Nvcc fatal : Unsupported gpu architecture 'compute_86'

root@ae2267ce9d1c:/opt/py-faster-rcnn/caffe-fast-rcnn/build# make -j20 && make pycaffe
[ 0%] Running C++/Python protocol buffer compiler on /opt/py-faster-rcnn/caffe-fast-rcnn/src/caffe/proto/caffe.proto
Scanning dependencies of target proto
[ 1%] Building CXX object src/caffe/CMakeFiles/proto.dir///include/caffe/proto/caffe.pb.cc.o
[ 1%] Linking CXX static library …/…/lib/libproto.a
[ 1%] Built target proto
[ 2%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/util/cuda_compile_generated_im2col.cu.o
[ 2%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/util/cuda_compile_generated_math_functions.cu.o
[ 2%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/solvers/cuda_compile_generated_rmsprop_solver.cu.o
[ 4%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_inner_product_layer.cu.o
[ 4%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_reduction_layer.cu.o
[ 4%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_detection_output_layer.cu.o
[ 4%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_power_layer.cu.o
[ 5%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_deconv_layer.cu.o
[ 5%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_slice_layer.cu.o
[ 5%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_permute_layer.cu.o
[ 8%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_prelu_layer.cu.o
[ 8%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_concat_layer.cu.o
[ 8%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/util/cuda_compile_generated_bbox_util.cu.o
[ 8%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_normalize_layer.cu.o
[ 8%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_lstm_unit_layer.cu.o
[ 8%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_cudnn_softmax_layer.cu.o
[ 9%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_cudnn_sigmoid_layer.cu.o
[ 9%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_eltwise_layer.cu.o
[ 10%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_recurrent_layer.cu.o
[ 10%] Building NVCC (Device) object src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_crop_layer.cu.o
nvcc fatal : Unsupported gpu architecture ‘compute_86’
CMake Error at cuda_compile_generated_detection_output_layer.cu.o.cmake:207 (message):
Error generating
/opt/py-faster-rcnn/caffe-fast-rcnn/build/src/caffe/CMakeFiles/cuda_compile.dir/layers/./cuda_compile_generated_detection_output_layer.cu.o

nvcc fatal : Unsupported gpu architecture ‘compute_86’
CMake Error at cuda_compile_generated_inner_product_layer.cu.o.cmake:207 (message):
Error generating
/opt/py-faster-rcnn/caffe-fast-rcnn/build/src/caffe/CMakeFiles/cuda_compile.dir/layers/./cuda_compile_generated_inner_product_layer.cu.o

nvcc fatal : Unsupported gpu architecture ‘compute_86’
CMake Error at cuda_compile_generated_rmsprop_solver.cu.o.cmake:207 (message):
Error generating
/opt/py-faster-rcnn/caffe-fast-rcnn/build/src/caffe/CMakeFiles/cuda_compile.dir/solvers/./cuda_compile_generated_rmsprop_solver.cu.o

src/caffe/CMakeFiles/caffe.dir/build.make:98: recipe for target ‘src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_detection_output_layer.cu.o’ failed
make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_detection_output_layer.cu.o] Error 1
make[2]: *** Waiting for unfinished jobs…
nvcc fatal : Unsupported gpu architecture ‘compute_86’
nvcc fatal : Unsupported gpu architecture ‘compute_86’
nvcc fatal : Unsupported gpu architecture ‘compute_86’
nvcc fatal : Unsupported gpu architecture ‘compute_86’
CMake Error at cuda_compile_generated_im2col.cu.o.cmake:207 (message):
Error generating
/opt/py-faster-rcnn/caffe-fast-rcnn/build/src/caffe/CMakeFiles/cuda_compile.dir/util/./cuda_compile_generated_im2col.cu.o

src/caffe/CMakeFiles/caffe.dir/build.make:189: recipe for target ‘src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_inner_product_layer.cu.o’ failed
make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_inner_product_layer.cu.o] Error 1
CMake Error at cuda_compile_generated_power_layer.cu.o.cmake:207 (message):
Error generating
/opt/py-faster-rcnn/caffe-fast-rcnn/build/src/caffe/CMakeFiles/cuda_compile.dir/layers/./cuda_compile_generated_power_layer.cu.o

CMake Error at cuda_compile_generated_reduction_layer.cu.o.cmake:207 (message):
Error generating
/opt/py-faster-rcnn/caffe-fast-rcnn/build/src/caffe/CMakeFiles/cuda_compile.dir/layers/./cuda_compile_generated_reduction_layer.cu.o

CMake Error at cuda_compile_generated_math_functions.cu.o.cmake:207 (message):
Error generating
/opt/py-faster-rcnn/caffe-fast-rcnn/build/src/caffe/CMakeFiles/cuda_compile.dir/util/./cuda_compile_generated_math_functions.cu.o

src/caffe/CMakeFiles/caffe.dir/build.make:511: recipe for target ‘src/caffe/CMakeFiles/cuda_compile.dir/solvers/cuda_compile_generated_rmsprop_solver.cu.o’ failed
make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/solvers/cuda_compile_generated_rmsprop_solver.cu.o] Error 1
nvcc fatal : Unsupported gpu architecture ‘compute_86’
nvcc fatal : Unsupported gpu architecture ‘compute_86’
CMake Error at cuda_compile_generated_slice_layer.cu.o.cmake:207 (message):
Error generating
/opt/py-faster-rcnn/caffe-fast-rcnn/build/src/caffe/CMakeFiles/cuda_compile.dir/layers/./cuda_compile_generated_slice_layer.cu.o

CMake Error at cuda_compile_generated_deconv_layer.cu.o.cmake:207 (message):
Error generating
/opt/py-faster-rcnn/caffe-fast-rcnn/build/src/caffe/CMakeFiles/cuda_compile.dir/layers/./cuda_compile_generated_deconv_layer.cu.o

src/caffe/CMakeFiles/caffe.dir/build.make:140: recipe for target ‘src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_power_layer.cu.o’ failed
make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_power_layer.cu.o] Error 1
src/caffe/CMakeFiles/caffe.dir/build.make:70: recipe for target ‘src/caffe/CMakeFiles/cuda_compile.dir/util/cuda_compile_generated_math_functions.cu.o’ failed
make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/util/cuda_compile_generated_math_functions.cu.o] Error 1
src/caffe/CMakeFiles/caffe.dir/build.make:63: recipe for target ‘src/caffe/CMakeFiles/cuda_compile.dir/util/cuda_compile_generated_im2col.cu.o’ failed
make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/util/cuda_compile_generated_im2col.cu.o] Error 1
src/caffe/CMakeFiles/caffe.dir/build.make:91: recipe for target ‘src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_reduction_layer.cu.o’ failed
make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_reduction_layer.cu.o] Error 1
nvcc fatal : Unsupported gpu architecture ‘compute_86’
nvcc fatal : Unsupported gpu architecture ‘compute_86’
nvcc fatal : Unsupported gpu architecture ‘compute_86’
CMake Error at cuda_compile_generated_permute_layer.cu.o.cmake:207 (message):
Error generating
/opt/py-faster-rcnn/caffe-fast-rcnn/build/src/caffe/CMakeFiles/cuda_compile.dir/layers/./cuda_compile_generated_permute_layer.cu.o

CMake Error at cuda_compile_generated_prelu_layer.cu.o.cmake:207 (message):
Error generating
/opt/py-faster-rcnn/caffe-fast-rcnn/build/src/caffe/CMakeFiles/cuda_compile.dir/layers/./cuda_compile_generated_prelu_layer.cu.o

CMake Error at cuda_compile_generated_concat_layer.cu.o.cmake:207 (message):
Error generating
/opt/py-faster-rcnn/caffe-fast-rcnn/build/src/caffe/CMakeFiles/cuda_compile.dir/layers/./cuda_compile_generated_concat_layer.cu.o

nvcc fatal : Unsupported gpu architecture ‘compute_86’
src/caffe/CMakeFiles/caffe.dir/build.make:161: recipe for target ‘src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_slice_layer.cu.o’ failed
make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_slice_layer.cu.o] Error 1
src/caffe/CMakeFiles/caffe.dir/build.make:105: recipe for target ‘src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_deconv_layer.cu.o’ failed
make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_deconv_layer.cu.o] Error 1
nvcc fatal : Unsupported gpu architecture ‘compute_86’
CMake Error at cuda_compile_generated_eltwise_layer.cu.o.cmake:207 (message):
Error generating
/opt/py-faster-rcnn/caffe-fast-rcnn/build/src/caffe/CMakeFiles/cuda_compile.dir/layers/./cuda_compile_generated_eltwise_layer.cu.o

CMake Error at cuda_compile_generated_bbox_util.cu.o.cmake:207 (message):
Error generating
/opt/py-faster-rcnn/caffe-fast-rcnn/build/src/caffe/CMakeFiles/cuda_compile.dir/util/./cuda_compile_generated_bbox_util.cu.o

src/caffe/CMakeFiles/caffe.dir/build.make:147: recipe for target ‘src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_prelu_layer.cu.o’ failed
make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_prelu_layer.cu.o] Error 1
src/caffe/CMakeFiles/caffe.dir/build.make:154: recipe for target ‘src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_permute_layer.cu.o’ failed
make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_permute_layer.cu.o] Error 1
src/caffe/CMakeFiles/caffe.dir/build.make:84: recipe for target ‘src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_concat_layer.cu.o’ failed
make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_concat_layer.cu.o] Error 1
nvcc fatal : Unsupported gpu architecture ‘compute_86’
CMake Error at cuda_compile_generated_lstm_unit_layer.cu.o.cmake:207 (message):
Error generating
/opt/py-faster-rcnn/caffe-fast-rcnn/build/src/caffe/CMakeFiles/cuda_compile.dir/layers/./cuda_compile_generated_lstm_unit_layer.cu.o

src/caffe/CMakeFiles/caffe.dir/build.make:119: recipe for target ‘src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_eltwise_layer.cu.o’ failed
make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_eltwise_layer.cu.o] Error 1
nvcc fatal : Unsupported gpu architecture ‘compute_86’
src/caffe/CMakeFiles/caffe.dir/build.make:77: recipe for target ‘src/caffe/CMakeFiles/cuda_compile.dir/util/cuda_compile_generated_bbox_util.cu.o’ failed
make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/util/cuda_compile_generated_bbox_util.cu.o] Error 1
CMake Error at cuda_compile_generated_normalize_layer.cu.o.cmake:207 (message):
Error generating
/opt/py-faster-rcnn/caffe-fast-rcnn/build/src/caffe/CMakeFiles/cuda_compile.dir/layers/./cuda_compile_generated_normalize_layer.cu.o

nvcc fatal : Unsupported gpu architecture ‘compute_86’
nvcc fatal : Unsupported gpu architecture ‘compute_86’
CMake Error at cuda_compile_generated_crop_layer.cu.o.cmake:207 (message):
Error generating
/opt/py-faster-rcnn/caffe-fast-rcnn/build/src/caffe/CMakeFiles/cuda_compile.dir/layers/./cuda_compile_generated_crop_layer.cu.o

CMake Error at cuda_compile_generated_recurrent_layer.cu.o.cmake:207 (message):
Error generating
/opt/py-faster-rcnn/caffe-fast-rcnn/build/src/caffe/CMakeFiles/cuda_compile.dir/layers/./cuda_compile_generated_recurrent_layer.cu.o

nvcc fatal : Unsupported gpu architecture ‘compute_86’
src/caffe/CMakeFiles/caffe.dir/build.make:175: recipe for target ‘src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_lstm_unit_layer.cu.o’ failed
make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_lstm_unit_layer.cu.o] Error 1
CMake Error at cuda_compile_generated_cudnn_softmax_layer.cu.o.cmake:207 (message):
Error generating
/opt/py-faster-rcnn/caffe-fast-rcnn/build/src/caffe/CMakeFiles/cuda_compile.dir/layers/./cuda_compile_generated_cudnn_softmax_layer.cu.o

nvcc fatal : Unsupported gpu architecture ‘compute_86’
CMake Error at cuda_compile_generated_cudnn_sigmoid_layer.cu.o.cmake:207 (message):
Error generating
/opt/py-faster-rcnn/caffe-fast-rcnn/build/src/caffe/CMakeFiles/cuda_compile.dir/layers/./cuda_compile_generated_cudnn_sigmoid_layer.cu.o

src/caffe/CMakeFiles/caffe.dir/build.make:112: recipe for target ‘src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_normalize_layer.cu.o’ failed
make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_normalize_layer.cu.o] Error 1
src/caffe/CMakeFiles/caffe.dir/build.make:133: recipe for target ‘src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_cudnn_softmax_layer.cu.o’ failed
make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_cudnn_softmax_layer.cu.o] Error 1
src/caffe/CMakeFiles/caffe.dir/build.make:182: recipe for target ‘src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_recurrent_layer.cu.o’ failed
make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_recurrent_layer.cu.o] Error 1
src/caffe/CMakeFiles/caffe.dir/build.make:168: recipe for target ‘src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_crop_layer.cu.o’ failed
make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_crop_layer.cu.o] Error 1
src/caffe/CMakeFiles/caffe.dir/build.make:126: recipe for target ‘src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_cudnn_sigmoid_layer.cu.o’ failed
make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/layers/cuda_compile_generated_cudnn_sigmoid_layer.cu.o] Error 1
CMakeFiles/Makefile2:272: recipe for target ‘src/caffe/CMakeFiles/caffe.dir/all’ failed
make[1]: *** [src/caffe/CMakeFiles/caffe.dir/all] Error 2
Makefile:127: recipe for target ‘all’ failed
make: *** [all] Er

1 Like

Same Error, Any Solution?

Hi @pavankumarsharma995 ,
This forum talks about issues related to Tensorrt,
However which CUDA version are you using?
Maybe you need to build only for lower SMs for existing cuda version.
If the issue persist, you may reach out to CUDA Forum.

Thanks