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Creating GPU network caches using registry keysparameters:
-p is a key parameter to create a cache for a particular network.
Command example:Code Block C:\Program Files\Common Files\AxxonSoft\DetectorPack\NeuroPackGpuCacheGenerator.exe -p "<System disk>\<Network location directory>\Network_name.ann"
To create a cache for multiple networks, list the paths to the selected networks, separated by a space.
Command example:Code Block C:\Program Files\Common Files\AxxonSoft\DetectorPack\NeuroPackGpuCacheGenerator.exe -p "<System disk>\<Network location directory>\Network_name.ann" "C:\Program Files\Common Files\AxxonSoft\DetectorPack\NeuroSDK\WaterLevelRuleNet_origin_onnx.ann"
-v is a key parameter to output the procedure log to the console during cache generation.
Command example to automatically create caches of four networks included in the Neuro Pack add-ons with log output:Code Block C:\Program Files\Common Files\AxxonSoft\DetectorPack\NeuroPackGpuCacheGenerator.exe -v
Command example:
Code Block C:\Program Files\Common Files\AxxonSoft\DetectorPack\NeuroPackGpuCacheGenerator.exe -p "<System disk>\<Network location directory>\Network_name.ann" -v
--int8=1 is a key parameter to create a quantized version of the cache for those networks for which quantization is available. By default, the --int8=0 key parameter is disabled.
Command example:Code Block C:\Program Files\Common Files\AxxonSoft\DetectorPack\NeuroPackGpuCacheGenerator.exe --int8=1
Note title Attention! The networks for which the quantization mode is available are included in the Neuro Pack add-ons together with the *.info file.
The networks for which the quantization mode is available:
- GeneralNMCar_v1.0GPU_onnx.ann—vehicles.
- GeneralNMHuman_v1.0GPU_onnx.ann—human.
- GeneralNMHumanTopView_v0.8GPU_onnx.ann—human, top view.