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Testing and benchmarking utilities for automatic differentiation (AD) in Julia, based on DifferentiationInterface.
Make it easy to know, for a given function:
- which AD backends can differentiate it
- how fast they can do it
- Definition of custom test scenarios
- Correctness tests
- Type stability tests
- Count calls to the function
- Benchmark runtime and allocations
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/JuliaDiff/DifferentiationInterface.jl",
subdir="DifferentiationInterface",
)
Pkg.add(;
url="https://github.com/JuliaDiff/DifferentiationInterface.jl",
subdir="DifferentiationInterfaceTest",
)See the citation instructions for DifferentiationInterface.