我按照http://caffe.berkeleyvision.org/installation.html的指令尝试了caffe安装，ubuntu安装命令
sudo apt install caffe-cudaPackage caffe-cuda is not available, but is referred to by another package.
This may mean that the package is missing, has been obsoleted, or
is only available from another source
E: Package 'caffe-cuda' has no installation candidate
所以我遵循“使用 Make 进行编译”部分。
我解决了所有依赖问题，但最终因“CUDNN_STATUS_VERSION_MISMATCH”错误而失败，为了解决我在谷歌上搜索的错误也尝试了很多https://anidh.medium.com/install-caffe-on-ubuntu-with-cuda-6d0da9e8f860和https://qengineering.eu/install-caffe-on-ubuntu-20.04-with-opencv-4.4.html，全部失败，所以我在这里寻求帮助。
我的环境
错误信息（只是make）：
(base) a@ai:~/Software/caffe$ make clean
(base) a@ai:~/Software/caffe$ make all -j8
PROTOC src/caffe/proto/caffe.proto
NVCC src/caffe/util/im2col.cu
NVCC src/caffe/util/math_functions.cu
NVCC src/caffe/solvers/adam_solver.cu
NVCC src/caffe/solvers/adagrad_solver.cu
NVCC src/caffe/solvers/adadelta_solver.cu
NVCC src/caffe/solvers/nesterov_solver.cu
NVCC src/caffe/solvers/rmsprop_solver.cu
NVCC src/caffe/solvers/sgd_solver.cu
In file included from src/caffe/util/math_functions.cu:1:
/usr/local/cuda/include/math_functions.h:54:2: warning: #warning "math_functions.h is an internal header file and must not be used directly. This file will be removed in a future CUDA release. Please use cuda_runtime_api.h or cuda_runtime.h instead." [-Wcpp]
54 | #warning "math_functions.h is an internal header file and must not be used directly. This file will be removed in a future CUDA release. Please use cuda_runtime_api.h or cuda_runtime.h instead."
| ^~~~~~~
NVCC src/caffe/layers/absval_layer.cu
NVCC src/caffe/layers/pooling_layer.cu
.
.
all success
.
.
.
CXX tools/caffe.cpp
CXX tools/compute_image_mean.cpp
In file included from ./include/caffe/util/device_alternate.hpp:40,
from ./include/caffe/common.hpp:19,
from ./include/caffe/util/db.hpp:6,
from tools/compute_image_mean.cpp:12:
./include/caffe/util/cudnn.hpp: In function ‘const char* cudnnGetErrorString(cudnnStatus_t)’:
./include/caffe/util/cudnn.hpp:21:10: warning: enumeration value ‘CUDNN_STATUS_VERSION_MISMATCH’ not handled in switch [-Wswitch]
21 | switch (status) {
.
.
all failed with same error
.
.
.
CXX src/caffe/data_transformer.cpp
In file included from ./include/caffe/util/device_alternate.hpp:40,
from ./include/caffe/common.hpp:19,
from src/caffe/util/io.cpp:18:
./include/caffe/util/cudnn.hpp: In function ‘const char* cudnnGetErrorString(cudnnStatus_t)’:
./include/caffe/util/cudnn.hpp:21:10: warning: enumeration value ‘CUDNN_STATUS_VERSION_MISMATCH’ not handled in switch [-Wswitch]
21 | switch (status) {
| ^
src/caffe/util/io.cpp: In function ‘cv::Mat caffe::ReadImageToCVMat(const string&, int, int, bool)’:
src/caffe/util/io.cpp:76:34: error: ‘CV_LOAD_IMAGE_COLOR’ was not declared in this scope
76 | int cv_read_flag = (is_color ? CV_LOAD_IMAGE_COLOR :
| ^~~~~~~~~~~~~~~~~~~
src/caffe/util/io.cpp:77:5: error: ‘CV_LOAD_IMAGE_GRAYSCALE’ was not declared in this scope
77 | CV_LOAD_IMAGE_GRAYSCALE);
| ^~~~~~~~~~~~~~~~~~~~~~~
src/caffe/util/io.cpp: In function ‘cv::Mat caffe::DecodeDatumToCVMat(const caffe::Datum&, bool)’:
src/caffe/util/io.cpp:182:34: error: ‘CV_LOAD_IMAGE_COLOR’ was not declared in this scope
182 | int cv_read_flag = (is_color ? CV_LOAD_IMAGE_COLOR :
| ^~~~~~~~~~~~~~~~~~~
src/caffe/util/io.cpp:183:5: error: ‘CV_LOAD_IMAGE_GRAYSCALE’ was not declared in this scope
183 | CV_LOAD_IMAGE_GRAYSCALE);
| ^~~~~~~~~~~~~~~~~~~~~~~
make: *** [Makefile:592: .build_release/src/caffe/util/io.o] Error 1
make: *** Waiting for unfinished jobs....
In file included from ./include/caffe/util/device_alternate.hpp:40,
from ./include/caffe/common.hpp:19,
from ./include/caffe/util/db.hpp:6,
from ./include/caffe/util/db_lmdb.hpp:10,
from src/caffe/util/db_lmdb.cpp:2:
./include/caffe/util/cudnn.hpp: In function ‘const char* cudnnGetErrorString(cudnnStatus_t)’:
./include/caffe/util/cudnn.hpp:21:10: warning: enumeration value ‘CUDNN_STATUS_VERSION_MISMATCH’ not handled in switch [-Wswitch]
21 | switch (status) {
| ^
.
.
all failed with same error
.
.
.
In file included from ./include/caffe/util/device_alternate.hpp:40,
from ./include/caffe/common.hpp:19,
from ./include/caffe/blob.hpp:8,
from ./include/caffe/data_transformer.hpp:6,
from src/caffe/data_transformer.cpp:8:
./include/caffe/util/cudnn.hpp: In function ‘const char* cudnnGetErrorString(cudnnStatus_t)’:
./include/caffe/util/cudnn.hpp:21:10: warning: enumeration value ‘CUDNN_STATUS_VERSION_MISMATCH’ not handled in switch [-Wswitch]
21 | switch (status) {
| ^
另一个错误消息（cmake 然后 make）：
(base) a@ai:~/Software/caffe$ mkdir build
(base) a@ai:~/Software/caffe$ cd build/
(base) a@ai:~/Software/caffe/build$ cmake ..
-- The C compiler identification is GNU 9.3.0
-- The CXX compiler identification is GNU 9.3.0
-- Check for working C compiler: /usr/bin/cc
-- Check for working C compiler: /usr/bin/cc -- works
-- Detecting C compiler ABI info
-- Detecting C compiler ABI info - done
-- Detecting C compile features
-- Detecting C compile features - done
-- Check for working CXX compiler: /usr/bin/c++
-- Check for working CXX compiler: /usr/bin/c++ -- works
-- Detecting CXX compiler ABI info
-- Detecting CXX compiler ABI info - done
-- Detecting CXX compile features
-- Detecting CXX compile features - done
CMake Warning (dev) at cmake/Misc.cmake:32 (set):
implicitly converting 'BOOLEAN' to 'STRING' type.
Call Stack (most recent call first):
CMakeLists.txt:25 (include)
This warning is for project developers. Use -Wno-dev to suppress it.
-- Found Boost: /usr/lib/x86_64-linux-gnu/cmake/Boost-1.71.0/BoostConfig.cmake (found suitable version "1.71.0", minimum required is "1.54") found components: system thread filesystem
-- Found Threads: TRUE
-- Found GFlags: /usr/include
-- Found gflags (include: /usr/include, library: /usr/lib/x86_64-linux-gnu/libgflags.so)
-- Found Glog: /usr/include
-- Found glog (include: /usr/include, library: /usr/lib/x86_64-linux-gnu/libglog.so)
-- Found Protobuf: /usr/lib/x86_64-linux-gnu/libprotobuf.so;-lpthread (found version "3.6.1")
-- Found PROTOBUF Compiler: /usr/bin/protoc
-- HDF5: Using hdf5 compiler wrapper to determine C configuration
-- HDF5: Using hdf5 compiler wrapper to determine CXX configuration
-- Found HDF5: /usr/lib/x86_64-linux-gnu/hdf5/serial/libhdf5_cpp.so;/usr/lib/x86_64-linux-gnu/hdf5/serial/libhdf5.so;/usr/lib/x86_64-linux-gnu/libpthread.so;/usr/lib/x86_64-linux-gnu/libsz.so;/usr/lib/x86_64-linux-gnu/libz.so;/usr/lib/x86_64-linux-gnu/libdl.so;/usr/lib/x86_64-linux-gnu/libm.so (found version "1.10.4") found components: HL
-- Found LMDB: /usr/include
-- Found lmdb (include: /usr/include, library: /usr/lib/x86_64-linux-gnu/liblmdb.so)
-- Found LevelDB: /usr/include
-- Found LevelDB (include: /usr/include, library: /usr/lib/x86_64-linux-gnu/libleveldb.so)
-- Found Snappy: /usr/include
-- Found Snappy (include: /usr/include, library: /usr/lib/x86_64-linux-gnu/libsnappy.so)
-- CUDA detected: 11.2
-- Found cuDNN: ver. 8.1.1 found (include: /usr/include, library: /usr/lib/x86_64-linux-gnu/libcudnn.so)
-- Added CUDA NVCC flags for: sm_61
-- OpenCV found (/usr/lib/x86_64-linux-gnu/cmake/opencv4)
-- Found Atlas: /usr/include/x86_64-linux-gnu
-- Found Atlas (include: /usr/include/x86_64-linux-gnu library: /usr/lib/x86_64-linux-gnu/libatlas.so lapack: /usr/lib/x86_64-linux-gnu/liblapack.so
-- Found PythonInterp: /usr/bin/python2.7 (found suitable version "2.7.18", minimum required is "2.7")
-- Found PythonLibs: /usr/lib/x86_64-linux-gnu/libpython2.7.so (found suitable version "2.7.18", minimum required is "2.7")
-- Found NumPy: /usr/lib/python2.7/dist-packages/numpy/core/include (found suitable version "1.16.5", minimum required is "1.7.1")
-- NumPy ver. 1.16.5 found (include: /usr/lib/python2.7/dist-packages/numpy/core/include)
-- Found Boost: /usr/lib/x86_64-linux-gnu/cmake/Boost-1.71.0/BoostConfig.cmake (found suitable version "1.71.0", minimum required is "1.46") found components: python
-- Found Doxygen: /usr/bin/doxygen (found version "1.8.17") found components: doxygen missing components: dot
-- Detected Doxygen OUTPUT_DIRECTORY: ./doxygen/
-- Found Git: /usr/bin/git (found version "2.25.1")
--
-- ******************* Caffe Configuration Summary *******************
-- General:
-- Version : 1.0.0
-- Git : unknown
-- System : Linux
-- C++ compiler : /usr/bin/c++
-- Release CXX flags : -O3 -DNDEBUG -fPIC -Wall -Wno-sign-compare -Wno-uninitialized
-- Debug CXX flags : -g -fPIC -Wall -Wno-sign-compare -Wno-uninitialized
-- Build type : Release
--
-- BUILD_SHARED_LIBS : ON
-- BUILD_python : ON
-- BUILD_matlab : OFF
-- BUILD_docs : ON
-- CPU_ONLY : OFF
-- USE_OPENCV : ON
-- USE_LEVELDB : ON
-- USE_LMDB : ON
-- USE_NCCL : OFF
-- ALLOW_LMDB_NOLOCK : OFF
-- USE_HDF5 : ON
--
-- Dependencies:
-- BLAS : Yes (Atlas)
-- Boost : Yes (ver. 1.71)
-- glog : Yes
-- gflags : Yes
-- protobuf : Yes (ver. 3.6.1)
-- lmdb : Yes (ver. 0.9.24)
-- LevelDB : Yes (ver. 1.22)
-- Snappy : Yes (ver. 1.1.8)
-- OpenCV : Yes (ver. 4.2.0)
-- CUDA : Yes (ver. 11.2)
--
-- NVIDIA CUDA:
-- Target GPU(s) : Auto
-- GPU arch(s) : sm_61
-- cuDNN : Yes (ver. 8.1.1)
--
-- Python:
-- Interpreter : /usr/bin/python2.7 (ver. 2.7.18)
-- Libraries : /usr/lib/x86_64-linux-gnu/libpython2.7.so (ver 2.7.18)
-- NumPy : /usr/lib/python2.7/dist-packages/numpy/core/include (ver 1.16.5)
--
-- Documentaion:
-- Doxygen : /usr/bin/doxygen (1.8.17)
-- config_file : /home/a/Software/caffe/.Doxyfile
--
-- Install:
-- Install path : /home/a/Software/caffe/build/install
--
-- Configuring done
CMake Warning at src/caffe/CMakeLists.txt:23 (add_library):
Cannot generate a safe runtime search path for target caffe because files
in some directories may conflict with libraries in implicit directories:
runtime library [libcudnn.so.8] in /usr/lib/x86_64-linux-gnu may be hidden by files in:
/usr/local/cuda-11.2/lib64
Some of these libraries may not be found correctly.
CMake Warning at python/CMakeLists.txt:8 (add_library):
Cannot generate a safe runtime search path for target pycaffe because files
in some directories may conflict with libraries in implicit directories:
runtime library [libcudnn.so.8] in /usr/lib/x86_64-linux-gnu may be hidden by files in:
/usr/local/cuda-11.2/lib64
Some of these libraries may not be found correctly.
-- Generating done
-- Build files have been written to: /home/a/Software/caffe/build
(base) a@ai:~/Software/caffe/build$ make all
[ 1%] Running C++/Python protocol buffer compiler on /home/a/Software/caffe/src/caffe/proto/caffe.proto
Scanning dependencies of target caffeproto
[ 1%] Building CXX object src/caffe/CMakeFiles/caffeproto.dir/__/__/include/caffe/proto/caffe.pb.cc.o
[ 1%] Linking CXX static library ../../lib/libcaffeproto.a
[ 1%] Built target caffeproto
[ 1%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile_1.dir/util/cuda_compile_1_generated_math_functions.cu.o
In file included from /home/a/Software/caffe/src/caffe/util/math_functions.cu:1:
/usr/local/cuda-11.2/include/math_functions.h:54:2: warning: #warning "math_functions.h is an internal header file and must not be used directly. This file will be removed in a future CUDA release. Please use cuda_runtime_api.h or cuda_runtime.h instead." [-Wcpp]
/home/a/Software/caffe/include/caffe/util/cudnn.hpp: In function ‘const char* cudnnGetErrorString(cudnnStatus_t)’:
/home/a/Software/caffe/include/caffe/util/cudnn.hpp:21:8: warning: enumeration value ‘CUDNN_STATUS_VERSION_MISMATCH’ not handled in switch [-Wswitch]
21 | switch (status) {
| ^
[ 1%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile_1.dir/layers/cuda_compile_1_generated_absval_layer.cu.o
/home/a/Software/caffe/include/caffe/util/cudnn.hpp: In function ‘const char* cudnnGetErrorString(cudnnStatus_t)’:
/home/a/Software/caffe/include/caffe/util/cudnn.hpp:21:8: warning: enumeration value ‘CUDNN_STATUS_VERSION_MISMATCH’ not handled in switch [-Wswitch]
.
.
dozens of same error
.
.
.
21 | switch (status) {
| ^
/home/a/Software/caffe/src/caffe/layers/cudnn_conv_layer.cpp: In member function ‘virtual void caffe::CuDNNConvolutionLayer<Dtype>::Reshape(const std::vector<caffe::Blob<Dtype>*>&, const std::vector<caffe::Blob<Dtype>*>&)’:
/home/a/Software/caffe/src/caffe/layers/cudnn_conv_layer.cpp:136:7: error: ‘CUDNN_CONVOLUTION_FWD_SPECIFY_WORKSPACE_LIMIT’ was not declared in this scope
136 | CUDNN_CONVOLUTION_FWD_SPECIFY_WORKSPACE_LIMIT,
| ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
/home/a/Software/caffe/include/caffe/util/cudnn.hpp:15:28: note: in definition of macro ‘CUDNN_CHECK’
15 | cudnnStatus_t status = condition; \
| ^~~~~~~~~
/home/a/Software/caffe/src/caffe/layers/cudnn_conv_layer.cpp:131:17: error: there are no arguments to ‘cudnnGetConvolutionForwardAlgorithm’ that depend on a template parameter, so a declaration of ‘cudnnGetConvolutionForwardAlgorithm’ must be available [-fpermissive]
131 | CUDNN_CHECK(cudnnGetConvolutionForwardAlgorithm(handle_[0],
| ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
/home/a/Software/caffe/include/caffe/util/cudnn.hpp:15:28: note: in definition of macro ‘CUDNN_CHECK’
15 | cudnnStatus_t status = condition; \
| ^~~~~~~~~
/home/a/Software/caffe/src/caffe/layers/cudnn_conv_layer.cpp:131:17: note: (if you use ‘-fpermissive’, G++ will accept your code, but allowing the use of an undeclared name is deprecated)
131 | CUDNN_CHECK(cudnnGetConvolutionForwardAlgorithm(handle_[0],
| ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
/home/a/Software/caffe/include/caffe/util/cudnn.hpp:15:28: note: in definition of macro ‘CUDNN_CHECK’
15 | cudnnStatus_t status = condition; \
| ^~~~~~~~~
/home/a/Software/caffe/src/caffe/layers/cudnn_conv_layer.cpp:151:11: error: ‘CUDNN_CONVOLUTION_BWD_FILTER_SPECIFY_WORKSPACE_LIMIT’ was not declared in this scope
151 | CUDNN_CONVOLUTION_BWD_FILTER_SPECIFY_WORKSPACE_LIMIT,
| ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
/home/a/Software/caffe/include/caffe/util/cudnn.hpp:15:28: note: in definition of macro ‘CUDNN_CHECK’
15 | cudnnStatus_t status = condition; \
| ^~~~~~~~~
/home/a/Software/caffe/src/caffe/layers/cudnn_conv_layer.cpp:149:17: error: there are no arguments to ‘cudnnGetConvolutionBackwardFilterAlgorithm’ that depend on a template parameter, so a declaration of ‘cudnnGetConvolutionBackwardFilterAlgorithm’ must be available [-fpermissive]
149 | CUDNN_CHECK(cudnnGetConvolutionBackwardFilterAlgorithm(handle_[0],
| ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
/home/a/Software/caffe/include/caffe/util/cudnn.hpp:15:28: note: in definition of macro ‘CUDNN_CHECK’
15 | cudnnStatus_t status = condition; \
| ^~~~~~~~~
/home/a/Software/caffe/src/caffe/layers/cudnn_conv_layer.cpp:162:11: error: ‘CUDNN_CONVOLUTION_BWD_DATA_SPECIFY_WORKSPACE_LIMIT’ was not declared in this scope
162 | CUDNN_CONVOLUTION_BWD_DATA_SPECIFY_WORKSPACE_LIMIT,
| ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
/home/a/Software/caffe/include/caffe/util/cudnn.hpp:15:28: note: in definition of macro ‘CUDNN_CHECK’
15 | cudnnStatus_t status = condition; \
| ^~~~~~~~~
/home/a/Software/caffe/src/caffe/layers/cudnn_conv_layer.cpp:160:17: error: there are no arguments to ‘cudnnGetConvolutionBackwardDataAlgorithm’ that depend on a template parameter, so a declaration of ‘cudnnGetConvolutionBackwardDataAlgorithm’ must be available [-fpermissive]
160 | CUDNN_CHECK(cudnnGetConvolutionBackwardDataAlgorithm(handle_[0],
| ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
/home/a/Software/caffe/include/caffe/util/cudnn.hpp:15:28: note: in definition of macro ‘CUDNN_CHECK’
15 | cudnnStatus_t status = condition; \
| ^~~~~~~~~
/home/a/Software/caffe/src/caffe/layers/cudnn_conv_layer.cpp: In instantiation of ‘void caffe::CuDNNConvolutionLayer<Dtype>::Reshape(const std::vector<caffe::Blob<Dtype>*>&, const std::vector<caffe::Blob<Dtype>*>&) [with Dtype = float]’:
/home/a/Software/caffe/src/caffe/layers/cudnn_conv_layer.cpp:266:1: required from here
/home/a/Software/caffe/src/caffe/layers/cudnn_conv_layer.cpp:131:52: error: ‘cudnnGetConvolutionForwardAlgorithm’ was not declared in this scope; did you mean ‘cudnnGetConvolutionForwardAlgorithm_v7’?
131 | CUDNN_CHECK(cudnnGetConvolutionForwardAlgorithm(handle_[0],
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~
132 | bottom_descs_[i],
| ~~~~~~~~~~~~~~~~~
133 | filter_desc_,
| ~~~~~~~~~~~~~
134 | conv_descs_[i],
| ~~~~~~~~~~~~~~~
135 | top_descs_[i],
| ~~~~~~~~~~~~~~
136 | CUDNN_CONVOLUTION_FWD_SPECIFY_WORKSPACE_LIMIT,
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
137 | workspace_limit_bytes,
| ~~~~~~~~~~~~~~~~~~~~~~
138 | &fwd_algo_[i]));
| ~~~~~~~~~~~~~~
/home/a/Software/caffe/include/caffe/util/cudnn.hpp:15:28: note: in definition of macro ‘CUDNN_CHECK’
15 | cudnnStatus_t status = condition; \
| ^~~~~~~~~
/home/a/Software/caffe/src/caffe/layers/cudnn_conv_layer.cpp:149:59: error: ‘cudnnGetConvolutionBackwardFilterAlgorithm’ was not declared in this scope; did you mean ‘cudnnGetConvolutionBackwardFilterAlgorithm_v7’?
149 | CUDNN_CHECK(cudnnGetConvolutionBackwardFilterAlgorithm(handle_[0],
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~
150 | bottom_descs_[i], top_descs_[i], conv_descs_[i], filter_desc_,
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
151 | CUDNN_CONVOLUTION_BWD_FILTER_SPECIFY_WORKSPACE_LIMIT,
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
152 | workspace_limit_bytes, &bwd_filter_algo_[i]) );
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
/home/a/Software/caffe/include/caffe/util/cudnn.hpp:15:28: note: in definition of macro ‘CUDNN_CHECK’
15 | cudnnStatus_t status = condition; \
| ^~~~~~~~~
/home/a/Software/caffe/src/caffe/layers/cudnn_conv_layer.cpp:160:57: error: ‘cudnnGetConvolutionBackwardDataAlgorithm’ was not declared in this scope; did you mean ‘cudnnGetConvolutionBackwardDataAlgorithm_v7’?
160 | CUDNN_CHECK(cudnnGetConvolutionBackwardDataAlgorithm(handle_[0],
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~
161 | filter_desc_, top_descs_[i], conv_descs_[i], bottom_descs_[i],
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
162 | CUDNN_CONVOLUTION_BWD_DATA_SPECIFY_WORKSPACE_LIMIT,
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
163 | workspace_limit_bytes, &bwd_data_algo_[i]));
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
/home/a/Software/caffe/include/caffe/util/cudnn.hpp:15:28: note: in definition of macro ‘CUDNN_CHECK’
15 | cudnnStatus_t status = condition; \
| ^~~~~~~~~
/home/a/Software/caffe/src/caffe/layers/cudnn_conv_layer.cpp: In instantiation of ‘void caffe::CuDNNConvolutionLayer<Dtype>::Reshape(const std::vector<caffe::Blob<Dtype>*>&, const std::vector<caffe::Blob<Dtype>*>&) [with Dtype = double]’:
/home/a/Software/caffe/src/caffe/layers/cudnn_conv_layer.cpp:266:1: required from here
/home/a/Software/caffe/src/caffe/layers/cudnn_conv_layer.cpp:131:52: error: ‘cudnnGetConvolutionForwardAlgorithm’ was not declared in this scope; did you mean ‘cudnnGetConvolutionForwardAlgorithm_v7’?
131 | CUDNN_CHECK(cudnnGetConvolutionForwardAlgorithm(handle_[0],
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~
132 | bottom_descs_[i],
| ~~~~~~~~~~~~~~~~~
133 | filter_desc_,
| ~~~~~~~~~~~~~
134 | conv_descs_[i],
| ~~~~~~~~~~~~~~~
135 | top_descs_[i],
| ~~~~~~~~~~~~~~
136 | CUDNN_CONVOLUTION_FWD_SPECIFY_WORKSPACE_LIMIT,
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
137 | workspace_limit_bytes,
| ~~~~~~~~~~~~~~~~~~~~~~
138 | &fwd_algo_[i]));
| ~~~~~~~~~~~~~~
/home/a/Software/caffe/include/caffe/util/cudnn.hpp:15:28: note: in definition of macro ‘CUDNN_CHECK’
15 | cudnnStatus_t status = condition; \
| ^~~~~~~~~
/home/a/Software/caffe/src/caffe/layers/cudnn_conv_layer.cpp:149:59: error: ‘cudnnGetConvolutionBackwardFilterAlgorithm’ was not declared in this scope; did you mean ‘cudnnGetConvolutionBackwardFilterAlgorithm_v7’?
149 | CUDNN_CHECK(cudnnGetConvolutionBackwardFilterAlgorithm(handle_[0],
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~
150 | bottom_descs_[i], top_descs_[i], conv_descs_[i], filter_desc_,
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
151 | CUDNN_CONVOLUTION_BWD_FILTER_SPECIFY_WORKSPACE_LIMIT,
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
152 | workspace_limit_bytes, &bwd_filter_algo_[i]) );
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
/home/a/Software/caffe/include/caffe/util/cudnn.hpp:15:28: note: in definition of macro ‘CUDNN_CHECK’
15 | cudnnStatus_t status = condition; \
| ^~~~~~~~~
/home/a/Software/caffe/src/caffe/layers/cudnn_conv_layer.cpp:160:57: error: ‘cudnnGetConvolutionBackwardDataAlgorithm’ was not declared in this scope; did you mean ‘cudnnGetConvolutionBackwardDataAlgorithm_v7’?
160 | CUDNN_CHECK(cudnnGetConvolutionBackwardDataAlgorithm(handle_[0],
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^~~~~~~~~~~~
161 | filter_desc_, top_descs_[i], conv_descs_[i], bottom_descs_[i],
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
162 | CUDNN_CONVOLUTION_BWD_DATA_SPECIFY_WORKSPACE_LIMIT,
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
163 | workspace_limit_bytes, &bwd_data_algo_[i]));
| ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
/home/a/Software/caffe/include/caffe/util/cudnn.hpp:15:28: note: in definition of macro ‘CUDNN_CHECK’
15 | cudnnStatus_t status = condition; \
| ^~~~~~~~~
make[2]: *** [src/caffe/CMakeFiles/caffe.dir/build.make:764: src/caffe/CMakeFiles/caffe.dir/layers/cudnn_conv_layer.cpp.o] Error 1
make[1]: *** [CMakeFiles/Makefile2:401: src/caffe/CMakeFiles/caffe.dir/all] Error 2
make: *** [Makefile:130: all] Error 2
(base) a@ai:~/Software/caffe/build$ cd ..
你解决了吗？为此该怎么办呢？谢谢！