Tensorflow Models on the TX2

Autonomous Machines Jetson & Embedded Systems Jetson TX2
#1

Hello guys,

I have just deployed the Tensorflow models on the TX2 but I am very satisfied with the results. I am using SSD and it does not provide me with good FPS. Has anybody reached a good performance with Tensorflow models on the Jetson TX2?

#2

I run ssd with caffe model,the fps is about 6,it’s very low

#3

Hi,

It’s recommended to use TensorRT instead of TensorFlow.

We optimize the network layer by layer and choose a suitable algorithm based on GPU architecture.
For both Caffe and TensorFlow user, it’s recommended to export the model via TensorRT on Jetson.

Thanks.

#4

Thank you for the heads-up. Much appreciated.

#5