Tag: Efficient

‘Inspired by the human brain’: Intel debuts neuromorphic system that aims to mimic grey matter with a clear aim — making the machine exponentially faster and much more power efficient, just like us

Post author By lisa nichols
Post date April 28, 2024
No Comments on ‘Inspired by the human brain’: Intel debuts neuromorphic system that aims to mimic grey matter with a clear aim — making the machine exponentially faster and much more power efficient, just like us

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Neuromorphic computing is about mimicking the human brain’s structure to deliver more efficient data processing, including faster speeds and higher accuracy, and it’s a hot topic right now. A lot of universities and tech firms are working on it, including scientists at Intel who have built the world’s largest “brain-based” computing system for Sandia National Laboratories in New Mexico.

Intel’s creation, called Hala Point, is only the size of a microwave, but boasts 1.15 billion artificial neurons. That’s a massive step up from the 50 million neuron capacity of its predecessor, Pohoiki Springs, which debuted four years ago. There’s a theme with Intel’s naming in case you were wondering – they’re locations in Hawaii.

Hala Point is ten times faster than its predecessor, 15 times denser, and with one million circuits on a single chip. Pohoiki Springs only had 128,000.

Making full use of it

Equipped with 1,152 Loihi 2 research processors (Loihi is a volcano in Hawaii), the Hala Point system will be tasked with harnessing the power of vast neuromorphic computation. “Our colleagues at Sandia have consistently applied our Loihi hardware in ways we never imagined, and we look forward to their research with Hala Point leading to breakthroughs in the scale, speed and efficiency of many impactful computing problems,” said Mike Davies, director of the Neuromorphic Computing Lab at Intel Labs.

Since a Neuromorphic system of this scale hasn’t existed before, Sandia has been developing special algorithms to ultimately make use of the computer’s full capabilities.

“We believe this new level of experimentation – the start, we hope, of large-scale neuromorphic computing – will help create a brain-based system with unrivaled ability to process, respond to and learn from real-life data,” Sandia lead researcher Craig Vineyard said.

His colleague, fellow researcher Brad Aimone added, “One of the main differences between brain-like computing and regular computers we use today – in both our brains and in neuromorphic computing – is that the computation is spread over many neurons in parallel, rather than long processes in series that are an inescapable part of conventional computing. As a result, the more neurons we have in a neuromorphic system, the more complex a calculation we can perform. We see this in real brains. Even the smallest mammal brains have tens of millions of neurons; our brains have around 80 billion. We see it in today’s AI algorithms. Bigger is far better.”

Next Apple Watch Could Feature More Power Efficient OLED Display

Post author By miranda cosgrove
Post date April 9, 2024
No Comments on Next Apple Watch Could Feature More Power Efficient OLED Display

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Apple plans to use new low-energy OLED panel technology in the next Apple Watch to further reduce the power consumption of its always-on display, claims a new report out of Korea.

apple watch series 9 display
According to The Elec, Apple will adopt new low-temperature polycrystalline oxide (LTPO) thin-film transistor (TFT) technology for its upcoming Apple Watch, which is scheduled to be released in the second half of this year.

LPTO TFT is a method of applying oxide on the driving TFT and the switching transistors behind each pixel. Switching transistors control the voltage applied to the liquid crystal cells, allowing precise control of the amount of light that passes through each pixel.

Existing Apple Watch OLED displays use LPTO TFT in only a few switching transistors, and rely on low-temperature polycrystalline silicon (LTPS) technology for the majority of transistors as well as the driving TFT.

Using oxide instead of LTPS for the driving TFT and more of the switching transistors means that oxide alone is responsible for the current running through the majority of transistors that connect directly to the OLED pixel. In the new LTPO OLED application, increased use of oxide means lower leakage current and more stable operation at low refresh rates, resulting in overall power savings.

The downside is that the technique means more complication in the manufacturing of the TFT substrates. According to the report, LG Display is expected to take the lead in the development of the new LPTO OLED technology. Meanwhile, Samsung is participating in a development project that should see it join Apple’s LPTO OLED supply chain in time for next year’s Apple Watch.

This has led to industry speculation that Apple is planning to expand the use of LPTO OLED technology to other products such as the iPhone. The current iPhone 15 and iPhone 15 Plus use LTPS panels, while Apple’s iPhone 15 Pro models use the more advanced LTPO panels, which support variable refresh rates.

Apple is expected to retain the use of the less advanced LTPS panels in this year’s iPhone 16 and iPhone 16 Plus to maintain differentiation between its standard and Pro models. However, next year’s iPhone 17 and iPhone 17 Plus are expected to adopt the same technology, which would mean Apple’s 2025 iPhone series will be the first of its kind to feature ProMotion and always-on displays across the lineup.

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Tags Apple, display, Efficient, feature, OLED, Power, Watch

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AI chip built using ancient Samsung tech is claimed to be as fast as Nvidia A100 GPU — prototype is smaller and much more power efficient but is it just too good to be true?

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Scientists from the Korea Advanced Institute of Science and Technology (KAIST) have unveiled an AI chip that they claim can match the speed of Nvidia‘s A100 GPU but with a smaller size and significantly lower power consumption. The chip was developed using Samsung‘s 28-nanometer manufacturing process, a technology considered relatively old in the fast-moving world of semiconductors.

The team, led by Professor Yoo Hoi-jun at KAIST’s processing-in-memory research center, has developed what it says is the world’s first ‘Complementary-Transformer’ (C-Transformer) AI chip. This neuromorphic computing system mimics the structure and workings of the human brain, using a deep learning model often employed in visual data processing.

“Neuromorphic computing is a technology that even companies like IBM and Intel have not been able to implement, and we are proud to be the first in the world to run the LLM with a low-power neuromorphic accelerator,” Yoo said.

Questions remain

This technology learns context and meaning by tracking relationships within data, such as words in a sentence, which is a key technology for generative AI services like ChatGPT.

During a demonstration at the ICT ministry’s headquarters, team member Kim Sang-yeob showcased the chip’s capabilities. On a laptop equipped with the chip he performed tasks such as Q&A sessions, sentence summation, and translations using OpenAI‘s LLM, GPT-2. The tasks were completed at least three times faster and, in some cases, up to nine times faster than when running GPT-2 on an internet-connected laptop.

Implementing LLMs in generative AI tasks typically requires numerous GPUs and 250 watts of power, but the team claims their semiconductor uses only 1/625 of the power of Nvidia’s GPU for the same tasks. In addition, because it is also 1/41 of the size, measuring just 4.5mm by 4.5mm, it could ultimately be used in devices like mobile phones.

Whether the chip can deliver on its promises in real-world applications remains to be seen, however. As Tom’s Hardware reports, “Though we are told that the KAIST C-Transformer chip can do the same LLM processing tasks as one of Nvidia’s beefy A100 GPUs, none of the press nor conference materials we have provided any direct comparative performance metrics. That’s a significant statistic, conspicuous by its absence, and the cynical would probably surmise that a performance comparison doesn’t do the C-Transformer any favors.“

Efficient Packing and Loading: How Pros Make Packing and Loading Easy

Post author By admin
Post date September 25, 2023
No Comments on Efficient Packing and Loading: How Pros Make Packing and Loading Easy

Moving to a new home can be super exciting, but let’s face it; it’s also a tad overwhelming. Packing up your life and ensuring everything arrives safely at your new place is a big job. But guess what? There are superheroes of moving called professional movers, like the awesome folks at Better Life Moving. They’re here to make your move smooth and easy. Let’s dive into why these experts are your best pals when it’s time to move.

Meet the Moving Wizards

Professional movers aren’t just any folks with a truck. They’re like moving wizards. They’ve got some serious skills that make your move a breeze:

Guardians of Your Stuff: These folks are pros at keeping your things safe. Imagine your precious heirlooms, cherished memories, and that fancy TV – they’ll make sure everything arrives without a scratch.
Furniture Whisperers: If you’ve got furniture that needs a little disassembly and reassembly, no worries! They’ve got this covered. That massive bookshelf? They’ll take it apart, transport it safely, and put it back together in your new place.

Safety and Stress-Free Moving

Your belongings are important, and professional movers treat them like treasure. They’re the masters of lifting heavy stuff without breaking a sweat, and they often offer insurance. What does that mean for you? It means you can relax knowing your stuff is in safe hands.

Picture this: your antique cabinet, that fragile vase, or your beloved piano. You won’t have to stay up at night worrying about them getting damaged on the road. Professional movers are experts at securing your belongings in the truck, making sure they arrive in perfect condition.

Time and Energy Saver

Moving can be a real energy drain. Packing, loading, driving, unloading – it’s like a never-ending race. But when you bring in the pros, you get your time and energy back.

Imagine this: instead of spending your weekend packing your entire kitchen, you’re out with friends, having a blast. Professional movers can pack up your kitchen, and pretty much your whole house, way faster and safer than you could.
What’s even cooler? You can focus on the fun stuff, like changing your address with the post office, setting up your new utilities, and throwing a farewell party for your old place. Plus, you’ll have the energy to explore your new neighborhood when you arrive, instead of collapsing from exhaustion.

Tailored Just for You

No two moves are the same, right? That’s where professional movers shine. Whether you’re moving across town or across the country, they’ve got tricks up their sleeves to make it a smooth ride.

Let’s say you’re moving your life across states. You’ve got an art collection, and you’re worried about those fragile pieces. No problem! Professional movers have custom solutions like special crates and climate-controlled trucks to ensure your artwork arrives in top-notch condition.

Or perhaps you’re downsizing to a smaller place, but you can’t part with your beloved furniture. Many professional movers offer storage options. They’ll keep your extra stuff safe until you’re ready for it again.

Packing and Loading, the Smart Way

Packing and loading – it’s like the heart and soul of moving. And guess what? Professional movers are experts at both:

Masters of Packing: They know all the tricks to pack your stuff safely. Your great-grandma’s china set? They’ll wrap each piece like it’s a treasure.
Loading Geniuses: Loading a moving truck is like solving a giant puzzle, and professional movers are masters at it. They use the space in the truck like pros, which means fewer trips and less risk of your stuff getting damaged.

Imagine trying to cram your sofa, dining table, and a gazillion boxes into a rental truck. It’s a challenge! But professional movers know how to make everything fit like magic, saving you money on truck rentals.

Professional moving companies often offer some sweet extras to make your move super smooth:

The Inventory Whiz:They help you keep track of all your stuff during the move, so nothing goes missing. Imagine the relief of knowing every single item you own made it to your new home.
Local or Long-Distance: Whether you’re moving down the block or across the country, they’ve got you covered. They know all the ins and outs of making it happen.
Storage Solutions:Got stuff you don’t have room for right now? No problem! Professional movers often have safe storage options. Your beloved furniture can chill there until you’ve got space.
Fragile Items: They treat delicate and valuable items like royalty to ensure they arrive safe and sound.
Furniture Magic: They’re awesome at taking apart and putting back together your big furniture and appliances. That giant cabinet? They’ll work their magic.
Unpack and Set Up:Once you’re in your new place, they can help with unpacking and getting everything in its place. Imagine not spending weeks unpacking boxes. You can start living in your new spot right away.

Conclusion

Professional movers, like Better Life Moving, come with a bunch of perks that make your move way easier. They’re super efficient, know how to keep your stuff safe, and they’ve got insurance to give you peace of mind. So, when you’re planning your next move, think about how much simpler it could be with these moving pros by your side.

By hiring professional movers, you’re not just getting a truck and some muscle; you’re investing in a stress-free, efficient, and safe moving experience. So, when a moving day rolls around, relax and leave it to the experts. They’ve got it all under control, and you can start enjoying your new home sooner than you think. Happy moving!

Tags Easy, Efficient, Loading, Packing, Pros