neural_tangents.stax.parallel
- neural_tangents.stax.parallel(*layers)[source]
Combinator for composing layers in parallel.
The layer resulting from this combinator is often used with the FanOut and FanInSum/FanInConcat layers. Based on jax.example_libraries.stax.parallel.
- Parameters
*layers – a sequence of layers, each with a (init_fn, apply_fn, kernel_fn) triple.
- Return type
Tuple
[InitFn
,ApplyFn
,LayerKernelFn
]- Returns
A new layer, meaning an (init_fn, apply_fn, kernel_fn) triples, representing the parallel composition of the given sequence of layers. In particular, the returned layer takes a sequence of inputs and returns a sequence of outputs with the same length as the argument layers.