Conv1DTranspose

1D transposed convolution layer.

Abstract Signature:

Conv1DTranspose(filters: int, kernel_size: Union[int, Tuple[int]], strides: int = 1, padding: str = valid, dilation_rate: int = 1, use_bias: bool = True)

PyTorchJAX (Core)KerasTensorFlowApple MLXFlax NNXPaxML / Praxis

PyTorch

API: torch.nn.ConvTranspose1d

Strategy: Direct Mapping

Official Docs ↗

JAX (Core)

API: —

Strategy: Custom / Partial

Keras

API: keras.layers.Conv1DTranspose

Strategy: Direct Mapping

Official Docs ↗

TensorFlow

API: tf.keras.layers.Conv1DTranspose

Strategy: Direct Mapping

Official Docs ↗

Apple MLX

API: —

Strategy: Custom / Partial

Flax NNX

API: flax.nnx.ConvTranspose

Strategy: Direct Mapping

Official Docs ↗

PaxML / Praxis

API: —

Strategy: Custom / Partial