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Resources software - Deep Learning
| Name | Version | Description | Topic | Availability | Target user |
|---|---|---|---|---|---|
| Bazel | 5.2.0 |
Bazel is a free software tool that allows for the automation of building and testing of software. |
Deep Learning | MARCONI100 | all |
| Cineca-ai | 2.1.0 (M100) 2.02 (G100) |
The bulk of the package is based on OpenCE dedicated to AI which includes (for example) Tensorflow, Pytorch, XGBoost, and other related packages and dependencies. |
Deep Learning | GALILEO100, MARCONI100 | all |
| Cudnn | 8.0.4 |
NVIDIA cuDNN is a GPU-accelerated library of primitives for deep neural networks |
Deep Learning | MARCONI100 | all |
| Dali | 0.27.0 (M100) |
DALI (R), the NVIDIA (R) Data Loading Library |
Deep Learning | MARCONI100 | all |
| DeePMD | 2.0 (M100) 2018 (MARCONI) |
DeePMD-kit, a package written in Python/C++ that has been designed to minimize the effort required to build deep learning based representation of potential energy and force field and to perform molecular dynamics. |
Chemistry, Deep Learning, Life Science, Physics | MARCONI100 | all |
| Detectron2 | 0.2.1 |
Detectron2 is Facebook AI Research's next generation software system that implements state-of-the-art object detection algorithms. |
Deep Learning | MARCONI100 | all |
| Dlib | 19.20 |
Dlib is a modern C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real world problems. |
Deep Learning | MARCONI100 | all |
| Epic-Kitchens | 100 |
EPIC-KITCHEN-100 dataset |
Deep Learning | MARCONI100 | all |
| FFmpeg | 4.1.4 (MARCONI) 4.1.4 (M100) |
Collection of libraries and tools to process multimedia contents |
Deep Learning, Production Environment | MARCONI, MARCONI100 | all |
| Go | 1.17.3 |
Go is an open source programming language supported by Google |
Deep Learning | MARCONI100 | all |
| Habitat | 0.1.6 |
A platform for research in embodied artificial intelligence |
Deep Learning | MARCONI100 | all |
| Horovod | 0.20.0 |
Horovod is a distributed deep learning training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. The goal of Horovod is to make distributed deep learning fast and easy to use. |
Deep Learning | MARCONI100 | all |
| ImageNet | 2012 |
ImageNet ILSVRC 2012 dataset |
Deep Learning | MARCONI100 | all |
| Jaxlib | 0.1.55 |
Jaxlib with CUDA support |
Deep Learning | MARCONI100 | all |
| Jupyter | 1.0.0 (M100) |
The Jupyter notebook is a web-based notebook environment for interactive computing. |
Deep Learning | MARCONI100 | all |
| Kinetics | 700 |
Kinetics700 dataset |
Deep Learning | MARCONI100 | all |
| Llvmlite | 0.34.0 (M100) |
A lightweight LLVM python binding for writing JIT compilers. |
Deep Learning | MARCONI100 | all |
| Ninja | 1.10.1 |
Ninja is a small build system with a focus on speed. |
Deep Learning | MARCONI100 | all |
| Nni | 1.8 |
NNI (Neural Network Intelligence) is a lightweight but powerful toolkit to help users automate Feature Engineering, Neural Architecture Search, Hyperparameter Tuning and Model Compression. |
Deep Learning | MARCONI100 | all |
| Opencv | 4.3.0--gnu--8.4.0 (M100) 3.2.0 (MARCONI) |
OpenCV (Open Source Computer Vision Library) is an open source computer vision and machine learning software library. |
Deep Learning, Visualisation | MARCONI, MARCONI100 | all |
| Protobuf | 3.11.1 (M100) 3.2.0 (MARCONI) |
Protocol Buffers - Google's data interchange format |
Deep Learning | MARCONI, MARCONI100 | all |
| Py-Spy | 0.3.3 |
py-spy is a sampling profiler for Python programs |
Deep Learning | MARCONI100 | all |
| Pytorch | 1.7 (M100) 1.1.0--python--3.6.4 (MARCONI) |
PyTorch is an open source machine learning library |
Deep Learning, Maths Libraries | MARCONI, MARCONI100 | all |
| Ray | 1.2.0 |
Ray provides a simple, universal API for building distributed applications. |
Deep Learning | MARCONI100 | all |
| SciPy | 1.5.1 (M100) 1.2.2 (MARCONI) |
SciPy (pronounced “Sigh Pie”) is open-source software for mathematics, science, and engineering. |
Deep Learning, Maths Libraries, Quantum Computing | MARCONI, MARCONI100 | all |
| TensorFlow | 2.3.0 (M100) 1.10.0 (MARCONI) |
TensorFlow is an open-source library of software for dataflow and differential programing for various tasks. |
Deep Learning | MARCONI, MARCONI100 | all |
| WMLCE | 1.7.0 |
IBM Watson Machin Learning and Deep Learning Framework |
Deep Learning | MARCONI100 | all |