CustomAutograd

Decorator for custom gradient definitions.

Abstract Signature:

CustomAutograd(fn: Callable)

PyTorchJAX (Core)Apple MLXFlax NNXPaxML / Praxis

PyTorch

API: torch.autograd.Function

Strategy: Direct Mapping

Official Docs ↗

JAX (Core)

API: jax.custom_vjp

Strategy: Direct Mapping

Official Docs ↗

Apple MLX

API: mlx.core.custom_function

Strategy: Direct Mapping

Official Docs ↗

Flax NNX

API: jax.custom_vjp

Strategy: Direct Mapping

Official Docs ↗

PaxML / Praxis

API: jax.custom_vjp

Strategy: Direct Mapping

Official Docs ↗