AveragePooling1D

Average pooling for temporal data.

Abstract Signature:

AveragePooling1D(pool_size: int, strides: int, padding: str = valid, data_format: str)

PyTorchJAX (Core)KerasTensorFlowApple MLXFlax NNXPaxML / Praxis

PyTorch

API: torch.nn.AvgPool1d

Strategy: Direct Mapping

Official Docs ↗

JAX (Core)

API: —

Strategy: Custom / Partial

Keras

API: keras.layers.AveragePooling1D

Strategy: Direct Mapping

Official Docs ↗

TensorFlow

API: tf.keras.layers.AveragePooling1D

Strategy: Direct Mapping

Official Docs ↗

Apple MLX

API: —

Strategy: Custom / Partial

Flax NNX

API: flax.nnx.AvgPool

Strategy: Direct Mapping

Official Docs ↗

PaxML / Praxis

API: —

Strategy: Custom / Partial