IsNonDecreasing

Returns True if x is non-decreasing.

Abstract Signature:

IsNonDecreasing(x: Tensor)

PyTorchJAX (Core)KerasTensorFlowApple MLXFlax NNXPaxML / Praxis

PyTorch

API: —

Strategy: Macro 'torch.all({x}[1:] >= {x}[:-1])'

JAX (Core)

API: —

Strategy: Macro 'jnp.all({x}[1:] >= {x}[:-1])'

Keras

API: —

Strategy: Macro 'keras.ops.all({x}[1:] >= {x}[:-1])'

TensorFlow

API: tf.math.is_non_decreasing

Strategy: Direct Mapping

Official Docs ↗

Apple MLX

API: —

Strategy: Macro 'mx.all({x}[1:] >= {x}[:-1])'

Flax NNX

API: —

Strategy: Macro 'jnp.all({x}[1:] >= {x}[:-1])'

PaxML / Praxis

API: —

Strategy: Macro 'jnp.all({x}[1:] >= {x}[:-1])'