Rust Burn Library for Deep learning

Innovation in the fields of deep learning and machine learning. Pursuit of excellence is not a static domain and the tools we use determine the course of tomorrow. A new player known as Rust Burn. In this blog will learn about Rust burn and its installation in detail.

Table of content:

• RustBurn
• Key features
• Installing Rust in Windows 
• Installing Rust in linux / Ubuntu

Rust Burn

Rust Burn is a brand new, completely rust-written deep learning framework. The main reason for setting up a completely fresh framework other than ones such as PyTorch and TensorFlow is developing something that accommodates not just the researchers but also the ML engineers and the low-level computer programmers.
These fundamental design features in Rust Burn include flexibility, speed of operations, user-friendliness, among others.
This flexibility is characterized by adaptability in carrying out modern scientific thinking/experimentation.
On the other hand, optimal performance can be obtained by exploiting device specific features like tensor cores on NVIDIA cards.
Simplicity of user engagement is attributed to ease of training deployment and model run.

Key Features:

• Flexible and dynamic computational graph
• Thread-safe data structures
• Simplified development process using intuitive abstractions
• Superior speed during training and inferencing.
• A multi-implementation backend, as well as a multithreaded CPU and GPU.
• Complete logs, metrics and checkpointing during training.
• Small but active developer community

Installing Rust in Windows:

Step No: 1

Click this link https://www.rust-lang.org/tools/install and download the Rust Installer.

Step No: 2

Run the downloaded setup.

Step No: 3

Here you will see 3 options. Press “2” and hit enter to do manually.

Step No: 4

Enter “Y” and hit enter. It will create path on your system.

Step No: 5

Here you will see 3 options. Press “1” and hit enter to install with defaults. It will take few minutes.

Rust is installed now.

Installing Rust in Linux/ Ubuntu:

Step No: 1

Use the below command in terminal.

curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh

Step No: 2

Here you will see 3 options. Press “1” and hit enter to install with defaults. It will take few minutes.

Rust is installed now.