The Next Platform - The Next Platform
WEBOver the past two years, enterprises have tried to keep up with the staggering pace of the innovation with generative AI, mapping out ways to implement the emerging technology into their operations in hopes of saving time and money, increasing productivity, improving customer service and support, and driving efficiencies. However, ….
Inside Tesla’s Innovative And Homegrown “Dojo” AI Supercomputer
WEBAug 31, 2022 · That, in a nutshell, is what Tesla’s Project Dojo chip, interconnect, and supercomputer effort is all about. At the Hot Chips 34 conference, the chip, system, and software engineers who worked on the Dojo supercomputer unveiled many of the architectural features of the machine for the first time, and promised to talk about the performance of the Dojo system at the Tesla AI Day 2 event on ...
Deep Dive On Google’s Exascale TPUv4 AI Systems - The Next …
WEBOct 11, 2022 · It seems like we have been talking about Google’s TPUv4 machine learning accelerators for a long time, and that is because we have been. And today, at the Google Cloud Next 2022 conference, the search engine, advertising, video streaming, enterprise application, and cloud computing giant will finally make its fourth generation – and most powerful and scalable – Tensor Processing Units ...
Stacking Up AMD MI200 Versus Nvidia A100 Compute Engines
WEBDec 6, 2021 · Stacking Up AMD MI200 Versus Nvidia A100 Compute Engines. December 6, 2021 Timothy Prickett Morgan. The modern GPU compute engine is a microcosm of the high performance computing datacenter at large. At every level of HPC – across systems in the datacenter, within clusters of disparate and …
Inside Amazon’s Graviton3 Arm Server Processor - The Next Platform
WEBJan 4, 2022 · Inside Amazon’s Graviton3 Arm Server Processor. January 4, 2022 Timothy Prickett Morgan Compute 16. The Graviton family of Arm server chips designed by the Annapurna Labs division of Amazon Web Services is arguably the highest volume Arm server chips the datacenter market today, and they have precisely one – …
This Is What The Most Powerful Server In The World Looks Like
WEBSep 8, 2021 · Here is what matters. The Power p5 595 with 64 Power5 cores in 32 sockets running at 1.9 GHz had a rating of 306.21 on IBM’s Relative Performance (rPerf) online transaction performance benchmark test. The 240-core, 16-socket Power E1080 has an rPerf rating of 7,998.6.
Deep Dive Into Nvidia’s “Hopper” GPU Architecture - The Next …
WEBMar 31, 2022 · Deep Dive Into Nvidia’s “Hopper” GPU Architecture. March 31, 2022 Timothy Prickett Morgan. With each passing generation of GPU accelerator engines from Nvidia, machine learning drives more and more of the architectural choices and changes and traditional HPC simulation and modeling drives less and less. At least directly.
How High-Bandwidth Memory Will Break Performance Bottlenecks
WEBOct 21, 2021 · The real bandwidth of the Sapphire Rapids HBM memory system will be defined by the number of memory channels and performance of the HBM devices on each channel. Current HBM2 devices deliver between 256 GB/sec to 410 GB/sec, which gives us an idea of the performance potential of a modern HBM2 stacked memory channel.
Counting The Cost Of Training Large Language Models - The Next …
WEBDec 1, 2022 · Hence, our guesses on costs outlined above. Clearly, on a four-node cluster, the cost of processing each set of parameters rises as the models get fatter. It is only $1.92 per 1 million parameters for the GPT-3XL model, but at the pricing set by Cerebras and Cirrascale, it is $35.71 for the GPT 70B model.
What Faster And Smarter HBM Memory Means For Systems - The …
WEBJul 21, 2021 · Both SK Hynix and Samsung have surpassed these levels. Samsung’s HBM2E stayed with eight dies per stack and a 3.2 Gb/sec signaling rate, which works out to 16 GB per stack and 410 GB/sec per stack, while SK Hynix cranked the signaling rate up to 3.6 Gb/sec and kept the same 16 GB per an eight stack and …