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Description
Prerequisites
Please answer the following questions for yourself before submitting an issue.
- I am using the latest TensorFlow Model Garden release and TensorFlow 2.
- I am reporting the issue to the correct repository. (Model Garden official or research directory)
- I checked to make sure that this issue has not already been filed.
1. The entire URL of the file you are using
https://github.com/tensorflow/models/tree/master/research/object_detection/exporter_main_v2.py
2. Describe the bug
The exported model is really slow. More 20 sec to load and 5 sec to do inference in a new image.
3. Steps to reproduce
I have exported a trained model using the previous file. Now I have a model :
faster_rcnn_model/
├─ checkpoint/
├─ saved_model/
├─ label_map.pbtxt
└─ pipeline.config
4. Expected behavior
I would like to improve the speed to use it.
5. Additional context
Include any logs that would be helpful to diagnose the problem.
6. System information
- TensorFlow version (use command below): 2.2.3
- Python version: 3.6.8
- CUDA/cuDNN version: 10.1.105/7.6.4.38
- GPU model and memory: