cpp\accel\accel_test_random.cpp, 2553 , 2018-01-25
bnn-fpga-master\cpp\accel\hls.tcl, 1040 , 2018-01-25
bnn-fpga-master\cpp\accel\opt.tcl, 3772 , 2018-01-25
bnn-fpga-master\cpp\accel\parse_vivado.py, 8152 , 2018-01-25
bnn-fpga-master\cpp\accel\sdsoc_build, 0 , 2018-01-25
bnn-fpga-master\cpp\accel\sdsoc_build\Makefile, 1016 , 2018-01-25
bnn-fpga-master\cpp\accel\sdsoc_build\libhf_minizip, 0 , 2018-01-25
bnn-fpga-master\cpp\accel\sdsoc_build\libhf_minizip\libaes.a, 60870 , 2018-01-25
bnn-fpga-master\cpp\accel\sdsoc_build\libhf_minizip\libminizip.a, 55634 , 2018-01-25
bnn-fpga-master\cpp\accel\sdsoc_build\libhf_minizip\libz.a, 91814 , 2018-01-25
bnn-fpga-master\cpp\accel\sdsoc_build\sds.tcl, 461 , 2018-01-25
bnn-fpga-master\cpp\minizip, 0 , 2018-01-25
bnn-fpga-master\cpp\minizip\CMakeLists.txt, 2881 , 2018-01-25
bnn-fpga-master\cpp\minizip\ChangeLog, 4975 , 2018-01-25
bnn-fpga-master\cpp\minizip\LICENSE, 876 , 2018-01-25
bnn-fpga-master\cpp\minizip\Makefile, 1109 , 2018-01-25
bnn-fpga-master\cpp\minizip\Makefile.am, 792 , 2018-01-25
bnn-fpga-master\cpp\minizip\README.md, 2348 , 2018-01-25
bnn-fpga-master\cpp\minizip\aes, 0 , 2018-01-25
bnn-fpga-master\cpp\minizip\aes\Makefile, 358 , 2018-01-25
bnn-fpga-master\cpp\minizip\aes\aes.h, 7069 , 2018-01-25
bnn-fpga-master\cpp\minizip\aes\aes_via_ace.h, 16868 , 2018-01-25
bnn-fpga-master\cpp\minizip\aes\aescrypt.c, 9845 , 2018-01-25
bnn-fpga-master\cpp\minizip\aes\aeskey.c, 15836 , 2018-01-25
bnn-fpga-master\cpp\minizip\aes\aesopt.h, 26106 , 2018-01-25
bnn-fpga-master\cpp\minizip\aes\aestab.c, 15278 , 2018-01-25
bnn-fpga-master\cpp\minizip\aes\aestab.h, 5159 , 2018-01-25
bnn-fpga-master\cpp\minizip\aes\brg_endian.h, 5164 , 2018-01-25
bnn-fpga-master\cpp\minizip\aes\brg_types.h, 7975 , 2018-01-25
bnn-fpga-master\cpp\minizip\aes\entropy.c, 1034 , 2018-01-25
bnn-fpga-master\cpp\minizip\aes\entropy.h, 193 , 2018-01-25
bnn-fpga-master\cpp\minizip\aes\fileenc.c, 4762 , 2018-01-25
bnn-fpga-master\cpp\minizip\aes\fileenc.h, 4236 , 2018-01-25
bnn-fpga-master\cpp\minizip\aes\hmac.c, 5102 , 2018-01-25
bnn-fpga-master\cpp\minizip\aes\hmac.h, 2940 , 2018-01-25
bnn-fpga-master\cpp\minizip\aes\prng.c, 5185 , 2018-01-25
bnn-fpga-master\cpp\minizip\aes\prng.h, 3016 , 2018-01-25
bnn-fpga-master\cpp\minizip\aes\pwd2key.c, 6018 , 2018-01-25
bnn-fpga-master\cpp\minizip\aes\pwd2key.h, 1996 , 2018-01-25
bnn-fpga-master\cpp\minizip\aes\sha1.c, 8453 , 2018-01-25
bnn-fpga-master\cpp\minizip\aes\sha1.h, 2357 , 2018-01-25
bnn-fpga-master\cpp\minizip\configure.ac, 786 , 2018-01-25
bnn-fpga-master\cpp\minizip\crypt.h, 5052 , 2018-01-25
bnn-fpga-master\cpp\minizip\ioapi.c, 12343 , 2018-01-25
bnn-fpga-master\cpp\minizip\ioapi.h, 6926 , 2018-01-25
bnn-fpga-master\cpp\minizip\ioapi_buf.c, 17427 , 2018-01-25
bnn-fpga-master\cpp\minizip\ioapi_buf.h, 1964 , 2018-01-25
bnn-fpga-master\cpp\minizip\ioapi_mem.c, 4861 , 2018-01-25
bnn-fpga-master\cpp\minizip\ioapi_mem.h, 1785 , 2018-01-25
bnn-fpga-master\cpp\minizip\iowin32.c, 18819 , 2018-01-25
bnn-fpga-master\cpp\minizip\iowin32.h, 918 , 2018-01-25
bnn-fpga-master\cpp\minizip\libaes.a, 66606 , 2018-01-25
bnn-fpga-master\cpp\minizip\libminizip.a, 68942 , 2018-01-25
bnn-fpga-master\cpp\minizip\miniunz.c, 15761 , 2018-01-25
bnn-fpga-master\cpp\minizip\miniunz.vcproj, 7122 , 2018-01-25
bnn-fpga-master\cpp\minizip\minizip.c, 12336 , 2018-01-25
bnn-fpga-master\cpp\minizip\minizip.pc.in, 263 , 2018-01-25
bnn-fpga-master\cpp\minizip\minizip.sln, 1330 , 2018-01-25
bnn-fpga-master\cpp\minizip\minizip.vcproj, 7118 , 2018-01-25
bnn-fpga-master\cpp\minizip\unzip.c, 71537 , 2018-01-25
bnn-fpga-master\cpp\minizip\unzip.h, 14443 , 2018-01-25
bnn-fpga-master\cpp\minizip\zip.c, 74816 , 2018-01-25
bnn-fpga-master\cpp\minizip\zip.h, 9390 , 2018-01-25
bnn-fpga-master\cpp\utils, 0 , 2018-01-25
bnn-fpga-master\cpp\utils\Common.cpp, 293 , 2018-01-25
bnn-fpga-master\cpp\utils\Common.h, 348 , 2018-01-25
bnn-fpga-master\cpp\utils\DataIO.cpp, 1183 , 2018-01-25
bnn-fpga-master\cpp\utils\DataIO.h, 937 , 2018-01-25
bnn-fpga-master\cpp\utils\Debug.h, 366 , 2018-01-25
bnn-fpga-master\cpp\utils\Makefile, 583 , 2018-01-25
bnn-fpga-master\cpp\utils\ParamIO.cpp, 848 , 2018-01-25
bnn-fpga-master\cpp\utils\ParamIO.h, 1368 , 2018-01-25
bnn-fpga-master\cpp\utils\SArray.h, 1738 , 2018-01-25
bnn-fpga-master\cpp\utils\Timer.cpp, 1675 , 2018-01-25
bnn-fpga-master\cpp\utils\Timer.h, 1101 , 2018-01-25
bnn-fpga-master\cpp\utils\Typedefs.h, 650 , 2018-01-25