How to run LeNet on Jetson Tx1

Hello,

I went through DIGITS with https://github.com/NVIDIA/DIGITS/blob/master/docs/GettingStarted.md and got LeNet. Could you let me know how to run LeNet on Jetson TX1? What kind of files are needed to be copied to Jetson TX1? How to test LeNet on Jetson TX1?

Thank you,

Soonhac

Soonhac,
Here is the a link (Part 2) for TK1 as a reference but should apply to TX1 as well.

Hello,

Thank you for the link. However, the link showed the Caffe-based solution. I found there is no Caffe on TX1 after installing JetPack. I’d like to run LeNet on TX1 like imagenet and detectnet using TensorRT because TensorRT looks much faster Caffe. Could you let me know how to run LeNet on TX1 like imagenet and detectnet? LeNet is trained using DIGITS.

Thank you,

Soonhac

Hi,

Thanks for your question.

Please first install tensorRT with JetPack.
And then tensorRT’s sample can be found by

cp -r /usr/src/gie_samples/ ~/
cd ~/gie_samples/samples
make TRAGET=aarch64
mkdir -p ~/gie_samples/samples/bin/data/
cp -r ~/gie_samples/samples/data/* ~/gie_samples/samples/bin/data/

cd ~/gie_samples/samples/bin
./sample_mnist
./sample_mnist_gie
./sample_googlenet

You can refer to mnist or googlenet sample for your usecase.
It should be a path replacement work.