In tensorflow frozen inference graphs are normal graphs with their variables turned to constants and some training layers stripped away. Very often we get these binary files in protobuf (pb) and we want to check them out.
A fast way to do it is by using tensorboard and the tensorflow tool called import_pb_to_tensorboard.py
To use you need to clone the tensorflow repo locally.
First you convert the model into tensorboard event log
A fast way to do it is by using tensorboard and the tensorflow tool called import_pb_to_tensorboard.py
To use you need to clone the tensorflow repo locally.
First you convert the model into tensorboard event log
python ~/tensorflow/tensorflow/python/tools/import_pb_to_tensorboard.py --model_dir PATH_TO_PB_FILE --log_dir PATH_LOG_DIR
afterwards you run tensorboard to visualize it
tensorboard --logdir=visualization:PATH_TO_LOG_DIR