Convert to TensorRT engine(FP16). Stop here

Accelerated Computing Intelligent Video Analytics TAO Toolkit
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It is due to CPU memory.
Refer to the solution in Issue while converting maskrcnn model to trt from etlt on Laptops - #20 by Morganh

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