EnglishFrenchSpanish

OnWorks favicon

Opacus download for Linux

Free download Opacus Linux app to run online in Ubuntu online, Fedora online or Debian online

This is the Linux app named Opacus whose latest release can be downloaded as Opacusv1.4.0.zip. It can be run online in the free hosting provider OnWorks for workstations.

Download and run online this app named Opacus with OnWorks for free.

Follow these instructions in order to run this app:

- 1. Downloaded this application in your PC.

- 2. Enter in our file manager https://www.onworks.net/myfiles.php?username=XXXXX with the username that you want.

- 3. Upload this application in such filemanager.

- 4. Start the OnWorks Linux online or Windows online emulator or MACOS online emulator from this website.

- 5. From the OnWorks Linux OS you have just started, goto our file manager https://www.onworks.net/myfiles.php?username=XXXXX with the username that you want.

- 6. Download the application, install it and run it.

SCREENSHOTS

Ad


Opacus


DESCRIPTION

Opacus is a library that enables training PyTorch models with differential privacy. It supports training with minimal code changes required on the client, has little impact on training performance, and allows the client to online track the privacy budget expended at any given moment. Vectorized per-sample gradient computation that is 10x faster than micro batching. Supports most types of PyTorch models and can be used with minimal modification to the original neural network. Open source, modular API for differential privacy research. Everyone is welcome to contribute. ML practitioners will find this to be a gentle introduction to training a model with differential privacy as it requires minimal code changes. Differential Privacy researchers will find this easy to experiment and tinker with, allowing them to focus on what matters.



Features

  • Differential Privacy researchers will find this easy to experiment and tinker with
  • Train your model with differential privacy
  • The MNIST example shows an end-to-end run using Opacus
  • Opacus 1.0 introduced many improvements to the library
  • This code is released under Apache 2.0
  • ML practitioners will find this to be a gentle introduction to training a model with differential privacy


Programming Language

Python


Categories

Machine Learning, Neural Network Libraries

This is an application that can also be fetched from https://sourceforge.net/projects/opacus.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.


Free Servers & Workstations

Download Windows & Linux apps

Programming Without Coding Technology
Programming Without Coding Technology
PWCT is not a Wizard for creating your
application in 1 2 3 steps. PWCT is a
general-purpose visual programming
language designed for novice and expert
program...
Download Programming Without Coding Technology
  • 3
    unitedrpms
    unitedrpms
    Join us in Gitter!
    https://gitter.im/unitedrpms-people/Lobby
    Enable the URPMS repository in your
    system -
    https://github.com/UnitedRPMs/unitedrpms.github.io/bl...
    Download unitedrpms
  • 4
    Windows Directory Statistics
    Windows Directory Statistics
    WinDirStat (Windows Directory
    Statistics) is a disk usage statistics
    viewer and cleanup tool for Windows. On
    start up, WinDirStat reads the whole
    directory tree...
    Download Windows Directory Statistics
  • 5
    DS4Windows
    DS4Windows
    DS4Window is an open-source program
    that will allow someone to get the
    experience of using a Playstation 4
    DualShock Controller on a PC by
    emulating a Xbox 360...
    Download DS4Windows
  • 6
    TDM-GCC MinGW Compiler
    TDM-GCC MinGW Compiler
    The most recent stable releases from the
    GCC compiler project, for 32-bit and
    64-bit Windows, cleverly disguised with
    a real installer & updater.
    Features:G...
    Download TDM-GCC MinGW Compiler
  • da...
    Download GeoServer
  • More »
  • Linux commands

    Ad