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Windows 10 Fall Creators Update is here: Should you upgrade now?

ZDNet

Windows 10 after two years: Was the upgrade worth it? After a little more than two years, Microsoft has finally settled into a rhythm with its new, fast-paced development cadence for Windows 10. Check Settings System About to see full details about the current Windows 10 installation. What Microsoft's marketers are calling the Fall Creators Update (officially version 1709) begins arriving on desktop PCs today via Windows Update and will soon be available for download at all the usual places. The final build number for this release is 16299.


NVIDIA Targets Next AI Frontiers: Inference And China

#artificialintelligence

NVIDIA's meteoric growth in the datacenter, where its business is now generating some $1.6B annually, has been largely driven by the demand to train deep neural networks for Machine Learning (ML) and Artificial Intelligence (AI)--an area where the computational requirements are simply mindboggling. First, and perhaps most importantly, Huang announced new TensorRT3 software that optimizes trained neural networks for inference processing on NVIDIA GPUs. In addition to announcing the Chinese deployment wins, Huang provided some pretty compelling benchmarks to demonstrate the company's prowess in accelerating Machine Learning inference operations, in the datacenter and at the edge. In addition to the TensorRT3 deployments, Huang announced that the largest Chinese Cloud Service Providers, Alibaba, Baidu, and Tencent, are all offering the company's newest Tesla V100 GPUs to their customers for scientific and deep learning applications.


Oracle leverages machine learning to manage, secure enterprise systems

@machinelearnbot

The new Oracle Management Cloud suite combines Oracle Management Cloud, Oracle Application Performance Monitoring Service, and Oracle Infrastructure Monitoring Cloud Service. The new Oracle Management Cloud suite includes the Standard Edition services, as well as Oracle IT Analytics Cloud Service and the new Oracle Orchestration Cloud Service. The Oracle Management Cloud has an analytics engine that is constantly updated with real-world data, providing it with evolving analytics. Oracle has also expanded its Oracle Log Analytics Cloud Service to monitor and analyze security and operational logs from a wide variety of both on-premises and cloud technologies, providing unified monitoring.


Microsoft launches 'Project Brainwave' for real-time AI

#artificialintelligence

With the help of ultra-low latency, the system processes requests as fast as it receives them. He added that the system architecture reduces latency, since the CPU does not need to process incoming requests, and allows very high throughput, with the FPGA processing requests as fast as the network can stream them. Microsoft is also planning to bring the real-time AI system to users in Azure. "With the'Project Brainwave' system incorporated at scale and available to our customers, Microsoft Azure will have industry-leading capabilities for real-time AI," Burger noted.


Empathy – the final frontier between Natural and Artificial Intelligence?

#artificialintelligence

Losing a job or a bonus is no longer a real fear in a world where high skilled "internet-hired functions" working for multiple companies are getting fairly common. In another study, Harvard found that "expression of positive feedback" (appreciation) outweighs negative feedback by six times or more in high-performing teams. Reaffirming the power of positive feedback, low-performing teams had three times more negative feedback than positive in this study. Appreciation makes people positively motivated and a spoken word / email is free, yet it is rare in the workplace.


AI processors go mobile

ZDNet

At its iPhone X event last week, Apple devoted a lot of time to the A11 processor's new neural engine that powers facial recognition and other features. The week before, at IFA in Berlin, Huawei announced its latest flagship processor, the Kirin 970, equipped with a Neural Processing Unit capable of processing images 20 times faster than the CPU alone. The company also has math libraries for neural networks including QSML (Qualcomm Snapdragon Math Library) and nnlib for Hexagon DSP developers. The closest thing that Qualcomm currently has to specialized hardware is the HvX modules added to the Hexagon DSP to accelerate 8-bit fixed operations for inferencing, but Brotman said that eventually mobile SoCs will need specialized processors with tightly-coupled memory and an efficient dataflow (fabric interconnects) for neural networks.


Intel FPGAs Accelerate AI with Microsoft Project Brainwave - IT Peer Network

#artificialintelligence

I'm excited about today's announcement from Microsoft that they have chosen Intel's Stratix 10 FPGA to power their new deep learning platform codenamed Project Brainwave. Intel offers a broad portfolio that meets AI requirements across a wide range of use cases, including our Intel Xeon Scalable processors, which form the basis for many of the world's largest AI deployments, and our Intel Xeon Phi accelerators which--along with third party GPUs--are known for AI training performance. Microsoft's need for real-time inference across a wide range of data types demands a high-performance AI hardware accelerator with software-programmable flexibility. FPGAs accelerate the performance of AI workloads, including machine learning and deep learning, along with a wide range of other workloads, such as networking, storage, data analytics and high-performance computing.


Microsoft launches Project Brainwave for real-time artificial intelligence

#artificialintelligence

With the help of ultra-low latency, the system processes requests as fast as it receives them. He added that the system architecture reduces latency, since the CPU does not need to process incoming requests, and allows very high throughput, with the FPGA processing requests as fast as the network can stream them. Microsoft is also planning to bring the real-time AI system to users in Azure. "With the'Project Brainwave' system incorporated at scale and available to our customers, Microsoft Azure will have industry-leading capabilities for real-time AI," Burger noted.


Microsoft unveils Brainwave, a system for running super-fast AI

#artificialintelligence

Researchers at the Hot Chips conference in Cupertino, California showed a Gated Recurrent Unit model running on Intel's new Stratix 10 field programmable gate array (FPGA) chip at a speed of 39.5 teraflops, without batching operations at all. Brainwave loads a trained machine learning model into FPGA hardware's memory that stays there throughout the lifetime of a machine learning service. Google announced the second revision of its Tensor Processing Unit -- a dedicated chip for machine learning training and serving -- earlier this year. Right now, Brainwave supports trained models created using Microsoft's CNTK framework and Google's TensorFlow framework.


Microsoft unveils Project Brainwave for real-time AI - Microsoft Research

#artificialintelligence

First, we have defined highly customized, narrow-precision data types that increase performance without real losses in model accuracy. Third, Project Brainwave incorporates a software stack designed to support the wide range of popular deep learning frameworks. Companies and researchers building DNN accelerators often show performance demos using convolutional neural networks (CNNs). Running on Stratix 10, Project Brainwave thus achieves unprecedented levels of demonstrated real-time AI performance on extremely challenging models.