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Deploying a quantized network on NVDLA about hw HOT 1 OPEN

nainag avatar nainag commented on July 18, 2024
Deploying a quantized network on NVDLA

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mtsanic avatar mtsanic commented on July 18, 2024

I don't think NVDLA supports low-precision quantized network. Even the 8-bit (normal quantized) networks are compiled with its own compiler. Maybe, you can achieve the pseudo low-precision, i.e. 4-bit written on 8-bit data, by providing calibration table. However, I didn't try anything like that. This idea might face issues with working model, as some models won't be implemented by NVDLA.

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