Swish

Swish activation layer.

PyTorchJAX (Core)KerasTensorFlowApple MLXFlax NNXPaxML / Praxis

PyTorch

API: torch.nn.SiLU

Strategy: Direct Mapping

Official Docs ↗

JAX (Core)

API: jax.nn.swish

Strategy: Direct Mapping

Official Docs ↗

Keras

API: keras.layers.Activation

Strategy: Direct Mapping

Official Docs ↗

TensorFlow

API: tf.nn.swish

Strategy: Direct Mapping

Official Docs ↗

Apple MLX

API: mlx.nn.SiLU

Strategy: Direct Mapping

Official Docs ↗

Flax NNX

API: flax.nnx.SiLU

Strategy: Direct Mapping

Official Docs ↗

PaxML / Praxis

API: praxis.layers.Swish

Strategy: Direct Mapping

Official Docs ↗