This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. Intel has been an integral part of hospital technology for almost 50 years. From desktop computers to MRI scanners, diagnostic monitors, and even portable X-Ray machines, we have been at the forefront of healthcare transformation. So it […]
Intel Neural Compute Stick 2 for Medical Imaging Read More +
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. Mixed precision combines different numerical precisions in a computational method. The Volta and Turing generation of GPUs introduced Tensor Cores, which provide significant throughput speedups over single precision math pipelines. Deep learning networks can be trained with
Using Nsight Compute or Nvprof to Show Mixed Precision Use in Deep Learning Models Read More +
This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. Deep learning framework optimizations and tools that streamline deployment are advancing the adoption of inference applications on Intel® platforms. Reducing model precision is an efficient way to accelerate inference on processors that support low precision math, with
Introducing INT8 Quantization for Fast CPU Inference Using OpenVINO Read More +
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. Nearly 19 million acres of forests are destroyed annually, equal to 27 football pitches a minute. Forests serve as homes for thousands of animals, and for many people they’re a source of food, water, clothing, medicine and
Seeing the Wood for the Trees: Using AI for Smarter Forest Management Read More +
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. You don’t need to be an an academic or to work for a big company to get into AI. You can just be a guy with an NVIDIA GeForce 1080 Ti and a generative adversarial network. Jason
A Man, a GAN, and a 1080 Ti: How Jason Antic Created ‘De-Oldify’ Read More +
This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. Technologies Developed for Fully Autonomous Vehicles Can Improve the Advanced Driver Assistance Systems Already in Wide Use Safety has always been our North Star. We view it as a moral imperative to pursue a future with autonomous
Using Autonomous Vehicle Technology to Make Roads Safer Today Read More +
A guide to the top deep learning frameworks for AI research. This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. Think of a deep learning framework as a grocery store. Rather than laboring in their own backyard farms, most people shop at markets when they want
How to Get Started with Deep Learning Frameworks Read More +
This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. The artificial intelligence (AI) revolution is having a profound impact on countless technologies. From automatic identification of our family and friends in social media to ordering up our next movie through voice commands, AI is everywhere. At
Precision and Recall for Time Series Read More +
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. This year proved to be a banner year for the NVIDIA Developer Blog, publishing over 80 new technical articles. Given this year’s pace, it’s easy to miss out on cool new insights and information, so let’s take
NVIDIA Developer Blog 2018 Highlights Read More +
This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. Quantized neural networks (QNNs) are regularly used to improve network efficiency in deep learning. Though there has been much research into different quantization schemes, the number of bits required and the best quantization scheme is still unknown.
Scalable Methods for 8-bit Training of Neural Networks Read More +
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