nvidia.dali.fn.squeeze¶
- nvidia.dali.fn.squeeze(*inputs, **kwargs)¶
Removes the dimensions given as
axes
oraxis_names
.It’s an error to remove a dimension that would cause the total volume to change.
This operator allows sequence inputs and supports volumetric data.
- Supported backends
‘cpu’
‘gpu’
- Parameters:
data (TensorList) – Data to be squeezed
- Keyword Arguments:
axes (int or list of int or TensorList of int, optional, default = []) –
Indices of dimensions which should be removed.
All squeezed dimensions should have size 1, unless the total volume of the tensor is 0 before and after squeeze. All indices must be in the range of valid dimensions of the input
axis_names (layout str, optional, default = ‘’) –
Layout columns which should be removed.
All squeezed dimensions should have size 1, unless the total volume of the tensor is 0 before and after squeeze. All layout names should be present in data layout.
bytes_per_sample_hint (int or list of int, optional, default = [0]) –
Output size hint, in bytes per sample.
If specified, the operator’s outputs residing in GPU or page-locked host memory will be preallocated to accommodate a batch of samples of this size.
preserve (bool, optional, default = False) – Prevents the operator from being removed from the graph even if its outputs are not used.
seed (int, optional, default = -1) –
Random seed.
If not provided, it will be populated based on the global seed of the pipeline.
See also