Optimizing the operation of neural analytics on GPU

It can take several minutes to launch neural analytics algorithms on NVIDIA GPU after Server restart. Meanwhile, the neural models are optimized for the current GPU type.

You can use the caching function to ensure that this operation is performed only once. Caching saves the optimization results on the hard drive and uses it for the subsequent analytics runs.

When you install DetectorPack, the GPU_CACHE_DIR system variable is automatically created. Its value specifies the path to the folder with optimization results C:\Program Files (x86)\AxxonPSIM\Modules64\caffewrapper\Networks\cached. 

The cache size depends on the number of neural networks used and their type, the minimum size is 70 MB.