------------重點分割線，掉坑是我進步的動力，有時候真的情願不進步也不想掉坑啊啊啊啊-------------------------------------------
apt-get updatedocker pull ufoym/deepo:cpu刪除映象bvlc/caffe的時候報錯，提示有子映象沒有刪除，所以先刪除子映象caffe-mnist
刪除子映象的被容器使用
檢視後發現caffe-mnist有很多容器，乙個乙個刪除太麻煩了，所以就乾脆全部一起刪除
先停止全部容器，然後刪除全部容器，檢視確認容器刪除
成功刪除兩個caffe的映象
emmmmm
所以，那就，換乙個映象吧～～～
所以，那就，直接複製出來改好了再傳回去吧~~~~
裡面提供了乙個叫做deepo的映象，在映象裡面已經安裝了包括caffe，caffe2，tensoflow，torch等等深度學習框架。有cpu和gpu版本。
docker pull ufoym/deepo解決：
nvcc src/caffe/3rdparty/reduce.cu
nvcc warning : the 'compute_20', 'sm_20', and 'sm_21' architectures are deprecated, and may be removed in a future release (use -wno-deprecated-gpu-targets to suppress warning).
nvcc warning : the 'compute_20', 'sm_20', and 'sm_21' architectures are deprecated, and may be removed in a future release (use -wno-deprecated-gpu-targets to suppress warning).
src/caffe/3rdparty/reduce.cu(44): error: identifier "__shfl_down" is undefined
detected during:
instantiation of "t ctareduce::reduce(int, t, ctareduce::storage &, int, rop) [with nt=128, t=float, rop=ctc_helper::add]"
(76): here
instantiation of "void reduce_rows(iop, rop, const t *, t *, int, int) [with nt=128, iop=ctc_helper::negate, rop=ctc_helper::add, t=float]"
(124): here
instantiation of "void reducehelper::impl(iof, rof, const t *, t *, int, int, __nv_bool, cudastream_t) [with t=float, iof=ctc_helper::negate, rof=ctc_helper::add]"
(139): here
instantiation of "ctcstatus_t reduce(iof, rof, const t *, t *, int, int, __nv_bool, cudastream_t) [with t=float, iof=ctc_helper::negate, rof=ctc_helper::add]"
(149): here
src/caffe/3rdparty/reduce.cu(44): error: identifier "__shfl_down" is undefined
detected during:
instantiation of "t ctareduce::reduce(int, t, ctareduce::storage &, int, rop) [with nt=128, t=float, rop=ctc_helper::maximum]"
(76): here
instantiation of "void reduce_rows(iop, rop, const t *, t *, int, int) [with nt=128, iop=ctc_helper::identity, rop=ctc_helper::maximum, t=float]"
(124): here
instantiation of "void reducehelper::impl(iof, rof, const t *, t *, int, int, __nv_bool, cudastream_t) [with t=float, iof=ctc_helper::identity, rof=ctc_helper::maximum]"
(139): here
instantiation of "ctcstatus_t reduce(iof, rof, const t *, t *, int, int, __nv_bool, cudastream_t) [with t=float, iof=ctc_helper::identity, rof=ctc_helper::maximum]"
(157): here
2 errors detected in the compilation of "/tmp/tmpxft_00000e20_00000000-14_reduce.compute_20.cpp1.ii".
makefile:594: recipe for target '.build_release/cuda/src/caffe/3rdparty/reduce.o' failed
make: *** [.build_release/cuda/src/caffe/3rdparty/reduce.o] error 1ce.o' failí
修改如下，上面被#注釋的是原來的，下面沒有注釋的是新的，直接刪除了sm_20和sm_21兩行
#cuda_arch := -gencode arch=compute_20,code=sm_20 \
# -gencode arch=compute_20,code=sm_21 \
# -gencode arch=compute_30,code=sm_30 \
# -gencode arch=compute_35,code=sm_35 \
# -gencode arch=compute_50,code=sm_50 \
# -gencode arch=compute_50,code=compute_50
cuda_arch := -gencode arch=compute_30,code=sm_30 \
-gencode arch=compute_35,code=sm_35 \
-gencode arch=compute_50,code=sm_50 \
-gencode arch=compute_50,code=compute_50z×óu?¥
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