unsupported GPU architecture for the docker build of SSD

[lu...@aidrivers.ai]

I am unable to build the gpu docker of SSD, as it appears on github: https://github.com/weiliu89/caffe/blob/ssd/docker/standalone/gpu/Dockerfile

My host platform is ubuntu 16.04, Quadro M1000M, Nvidia driver Quadro M1000M , nvidia-docker2

GPU passthrough works fine with other recent builds I've done (eg. YOLO)

Advice on how to get a working SSD in a docker would be very much appreciated

Luke

The very end of the output from "docker build -t caffe:gpu ." for completeness most of the ouput is attached (it overflowed my bash buffer so not all!) is attached.

Luke

nvcc fatal   : Unsupported gpu architecture 'compute_60'
CMake Error at cuda_compile_generated_nesterov_solver.cu.o.cmake:206 (message):
  Error generating
  /opt/caffe/build/src/caffe/CMakeFiles/cuda_compile.dir/solvers/./cuda_compile_generated_nesterov_solver.cu.o


make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/solvers/./cuda_compile_generated_nesterov_solver.cu.o] Error 1
make[2]: *** Waiting for unfinished jobs....
nvcc fatal   : Unsupported gpu architecture 'compute_60'
CMake Error at cuda_compile_generated_math_functions.cu.o.cmake:206 (message):
  Error generating
  /opt/caffe/build/src/caffe/CMakeFiles/cuda_compile.dir/util/./cuda_compile_generated_math_functions.cu.o


nvcc fatal   : Unsupported gpu architecture 'compute_60'
nvcc fatal   : Unsupported gpu architecture 'compute_60'
CMake Error at cuda_compile_generated_adam_solver.cu.o.cmake:206 (message):
  Error generating
  /opt/caffe/build/src/caffe/CMakeFiles/cuda_compile.dir/solvers/./cuda_compile_generated_adam_solver.cu.o


CMake Error at cuda_compile_generated_sgd_solver.cu.o.cmake:206 (message):
  Error generating
  /opt/caffe/build/src/caffe/CMakeFiles/cuda_compile.dir/solvers/./cuda_compile_generated_sgd_solver.cu.o


make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/util/./cuda_compile_generated_math_functions.cu.o] Error 1
make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/solvers/./cuda_compile_generated_adam_solver.cu.o] Error 1
make[2]: *** [src/caffe/CMakeFiles/cuda_compile.dir/solvers/./cuda_compile_generated_sgd_solver.cu.o] Error 1
make[1]: *** [src/caffe/CMakeFiles/caffe.dir/all] Error 2
make: *** [all] Error 2
The command '/bin/sh -c git clone -b ${CLONE_TAG} --depth 1 https://github.com/BVLC/caffe.git . &&     for req in $(cat python/requirements.txt) pydot; do pip install $req; done &&     mkdir build && cd build &&     cmake -DUSE_CUDNN=1 .. &&     make -j"$(nproc)"' returned a non-zero code: 2

[Dennis Mungai]

Hey, 

Can you show us the output of:

nvcc --version

From your environment? 

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[Luke Taylor]

From my Host:

$ nvcc --version
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2018 NVIDIA Corporation
Built on Sat_Aug_25_21:08:01_CDT_2018
Cuda compilation tools, release 10.0, V10.0.130
$ nvidia-smi
Tue Nov 27 14:38:02 2018      
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 410.48                 Driver Version: 410.48                    |
|-------------------------------+----------------------+----------------------+
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|===============================+======================+======================|
|   0  Quadro M1000M       Off  | 00000000:01:00.0 Off |                  N/A |
| N/A   38C    P0    N/A /  N/A |    367MiB /  2004MiB |      0%      Default |
+-------------------------------+----------------------+----------------------+

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[Dennis Mungai]

You should be building this: https://github.com/BVLC/caffe/blob/master/docker/gpu/Dockerfile

See the docker manifests. 

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