Array API Standard Support: differentiate#

Support on CPU#

Legend

✔️ = supported

✖ = unsupported

N/A = out-of-scope

function

torch

jax

dask

derivative

✔️

✔️

jacobian

✔️

✔️

hessian

✔️

✔️

Support on GPU#

Legend

✔️ = supported

✖ = unsupported

N/A = out-of-scope

function

cupy

torch

jax

derivative

✔️

✔️

✔️

jacobian

✔️

✔️

✔️

hessian

✔️

✔️

✔️

Support with JIT#

Legend

✔️ = supported

✖ = unsupported

N/A = out-of-scope

function

jax

derivative

jacobian

hessian