tf_trt_models issues

1

1) Ubuntu 16.04 2) Docker tensorflow/tensorflow 1.13.1 and tensorflow/serving:latest-gpu 3) NVIDIA TensorRT 5.0.2 (https://docs.nvidia.com/deeplearning/sdk/tensorrt-install-guide/index.html) 4) Tensorflow object detection Faster RCNN Resnet101 successfully built w/ 2 classes only 5) Model are...

thusinh1969

unexpected performance on ssd_resnet_50_fpn_coco

Hi there, I am using tf_trt_models on jetson NANO with JP 4.2.3, tensorflow 1.14.0. In _detection.py_, there is an entry in "MODEL" dict, **ssd_resnet_50_fpn_coco**. Following the example in detection.ipynb seems...

captainst

ModuleNotFoundError: No module named 'tensorflow.contrib.tensorrt'

3

hi, I got an error when running this code line: import tensorflow.contrib.tensorrt as trt can you tell me how to slove this?

zcc720

how can i use it to train the for custom task, like face recognition with masks ?

cwmmmm

TF-TRT vs UFF-TensorRT

3

I found that we can optimize the Tensorflow model in several ways. If I am mistaken, please tell me. 1- Using [TF-TRT](https://docs.nvidia.com/deeplearning/frameworks/tf-trt-user-guide/index.html) This API developer by tensorflow and integreted TensoRT...

PythonImageDeveloper

inference time is too long 3s/img at example/classification/classification.ipynb

Hi, I use example/classification/classification.ipynb by inceptionV3 model on Jetson AGX Xavier. I modify it to print inference time by "import datetime" as following: ``` ...... tf.import_graph_def(trt_graph, name='') tf_input = tf_sess.graph.get_tensor_by_name(input_names[0]...

biyuehuang