AveragePooling3D

Average pooling operation for 3D volumetric data.

Abstract Signature:

AveragePooling3D(pool_size: Union[int, Tuple[int, int, int]], strides: Union[int, Tuple[int, int, int]], padding: str = valid, data_format: str)

PyTorchJAX (Core)KerasTensorFlowApple MLXFlax NNXPaxML / Praxis

PyTorch

API: torch.nn.AvgPool3d

Strategy: Direct Mapping

Official Docs ↗

JAX (Core)

API: —

Strategy: Custom / Partial

Keras

API: keras.layers.AveragePooling3D

Strategy: Direct Mapping

Official Docs ↗

TensorFlow

API: tf.keras.layers.AveragePooling3D

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