DifferentiationInterfaceTest
Package | Docs |
---|---|
DifferentiationInterface | |
DifferentiationInterfaceTest |
Testing and benchmarking utilities for automatic differentiation (AD) in Julia, based on DifferentiationInterface.
Goal
Make it easy to know, for a given function:
- which AD backends can differentiate it
- how fast they can do it
Features
- Predefined or custom test scenarios
- Correctness tests
- Type stability tests
- Count calls to the function
- Benchmark runtime and allocations
- Scenarios with weird array types (GPU, static) in package extensions
Installation
To install the stable version of the package, run the following code in a Julia REPL:
using Pkg
Pkg.add("DifferentiationInterfaceTest")
To install the development version, run this instead:
using Pkg
Pkg.add(
url="https://github.com/gdalle/DifferentiationInterface.jl",
subdir="DifferentiationInterface"
)
Pkg.add(
url="https://github.com/gdalle/DifferentiationInterface.jl",
subdir="DifferentiationInterfaceTest"
)