This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. From enabling security throughout a city, to the rapid identification and classification of complex medical imaging data, Intel is accelerating the value of IoT. As the billions of connected things generate massive data at ever-increasing rates, the […]
This blog post is an abridged version of one originally published at Cadence's website. It is reprinted here with the permission of Cadence. I like to date technical transitions from specific events, even though realistically they take place over an extended period. For example, I think the modern era of IC design and EDA started
ImageNet: The Benchmark that Changed Everything Read More +
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. The CUDA Fortran compiler from PGI now supports programming Tensor Cores with NVIDIA’s Volta V100 and Turing GPUs. This enables scientific programmers using Fortran to take advantage of FP16 matrix operations accelerated by Tensor Cores. Let’s take
Tensor Core Programming Using CUDA Fortran Read More +
This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. Many AI applications have data pipelines that include several processing steps when executing inference operations. These steps can include data transformation, inference execution and conditional processing. The Seldon Core* open source machine learning framework facilitates management of
Inference Performance Boost with Seldon on Intel Xeon Scalable Processors Read More +
This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. One of the biggest challenges to AI can be eliciting high-performance deep learning inference that runs at real-world scale, leveraging existing infrastructures. Combining efficiency and flexibility, the Intel® Distribution of OpenVINO™ toolkit (a developer tool suite that
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. NVIDIA’s Turing GPUs introduced a new hardware functionality for computing optical flow between images with very high performance. The Optical Flow SDK 1.0 enables developers to tap into the new optical flow functionality. You can download the Optical Flow
An Introduction to the NVIDIA Optical Flow SDK Read More +
This blog post was originally published at Intel's website. It is reprinted here with the permission of Intel. Data scientists need annotated data (and lots of it) to train the deep neural networks (DNNs) at the core of AI workflows. Obtaining annotated data, or annotating data yourself, is a challenging and time-consuming process. For example,
New Computer Vision Tool Accelerates Annotation of Digital Images and Video Read More +
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. Classification of astronomical sources in the night sky is important for understanding the universe. It helps us understand the properties of what makes up celestial systems, from our solar system to the most distant galaxy and everything
Make Sense of the Universe with Rapids.ai Read More +
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. Christoph Mertz wants to fix your bumpy ride. His solution — using AI to detect potholes — came as a lightbulb moment inspired by working on autonomous vehicle projects at Carnegie Mellon University. Mertz is now the
AI My Ride: Startup Revs Up Vehicle Videos to Spot Potholes Read More +
This blog post was originally published at NVIDIA's website. It is reprinted here with the permission of NVIDIA. At NVIDIA, the robots are being taught to weave their way through the workplace. It helps that, as Ankhit, an NVIDIA Linux systems administrator discovered, they come bearing popcorn. Moments after placing an order, via Slack, a
Pop Star: At NVIDIA, Popcorn Delivery Robot Bears Kernel Innovation Read More +
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