Easiest method to create INT8 Calibration Table using TensorRT (trtexec preferrable)

Description

Hi NVIDIA Team,
Can you tell me the easiest method to create INT8 Calibration Table using TensorRT (trtexec preferrable) for a particular caffe/onnx/uff model

Environment

TensorRT Version: 7.0.0.11
GPU Type: T4
Nvidia Driver Version: 440+
CUDA Version: 10.2
CUDNN Version:
Operating System + Version: 18.04
Python Version (if applicable):
TensorFlow Version (if applicable):
PyTorch Version (if applicable):
Baremetal or Container (if container which image + tag):

1 Like

Please refer to below link

Thanks

Hi @SunilJB,
Can you share steps on how to create a dummy calibration table from trtexec as I know trtexec already makes a dummy one when a particular calibration table is not given. I just want to save it into a file.

@GalibaSashi,
You can try to run the model in verbose mode to see the dynamic range setting used in each layer

Thanks