HPC Nvidia A100 – List of software currently installed

Sl No Software Version Description
1 nvcr.io/nvidia/tensorflow            22.11-tf2-py3 An end-to-end open source machine learning platform for everyone
2 nvcr.io/nvidia/pytorch               22.11-py3 PyTorch is a fully featured framework for building deep learning models
3 nvcr.io/nvidia/pytorch               24.04-py3 PyTorch is a fully featured framework for building deep learning models
4 nvcr.io/nvidia/mxnet                 22.11-py3 MXNet is an open-source deep learning framework that allows you to define, train, and deploy deep neural networks on a wide array of devices, from cloud infrastructure to mobile devices
5 nvcr.io/partners/matlab r2022b The MATLAB programming platform is used to design, develop, and analyse systems and products
6 nvcr.io/hpc/lammps                   29Sep2021 LAMMPS – a flexible simulation tool for particle-based materials modelling at the atomic, meso, and continuum scales
7 cfdengine/openfoam                   latest OpenFOAM stands for Open source Field Operation And Manipulation. It is used in academia and industry to solve a wide variety of computational problems
8 jrottenberg/ffmpeg                   latest FFmpeg is a free and open-source software project consisting of a suite of libraries and programs for handling video, audio, and other multimedia files and streams. At its core is the command-line ffmpeg tool itself, designed for processing video and audio files. It is widely used for format transcoding, basic editing (trimming and concatenation), video scaling, video post-production effects, and standards compliance (SMPTE, ITU).
9 nvcr.io/nvidia/theano                18.08 Theano is a Python library that allows us to evaluate mathematical operations, including multi-dimensional arrays, efficiently. It is mostly used in building Deep Learning Projects. Theano works way faster on the Graphics Processing Unit (GPU) rather than on the CPU.
10 jupyter/datascience-notebook         latest Jupyter Notebook is an incredibly powerful tool for interactively developing and presenting data science projects
11 jupyter/base-notebook                Latest Jupyter Notebook is an incredibly powerful tool for interactively developing and presenting data science projects
12 nvidia/cuda                          11.8.0-cudnn8-devel-ubuntu20.04 CUDA® is a parallel computing platform and programming model developed by NVIDIA for general computing on graphical processing units (GPUs). With CUDA, developers are able to dramatically speed up computing applications by harnessing the power of GPUs.
13 nvidia/cuda                          11.3.1-cudnn8-runtime-ubuntu20.04 CUDA® is a parallel computing platform and programming model developed by NVIDIA for general computing on graphical processing units (GPUs). With CUDA, developers are able to dramatically speed up computing applications by harnessing the power of GPUs.
14 mathworks/matlab                     r2023b The MATLAB programming platform is used to design, develop, and analyse systems and products
15 ultralytics/yolov5                   latest YOLOv5 is a computer vision model that is used for object detection. It is an enhanced version of previous YOLO models and operates at a high inference speed, making it effective for real-time applications. It uses PyTorch for faster and more accurate deployment.
16 gnuoctave/octave                     latest GNU Octave is a scientific programming language for scientific computing and numerical computation. Octave helps in solving linear and nonlinear problems numerically, and for performing other numerical experiments using a language that is mostly compatible with MATLAB
17 nvcr.io/nvidia/cuquantum-appliance   24.08-arm64 The NVIDIA cuQuantum Appliance is a highly performant multi-GPU multi-node solution for quantum circuit simulation. It contains NVIDIA cuStateVec and cuTensorNet libraries, which optimise state vector and tensor network simulation, respectively
18 postgres                             latest PostgreSQL is a powerful, open-source object-relational database system
19 xilinx/vitis-ai-pytorch-gpu          3.5.0.001-1eed93cde Vitis AI is Xilinx’s development stack for AI inference on Xilinx hardware platforms, including both edge devices and Alveo cards.
20 xilinx/vitis-ai-gpu-pytorch-base     latest Vitis AI is Xilinx’s development stack for AI inference on Xilinx hardware platforms, including both edge devices and Alveo cards.
21 moby/buildkit                        buildx-stable-1 BuildKit is a concurrent, cache-efficient, and Dockerfile-agnostic builder toolkit.
22 nginx                                alpine nginx  is a web server that can also be used as a reverse proxy, load balancer, mail proxy and HTTP cache
23 nvidia/opencl                        latest Open Computing Language (OpenCL) is an open standard for writing code that runs across heterogeneous platforms including CPUs, GPUs, DSPs and etc. In particular OpenCL provides applications with an access to GPUs for non-graphical computing (GPGPU) that in some cases results in significant speed-up.
24 Red Hat 12,13,14,15,16 RedHat OS