Pruning can begin after the analysis task completed. The prune command will use the same configuration file:
$ ./vai_p_caffe prune –config config.prototxt
prunes the model using the rate parameter specified in the configuration file. Upon completion, the tool will generate a report that includes the accuracy, the number of weights, and the required number of operations before and after pruning. The following figure shows a sample report.
Figure 1. Pruning Report