Machine Learning
While this year’s Spring GTC event doesn’t feature any new GPUs or GPU architectures from NVIDIA, the company is still in the process of rolling out new products based on the Hopper and Ada Lovelace GPUs its introduced in the past year. At the high-end of the market, the company today is announcing a new H100 accelerator variant specifically aimed at large language model users: the H100 NVL. The H100 NVL is an interesting variant on NVIDIA’s H100 PCIe card that, in a sign of the times and NVIDIA’s success in the AI field, is aimed at a singular market: large language model (LLM) deployment. There are a few things that make this card atypical from NVIDIA’s usual server fare – not the least of...
NVIDIA Hopper GPU Architecture and H100 Accelerator Announced: Working Smarter and Harder
Depending on your point of view, the last two years have either gone by very slowly, or very quickly. While the COVID pandemic never seemed to end – and...
88 by Ryan Smith on 3/22/2022_carousel.jpg)
Cerebras Completes Series F Funding, Another $250M for $4B Valuation
Every once in a while, a startup comes along with something out of left field. In the AI hardware generation, Cerebras holds that title, with their Wafer Scale Engine...
25 by Dr. Ian Cutress on 11/10/2021
NVIDIA Launches A2 Accelerator: Entry-Level Ampere For Edge Inference
Alongside a slew of software-related announcements this morning from NVIDIA as part of their fall GTC, the company has also quietly announced a new server GPU product for the...
16 by Ryan Smith on 11/9/2021
Hot Chips 2021 Live Blog: Machine Learning (Graphcore, Cerebras, SambaNova, Anton)
Welcome to Hot Chips! This is the annual conference all about the latest, greatest, and upcoming big silicon that gets us all excited. Stay tuned during Monday and Tuesday...
3 by Dr. Ian Cutress on 8/24/2021
Hot Chips 2021 Live Blog: Machine Learning (Esperanto, Enflame, Qualcomm)
Welcome to Hot Chips! This is the annual conference all about the latest, greatest, and upcoming big silicon that gets us all excited. Stay tuned during Monday and Tuesday...
0 by Dr. Ian Cutress on 8/24/2021
Hot Chips 2021 Keynote Live Blog: Designing Chips with AI, Synopsys
Welcome to Hot Chips! This is the annual conference all about the latest, greatest, and upcoming big silicon that gets us all excited. Stay tuned during Monday and Tuesday...
0 by Dr. Ian Cutress on 8/23/2021
Cadence Cerebrus to Enable Chip Design with ML: PPA Optimization in Hours, not Months
The design of most leading edge processors and ASICs rely on steps of optimization, with the three key optimization points being Performance, Power, and Area (and sometimes Cost). Once...
20 by Dr. Ian Cutress on 7/22/2021
Using AI to Build Better Processors: Google Was Just the Start, Says Synopsys
In light of the rate of innovation, chip design teams have spent tens of thousands of hours honing their skills over the decades. But getting the best human-designed processor...
100 by Dr. Ian Cutress on 6/23/2021-page-036a_carousel.jpg)
Xilinx Expands Versal AI to the Edge: Helping Solve the Silicon Shortage
Today Xilinx is announcing an expansion to its Versal family, focused specifically on low power and edge devices. Xilinx Versal is the productization of a combination of many different...
25 by Dr. Ian Cutress on 6/9/2021
MLPerf Inference v1.0: 2000 Suite Results, New Power Measurements
There has been a strong desire for a series of industry standard machine learning benchmarks, akin to the SPEC benchmarks for CPUs, in order to compare relative solutions. Over...
11 by Dr. Ian Cutress on 4/21/2021
Graphcore Series E Funding: $710m Total, $440m Cash-in-Hand
For those that aren’t following the AI industry, one of the key metrics to observe for a number of these AI semiconductor startups is the amount of funding they...
12 by Dr. Ian Cutress on 1/4/2021
Qualcomm's Cloud AI 100 Now Sampling: Up to 400TOPs at 75W
Today Qualcomm is revealing more information on last year’s announced “Cloud AI 100” inference chip and platform. The new inference platform by the company is said to have entered...
15 by Andrei Frumusanu on 9/16/2020
342 Transistors for Every Person In the World: Cerebras 2nd Gen Wafer Scale Engine Teased
One of the highlights of Hot Chips from 2019 was the startup Cerebras showcasing its product – a large ‘wafer-scale’ AI chip that was literally the size of a...
32 by Dr. Ian Cutress on 8/18/2020
Arm Announces Ethos-N78 NPU: Bigger And More Efficient
Yesterday Arm released the new Cortex-A78, Cortex-X1 CPUs and the new Mali-G78 GPU. Alongside the new “key” IPs from the company, we also saw the reveal of the newest...
34 by Andrei Frumusanu on 5/27/2020
AMD Unveils CDNA GPU Architecture: A Dedicated GPU Architecture for Data Centers
Over the last decade, the industry has seen a boom in demand for GPUs for the data center. Driven in large part by rapid progress in neural networking, deep...
26 by Ryan Smith on 3/5/2020
Arm Announces Cortex-M55 Core And Ethos-U55 microNPU
Today Arm announces its newest addition to the Cortex-M series, the new Cortex M55. In addition to the new CPU microarchitecture which brings several new improvements, we also see...
16 by Andrei Frumusanu on 2/10/2020
Intel Whittles Down AI Portfolio, Folds Nervana in Favor of Habana
Over the past several years, Intel has built up a significant portfolio of AI acceleration technologies. This includes everything from in-house developments like Intel’s DL Boost instructions and upcoming...
42 by Ryan Smith on 2/3/2020
Next-Gen NVIDIA Teslas Due This Summer; To Be Used In Big Red 200 Supercomputer
Thanks to Indiana University and The Next Platform, we have a hint of what’s to come with NVIDIA’s future GPU plans, with strong signs that NVIDIA will have a...
38 by Ryan Smith on 1/31/2020
CES 2020: Ambarella Showcases CV2, CV22 and CV25 Demos
Amongst the many showcases at CES 2020 was Ambarella’s newest demo line-up showcasing various solutions using the CV2, CV22 and also demonstrating new platforms based on the newly announced...
13 by Andrei Frumusanu on 1/16/2020
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