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GPU is the new CPU

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In the past, the CPU was king. But as games required more processing power, developers looked at ways to improve the GPU, to the point where it is now a mini server within the computer, writes BRIAN PEREIRA of Digital Creed.

The CPU (central processing unit) was king in the PC era. I remember the hotly contested race between two chipmakers (Intel and AMD) to make the fastest CPU. Megahertz was the metric for clock speed then and today it’s gigahertz. Using clever tricks like ‘Turbo mode’ the CPU clock speed could be further bumped up.  The math co-processor and graphics processing unit or GPU played second fiddle or sidekick roles. Recently, I attended the NVIDIA GTCx India 2016 conference in Mumbai, and was surprised to learn how the GPU has matured almost into a graphics server within the computer. In fact, there were demos showing how GPUs are much more efficient than CPUs in processing data. The GPU has cut down processing time significantly, and many real-life applications across industries have benefitted. I will talk about some examples later in this post. But first, let’s get into a time machine and go back to the 90s to see how GPUs evolved.

As gaming software got more defined (realism) and monitor resolutions improved, more power and more memory were needed to process all those mathematical equations that generate those stunning graphics. The CPU (and its IBM PC architecture) could not keep up. Hence we witnessed the emergence of graphics cards. My earliest memory of one is the Hercules Graphics Card. Later we had CGA, VGA, and XGA versions. These graphics cards were mounted in expansion slots on the motherboard.

With better graphics came better sound. There was demand for surround sound on PCs, and multi-speaker systems became available (my favourite ones were manufactured by a company called Creative Technologies). Again, the CPU could not process the complex sound algorithms for surround sound, and hence we got sound cards with onboard sound processors and Digital to Analog (DAC) converters. Back to graphics.

Today’s graphics cards have so much power and memory, they would give a 1990s PC a complex. Sample this: The NVIDIA GTX 1080 graphics card has 2560 CUDA cores, a base clock speed of 1607 MHz, 8GB memory and it consumes 180W of power! If your geekiness makes you curious about CUDA you can read more about it here. Essentially, CUDA is a parallel computing platform and programming model that adapts a GPU for general computing.

And because of the sheer power that today’s GPUs have, they are transforming everything from deep learning and AI to visual computing, high performance computing (HPC) and VR.

Demos & Examples

Walking along the exhibit area at GTCx India 2016 I was thrilled to discover a number of interesting examples. Apart from the various startups showing some amazing demos, there was also a special zone called VR Village.

I was lucky to experience an interactive model of the Bank of England building that was destroyed in 1920. The lobby of the bank was recreated using an interactive model, photo-realistically rendered using NVIDIA’s Iray VR software.

When the HTC Vive VR headset was placed on my head, I was stunned with what I saw. It looked like I was in the deserted lobby of the bank in the early morning hours. The sun’s rays filtered through the glass dome in the atrium.  I looked up and saw the gold gilded edges on the ceiling reflecting the sunlight at just the right angles, relative to my viewing angle. Shadows were created around the grooves and niches on the elegant statues placed around the lobby. And as I walked around or rotated my head, the shadows changed in relation to  changing viewing angles.

Later, as I walked around the exhibit area I visited some of the stalls and witnessed some demos. EDGE Networks has been using the power of GPU processing for a business application. Interestingly, they use data science and AI for workforce transformation and an HR application. I spoke to Rahul Kulhari, their Lead Data Scientist. He told me that their talent acquisition app scans through thousands of resumes and filters candidates based on skills and experience that match a job description. This kind of processing used to take days to complete with a CPU. But now, with the power of a GPU it takes only a few hours.

I sat through an interesting presentation by Mandar Kulkarni, Head Automotive CAE, TCS. He spoke about some product development challenges and how GPUs and HPC have helped cut down production time and cost in automotive manufacturing.

“Earlier we had to make 100 prototypes of an engine and test each prototype. So development used to take years. But now we create virtual prototypes and do various simulations on the models. There are 500 types of simulations for every car — all the components have to be tested. We even do simulations on the coffee cup holder on the dash,” said Kulkarni.

The various simulation include vehicle crash, external aerodynamics, and aero acoustic analysis (to name a few). And billions of equations must be solved to create these simulations. This is only possible through parallel processing and HPC — which a modern GPU can perform.

There are numerous other examples and demos I can describe here to show the power of GPU, but that’s going to make this post a lot longer than I expected! So I will write about these separately in future posts.

I met and interviewed Greg Estes, Vice President, Enterprise Marketing, NVIDIA. Lookout for the interview that I’ll post on this site very soon.

* Brian Pereira has been tracking technology since 1989. He is the former editor of CHIP and InfomationWeek magazines in India. He now blogs at www.digitalcreed.in

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Now download a bank account

Absa has introduced an end-to-end account opening for new customers, through the Absa Banking App, which can be downloaded from the Android and Apple app stores. This follows the launch of the world first ChatBanking on WhatsApp service.

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This “download your account” feature enables new customers to Absa, to open a Cheque account, order their card and start transacting on the Absa Banking App, all within minutes, from anywhere and at any time, by downloading it from the App stores.

“Overall, this new capability is not only expected to enhance the customer’s digital experience, but we expect to leverage this in our branches, bringing digital experiences to the branch environment and making it easier for our customers to join and bank with us regardless of where they may be,” says Aupa Monyatsi, Managing Executive for Virtual Channels at Absa Retail & Business Banking.

“With this innovation comes the need to ensure that the security of our customers is at the heart of our digital experience, this is why the digital onboarding experience for this feature includes a high-quality facial matching check with the Department of Home Affairs to verify the customer’s identity, ensuring that we have the most up to date information of our clients. Security is supremely important for us.”

The new version of the Absa Banking App is now available in the Apple and Android App stores, and anyone with a South African ID can become an Absa customer, by following these simple steps:

  1. Download the Absa App
  2. Choose the account you would like to open
  3. Tell us who you are
  4. To keep you safe, we will verify your cell phone number
  5. Take a selfie, and we will do facial matching with the Department of Home Affairs to confirm you are who you say you are
  6. Tell us where you live
  7. Let us know what you do for a living and your income
  8. Click Apply.

 

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How we use phones to avoid human contact

A recent study by Kaspersky Lab has found that 75% of people pick up their connected device to avoid conversing with another human being.

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Connected devices are becoming essential to keeping people in contact with each other, but for many they are also a much-needed comfort blanket in a variety of social situations when they do not want to interact with others. A recent survey from Kaspersky Lab has confirmed this trend in behaviour after three-quarters of people (75%) admitted they use a device to pretend to be busy when they don’t want to talk to someone else, showing the importance of keeping connected devices protected under all circumstances. 

Imagine you’ve arrived at a bar and you’re waiting for your date. The bar is busy, and people are chatting all around you. What do you do now? Strike up a conversation with someone you don’t know? Grab your phone from your pocket or handbag until your date arrives to keep yourself busy? Why talk to humans or even make eye-contact with someone else when you can stare at your connected device instead?

The truth is, our use of devices is making it much easier to avoid small talk or even be polite to those around us, and new Kaspersky Lab research has found that 72% of people use one when they do not know what to do in a social situation. They are also the ‘go-to’ distraction for people even when they aren’t trying to look busy or avoid someone’s eye. 46% of people admit to using a device just to kill time every day and 44% use it as a daily distraction.

In addition to just being a distraction, devices are also a lifeline to those who would rather not talk directly to another person in day-to-day situations, to complete essential tasks. In fact, nearly a third (31%) of people would prefer to carry out tasks such as ordering a taxi or finding directions to where they need to go via a website and an app, because they find it an easier experience than speaking with another person.

Whether they are helping us avoid direct contact or filling a void in our daily lives, our constant reliance on devices has become a cause for panic when they become unusable. A third (34%) of people worry that they will not be able to entertain themselves if they cannot access a connected device. 12% are even concerned that they won’t be able to pretend to be busy if their device is out of action.

Dmitry Aleshin, VP for Product Marketing, Kaspersky Lab said, “The reliance on connected devices is impacting us in more ways than we could have ever expected. There is no doubt that being connected gives us the freedom to make modern life easier, but devices are also vital to help people get through different and difficult social situations. No matter what your ‘connection crutch’ is, it is essential to make sure your device is online and available when you need it most.”

To ensure your device lifeline is always there and in top health – no matter what the reason or situation – Kaspersky Security Cloud keeps your connection safe and secure:

·         I want to use my device while waiting for a friend – is it secure to access the bar’s Wi-Fi?

With Kaspersky Security Cloud, devices are protected against network threats, even if the user needs to use insecure public Wi-Fi hotspots. This is done through transferring data via an encrypted channel to ensure personal data safety, so users’ devices are protected on any connection.

·         Oh no! I’m bored but my phone’s battery is getting low – what am I going to do?

Users can track their battery level thanks to a countdown of how many minutes are left until their device shuts down in the Kaspersky Security Cloud interface. There is also a wide-range of portable power supplies available to keep device batteries charged while on-the-go.

·         I’ve lost my phone! How will I keep myself entertained now?

Should the unthinkable happen and you lose or have your phone stolen, Kaspersky Security Cloud can track and protect your device from data breaches, for complete peace of mind. Remote lock and locate features ensure your device remains secure until you are reunited.

 

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