Reactant.jl

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Reactant.jl DocsOptimizing Julia Functions with MLIR

Optimize Julia Functions With MLIR and XLA for High-Performance Execution on CPU, GPU, TPU and more.

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Reactant.jl
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Fast & Device Agnostic

Effortlessly execute your code on CPU, GPU, and TPU with MLIR and XLA.

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Built-In MLIR AD

Leverage Enzyme-Powered Automatic Differentiation to Differentiate MLIR Functions

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Composable

Executes and optimizes generic Julia code without requiring special rewriting

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Compiler Optimizations

Fancy MLIR Optimizations seamlessly optimize your Julia code

How to Install Reactant.jl? ​

Its easy to install Reactant.jl. Since Reactant.jl is registered in the Julia General registry, you can simply run the following command in the Julia REPL:

julia
julia> using Pkg
julia> Pkg.add("Reactant")

If you want to use the latest unreleased version of Reactant.jl, you can run the following command:

julia
julia> using Pkg
julia> Pkg.add(url="https://github.com/EnzymeAD/Reactant.jl")

Select an Accelerator Backend ​

julia
using Reactant
Reactant.set_default_backend("cpu")
julia
using Reactant
Reactant.set_default_backend("gpu")
julia
using Reactant
Reactant.set_default_backend("tpu")

Layout Switch

Adjust the layout style of VitePress to adapt to different reading needs and screens.

Expand all
The sidebar and content area occupy the entire width of the screen.
Expand sidebar with adjustable values
Expand sidebar width and add a new slider for user to choose and customize their desired width of the maximum width of sidebar can go, but the content area width will remain the same.
Expand all with adjustable values
Expand sidebar width and add a new slider for user to choose and customize their desired width of the maximum width of sidebar can go, but the content area width will remain the same.
Original width
The original layout width of VitePress

Page Layout Max Width

Adjust the exact value of the page width of VitePress layout to adapt to different reading needs and screens.

Adjust the maximum width of the page layout
A ranged slider for user to choose and customize their desired width of the maximum width of the page layout can go.

Content Layout Max Width

Adjust the exact value of the document content width of VitePress layout to adapt to different reading needs and screens.

Adjust the maximum width of the content layout
A ranged slider for user to choose and customize their desired width of the maximum width of the content layout can go.

Spotlight

Highlight the line where the mouse is currently hovering in the content to optimize for users who may have reading and focusing difficulties.

ONOn
Turn on Spotlight.
OFFOff
Turn off Spotlight.