How to run LeNet on Jetson Tx1

Robotics & Edge Computing Jetson & Embedded Systems Jetson TX1
1

Hello,

I went through DIGITS with DIGITS/GettingStarted.md at master · NVIDIA/DIGITS · GitHub 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

2

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

3

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

4

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.