v3.0.1-pruning

This release includes the following main new features.

• FLOPs and parameter calculations. FLOPs and parameters could be computed via oto.compute_flops() and oto.compute_num_params(). Detailed usages have been presented in sanity checks.

• Marking node groups as unprunable. Node groups could be marked as unprunable via either node_ids in topological view or param_names by DNN parameters, see oto.mark_unprunable_by_node_ids and oto.mark_unprunable_by_param_names Concrete examples could be found at yolov5 and DemoNetGroupConvCase1.

• Pruning dependency graph visualization could display param names and shapes. Use oto.visualize(display_params=True) to enable this feature to visualize more information for debugging if needed. An example could be found here versus the version rendered via oto.visualize(display_params=False).