Singularity images on Bridges

 

We have installed many of the NVIDIA GPU Cloud (NGC) containers as Singularity images on Bridges. These containers have been optimized for Volta and Pascal architectures by NVIDIA, including rigorous quality assurance.

These containers can all be found on Bridges under the directory /pylon5/containers/ e.g., /pylon5/containers/ngc/caffe. A link to further documentation is included below the table for each package when appropriate. The naming convention for most of these containers includes the year of the release as the first two digits and month as the next two, so release 18.10 was created in October 2018.

See also: 

 

More info: https://docs.nvidia.com/deeplearning/dgx/caffe-release-notes/index.html
Caffe version 0.17.1
Available in /pylon5/containers/ngc/caffe
Image namePython versionOther supported software
18.10-py2.simg 2.7
  • OpenMPI 2.0
  • TensorRT 5.0.0 RC
18.09-py2.simg 2.7
18.08-py2.simg 2.7
  • OpenMPI 2.0
18.07-py2.simg 2.7

 

More info: https://docs.nvidia.com/deeplearning/dgx/caffe2-release-notes/index.html
Caffe2 version 0.81
Available in /pylon5/containers/ngc/caffe2
Image namePython versionOther supported software
18.08-py3.simg 3.5
  • OpenMPI 1.10.3
18.08-py2.simg 2.7
18.07-py3.simg 3.5
18.07-py2.simg 2.7

 

More info: https://docs.nvidia.com/deeplearning/dgx/cntk-release-notes/index.html
Microsoft Cognitive Toolkit (formerly CNTK) version 2.5
Available in /pylon5/containers/ngc/cntk
Image namePython versionOther supported software

18.08.py3.simg

3.6

  • OpenMPI 3.0.0
18.07.py3.simg

 

More info: https://docs.nvidia.com/deeplearning/digits/index.html
DIGITS version 6.1.1
Available in /pylon5/containers/ngc/digits
Image namePython versionOther supported software
18.10.simg 2.7
  • NVCaffe 0.17.1
  • TensorFlow 1.10.0
  • TensorRT 5.0.0 RC
18.09.simg

 

Please note that the inferenceserver container is deprecated and will not be updated beyond 18.08.1. Starting with the 18.09 release, the TensorRT Inference Server is available in the tensorrtserver container.  See below.
More info: https://docs.nvidia.com/deeplearning/sdk/inference-release-notes
Inference Server
Available in /pylon5/containers/ngc/inferenceserver
Image namePython versionOther supported software
18.08.1-py3.simg  3.5  
18.08.1-py2.simg  2.7  
18.08-py3.simg  3.5
  • cuBLAS 9.0.425
  • cuDNN 7.2.1
  • NCCL 2.2.13
  • TensorRT 4.0.1
18.08-py2.simg  2.7

 

MATLAB
Available in /pylon5/containers/mdl
Image name matlab_r2019a.sif

 

More info: https://docs.nvidia.com/deeplearning/dgx/mxnet-release-notes/index.html
MXNet
Available in /pylon5/containers/ngc/mxnet
Image nameMXNet versionPython versionOther supported software
18.10-py3.simg 1.3.0 3.5
  • ONNX exporter 0.1
  • Amazon Labs Sockeye sequence-to-sequence framework 1.18.28
  • TensorRT 5.0.0 RC
  • DALI 0.4 Beta
18.09-py3.simg 1.3.0 3.5
  • ONNX exporter 0.1
  • Amazon Labs Sockeye sequence-to-sequence framework 1.18.28
  • TensorRT 5.0.0 RC
  • DALI 0.2 Beta
18-08.py2.simg 1.2.0 2.7
  • ONNX exporter 0.1
  • Amazon Labs Sockeye sequence-to-sequence framework 1.18.28
  • TensorRT 4.0.1
  • DALI 0.1.2 Beta
18.07-py2.simg 1.2.0 2.7
  • ONNX exporter 0.1
  • Amazon Labs Sockeye sequence-to-sequence framework 1.18.23
  • TensorRT 4.0.1
  • DALI 0.1.1 Beta

 

More info: https://docs.nvidia.com/deeplearning/dgx/pytorch-release-notes/index.html
PyTorch version 0.41+
Available in /pylon5/containers/ngc/pytorch
Image namePython versionOther supported software
18.10-py3.simg 3.6
  • Caffe2
  • APEx
  • DALI 0.4 Beta
  • Tensor Core Optimized Examples:
    • ResNet50 v1.5
    • GNMT v2
  • TensorRT 5.0.0 RC
18.09-py3.simg
  • Caffe2
  • APEx
  • DALI 0.2 Beta
  • Tensor Core Optimized Examples:
    • ResNet50 v1.5
    • GNMT v2
  • TensorRT 5.0.0 RC

 

More info: https://docs.nvidia.com/deeplearning/dgx/tensorflow-release-notes/index.html
Tensorflow version 1.10.0
Available in /pylon5/containers/ngc/tensorflow
Image namePython versionOther supported software
18.10-py3.simg 3.5
  • Horovod 0.13.10
  • OpenMPI 3.0.0
  • TensorBoard 1.10.0
  • MLNX_OFED 3.4
  • OpenSeq2Seq v18.10
  • TensorRT 5.0.0 RC
  • DALI 0.4 Beta
18.10-py2.simg 2.7
18.09-py3.simg 3.5
  • Horovod 0.13.10
  • OpenMPI 3.0.0
  • TensorBoard 1.10.0
  • MLNX_OFED 3.4
  • OpenSeq2Seq v18.09
  • TensorRT 5.0.0 RC
  • DALI 0.2 Beta
18.09-py2.simg 2.7

 

TensorRT version 5.0.0 RC
Available in /pylon5/containers/ngc/tensorrt
Image namePython versionOther supported software
18.10-py3.simg 3.6
18.10-py2.simg 2.7
18.09-py3.simg 3.6
18.09-p2.simg 2.7

 

More info: https://docs.nvidia.com/deeplearning/sdk/inference-release-notes/index.html
TensorRT Inference Server
Available in /pylon5/containers/ngc/tensorrtserver
Image nameTensorRT Inference Server versionPython versionOther supported software
18.10-py3.simg 0.7 Beta 3.5
18.09-py3.simg 0.6 Beta

 

More info: https://docs.nvidia.com/deeplearning/dgx/theano-release-notes/index.html
Theano version 1.02
Available in /pylon5/containers/ngc/theano
Image namePython versionOther supported software
18.08.simg

2.7

18.07.simg

 

More info: https://docs.nvidia.com/deeplearning/dgx/torch-release-notes/index.html
Torch version 7
Available in /pylon5/containers/ngc/torch
Image namePython versionOther supported software
18.08-py2.simg

2.7

18.07-py2.simg

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