tensorflow/models · error · ValueError

Only support square crop. Got feature shape: %s

Error message

Only support square crop. Got feature shape: %s

What it means

Error "Only support square crop. Got feature shape: %s" thrown in tensorflow/models.

Source

Thrown at official/projects/videoglue/datasets/dataset_factory.py:64

  def __init__(self, params: cfg.DataConfig, dataset_config: Mapping[str, Any]):
    """Constructor.

    Args:
      params: Instance of `Dataset` configuration,
      dataset_config: The config dictionary used for data reader pipeline.
    """
    self._params = params
    self._dataset_config = dataset_config
    self._name = params.name
    self._is_training = params.is_training
    self._shuffle = params.is_training

    dataset_cls = FACTORY[self._name]
    self._dataset_cls = dataset_cls(
        subset='train' if self._is_training else 'test')

    if params.feature_shape[1] != params.feature_shape[2]:
      raise ValueError('Only support square crop. Got feature shape: %s' %
                       params.feature_shape)

    self._dataset_cls.configure(**dataset_config)
    self._dataset_cls.tune(
        prefetch_buffer_size=params.prefetch_buffer_size,
        shuffle_buffer=params.shuffle_buffer_size,
        num_process_threads=params.num_process_threads,
        cycle_length=params.cycle_length,
        num_parallel_calls_interleave=params.num_parallel_calls_interleave,
        block_length=params.block_length)

  def _dataset_fn(
      self,
      input_context: Optional[tf.distribute.InputContext] = None
  ) -> tf.data.Dataset:
    """Generates features and labels for training or evaluation.

    This uses the input pipeline based approach using file name queue to read

View on GitHub (pinned to e006f5f0d5)

When it happens

Trigger: Thrown at official/projects/videoglue/datasets/dataset_factory.py:64 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/3efd20d95b85c876. Report an issue: GitHub.