otx.cli.utils.nncf#

NNCF-related utils.

Functions

get_number_of_fakequantizers_in_xml(path_to_xml)

Return number of FakeQuantize layers.

is_checkpoint_nncf(path)

Check if checkpoint is NNCF checkpoint.
otx.cli.utils.nncf.get_number_of_fakequantizers_in_xml(path_to_xml: str) → int[source]#

Return number of FakeQuantize layers.

Return number of FakeQuantize layers in the model by parsing file without loading model.

Parameters:

path_to_xml (str) – Path to xml file.

Returns:

Number of FakeQuantize layers.

Return type:

int

otx.cli.utils.nncf.is_checkpoint_nncf(path: str) → bool[source]#

Check if checkpoint is NNCF checkpoint.

The function uses metadata stored in a checkpoint to check if the checkpoint was the result of training of NNCF-compressed model.