tensorflow/models · error · ValueError

Activation {} not supported by Default8BitActivationQuantize

Error message

Activation {} not supported by Default8BitActivationQuantizeConfig.

What it means

Error "Activation {} not supported by Default8BitActivationQuantizeConfig." thrown in tensorflow/models.

Source

Thrown at official/projects/qat/vision/quantization/configs.py:300

      self,
      layer: Layer,
      quantize_weights: Sequence[tf.Tensor]):
    """See base class."""
    self._assert_activation_layer(layer)

  def set_quantize_activations(
      self,
      layer: Layer,
      quantize_activations: Sequence[Activation]):
    """See base class."""
    self._assert_activation_layer(layer)

  def get_output_quantizers(self, layer: Layer) -> Sequence[Quantizer]:
    """See base class."""
    self._assert_activation_layer(layer)

    if not hasattr(layer.activation, '__name__'):
      raise ValueError('Activation {} not supported by '
                       'Default8BitActivationQuantizeConfig.'.format(
                           layer.activation))

    # This code is copied from TFMOT repo, but added relu6 to support mobilenet.
    if layer.activation.__name__ in ['relu', 'relu6', 'swish', 'hard_swish']:
      # 'relu' should generally get fused into the previous layer.
      return [tfmot.quantization.keras.quantizers.MovingAverageQuantizer(
          num_bits=8, per_axis=False, symmetric=False, narrow_range=False)]
    elif layer.activation.__name__ in [
        'linear', 'softmax', 'sigmoid', 'hard_sigmoid'
    ]:
      return []

    raise ValueError('Activation {} not supported by '
                     'Default8BitActivationQuantizeConfig.'.format(
                         layer.activation))

  def get_config(self) -> Dict[str, Any]:

View on GitHub (pinned to e006f5f0d5)

When it happens

Trigger: Thrown at official/projects/qat/vision/quantization/configs.py:300 when the library encounters an invalid state.

Common situations: See trigger scenarios.

AI-assisted analysis of tensorflow/models@e006f5f0d5 (2026-08-24). Data as JSON: /api/errors/79f4b2fea49786ab. Report an issue: GitHub.