QuantizePerTensorDynamic

Converts a float tensor to a quantized tensor with scale and zero_point calculated dynamically.

Abstract Signature:

QuantizePerTensorDynamic(input: Tensor, dtype, reduce_range: bool = False)

PyTorchJAX (Core)KerasTensorFlowApple MLXFlax NNXPaxML / Praxis

PyTorch

API: torch.quantize_per_tensor_dynamic

Strategy: Direct Mapping

Official Docs ↗

JAX (Core)

API: —

Strategy: Custom / Partial

Keras

API: —

Strategy: Custom / Partial

TensorFlow

API: —

Strategy: Custom / Partial

Apple MLX

API: —

Strategy: Custom / Partial

Flax NNX

API: —

Strategy: Custom / Partial

PaxML / Praxis

API: —

Strategy: Custom / Partial