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Resources software - Deep Learning
| Name | Version | Description | Topic | Availability | Target user |
|---|---|---|---|---|---|
| Caffe | intel-multinode-1.0.0 |
This fork of BVLC/Caffe is dedicated to improving performance of this deep learning framework when running on CPU, in particular Intel® Xeon processors (HSW+) and Intel Xeon Phi processors. This module contains Intel/Caffe with MLSL support for multi-node training/inference. |
Deep Learning | MARCONI | all |
| Cineca-ai | 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 | all |
| Cudnn | 8.4.0.27 (LEONARDO) |
NVIDIA cuDNN is a GPU-accelerated library of primitives for deep neural networks |
Deep Learning | LEONARDO | all |
| FFmpeg | 4.1.4 (MARCONI) |
Collection of libraries and tools to process multimedia contents |
Deep Learning, Production Environment | MARCONI | all |
| Ninja | 1.11.1 |
Ninja is a small build system with a focus on speed. |
Deep Learning | LEONARDO | all |
| Opencv | 3.2.0 |
OpenCV (Open Source Computer Vision Library) is an open source computer vision and machine learning software library. |
Deep Learning, Visualisation | MARCONI | all |
| Protobuf | 3.2.0 (MARCONI) |
Protocol Buffers - Google's data interchange format |
Deep Learning | MARCONI | all |
| Pytorch | 1.1.0 (MARCONI) |
PyTorch is an open source machine learning library |
Deep Learning, Maths Libraries | MARCONI | all |
| SciPy | 1.2.2 (MARCONI) |
SciPy (pronounced “Sigh Pie”) is open-source software for mathematics, science, and engineering. |
Deep Learning, Maths Libraries, Quantum Computing | MARCONI | all |
| TensorFlow | 1.10.0 (MARCONI) |
TensorFlow is an open-source library of software for dataflow and differential programing for various tasks. |
Deep Learning | MARCONI | all |