Sally Ward-Foxton Profile Banner
Sally Ward-Foxton Profile
Sally Ward-Foxton

@sallywf

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Senior Reporter at @eetimes , reporting mainly on AI accelerators.

London, England
Joined January 2009
Don't wanna be here? Send us removal request.
@sallywf
Sally Ward-Foxton
7 months
Edge AI chip companies be like:
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@sallywf
Sally Ward-Foxton
10 months
Geeking out at @nvidia with the new GH200 🤓
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@sallywf
Sally Ward-Foxton
1 year
Hands on with @EsperantoTech silicon at #dac60 - 1000 RISC-V cores on this ~25W inference chip. They have Meta OPT 13B up and running on one chip. #ai #llm #aihardware #aiinference
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@sallywf
Sally Ward-Foxton
1 year
Called by @tenstorrent to interview Jim Keller and get a look at new Wormhole cards! Thanks for having me!
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@sallywf
Sally Ward-Foxton
3 years
Neuromorphic IP vendor @BrainChip_inc now has dev kits available. The company converts CNNs to spiking networks so they can run on BrainChip's Akida processor, which reduces power consumption and enables on-chip learning at the edge. #ai #neuromorphic
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@sallywf
Sally Ward-Foxton
7 months
. @tenstorrent has partnered with fledgling Japanese foundry Rapidus. Why? I sat down with Jim Keller for insight into the automotive AI chip market, a progress report on hardware and software, and its IP business, which is steadily gaining momentum.
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@sallywf
Sally Ward-Foxton
11 months
New favourite GIF just dropped
@IridiumWings
Navi24-chan 🌠
11 months
@IanCutress With subs and easy karaoke
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@sallywf
Sally Ward-Foxton
9 months
. @RajaXg 's new startup, Mihira, will build data centers with heterogeneous compute for rendering and AI. Mihira has licensed software from Intel's recently abandoned Project Endgame. And Raja told me he hasn't ruled out chip design going forward.
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@sallywf
Sally Ward-Foxton
7 months
I reached 2000 twitter followers 🎉🎉🎉 Thanks everyone for following along and please stay tuned for more interesting stuff on AI chips as we head into 2024. I'd like to thank my mother, my colleagues, everyone I've ever interviewed, ... (🧵1/387)
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@sallywf
Sally Ward-Foxton
8 months
. @nvidia has trained its NeMo #LLM on its internal documents and codebase. ChipNeMo can write Tcl scripts to control EDA tools, summarize bug documentation & answer junior designers' questions. All geared towards designer productivity, Bill Dally told me:
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@sallywf
Sally Ward-Foxton
1 year
This customer win is a huge deal for @CerebrasSystems and will be worth around $900 million in the next 18 months. Importantly, it validates the market for non-GPU AI accelerators at data center scale.
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@sallywf
Sally Ward-Foxton
11 months
Already sick of hearing people describe Arm as a "chipmaker" (in this case "shipping chips") and there are still several weeks to go on this IPO. Arm does not ship chips
@johncoogan
John Coogan
11 months
Here's what you need to know about the Arm IPO: - They've shipped over a quarter TRILLION chips - They have 99% market share in mobile - 96% gross margins (26% operating margins) - Aiming for ~65B market cap For the full history of the company, just watch this video:
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@sallywf
Sally Ward-Foxton
10 months
Called by @tenstorrent this morning to chat with Jim Keller about the company's plans, RISC-V in automotive and scientific computing, the economics of chiplets, and much more. Stay tuned for the @eetimes article. Thanks @jimkxa !
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@sallywf
Sally Ward-Foxton
1 year
Delighted to be invited to @Arm 's HQ in Cambridge today. Story coming soon to @eetimes !
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@sallywf
Sally Ward-Foxton
1 year
Presenting The AI Hardware Show Live at #dac60 today with @IanCutress - thanks to everyone who stopped by to watch us!
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@sallywf
Sally Ward-Foxton
5 years
Not thrilled so far #CogX19 #CogX stood in a queue of hundreds in pouring rain to pick up unnecessary lanyard. Why can't barcode alone be good for entry? Missing Sadiq Khan speech for this
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@sallywf
Sally Ward-Foxton
1 year
I have a few thoughts on this article.🧵
@fttechnews
FT Technology News
1 year
Nvidia’s rivals struggle to gain ground in generative AI chip war
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@sallywf
Sally Ward-Foxton
1 year
Good morning to everyone EXCEPT the person who commented on YouTube that they thought I was @IanCutress in a wig
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@sallywf
Sally Ward-Foxton
10 months
. @AMD has multiple AI software stacks for its diverse hardware. Vamsi Boppana told me there is work ongoing to unify some elements of these stacks, and that ROCm is the company's #1 priority, since it is crucial to the success of MI300 & MI300X. #ai #rocm
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@sallywf
Sally Ward-Foxton
1 year
Google published a paper last week on TPUv4. You may have seen in press/on twitter Google "beating Nvidia," or making unfair comparisons. Not only did they not beat Nvidia, G's comparison was appropriate, and paper actually had interesting stuff besides:
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@sallywf
Sally Ward-Foxton
2 years
Mercedes used @BrainChip_inc 's neuromorphic chip in its latest concept car, for the "Hey Mercedes" hot word. Mercedes said #neuromorphic chips use 5-10X less power than conventional equivalent, which contributes to the car's 1000-km range.
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@sallywf
Sally Ward-Foxton
2 years
SOME PEOPLE THINK "IN-MEMORY COMPUTE" AND "COMPUTE-IN-MEMORY" IS THE SAME THING BUT OFTEN WHEN PEOPLE SAY "IN-MEMORY COMPUTE" THEY JUST MEAN COMPUTE AND MEMORY MIXED TOGETHER AT A FINE LEVEL OF GRANULARITY AS OPPOSED TO ANALOG COMPUTING WHICH IS TOTALLY DIFF-
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@sallywf
Sally Ward-Foxton
10 months
. @SambaNovaAI released new silicon, and yours truly had my hands on it on Friday! New chip is designed for LLM inference and adds HBM for the first time (previously they got away with DDR only). Details in my story: #ai #llm #llminference #chatgpt #aichip
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@sallywf
Sally Ward-Foxton
2 years
Here comes Hot Chips! Are you looking forward to it as much as I am? Here are some notes on what I'm looking out for on the program this year: #hotchips34 @hotchipsorg
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@sallywf
Sally Ward-Foxton
2 years
On my recent trip to California, I had the pleasure of sitting down in person with @AyarLabs CEO Charlie Wuischpard to find out how Ayar is building its ecosystem, its technology roadmap and what the eventual exit plan is. Read my interview here:
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@sallywf
Sally Ward-Foxton
2 years
. @graphcoreai has supercharged its IPU using TSMC's wafer-on-wafer technology. The same processor die on the same 7nm process can run 40% faster, with resulting performance boost, which Graphcore plans to offer at the same price as its previous-gen tech.
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@sallywf
Sally Ward-Foxton
7 months
Had an interesting conversation with @nayampally_n recently about @BrainChip_inc 's second-gen architecture, which has hardware support for transformers, and the concept of TENNs. #AI Available at or wherever you get your podcasts:
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@sallywf
Sally Ward-Foxton
8 months
The Snapdragon X Elite - @Qualcomm 's new laptop chip with CPU cores designed at Nuvia - has 75 TOPS (INT8) total AI performance across CPU, GPU and Hexagon NPU. Kevin @Krewell reports from Snapdragon Summit in Hawaii for EE Times.
@eetimes
EE Times | Electronic Engineering Times
8 months
At its annual gathering in Hawaii, Qualcomm showed off its PC-ready Snapdragon X Elite with powerful #AI acceleration.
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@sallywf
Sally Ward-Foxton
2 years
Delighted to speak with @petewarden about his new company, Useful Sensors. The startup aims makes AI-enabled sensors "that just work". Their first product, a 20x20mm person detection board, is out now! #ai #ml #tinyml #aisensor #sensormodule #aiot
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@sallywf
Sally Ward-Foxton
2 years
I had an amazing day at @nvidia @NVIDIAAI HQ yesterday! I got to see the Hopper GPU in real life (and geek out over it), tour the Voyager building and meet some fascinating Nvidia execs. Articles coming soon!
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@sallywf
Sally Ward-Foxton
3 years
The legendary journalist that is @junkoyoshida is retiring today after more than three decades with @eetimes - au revoir Junko and thank you for everything!
@EETimes_EU
EE Times Europe
3 years
Junko Paints Life with Vibrant Colors
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@sallywf
Sally Ward-Foxton
2 years
In a wide-ranging interview with @Prophesee_ai CEO Luca Verre, we discussed everything from the future of event-based cameras, the company's efforts to commercialize its #neuromorphic technology, what sectors will be first to adopt it, and much more.
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@sallywf
Sally Ward-Foxton
1 year
Article mis-characterises the MI300X as GPU+CPU, it's GPU only, which is why we're so keen to compare it to the H100. CPU+GPU is the MI300A, not directly comparable to H100. 2/x
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@sallywf
Sally Ward-Foxton
1 year
Special good morning to the person who said they thought @IanCutress used AI to create a "hot nerd chick" version of himself
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@sallywf
Sally Ward-Foxton
2 years
Your intrepid @eetimes reporter is on location in Silicon Valley this week. Thanks @SambaNovaAI for the visit!
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@sallywf
Sally Ward-Foxton
9 months
. @Prophesee_ai has reinvented its neuromorphic event-based camera for IoT devices. New ultra-low power activity detection mode draws 36 uW. Oh, and there are two smartphone OEMs going to market with the previous-gen sensor. More details in the article:
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@sallywf
Sally Ward-Foxton
1 year
AMD demo'd inference only, but that is by far the bigger market, and will be once foundation models properly take off. Agree, had hoped to see training benchmarks, but not mad about it at this stage. 3/x
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@sallywf
Sally Ward-Foxton
8 months
Secretly gutted the drama is over 👀
@OpenAI
OpenAI
8 months
We have reached an agreement in principle for Sam Altman to return to OpenAI as CEO with a new initial board of Bret Taylor (Chair), Larry Summers, and Adam D'Angelo. We are collaborating to figure out the details. Thank you so much for your patience through this.
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@sallywf
Sally Ward-Foxton
1 year
. @tenstorrent 's CEO and CTO have swapped jobs. Legendary CPU architect Jim Keller takes the CEO role, while company founder Ljubisa Bajic moves into the CTO role, in a move planned since Keller joined two years ago. Thanks to @bobgrimatx for the details.
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@sallywf
Sally Ward-Foxton
3 years
In my latest podcast episode, I had a fascinating conversation with @SiFive software guru (Tesla, Apple and Google alumnus and LLVM creator) Chris Lattner about what the limitations are on AI performance today and how software-first chip design can help.
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@sallywf
Sally Ward-Foxton
3 years
Seven months on from its last funding round, @EdgeImpulse has raised $34 million (at a valuation of $234 million) for its tinyML developer platform. The platform now has 30,000 users. #tinyml #devops #mldevops #embeddedml
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@sallywf
Sally Ward-Foxton
4 years
AI chip startup Perceive claims it has reinvented neural network maths using information theory, and has developed a complementary #edgeAI chip that can run big networks like YOLOv3 at 30fps at 20mW. Read my interview with CEO Steve Teig here:
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@sallywf
Sally Ward-Foxton
9 months
Can DSP maths help beat the GPU for #AI ? Lemurian Labs' new logarithmic data types, combined with its specially designed chip which does logarithmic addition in hardware, will be able to beat the H100 on GPT-J, the startup said. More details in my article:
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@sallywf
Sally Ward-Foxton
7 months
In this wide-ranging conversation about what's holding back #neuromorphic computing, Director of Intel's neuromorphic computing lab Mike Davies and I covered hardware, software, training regimes, and the possibilities for spiking LLMs: #llms #llm #ai
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@sallywf
Sally Ward-Foxton
3 years
Data center AI chip startup @GroqInc has closed a Series C of $300m. Sounds huge, but it is dwarfed by competitors' raises in this space. Groq CEO Jonathan Ross told me this is more than the company imagined raising, but he knows exactly how to spend it.
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@sallywf
Sally Ward-Foxton
5 years
"Innovation needs managing if it is not to tear the social fabric," - Andy Haldane, Chief Economist, Bank of England #CogX19
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@sallywf
Sally Ward-Foxton
10 months
. @Ambarella_Inc engineer Pei Wang gives @eetimes an exclusive demo of Llama-2-13B single stream up and running at 25 tokens/sec on CV3 chip - normally used for automotive vision/autonomous driving - in just 50W! Thanks, Pei and team!
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@sallywf
Sally Ward-Foxton
10 months
. @nvidia showed off Grace Hopper for the first time in the latest round of MLPerf inference benchmarks. @HabanaLabs showed competitive performance with Gaudi2 on LLMs, and Google debuted the TPUv5e. Check the article for details. #mlperf #ai #llm
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@sallywf
Sally Ward-Foxton
1 year
Agree software vs CUDA is huge challenge, but not necessarily because CUDA is "easy to use". More because it's so well-established, big user base, everyone knows how to write CUDA code, big libraries, etc. 9/x
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@sallywf
Sally Ward-Foxton
1 year
Arm distinguished engineer Jade Alglave invented a programming language to formally express the rules of concurrency for a given architecture, preventing bugs while encouraging innovation. Her work applies across the industry. Read my exclusive interview:
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@sallywf
Sally Ward-Foxton
1 year
text field isn't long enough...
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@sallywf
Sally Ward-Foxton
1 year
@dylan522p Don't disagree, but shortage isn't the only supply chain reason. Some customers desire to strategically reduce dependence on a single supplier (Nvidia).
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@sallywf
Sally Ward-Foxton
1 year
I'm excited to be moderating a panel on the crossover between generative AI and perceptual AI at the @EmbVisionSummit tomorrow. Stop by to see Steve Teig, Greg Kostello, Roland Memisevic and Vivek Pradeep sounding off about what the potential is in this exciting area.
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@sallywf
Sally Ward-Foxton
1 year
Can open-source #LLMs democratize #AI ? Training from scratch is out of reach for all but a few giants. Open-sourcing trained models allows companies to fine-tune them with much less compute. Featuring @RajaXg @SambaNovaAI @andrewdfeldman @NVIDIAAI @ylecun
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@sallywf
Sally Ward-Foxton
2 years
Fulfilling a long-held dream to see the Cerebras wafer-scale engine with my own eyes. Thanks for having me @CerebrasSystems !
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@sallywf
Sally Ward-Foxton
1 year
It was a thrill to meet Jim Keller to talk abt @tenstorrent 's strategy, but also to find out how he sees competition in the data center, RISC-V, the role of chaos in innovation, #AI regulation and why he carries around an iPhone with broken glass. (Video!)
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@sallywf
Sally Ward-Foxton
2 years
Delighted to meet with @GroqInc CEO Jonathan Ross, see the Groq chip, and hear more about the company's compiler technology (plus bonus stories about the origins of the Google TPU) - thanks Jonathan!
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@sallywf
Sally Ward-Foxton
1 year
I'm at DAC next week (first time!) and will be presenting with @IanCutress about AI hardware, plus moderating 2 panels on AI chip architectures and compute at Zettascale. See you there! (Not attending? @ndahad and I will also be doing daily video reports so you can catch up!)
@AspenCoreGroup
AspenCore
1 year
We're excited to attend DAC next week! Don’t miss sessions by our own @ndahad of @embedded_online and @Sallywf of @eetimes on July 11th-12th. Watch out for our daily briefing videos on EE Times where Nitin and Sally will recap each day. ➡️ More about DAC:
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@sallywf
Sally Ward-Foxton
2 years
My roundup of the latest #MLPerf #AI training scores, incl 1st training scores for @NVIDIA H100 and @intel Sapphire Rapids, improved scores for @HabanaLabs , and a compelling software-only result from @MosaicML . For tinyML, @GreenWavesTech swept the board.
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@sallywf
Sally Ward-Foxton
3 years
I dug in to this round of @mlperf1 inference results. With Qualcomm and Nvidia both claiming victories, who is actually on top? How did Nvidia's Ampere Altra-driven system fare versus x86 equivalent? And how does Intel use its (low) scores to sell CPUs?
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@sallywf
Sally Ward-Foxton
8 months
Can't decide if this is genius or insanity. One one hand, put your massive AI computer in international waters so you don't answer to regulators (or pay tax), like a pirate radio station. Use water for cooling. But... actual pirates after your 100s of millions of $ of H100s
@DelComplex
Del Complex
8 months
Announcing: BlueSea Frontier Compute Cluster The Biden admin's AI Executive Order and the EU’s AI Act aim to centralize control under guise of safety The solution is at sea. BSFCC's are not just barge based compute platforms, but sovereign nation states
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@sallywf
Sally Ward-Foxton
9 months
I sat down with @NVIDIA 's Ian Buck (in person!) to find out more about the new TensorRT-LLM library, which has doubled H100's inference performance for LLMs. “Frankly, the result surprised even me,” Buck said. More details in the article: #llm #ai #h100
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@sallywf
Sally Ward-Foxton
1 year
Nitin and I had fun at DAC's 60th birthday party meeting EE Times readers and talking to them about why they read EE Times! Look out for cameos from @Krewell , @Calista_Redmond and the back of @IanCutress 's head. #dac60 #eetimes @eetimes @EETimes_EU @ndahad
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@sallywf
Sally Ward-Foxton
1 year
Honoured to have been asked to co-host a TV show with @IanCutress which has been months in the making. This show covers a random selection of the hundreds of AI chips on the market in each episode. Thanks Ian, I loved working on this with you!
@IanCutress
𝐷𝑟. 𝐼𝑎𝑛 𝐶𝑢𝑡𝑟𝑒𝑠𝑠
1 year
I made a TV show about AI hardware! In each episode, @sallywf and I will be covering 6 of the latest AI hardware offerings currently in the market. 12 weeks of episodes planned! This episode: @Google , @NVIDIA , @IBM , @BirenTech , @AMD , @EdgeQ_inc #sponsored
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@sallywf
Sally Ward-Foxton
3 years
. @SynSenseNeuro 's #neuromorphic processor silicon will be combined with @Prophesee_ai 's dynamic vision sensor, in a higher resolution camera module than the Speck device pictured below (from previous collaboration with Inivation). #ai #spikingneuralnetwork
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@sallywf
Sally Ward-Foxton
2 years
. @mlperf1 training results are out - Nvidia didn't win everything! My article has more on how @GoogleAI , @NVIDIAAI , @HabanaLabs and @graphcoreai each believes they have "won," but can there really be that many "winners"? #mlperf #aitraining #ai
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@sallywf
Sally Ward-Foxton
10 months
Groq just demo'd impressive LLM latency (240 tokens/s/user on Llama2-70B) with their first-gen chip, now 4 years old. How do they do it? @JonathanRoss321 and Igor Arsovski talked me through @Groq 's architecture and plans. #llm #llminference #ai #groq
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@sallywf
Sally Ward-Foxton
4 years
I spoke with @zach_shelby to find out what @EdgeImpulse is working on (hint: quietly, but not secretly, building an end-to-end embedded developer platform for machine learning on MCUs): #tinyml #microcontrollers #ai #edgeai
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@sallywf
Sally Ward-Foxton
2 years
Trip highlight: tour of @IMIMaterials fab/clean room in Silicon Valley! 20 years since I was last in a clean room so this was a real treat (I am smiling in these photos). This is Intermolecular's R&D hub where they explore, test & develop new materials for semiconductor devices.
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@sallywf
Sally Ward-Foxton
1 year
Note to self: it *might* be time to update your swag
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@sallywf
Sally Ward-Foxton
1 year
Exclusive sneak peek of the @ST_World STM32N6! ST's first MCU with AI accelerator. As Remi El-Ouazzane told me last week, baby is indeed alive and well (and running a custom version of YOLO at 314fps). For more details, keep reading @eetimes ! #embeddedworld2023 #stmicro #stm32n6
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@sallywf
Sally Ward-Foxton
1 year
So, you witnessed they lost contact with the sub for 5 hours while admitting there's no emergency beacon, switched off the internet so you couldn't tweet about it, then didn't add a beacon of any kind... and that *didn't* make it into your story?? WTF
@halkyardo
Richard (405 Mi16 era)
1 year
incredibly funny when the overly-industry-friendly tech journalists don’t realise they’re saying some really damning stuff.
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@sallywf
Sally Ward-Foxton
1 year
. @AMD revealed some details of the MI300X GPU this week. But what everyone wants to know is: Can it compete with the @nvidia H100? Here's my hot take:
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@sallywf
Sally Ward-Foxton
1 year
. @Lightelligence has developed an optical NoC technology to connect chiplets, or in this case, cores on the same chip. Hummingbird is Lightelligence's all-new electronic AI accelerator ASIC with 64 cores connected for all-to-all broadcast. #aihardware #ai
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@sallywf
Sally Ward-Foxton
8 months
Neuchips' chip, while optimised for recommendation, is also a good LLM accelerator due to memory bandwidth, embedding engine which manages memory traffic, and patented flexible number format. Demo details in the article: #ai #llm #aichips #aihardware
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@sallywf
Sally Ward-Foxton
3 years
Are you hosting an online conference or event? For the love of God, PLEASE tell us what time zone your schedule is in.
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@sallywf
Sally Ward-Foxton
7 months
So the reason Sam Altman was fired WASN'T humanity's impending extermination by an AI that can do primary school maths, then?
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@sallywf
Sally Ward-Foxton
3 years
Startup @quadric_io has built a hybrid dataflow/von Neumann accelerator for AI and classical computer vision workloads at the edge. Their first chip has 256 Turing Complete cores and can run ResNet-50 at 200 inferences per second for about 2W.
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@sallywf
Sally Ward-Foxton
1 year
@siag_sc @HPC_Guru @TheSIAMNews If you know it _isn't_ @HPC_Guru ... does that mean you know who HPC Guru is??
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@sallywf
Sally Ward-Foxton
1 year
Called by @RenesasGlobal booth to see first demo of AI running on Arm Cortex-M85 (on as-yet unannounced product). Running @plumerai people detection/ tracking model in 77ms/5.9fps. #embeddedworld2023 #cortexm85 #ai
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@sallywf
Sally Ward-Foxton
2 years
MLPerf's tiny inference benchmark results were led by @Syntiantcorp - but there are loads of interesting titbits in the tiny, mobile, edge and data center divisions. #ai #edgeai #tinyml @mlperf1 Read my summary:
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@sallywf
Sally Ward-Foxton
7 months
WHAT THE QUACK
@arkitus
Ali Eslami
7 months
10 years ago I didn't think I'd see this in my lifetime. Welcome to the future.
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@sallywf
Sally Ward-Foxton
1 year
The plate
@NoContextBrits
No Context Brits
1 year
You have to lose one item. What is it?
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@sallywf
Sally Ward-Foxton
8 months
THIS. So much this
@anothercohen
Alex Cohen 🤠
8 months
Once again I would like to remind everyone that the product manager at Zoom who decided that users should be forced to update before joining a meeting should be fired. I am now 2 minutes late
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@sallywf
Sally Ward-Foxton
3 years
MLPerf now includes a benchmark for #TinyML systems. Developed with @eembc_org , the new benchmark has been carefully thought out and will hopefully offer a meaningful comparison for the smallest #AI systems going forward. @commons_ml @mlperf1
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@sallywf
Sally Ward-Foxton
1 year
My colleague @ndahad is reporting live from Computex in Taiwan:
@eetimes
EE Times | Electronic Engineering Times
1 year
Computex 2023 Keynote: Capitalizing on the Gen AI Boom
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@sallywf
Sally Ward-Foxton
10 months
Featuring yours truly :) Great pic!
@aiandsystems
AI Hardware and Systems
10 months
The 𝗔𝗜 𝗛𝗮𝗿𝗱𝘄𝗮𝗿𝗲 & 𝗘𝗱𝗴𝗲 𝗔𝗜 𝗦𝘂𝗺𝗺𝗶𝘁 𝟮𝟬𝟮𝟯 𝗽𝗵𝗼𝘁𝗼 𝗴𝗮𝗹𝗹𝗲𝗿𝘆 is now available to view. Check it out here:
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@sallywf
Sally Ward-Foxton
8 months
Good morning to everyone, ESPECIALLY the YouTube commenter who said the combination of @eetimes and @TechTechPotato is "like Reese's Cup, two great tastes that taste great together" 😂
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@sallywf
Sally Ward-Foxton
1 year
@witeken I wish community notes would find you. It doesn't say 30+% it says "average 30%". And they compared GPU Max 1550 600W OAM card to H100 PCIe 350W card.
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@sallywf
Sally Ward-Foxton
11 months
Waiting for the chattier version of the show? Your wish is our command!
@IanCutress
𝐷𝑟. 𝐼𝑎𝑛 𝐶𝑢𝑡𝑟𝑒𝑠𝑠
11 months
The AI Hardware Show: Podcast 4! A more casual 35-min chat with @sallywf about this week's players. ➡ @nvidia 's H100, ➡ @intel 's Loihi 2, ➡ @Hailo_ai Hailo-8, ➡ @SambaNovaAI 's Cardinal ➡ @Innatera_Nano @AmpereComputing Altra Max
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