NathanielRose
commented
5 years ago @yradsmikham Nice! A few things:
- Can you provide instructions for users to check if they have GPU enabled in the Enabling GPU Device section
- Issues with nvidia-docker on my machine. Any thoughts on how to fix?
adminrose@foxds:~/fox/foxAudio/models/research/audioset$ sudo apt-get install nvidia-docker2 Reading package lists... Done Building dependency tree Reading state information... Done You might want to run 'apt-get -f install' to correct these: The following packages have unmet dependencies: cuda-libraries-dev-10-0 : Depends: cuda-nvgraph-dev-10-0 (>= 10.0.130) but it is not going to be installed cuda-toolkit-10-0 : Depends: cuda-samples-10-0 (>= 10.0.130) but it is not going to be installed Depends: cuda-documentation-10-0 (>= 10.0.130) but it is not going to be installed cuda-tools-10-0 : Depends: cuda-visual-tools-10-0 (>= 10.0.130) but it is not going to be installed nvidia-docker2 : Depends: nvidia-container-runtime (= 2.0.0+docker18.06.1-1) but 2.0.0+docker18.03.1-1 is to be installed Depends: docker-ce (= 18.06.1~ce~3-0~ubuntu) but 18.03.1~ce-0~ubuntu is to be installed or docker-ee (= 18.06.1~ee~3-0~ubuntu) but it is not installable E: Unmet dependencies. Try 'apt-get -f install' with no packages (or specify a solution). adminrose@foxds:~/fox/foxAudio/models/research/audioset$ apt-get -f install E: Could not open lock file /var/lib/dpkg/lock - open (13: Permission denied) E: Unable to lock the administration directory (/var/lib/dpkg/), are you root? adminrose@foxds:~/fox/foxAudio/models/research/audioset$ cd / adminrose@foxds:/$ apt-get -f install E: Could not open lock file /var/lib/dpkg/lock - open (13: Permission denied) E: Unable to lock the administration directory (/var/lib/dpkg/), are you root? adminrose@foxds:/$ sudo apt-get -f install Reading package lists... Done Building dependency tree Reading state information... Done Correcting dependencies... Done The following additional packages will be installed: cuda-documentation-10-0 cuda-nsight-compute-10-0 cuda-nvgraph-dev-10-0 cuda-samples-10-0 cuda-visual-tools-10-0 The following NEW packages will be installed: cuda-documentation-10-0 cuda-nsight-compute-10-0 cuda-nvgraph-dev-10-0 cuda-samples-10-0 cuda-visual-tools-10-0 0 upgraded, 5 newly installed, 0 to remove and 33 not upgraded. 52 not fully installed or removed. Need to get 0 B/728 MB of archives. After this operation, 1,544 MB of additional disk space will be used. Do you want to continue? [Y/n] y (Reading database ... 464297 files and directories currently installed.) Preparing to unpack .../cuda-nvgraph-dev-10-0_10.0.130-1_amd64.deb ... Unpacking cuda-nvgraph-dev-10-0 (10.0.130-1) ... dpkg: error processing archive /var/cache/apt/archives/cuda-nvgraph-dev-10-0_10.0.130-1_amd64.deb (--unpack): cannot copy extracted data for './usr/local/cuda-10.0/targets/x86_64-linux/lib/libnvgraph_static.a' to '/usr/local/cuda-10.0/targets/x86_64-linux/lib/libnvgraph_static.a.dpkg-new': failed to write (No space left on device) No apport report written because the error message indicates a disk full error dpkg-deb: error: subprocess paste was killed by signal (Broken pipe) Preparing to unpack .../cuda-nsight-compute-10-0_10.0.130-1_amd64.deb ... Unpacking cuda-nsight-compute-10-0 (10.0.130-1) ... dpkg: error processing archive /var/cache/apt/archives/cuda-nsight-compute-10-0_10.0.130-1_amd64.deb (--unpack): cannot copy extracted data for './usr/local/cuda-10.0/NsightCompute-1.0/target/linux-desktop-glibc_2_11_3-glx-x64/libnvperf_host.so' to '/usr/local/cuda-10.0/NsightCompute-1.0/target/linux-desktop-glibc_2_11_3-glx-x64/libnvperf_host.so.dpkg-new': failed to write (No space left on device) No apport report written because the error message indicates a disk full error dpkg-deb: error: subprocess paste was killed by signal (Broken pipe) Preparing to unpack .../cuda-visual-tools-10-0_10.0.130-1_amd64.deb ... Unpacking cuda-visual-tools-10-0 (10.0.130-1) ... dpkg: error processing archive /var/cache/apt/archives/cuda-visual-tools-10-0_10.0.130-1_amd64.deb (--unpack): cannot copy extracted data for './usr/local/cuda-10.0/libnvvp/plugins/org.eclipse.cdt.core_5.7.0.nvidia-qualifier.jar' to '/usr/local/cuda-10.0/libnvvp/plugins/org.eclipse.cdt.core_5.7.0.nvidia-qualifier.jar.dpkg-new': failed to write (No space left on device) No apport report written because the error message indicates a disk full error dpkg-deb: error: subprocess paste was killed by signal (Broken pipe) Preparing to unpack .../cuda-samples-10-0_10.0.130-1_amd64.deb ... Unpacking cuda-samples-10-0 (10.0.130-1) ... dpkg: error processing archive /var/cache/apt/archives/cuda-samples-10-0_10.0.130-1_amd64.deb (--unpack): cannot copy extracted data for './usr/local/cuda-10.0/samples/3_Imaging/bicubicTexture/data/4_catmull-rom.ppm' to '/usr/local/cuda-10.0/samples/3_Imaging/bicubicTexture/data/4_catmull-rom.ppm.dpkg-new': failed to write (No space left on device) No apport report written because MaxReports is reached already dpkg-deb: error: subprocess paste was killed by signal (Broken pipe) Preparing to unpack .../cuda-documentation-10-0_10.0.130-1_amd64.deb ... Unpacking cuda-documentation-10-0 (10.0.130-1) ... dpkg: error processing archive /var/cache/apt/archives/cuda-documentation-10-0_10.0.130-1_amd64.deb (--unpack): cannot copy extracted data for './usr/local/cuda-10.0/doc/html/npp/group__image__sub.html' to '/usr/local/cuda-10.0/doc/html/npp/group__image__sub.html.dpkg-new': failed to write (No space left on device) No apport report written because MaxReports is reached already dpkg-deb: error: subprocess paste was killed by signal (Broken pipe) Errors were encountered while processing: /var/cache/apt/archives/cuda-nvgraph-dev-10-0_10.0.130-1_amd64.deb /var/cache/apt/archives/cuda-nsight-compute-10-0_10.0.130-1_amd64.deb /var/cache/apt/archives/cuda-visual-tools-10-0_10.0.130-1_amd64.deb /var/cache/apt/archives/cuda-samples-10-0_10.0.130-1_amd64.deb /var/cache/apt/archives/cuda-documentation-10-0_10.0.130-1_amd64.deb E: Sub-process /usr/bin/dpkg returned an error code (1) adminrose@foxds:/$ sudo apt-get install nvidia-docker2 Reading package lists... Done Building dependency tree Reading state information... Done You might want to run 'apt-get -f install' to correct these: The following packages have unmet dependencies: cuda-libraries-dev-10-0 : Depends: cuda-nvgraph-dev-10-0 (>= 10.0.130) but it is not going to be installed cuda-toolkit-10-0 : Depends: cuda-samples-10-0 (>= 10.0.130) but it is not going to be installed Depends: cuda-documentation-10-0 (>= 10.0.130) but it is not going to be installed cuda-tools-10-0 : Depends: cuda-visual-tools-10-0 (>= 10.0.130) but it is not going to be installed nvidia-docker2 : Depends: nvidia-container-runtime (= 2.0.0+docker18.06.1-1) but 2.0.0+docker18.03.1-1 is to be installed Depends: docker-ce (= 18.06.1~ce~3-0~ubuntu) but 18.03.1~ce-0~ubuntu is to be installed or docker-ee (= 18.06.1~ee~3-0~ubuntu) but it is not installable E: Unmet dependencies. Try 'apt-get -f install' with no packages (or specify a solution). adminrose@foxds:/$ nvidia-docker run --rm nvidia/cuda nvidia-smi docker: Got permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Post http://%2Fvar%2Frun%2Fdocker.sock/v1.37/containers/create: dial unix /var/run/docker.sock: connect: permission denied. See 'docker run --help'. adminrose@foxds:/$ sudo nvidia-docker run --rm nvidia/cuda nvidia-smi Unable to find image 'nvidia/cuda:latest' locally latest: Pulling from nvidia/cuda 124c757242f8: Pull complete 9d866f8bde2a: Pull complete fa3f2f277e67: Pull complete 398d32b153e8: Pull complete afde35469481: Pull complete 2daa37007a29: Pull complete 5499acc0a3fa: Pull complete 3510706284f2: Pull complete c7aca7b79a5d: Pull complete Digest: sha256:ccd45db16ba6c3236cedde93120d16cd12163e95f337450414ecd022b489ac84 Status: Downloaded newer image for nvidia/cuda:latest docker: Error response from daemon: OCI runtime create failed: container_linux.go:348: starting container process caused "process_linux.go:402: container init caused \"process_linux.go:385: running prestart hook 1 caused \\\"error running hook: exit status 1, stdout: , stderr: exec command: [/usr/bin/nvidia-container-cli --load-kmods configure --ldconfig=@/sbin/ldconfig.real --device=all --compute --utility --require=cuda>=10.0 brand=tesla,driver>=384,driver<385 --pid=14295 /data/docker/overlay2/f103649803b8b89b7934bfa969c004e5c67374ed60d00b3951cf116f0f8881f0/merged]\\\\nnvidia-container-cli: initialization error: driver error: failed to process request\\\\n\\\"\"": unknown. - You switched the name from audiodetection.md to readme.md
- Command 47 in your jupyter notebook has the output
/bin/sh: 1: nvidia-docker: not foundis the the right output? - At the end of the Jupyter notebook can you add cells to include eval.y and inference.py with a test wav file?
yradsmikham
Refined and added Jupyter notebook (v1) Included Enabling GPU Device in Readme Added .gitignore