ModelAndOptimizer

Container combining model and optimizer.

Abstract Signature:

ModelAndOptimizer(model, optimizer)

PyTorchKerasTensorFlowApple MLXFlax NNXPaxML / Praxis

PyTorch

API: —

Strategy: Custom / Partial

Keras

API: —

Strategy: Custom / Partial

TensorFlow

API: —

Strategy: Custom / Partial

Apple MLX

API: —

Strategy: Custom / Partial

Flax NNX

API: flax.nnx.ModelAndOptimizer

Strategy: Direct Mapping

Official Docs ↗

PaxML / Praxis

API: —

Strategy: Custom / Partial