Starting Pruning Loop - Starting Pruning Loop - 1.1 English - UG1333

AI Optimizer User Guide (UG1333)

Document_ID
UG1333
Release_Date
2020-07-07
Version
1.1 English

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