IsFloatingPoint

Returns True if the data type of the tensor is a floating point type.

Abstract Signature:

IsFloatingPoint(input: Tensor)

PyTorchJAX (Core)NumPyKerasTensorFlowApple MLXFlax NNXPaxML / Praxis

PyTorch

API: torch.is_floating_point

Strategy: Direct Mapping

Official Docs ↗

JAX (Core)

API: —

Strategy: Macro 'jax.numpy.issubdtype({input}.dtype, jax.numpy.floating)'

NumPy

API: —

Strategy: Macro 'numpy.issubdtype({input}.dtype, numpy.floating)'

Keras

API: —

Strategy: Macro ''float' in str({input}.dtype)'

TensorFlow

API: —

Strategy: Macro '{input}.dtype.is_floating'

Apple MLX

API: —

Strategy: Macro 'False'

Flax NNX

API: —

Strategy: Macro 'jax.numpy.issubdtype({input}.dtype, jax.numpy.floating)'

PaxML / Praxis

API: —

Strategy: Macro 'jax.numpy.issubdtype({input}.dtype, jax.numpy.floating)'