Back in September, we installed the Caffe Deep Learning Framework on a Jetson TX1 Development Kit. With the advent of the Jetson TX2, now is the time to install Caffe and compare the performance difference between the two. Looky here: Background As you recall, Caffe is a deep learning framework Read more …
Back in February, we installed Caffe on the TX1. At the time, the TX1 was running a 32-bit version of L4T 23.1. With the advent of the 64-bit L4T 24.2, this seems like a good time to do a performance comparison of the two. The TX1 can now do an Read more …
Image recognition in about 10ms on a Jetson TX1! In an earlier article on running Caffe on the Jetson TX1 we stated that when cuDNN library version 4 support was added, we would revisit the installation and run some benchmarks. That time be now. Looky here: Caffe Background Just as Read more …
Note: This article has been updated to use Caffe with cuDNN. cuDNN is a NVIDIA provided GPU-accelerated library for deep neural networks which can more than double performance. For 64-bit L4T please visit: 64-bit Caffe. For 32-bit L4T please visit: 32-bit Caffe. In an earlier article on running the Caffe Read more …
Clarity Lab over at the University of Michigan published a really interesting paper: Sirius: An Open End-to-End Voice and Vision Personal Assistant and Its Implications for Future Warehouse Scale Computers. Clarity Lab also has a website for the project: Sirius: An Open Intelligent Personal Assistant. Sirius is open source. Why Read more …
NVIDIA’s cuDNN is a GPU-accelelerated library of primitives for deep neural networks, which is designed to be integrated into higher-level machine learning frameworks, such as UC Berkeley’s Caffe deep learning framework software. In an earlier blog post, we installed Caffe on a Jetson TK1. Here’s a short video on how Read more …
Back in October 2014, Google’s Pete Warden wrote an interesting article: How to run the Caffe deep learning vision library on Nvidia’s Jetson mobile GPU board. At the time, I thought, “What fun!”. However, I noticed in the article that at the time there were issues with running Caffe on Read more …
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