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#and storage.
theethoslab · 3 months
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yunisverse · 1 month
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Been thinking about my old fakemons and what good good pubbies they are.
Cerbernard's barrel is full of aged berry juice that works as a Full Heal for lost and injured mountaineers. Berrel's barrel is full of Berrel.
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govindhtech · 7 months
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Tech Breakdown: What Is a SuperNIC? Get the Inside Scoop!
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The most recent development in the rapidly evolving digital realm is generative AI. A relatively new phrase, SuperNIC, is one of the revolutionary inventions that makes it feasible.
Describe a SuperNIC
On order to accelerate hyperscale AI workloads on Ethernet-based clouds, a new family of network accelerators called SuperNIC was created. With remote direct memory access (RDMA) over converged Ethernet (RoCE) technology, it offers extremely rapid network connectivity for GPU-to-GPU communication, with throughputs of up to 400Gb/s.
SuperNICs incorporate the following special qualities:
Ensuring that data packets are received and processed in the same sequence as they were originally delivered through high-speed packet reordering. This keeps the data flow’s sequential integrity intact.
In order to regulate and prevent congestion in AI networks, advanced congestion management uses network-aware algorithms and real-time telemetry data.
In AI cloud data centers, programmable computation on the input/output (I/O) channel facilitates network architecture adaptation and extension.
Low-profile, power-efficient architecture that effectively handles AI workloads under power-constrained budgets.
Optimization for full-stack AI, encompassing system software, communication libraries, application frameworks, networking, computing, and storage.
Recently, NVIDIA revealed the first SuperNIC in the world designed specifically for AI computing, built on the BlueField-3 networking architecture. It is a component of the NVIDIA Spectrum-X platform, which allows for smooth integration with the Ethernet switch system Spectrum-4.
The NVIDIA Spectrum-4 switch system and BlueField-3 SuperNIC work together to provide an accelerated computing fabric that is optimized for AI applications. Spectrum-X outperforms conventional Ethernet settings by continuously delivering high levels of network efficiency.
Yael Shenhav, vice president of DPU and NIC products at NVIDIA, stated, “In a world where AI is driving the next wave of technological innovation, the BlueField-3 SuperNIC is a vital cog in the machinery.” “SuperNICs are essential components for enabling the future of AI computing because they guarantee that your AI workloads are executed with efficiency and speed.”
The Changing Environment of Networking and AI
Large language models and generative AI are causing a seismic change in the area of artificial intelligence. These potent technologies have opened up new avenues and made it possible for computers to perform new functions.
GPU-accelerated computing plays a critical role in the development of AI by processing massive amounts of data, training huge AI models, and enabling real-time inference. While this increased computing capacity has created opportunities, Ethernet cloud networks have also been put to the test.
The internet’s foundational technology, traditional Ethernet, was designed to link loosely connected applications and provide wide compatibility. The complex computational requirements of contemporary AI workloads, which include quickly transferring large amounts of data, closely linked parallel processing, and unusual communication patterns all of which call for optimal network connectivity were not intended for it.
Basic network interface cards (NICs) were created with interoperability, universal data transfer, and general-purpose computing in mind. They were never intended to handle the special difficulties brought on by the high processing demands of AI applications.
The necessary characteristics and capabilities for effective data transmission, low latency, and the predictable performance required for AI activities are absent from standard NICs. In contrast, SuperNICs are designed specifically for contemporary AI workloads.
Benefits of SuperNICs in AI Computing Environments
Data processing units (DPUs) are capable of high throughput, low latency network connectivity, and many other sophisticated characteristics. DPUs have become more and more common in the field of cloud computing since its launch in 2020, mostly because of their ability to separate, speed up, and offload computation from data center hardware.
SuperNICs and DPUs both have many characteristics and functions in common, however SuperNICs are specially designed to speed up networks for artificial intelligence.
The performance of distributed AI training and inference communication flows is highly dependent on the availability of network capacity. Known for their elegant designs, SuperNICs scale better than DPUs and may provide an astounding 400Gb/s of network bandwidth per GPU.
When GPUs and SuperNICs are matched 1:1 in a system, AI workload efficiency may be greatly increased, resulting in higher productivity and better business outcomes.
SuperNICs are only intended to speed up networking for cloud computing with artificial intelligence. As a result, it uses less processing power than a DPU, which needs a lot of processing power to offload programs from a host CPU.
Less power usage results from the decreased computation needs, which is especially important in systems with up to eight SuperNICs.
One of the SuperNIC’s other unique selling points is its specialized AI networking capabilities. It provides optimal congestion control, adaptive routing, and out-of-order packet handling when tightly connected with an AI-optimized NVIDIA Spectrum-4 switch. Ethernet AI cloud settings are accelerated by these cutting-edge technologies.
Transforming cloud computing with AI
The NVIDIA BlueField-3 SuperNIC is essential for AI-ready infrastructure because of its many advantages.
Maximum efficiency for AI workloads: The BlueField-3 SuperNIC is perfect for AI workloads since it was designed specifically for network-intensive, massively parallel computing. It guarantees bottleneck-free, efficient operation of AI activities.
Performance that is consistent and predictable: The BlueField-3 SuperNIC makes sure that each job and tenant in multi-tenant data centers, where many jobs are executed concurrently, is isolated, predictable, and unaffected by other network operations.
Secure multi-tenant cloud infrastructure: Data centers that handle sensitive data place a high premium on security. High security levels are maintained by the BlueField-3 SuperNIC, allowing different tenants to cohabit with separate data and processing.
Broad network infrastructure: The BlueField-3 SuperNIC is very versatile and can be easily adjusted to meet a wide range of different network infrastructure requirements.
Wide compatibility with server manufacturers: The BlueField-3 SuperNIC integrates easily with the majority of enterprise-class servers without using an excessive amount of power in data centers.
#Describe a SuperNIC#On order to accelerate hyperscale AI workloads on Ethernet-based clouds#a new family of network accelerators called SuperNIC was created. With remote direct memory access (RDMA) over converged Ethernet (RoCE) te#it offers extremely rapid network connectivity for GPU-to-GPU communication#with throughputs of up to 400Gb/s.#SuperNICs incorporate the following special qualities:#Ensuring that data packets are received and processed in the same sequence as they were originally delivered through high-speed packet reor#In order to regulate and prevent congestion in AI networks#advanced congestion management uses network-aware algorithms and real-time telemetry data.#In AI cloud data centers#programmable computation on the input/output (I/O) channel facilitates network architecture adaptation and extension.#Low-profile#power-efficient architecture that effectively handles AI workloads under power-constrained budgets.#Optimization for full-stack AI#encompassing system software#communication libraries#application frameworks#networking#computing#and storage.#Recently#NVIDIA revealed the first SuperNIC in the world designed specifically for AI computing#built on the BlueField-3 networking architecture. It is a component of the NVIDIA Spectrum-X platform#which allows for smooth integration with the Ethernet switch system Spectrum-4.#The NVIDIA Spectrum-4 switch system and BlueField-3 SuperNIC work together to provide an accelerated computing fabric that is optimized for#Yael Shenhav#vice president of DPU and NIC products at NVIDIA#stated#“In a world where AI is driving the next wave of technological innovation#the BlueField-3 SuperNIC is a vital cog in the machinery.” “SuperNICs are essential components for enabling the future of AI computing beca
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fuzzyghost · 3 months
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bright-thehawksflight · 5 months
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You know at first I didn't believe it when fiber artists on tumblr would tell me to be wary of the fiber art slippery slope. And yet. I hear the siren call of the spindle. Fellow crafters help me resist. Tie me to the fucking mast. Please.
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sneckoil · 9 months
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he's a hard drive...
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ukserverhosting · 11 months
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A Gaming VPS, or Gaming Virtual Private Server, is a specialized hosting service designed for gamers. It provides gamers with a dedicated virtual machine on a powerful server, offering exclusive access to dedicated CPU cores, RAM, and storage.
Visit - https://www.ukserverhosting.org/ssd-vps-hosting/
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reasonsforhope · 23 days
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Green energy is in its heyday. 
Renewable energy sources now account for 22% of the nation’s electricity, and solar has skyrocketed eight times over in the last decade. This spring in California, wind, water, and solar power energy sources exceeded expectations, accounting for an average of 61.5 percent of the state's electricity demand across 52 days. 
But green energy has a lithium problem. Lithium batteries control more than 90% of the global grid battery storage market. 
That’s not just cell phones, laptops, electric toothbrushes, and tools. Scooters, e-bikes, hybrids, and electric vehicles all rely on rechargeable lithium batteries to get going. 
Fortunately, this past week, Natron Energy launched its first-ever commercial-scale production of sodium-ion batteries in the U.S. 
“Sodium-ion batteries offer a unique alternative to lithium-ion, with higher power, faster recharge, longer lifecycle and a completely safe and stable chemistry,” said Colin Wessells — Natron Founder and Co-CEO — at the kick-off event in Michigan. 
The new sodium-ion batteries charge and discharge at rates 10 times faster than lithium-ion, with an estimated lifespan of 50,000 cycles.
Wessells said that using sodium as a primary mineral alternative eliminates industry-wide issues of worker negligence, geopolitical disruption, and the “questionable environmental impacts” inextricably linked to lithium mining. 
“The electrification of our economy is dependent on the development and production of new, innovative energy storage solutions,” Wessells said. 
Why are sodium batteries a better alternative to lithium?
The birth and death cycle of lithium is shadowed in environmental destruction. The process of extracting lithium pollutes the water, air, and soil, and when it’s eventually discarded, the flammable batteries are prone to bursting into flames and burning out in landfills. 
There’s also a human cost. Lithium-ion materials like cobalt and nickel are not only harder to source and procure, but their supply chains are also overwhelmingly attributed to hazardous working conditions and child labor law violations. 
Sodium, on the other hand, is estimated to be 1,000 times more abundant in the earth’s crust than lithium. 
“Unlike lithium, sodium can be produced from an abundant material: salt,” engineer Casey Crownhart wrote ​​in the MIT Technology Review. “Because the raw ingredients are cheap and widely available, there’s potential for sodium-ion batteries to be significantly less expensive than their lithium-ion counterparts if more companies start making more of them.”
What will these batteries be used for?
Right now, Natron has its focus set on AI models and data storage centers, which consume hefty amounts of energy. In 2023, the MIT Technology Review reported that one AI model can emit more than 626,00 pounds of carbon dioxide equivalent. 
“We expect our battery solutions will be used to power the explosive growth in data centers used for Artificial Intelligence,” said Wendell Brooks, co-CEO of Natron. 
“With the start of commercial-scale production here in Michigan, we are well-positioned to capitalize on the growing demand for efficient, safe, and reliable battery energy storage.”
The fast-charging energy alternative also has limitless potential on a consumer level, and Natron is eying telecommunications and EV fast-charging once it begins servicing AI data storage centers in June. 
On a larger scale, sodium-ion batteries could radically change the manufacturing and production sectors — from housing energy to lower electricity costs in warehouses, to charging backup stations and powering electric vehicles, trucks, forklifts, and so on. 
“I founded Natron because we saw climate change as the defining problem of our time,” Wessells said. “We believe batteries have a role to play.”
-via GoodGoodGood, May 3, 2024
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Note: I wanted to make sure this was legit (scientifically and in general), and I'm happy to report that it really is! x, x, x, x
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incredubious · 17 days
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gentle touches
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maxsus · 4 months
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First Look:Garage And Storage |Sims4CC|
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The "Garage And Storage Pack" will finally bring to your game the opportunity to create your own garage. Shelves and stacable storage boxes, garage counters and cabinets for tools, as well as a variety of decorative items that will help to personalize the space of your garage.
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In addition, this set offers a wide range of different cars that your Sims can own. Although all the items in this pack are purely decorative in nature, they add a touch of realism to the game.
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This set is now available on Early Access.
JOIN
Follow me on |Instagram|Twitter|Tumblr|CurseForge|
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faiell · 2 months
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of cabinets and cupboards
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wjbs-aus · 1 year
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Ceramic Pufferfish Jar by SarahWhyteCeramics
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bowenoke · 2 months
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"i've been here the whole time" only works for sam reich because I do truly believe that he lives on set and the production crew locks him in every night
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mozart-the-meerkitten · 9 months
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PSA- TAKE YOUR FLASHDRIVE OUT OF YOUR COMPUTER
If you are not using your flashdrive to actively back things up- TAKE IT OUT OF YOUR COMPUTER! DO IT NOW! RIGHT. NOW.
Yesterday one of my flashdrives stopped working. My mom took it to our local computer guy to find out what was wrong with it and the guy said the the ONLY way that it could POSSIBLY (not definitely, POSSIBLY) be recovered is by sending it to a FORENSICS COMPANY that charges NINE HUNDRED AND FIFTY DOLLARS ($950) as a flat rate for this service. IF the stuff can even be recovered.
The computer guy said that he has seen all types of flashdrives, no matter the quality, fail because people don't know that they need to take them out of their computers when they're not using them. A few of the things that can happen are the flashdrive can overheat or a virus could destroy it if your computer happens to pick up a virus.
I have thousands of pictures and videos on that flashdrive, precious, precious memories of kids I've worked with that I may never see again in my life and now I might have lost them because I didn't know to take my flashdrive out of my computer when I'm not using it. The cute pictures of my three new kittens I've been posting? On that flashdrive. Memories from holidays and birthdays and camping adventures might be lost forever.
TAKE. YOUR. FLASHDRIVE. OUT. OF. YOUR. COMPUTER!!!!!!
(please for the love of all that is good share this so other people don't have it happen too)
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drhubrisworm · 9 days
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Melinoe: *gasping, with tears welling in her eyes, hands over her mouth* Look on how the titan has destroyed completely my family's rooms, especially the room of my brother.
*zags room is completely the same with zero changes by chronos *
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