ValueAndGrad ============ Computes the value and gradient of a function. **Abstract Signature:** ``ValueAndGrad(model, fn: Callable)`` .. raw:: html

PyTorch

API:
Strategy: Plugin (torch_functional_grad)

JAX (Core)

API:
Strategy: Plugin (jax_value_and_grad_wrapper)

Keras

API:
Strategy: Plugin (keras_grad_tape)

TensorFlow

API:
Strategy: Plugin (tf_grad_tape)

Apple MLX

API: mlx.nn.value_and_grad
Strategy: Direct Mapping

Flax NNX

API: nnx.value_and_grad
Strategy: Direct Mapping

PaxML / Praxis

API:
Strategy: Plugin (pax_grad_wrapper)