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the final TRT model is too large

Open hanikh opened this issue 4 years ago • 0 comments

I am trying to convert Tensorflow2 object detection API models to TRT. I am have fine-tuned "ssd_resnet50_v1_fpn_640x640_coco17_tpu-8" model and my output is in SavedModel format. I am using "/tftrt/examples/object_detection/object_detection.py" code to convert my fine-tuned model to TRT. The "saved_model.pb" before conversion is 13M and after conversion it becomes 401M. Would you please help me figure out what the problem is?

hanikh avatar Aug 03 '21 09:08 hanikh