./lite/tools/build_android.sh --arch=armv8 --toolchain=clang --with_cv=ON --with_extra=ON --with_opencl=ON --with_arm82_fp16=ON
出现如下报错
In file included from //ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/memory:659:
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:189:59: error: invalid operands to binary expression ('float' and 'int')
static _LIBCPP_CONSTEXPR const _Tp value = _Tp(_Tp(1) << __digits);
~~~~~~ ^ ~~~~~~~~
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:210:49: note: in instantiation of template class
'std::__ndk1::__libcpp_compute_min<__fp16, 15, true>' requested here
static _LIBCPP_CONSTEXPR const type __min = __libcpp_compute_min<type, digits, is_signed>::value;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:443:15: note: in instantiation of template class
'std::__ndk1::__libcpp_numeric_limits<__fp16, true>' requested here
: private __libcpp_numeric_limits<typename remove_cv<_Tp>::type>
^
/home/xxxxx/Paddle-Lite/lite/backends/arm/math/sequence_pool.cc:159:23: note: in instantiation of template class 'std::__ndk1::numeric_limits<__fp16>' requested here
T max = -std::numeric_limits<T>::max();
^
/home/xxxxx/Paddle-Lite/lite/backends/arm/math/sequence_pool.cc:333:15: note: in instantiation of function template specialization 'paddle::lite::arm::math::seq_pool_max<__fp16>' requested
here
template void seq_pool_max<float16_t>(const float16_t* din,
^
In file included from /home/xxxxx/Paddle-Lite/lite/backends/arm/math/sequence_pool.cc:15:
In file included from /home/xxxxx/Paddle-Lite/lite/backends/arm/math/sequence_pool.h:16:
In file included from //ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/vector:270:
In file included from //ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/bit_reference:15:
In file included from //ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/algorithm:644:
In file included from //ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/memory:659:
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:446:30: error: 'type' is a protected member of
'std::__ndk1::__libcpp_numeric_limits<__fp16, true>'
typedef typename __base::type type;
^
/home/xxxxx/Paddle-Lite/lite/backends/arm/math/sequence_pool.cc:159:23: note: in instantiation of template class 'std::__ndk1::numeric_limits<__fp16>' requested here
T max = -std::numeric_limits<T>::max();
^
/home/xxxxx/Paddle-Lite/lite/backends/arm/math/sequence_pool.cc:333:15: note: in instantiation of function template specialization 'paddle::lite::arm::math::seq_pool_max<__fp16>' requested
here
template void seq_pool_max<float16_t>(const float16_t din,
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:202:17: note: declared protected here
typedef _Tp type;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:448:66: error: 'is_specialized' is a protected member of
'std::__ndk1::__libcpp_numeric_limits<__fp16, true>'
static _LIBCPP_CONSTEXPR const bool is_specialized = __base::is_specialized;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:204:41: note: declared protected here
static _LIBCPP_CONSTEXPR const bool is_specialized = true;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:453:58: error: 'digits' is a protected member of
'std::__ndk1::__libcpp_numeric_limits<__fp16, true>'
static _LIBCPP_CONSTEXPR const int digits = __base::digits;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:207:41: note: declared protected here
static _LIBCPP_CONSTEXPR const int digits = static_cast(sizeof(type) * CHAR_BIT - is_signed);
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:454:60: error: 'digits10' is a protected member of
'std::__ndk1::__libcpp_numeric_limits<__fp16, true>'
static _LIBCPP_CONSTEXPR const int digits10 = __base::digits10;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:208:41: note: declared protected here
static _LIBCPP_CONSTEXPR const int digits10 = digits * 3 / 10;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:455:64: error: 'max_digits10' is a protected member of
'std::__ndk1::__libcpp_numeric_limits<__fp16, true>'
static _LIBCPP_CONSTEXPR const int max_digits10 = __base::max_digits10;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:209:41: note: declared protected here
static _LIBCPP_CONSTEXPR const int max_digits10 = 0;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:456:61: error: 'is_signed' is a protected member of
'std::__ndk1::__libcpp_numeric_limits<__fp16, true>'
static _LIBCPP_CONSTEXPR const bool is_signed = __base::is_signed;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:206:41: note: declared protected here
static _LIBCPP_CONSTEXPR const bool is_signed = type(-1) < type(0);
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:457:62: error: 'is_integer' is a protected member of
'std::__ndk1::__libcpp_numeric_limits<__fp16, true>'
static _LIBCPP_CONSTEXPR const bool is_integer = __base::is_integer;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:216:41: note: declared protected here
static _LIBCPP_CONSTEXPR const bool is_integer = true;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:458:60: error: 'is_exact' is a protected member of
'std::__ndk1::__libcpp_numeric_limits<__fp16, true>'
static _LIBCPP_CONSTEXPR const bool is_exact = __base::is_exact;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:217:41: note: declared protected here
static _LIBCPP_CONSTEXPR const bool is_exact = true;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:459:57: error: 'radix' is a protected member of
'std::__ndk1::__libcpp_numeric_limits<__fp16, true>'
static _LIBCPP_CONSTEXPR const int radix = __base::radix;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:218:41: note: declared protected here
static _LIBCPP_CONSTEXPR const int radix = 2;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:463:64: error: 'min_exponent' is a protected member of
'std::__ndk1::__libcpp_numeric_limits<__fp16, true>'
static _LIBCPP_CONSTEXPR const int min_exponent = __base::min_exponent;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:222:41: note: declared protected here
static _LIBCPP_CONSTEXPR const int min_exponent = 0;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:464:66: error: 'min_exponent10' is a protected member of
'std::__ndk1::__libcpp_numeric_limits<__fp16, true>'
static _LIBCPP_CONSTEXPR const int min_exponent10 = __base::min_exponent10;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:223:41: note: declared protected here
static _LIBCPP_CONSTEXPR const int min_exponent10 = 0;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:465:64: error: 'max_exponent' is a protected member of
'std::__ndk1::__libcpp_numeric_limits<__fp16, true>'
static _LIBCPP_CONSTEXPR const int max_exponent = __base::max_exponent;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:224:41: note: declared protected here
static _LIBCPP_CONSTEXPR const int max_exponent = 0;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:466:66: error: 'max_exponent10' is a protected member of
'std::__ndk1::__libcpp_numeric_limits<__fp16, true>'
static _LIBCPP_CONSTEXPR const int max_exponent10 = __base::max_exponent10;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:225:41: note: declared protected here
static _LIBCPP_CONSTEXPR const int max_exponent10 = 0;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:468:64: error: 'has_infinity' is a protected member of
'std::__ndk1::__libcpp_numeric_limits<__fp16, true>'
static _LIBCPP_CONSTEXPR const bool has_infinity = __base::has_infinity;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:227:41: note: declared protected here
static _LIBCPP_CONSTEXPR const bool has_infinity = false;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:469:65: error: 'has_quiet_NaN' is a protected member of
'std::__ndk1::__libcpp_numeric_limits<__fp16, true>'
static _LIBCPP_CONSTEXPR const bool has_quiet_NaN = __base::has_quiet_NaN;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:228:41: note: declared protected here
static _LIBCPP_CONSTEXPR const bool has_quiet_NaN = false;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:470:69: error: 'has_signaling_NaN' is a protected member of
'std::__ndk1::__libcpp_numeric_limits<__fp16, true>'
static _LIBCPP_CONSTEXPR const bool has_signaling_NaN = __base::has_signaling_NaN;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:229:41: note: declared protected here
static _LIBCPP_CONSTEXPR const bool has_signaling_NaN = false;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:471:76: error: 'has_denorm' is a protected member of
'std::__ndk1::__libcpp_numeric_limits<__fp16, true>'
static _LIBCPP_CONSTEXPR const float_denorm_style has_denorm = __base::has_denorm;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:230:55: note: declared protected here
static _LIBCPP_CONSTEXPR const float_denorm_style has_denorm = denorm_absent;
^
//ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:472:67: error: 'has_denorm_loss' is a protected member of
'std::__ndk1::__libcpp_numeric_limits<__fp16, true>'
static _LIBCPP_CONSTEXPR const bool has_denorm_loss = __base::has_denorm_loss;
^
/*/ndk-845-r18b/sources/cxx-stl/llvm-libc++/include/limits:231:41: note: declared protected here
static _LIBCPP_CONSTEXPR const bool has_denorm_loss = false;
^
fatal error: too many errors emitted, stopping now [-ferror-limit=]
20 errors generated.
make[3]: *** [lite/api/CMakeFiles/PADDLELITE_OBJS.dir/build.make:1042：lite/api/CMakeFiles/PADDLELITE_OBJS.dir//backends/arm/math/sequence_pool.cc.o] 错误 1
make[3]: *** 正在等待未完成的任务....
make[2]: *** [CMakeFiles/Makefile2:1562：lite/api/CMakeFiles/PADDLELITE_OBJS.dir/all] 错误 2
make[1]: *** [CMakeFiles/Makefile2:802：lite/CMakeFiles/publish_inference.dir/rule] 错误 2
make: *** [Makefile:150：publish_inference] 错误 2
-OS:ubuntu20.04
-Python:3.8.18
-NDK:r18b
-Paddle-Lite:v2.13-rc
当使用./lite/tools/build_android.sh --arch=armv8 --toolchain=clang --with_cv=ON --with_extra=ON --with_opencl=ON时则可以正常编译
*之所以没有使用https://github.com/PaddlePaddle/Paddle-Lite/releases/tag/v2.13-rc 中release的版本是因为想要打开opencl加速
本地编译时不打开fp16的开关则不会有上述报错
./lite/tools/build_android.sh --arch=armv8 --toolchain=clang --with_cv=ON --with_extra=ON --with_opencl=ON
fp16 要求大于 r19
https://www.paddlepaddle.org.cn/lite/v2.12/demo_guides/arm_cpu.html
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