Android底层连接库的编译过程及其Android NDK开发实例

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原创 最新推荐文章于 2026-07-02 15:14:55 发布 2.3k 阅读 AI 写同款· GEO 优化 ›
在android-ndk上编译boost库及其C/C++程序 1. 简介 　　最近，项目的需求——将原本运行在Linux的上C/C++移植到Android上运行。折腾了3天，终于可以编译出使用了boost库的可执行程序。这边主要是记录下，并分享出来，供需要的人员参考。如果有什么问题可以在下面评论或发私信。 2. android-ndk在Linux上的安装 　　博主的ndk版本是从底层的驱动人员那边获取的。这边使用的ndk版本是：android-ndk3 阅读详情

一、 Android 静态库编译

target thumb C: libc <= bionic/libc/bionic/libc_init_static.c

prebuilt/linux-x86/toolchain/arm-eabi-4.2.1/bin/arm-eabi-gcc  

-I system/core/include  

-I hardware/libhardware/include 

-I hardware/libhardware_legacy/include  

-I hardware/ril/include  

-I dalvik/libnativehelper/include  

-I frameworks/base/include  

-I frameworks/base/opengl/include  

-I external/skia/include  

-I out/target/product/generic/obj/include  

-I bionic/libc/arch-arm/include  

-I bionic/libc/include  

-I bionic/libstdc++/include  

-I bionic/libc/kernel/common  

-I bionic/libc/kernel/arch-arm  

-I bionic/libm/include  

-I bionic/libm/include/arch/arm  

-I bionic/libthread_db/include  

-I bionic/libc/stdlib  

-I bionic/libc/string  

-I bionic/libc/stdio  

-I bionic/libc  

-I out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates  -c  -fno-exceptions -Wno-multichar -msoft-float -fpic -ffunction-sections -funwind-tables -fstack-protector -fno-short-enums -march=armv5te -mtune=xscale  -D__ARM_ARCH_5__ -D__ARM_ARCH_5T__ -D__ARM_ARCH_5TE__

-include system/core/include/arch/linux-arm/AndroidConfig.h

-I system/core/include/arch/linux-arm/ -mthumb-interwork -DANDROID -fmessage-length=0 -W -Wall -Wno-unused -Werror=return-type -DSK_RELEASE -DNDEBUG -g -Wstrict-aliasing=2 -finline-functions -fno-inline-functions-called-once -fgcse-after-reload -frerun-cse-after-loop -frename-registers -DNDEBUG -UDEBUG -mthumb -Os -fomit-frame-pointer -fno-strict-aliasing -finline-limit=64  -DWITH_ERRLIST -DANDROID_CHANGES -DUSE_LOCKS -DREALLOC_ZERO_BYTES_FREES -D_LIBC=1 -DSOFTFLOAT -DFLOATING_POINT -DNEED_PSELECT=1 -DINET6 -Ibionic/libc/private  -fstrict-aliasing    -MD

-o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/libc_init_static.o bionic/libc/bionic/libc_init_static.c

 

target thumb C: libc <= bionic/libc/arch-arm/bionic/exidx_static.c

prebuilt/linux-x86/toolchain/arm-eabi-4.2.1/bin/arm-eabi-gcc 

-I system/core/include  

-I hardware/libhardware/include  

-I hardware/libhardware_legacy/include  

-I hardware/ril/include  

-I dalvik/libnativehelper/include  

-I frameworks/base/include 

-I frameworks/base/opengl/include  

-I external/skia/include  

-I out/target/product/generic/obj/include  

-I bionic/libc/arch-arm/include  

-I bionic/libc/include  

-I bionic/libstdc++/include  

-I bionic/libc/kernel/common  

-I bionic/libc/kernel/arch-arm  

-I bionic/libm/include   -

I bionic/libm/include/arch/arm  

-I bionic/libthread_db/include  

-I bionic/libc/stdlib  

-I bionic/libc/string  

-I bionic/libc/stdio  

-I bionic/libc  

-I out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates  -c  -fno-exceptions -Wno-multichar -msoft-float -fpic -ffunction-sections -funwind-tables -fstack-protector -fno-short-enums -march=armv5te -mtune=xscale   -D__ARM_ARCH_5__ -D__ARM_ARCH_5T__ -D__ARM_ARCH_5TE__

-include system/core/include/arch/linux-arm/AndroidConfig.h

-I system/core/include/arch/linux-arm/ -mthumb-interwork -DANDROID -fmessage-length=0 -W -Wall -Wno-unused -Werror=return-type -DSK_RELEASE -DNDEBUG -g -Wstrict-aliasing=2 -finline-functions -fno-inline-functions-called-once -fgcse-after-reload -frerun-cse-after-loop -frename-registers -DNDEBUG -UDEBUG -mthumb -Os -fomit-frame-pointer -fno-strict-aliasing -finline-limit=64  -DWITH_ERRLIST -DANDROID_CHANGES -DUSE_LOCKS -DREALLOC_ZERO_BYTES_FREES -D_LIBC=1 -DSOFTFLOAT -DFLOATING_POINT -DNEED_PSELECT=1 -DINET6 -Ibionic/libc/private  -fstrict-aliasing    -MD

-o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/bionic/exidx_static.o bionic/libc/arch-arm/bionic/exidx_static.c

 

target StaticLib: libc (out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/libc.a)

prebuilt/linux-x86/toolchain/arm-eabi-4.2.1/bin/arm-eabi-ar

crs  out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/libc.a out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/_exit.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/_exit_thread.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__fork.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/waitid.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__clone.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/execve.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/setuid.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/getuid.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/getgid.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/geteuid.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/getegid.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/getresuid.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/getresgid.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/gettid.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/getgroups.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/getpgid.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/getppid.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/setsid.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/setgid.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/setreuid.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/setresuid.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/setresgid.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__brk.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__ptrace.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__getpriority.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/setpriority.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/setrlimit.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/getrlimit.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/getrusage.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/setgroups.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/setpgid.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/vfork.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/setregid.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/chroot.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/prctl.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/capget.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/capset.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/acct.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/read.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/write.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__pread64.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__pwrite64.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__open.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__openat.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/close.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/lseek.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__llseek.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/getpid.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__mmap2.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/munmap.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/mremap.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/msync.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/mprotect.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/madvise.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/mlock.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/munlock.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/mincore.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__ioctl.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/readv.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/writev.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__fcntl.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/flock.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/fchmod.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/dup.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/pipe.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/dup2.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/select.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/ftruncate.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/getdents.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/fsync.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/fchown.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/sync.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__fcntl64.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/fstatfs.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/sendfile.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/fstatat.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/mkdirat.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/fchownat.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/fchmodat.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/renameat.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/link.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/unlink.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/unlinkat.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/chdir.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/mknod.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/chmod.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/chown.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/lchown.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/mount.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/umount2.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/fstat.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/stat.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/lstat.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/mkdir.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/readlink.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/rmdir.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/rename.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__getcwd.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/access.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/symlink.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/fchdir.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/truncate.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__statfs64.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/pause.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/gettimeofday.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/settimeofday.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/times.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/nanosleep.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/clock_gettime.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/clock_settime.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/clock_getres.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/clock_nanosleep.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/getitimer.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/setitimer.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__timer_create.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__timer_settime.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__timer_gettime.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__timer_getoverrun.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__timer_delete.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/utimes.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/sigaction.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/sigprocmask.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__sigsuspend.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__rt_sigaction.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__rt_sigprocmask.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__rt_sigtimedwait.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/sigpending.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/socket.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/socketpair.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/bind.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/connect.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/listen.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/accept.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/getsockname.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/getpeername.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/sendto.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/recvfrom.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/shutdown.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/setsockopt.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/getsockopt.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/sendmsg.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/recvmsg.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/sched_setscheduler.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/sched_getscheduler.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/sched_yield.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/sched_setparam.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/sched_getparam.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/sched_get_priority_max.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/sched_get_priority_min.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/sched_rr_get_interval.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/uname.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__wait4.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/umask.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__reboot.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__syslog.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/init_module.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/delete_module.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/klogctl.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/futex.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/epoll_create.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/epoll_ctl.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/epoll_wait.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/inotify_init.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/inotify_add_watch.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/inotify_rm_watch.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/poll.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/__set_tls.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/syscalls/cacheflush.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/bionic/__get_pc.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/bionic/__get_sp.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/bionic/_exit_with_stack_teardown.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/bionic/_setjmp.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/bionic/atomics_arm.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/bionic/clone.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/bionic/ffs.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/bionic/kill.o 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out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/dirname_r.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/drand48.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/erand48.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/fork.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/if_nametoindex.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/if_indextoname.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/ioctl.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/ldexp.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/libc_init_common.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/logd_write.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/md5.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/pututline.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/realpath.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/semaphore.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/sha1.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/ssp.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/stubs.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/system_properties.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/time64.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/thread_atexit.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/utime.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/utmp.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/gethnamaddr.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/isc/ev_timers.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/isc/ev_streams.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/inet/nsap_addr.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/resolv/__dn_comp.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/resolv/__res_close.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/resolv/__res_send.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/resolv/herror.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/resolv/res_comp.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/resolv/res_data.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/resolv/res_debug.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/resolv/res_init.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/resolv/res_mkquery.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/resolv/res_query.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/resolv/res_send.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/resolv/res_cache.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/net/nsdispatch.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/net/getaddrinfo.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/net/getnameinfo.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/net/getservbyname.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/net/getservent.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/net/base64.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/net/getservbyport.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/nameser/ns_name.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/nameser/ns_parse.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/nameser/ns_ttl.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/nameser/ns_netint.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/nameser/ns_print.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/netbsd/nameser/ns_samedomain.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/eabi.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/unistd/socketcalls.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/dlmalloc.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/bionic/libc_init_static.o out/target/product/generic/obj/STATIC_LIBRARIES/libc_intermediates/arch-arm/bionic/exidx_static.o

二、 Android 动态库编译

 

三、 Android 可执行文件 ( 命令 ) 编译

1 、单纯可执行文件编译

2 、包含连接库的可执行文件编译

 

四、 Android Java 工程编译

 

五、使用 Android NDK 开发实例

 

 

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了解安卓，了解JDK、SDK、NDK，了解gradle Android是一个开源的，基于Linux的自由及开放源代码的操作系统。主要使用于移动设备，如智能手机和平板电脑。 阅读详情

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这是一篇开发的日常记录，现在发现做备忘越来越很重要了，一件事情几个月前做的，再次重新做一遍，尤其是这类的环境搭建，整个过程的坑又得重新跳一遍，太耗时了，这次先大概记录下来，方便后续回溯： 一、NDK选择 Windows采用的是：android-ndk-r13b-windows-x86_64； Linux采用的是：android-ndk-r13-linux-x86_64 二、静态库交叉编...

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深度学习工具包 DeepLearningToolbox

深度学习工具包Deprecation notice.-----This toolbox is outdated and no longer maintained.There are much better tools available for deep learning than this toolbox, e.g. [Theano](http://deeplearning.net/software/theano/), [torch](http://torch.ch/) or [tensorflow](http://www.tensorflow.org/)I would suggest you use one of the tools mentioned above rather than use this toolbox.Best, Rasmus.DeepLearnToolbox================A Matlab toolbox for Deep Learning.Deep Learning is a new subfield of machine learning that focuses on learning deep hierarchical models of data.It is inspired by the human brain's apparent deep (layered, hierarchical) architecture.A good overview of the theory of Deep Learning theory is[Learning Deep Architectures for AI](http://www.iro.umontreal.ca/~bengioy/papers/ftml_book.pdf)For a more informal introduction, see the following videos by Geoffrey Hinton and Andrew Ng.* [The Next Generation of Neural Networks](http://www.youtube.com/watch?v=AyzOUbkUf3M) (Hinton, 2007)* [Recent Developments in Deep Learning](http://www.youtube.com/watch?v=VdIURAu1-aU) (Hinton, 2010)* [Unsupervised Feature Learning and Deep Learning](http://www.youtube.com/watch?v=ZmNOAtZIgIk) (Ng, 2011)If you use this toolbox in your research please cite [Prediction as a candidate for learning deep hierarchical models of data](http://www2.imm.dtu.dk/pubdb/views/publication_details.php?id=6284)```@MASTERSTHESIS\{IMM2012-06284, author = "R. B. Palm", title = "Prediction as a candidate for learning deep hierarchical models of data", year = "2012",}```Contact: rasmusbergpalm at gmail dot comDirectories included in the toolbox-----------------------------------`NN/` - A library for Feedforward Backpropagation Neural Networks`CNN/` - A library for Convolutional Neural Networks`DBN/` - A library for Deep Belief Networks`SAE/` - A library for Stacked Auto-Encoders`CAE/` - A library for Convolutional Auto-Encoders`util/` - Utility functions used by the libraries`data/` - Data used by the examples`tests/` - unit tests to verify toolbox is workingFor references on each library check REFS.mdSetup-----1. Download.2. addpath(genpath('DeepLearnToolbox'));Example: Deep Belief Network---------------------```matlabfunction test_example_DBNload mnist_uint8;train_x = double(train_x) / 255;test_x = double(test_x) / 255;train_y = double(train_y);test_y = double(test_y);%% ex1 train a 100 hidden unit RBM and visualize its weightsrand('state',0)dbn.sizes = [100];opts.numepochs = 1;opts.batchsize = 100;opts.momentum = 0;opts.alpha = 1;dbn = dbnsetup(dbn, train_x, opts);dbn = dbntrain(dbn, train_x, opts);figure; visualize(dbn.rbm{1}.W'); % Visualize the RBM weights%% ex2 train a 100-100 hidden unit DBN and use its weights to initialize a NNrand('state',0)%train dbndbn.sizes = [100 100];opts.numepochs = 1;opts.batchsize = 100;opts.momentum = 0;opts.alpha = 1;dbn = dbnsetup(dbn, train_x, opts);dbn = dbntrain(dbn, train_x, opts);%unfold dbn to nnnn = dbnunfoldtonn(dbn, 10);nn.activation_function = 'sigm';%train nnopts.numepochs = 1;opts.batchsize = 100;nn = nntrain(nn, train_x, train_y, opts);[er, bad] = nntest(nn, test_x, test_y);assert(er < 0.10, 'Too big error');```Example: Stacked Auto-Encoders---------------------```matlabfunction test_example_SAEload mnist_uint8;train_x = double(train_x)/255;test_x = double(test_x)/255;train_y = double(train_y);test_y = double(test_y);%% ex1 train a 100 hidden unit SDAE and use it to initialize a FFNN% Setup and train a stacked denoising autoencoder (SDAE)rand('state',0)sae = saesetup([784 100]);sae.ae{1}.activation_function = 'sigm';sae.ae{1}.learningRate = 1;sae.ae{1}.inputZeroMaskedFraction = 0.5;opts.numepochs = 1;opts.batchsize = 100;sae = saetrain(sae, train_x, opts);visualize(sae.ae{1}.W{1}(:,2:end)')% Use the SDAE to initialize a FFNNnn = nnsetup([784 100 10]);nn.activation_function = 'sigm';nn.learningRate = 1;nn.W{1} = sae.ae{1}.W{1};% Train the FFNNopts.numepochs = 1;opts.batchsize = 100;nn = nntrain(nn, train_x, train_y, opts);[er, bad] = nntest(nn, test_x, test_y);assert(er < 0.16, 'Too big error');```Example: Convolutional Neural Nets---------------------```matlabfunction test_example_CNNload mnist_uint8;train_x = double(reshape(train_x',28,28,60000))/255;test_x = double(reshape(test_x',28,28,10000))/255;train_y = double(train_y');test_y = double(test_y');%% ex1 Train a 6c-2s-12c-2s Convolutional neural network %will run 1 epoch in about 200 second and get around 11% error. %With 100 epochs you'll get around 1.2% errorrand('state',0)cnn.layers = { struct('type', 'i') %input layer struct('type', 'c', 'outputmaps', 6, 'kernelsize', 5) %convolution layer struct('type', 's', 'scale', 2) %sub sampling layer struct('type', 'c', 'outputmaps', 12, 'kernelsize', 5) %convolution layer struct('type', 's', 'scale', 2) %subsampling layer};cnn = cnnsetup(cnn, train_x, train_y);opts.alpha = 1;opts.batchsize = 50;opts.numepochs = 1;cnn = cnntrain(cnn, train_x, train_y, opts);[er, bad] = cnntest(cnn, test_x, test_y);%plot mean squared errorfigure; plot(cnn.rL);assert(er<0.12, 'Too big error');```Example: Neural Networks---------------------```matlabfunction test_example_NNload mnist_uint8;train_x = double(train_x) / 255;test_x = double(test_x) / 255;train_y = double(train_y);test_y = double(test_y);% normalize[train_x, mu, sigma] = zscore(train_x);test_x = normalize(test_x, mu, sigma);%% ex1 vanilla neural netrand('state',0)nn = nnsetup([784 100 10]);opts.numepochs = 1; % Number of full sweeps through dataopts.batchsize = 100; % Take a mean gradient step over this many samples[nn, L] = nntrain(nn, train_x, train_y, opts);[er, bad] = nntest(nn, test_x, test_y);assert(er < 0.08, 'Too big error');%% ex2 neural net with L2 weight decayrand('state',0)nn = nnsetup([784 100 10]);nn.weightPenaltyL2 = 1e-4; % L2 weight decayopts.numepochs = 1; % Number of full sweeps through dataopts.batchsize = 100; % Take a mean gradient step over this many samplesnn = nntrain(nn, train_x, train_y, opts);[er, bad] = nntest(nn, test_x, test_y);assert(er < 0.1, 'Too big error');%% ex3 neural net with dropoutrand('state',0)nn = nnsetup([784 100 10]);nn.dropoutFraction = 0.5; % Dropout fraction opts.numepochs = 1; % Number of full sweeps through dataopts.batchsize = 100; % Take a mean gradient step over this many samplesnn = nntrain(nn, train_x, train_y, opts);[er, bad] = nntest(nn, test_x, test_y);assert(er < 0.1, 'Too big error');%% ex4 neural net with sigmoid activation functionrand('state',0)nn = nnsetup([784 100 10]);nn.activation_function = 'sigm'; % Sigmoid activation functionnn.learningRate = 1; % Sigm require a lower learning rateopts.numepochs = 1; % Number of full sweeps through dataopts.batchsize = 100; % Take a mean gradient step over this many samplesnn = nntrain(nn, train_x, train_y, opts);[er, bad] = nntest(nn, test_x, test_y);assert(er < 0.1, 'Too big error');%% ex5 plotting functionalityrand('state',0)nn = nnsetup([784 20 10]);opts.numepochs = 5; % Number of full sweeps through datann.output = 'softmax'; % use softmax outputopts.batchsize = 1000; % Take a mean gradient step over this many samplesopts.plot = 1; % enable plottingnn = nntrain(nn, train_x, train_y, opts);[er, bad] = nntest(nn, test_x, test_y);assert(er < 0.1, 'Too big error');%% ex6 neural net with sigmoid activation and plotting of validation and training error% split training data into training and validation datavx = train_x(1:10000,:);tx = train_x(10001:end,:);vy = train_y(1:10000,:);ty = train_y(10001:end,:);rand('state',0)nn = nnsetup([784 20 10]); nn.output = 'softmax'; % use softmax outputopts.numepochs = 5; % Number of full sweeps through dataopts.batchsize = 1000; % Take a mean gradient step over this many samplesopts.plot = 1; % enable plottingnn = nntrain(nn, tx, ty, opts, vx, vy); % nntrain takes validation set as last two arguments (optionally)[er, bad] = nntest(nn, test_x, test_y);assert(er < 0.1, 'Too big error');```[![Bitdeli Badge](https://d2weczhvl823v0.cloudfront.net/rasmusbergpalm/deeplearntoolbox/trend.png)](https://bitdeli.com/free "Bitdeli Badge")
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