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CANN Bench: Benchmarking Agent Generated Kernels against Real NPU and Algorithmic Limits

arXiv cs.AI · yesterday Cached

CANN Bench is an open benchmark for evaluating AI-generated operator kernels on Huawei's Ascend NPU, covering 53 operators and 1060 test cases across multiple precision formats and difficulty tiers.

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#huawei

@iluciddreaming: Li Bojie (Huawei's 'Genius Boy') this AI Agent practice book is worth learning systematically. It's not just vague concepts, but materials iterated from actual teaching and code practice; the preface also mentions continuous refinement through whisper coding. The PDF style is clearly 'hands-on'.

X AI KOLs Timeline · 5d ago Cached

Recommend Li Bojie (Huawei's genius boy) AI Agent practice book, content based on actual teaching and code practice, focusing on hands-on practicality.

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#huawei

@whyyoutouzhele: [Micron engineer laughs at Huawei's "Tau (τ) Law": Every few months there are "little essays" and "all kinds of fanfare" in China]

X AI KOLs Timeline · 2026-07-14 Cached

A Micron engineer questions whether Huawei's proposed "Tau (τ) Law" is a revolutionary breakthrough, arguing it merely repackages existing technologies like advanced packaging, and criticizes the frequent "little essays" and "fanfare" narratives in China's semiconductor sector as lacking substance.

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#huawei

Chinese companies are ditching Nvidia’s advanced accelerators for domestic AI suppliers

Reddit r/ArtificialInteligence · 2026-07-08 Cached

Chinese companies are increasingly allocating AI accelerator budgets to domestic suppliers like Huawei and Hygon, reducing reliance on Nvidia amid US-China tensions. A Bloomberg survey shows 46% of spending will go to domestic products in the next year, up from 30%.

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#huawei

@Rocky_Bitcoin: Goldman Sachs has released a very interesting report on AI computing power between China and the US! It first mentions that China's investment in AI data centers will reach 2 trillion RMB (about 300 billion USD) over the next five years, with massive CapEx spending, and most computing power will be located in the western regions because electricity is cheap and land is abundant there. Let me interject here—I think young people should consider going to the west, ...

X AI KOLs Timeline · 2026-07-05 Cached

Goldman Sachs released a report stating that China's AI data center investment will reach 2 trillion RMB in the next five years, but domestic chips are actually more expensive in terms of computing power cost than imported ones, with a significant gap between Huawei and Nvidia, and the China-US AI computing power battle is just beginning.

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#huawei

@bookwormengr: https://x.com/bookwormengr/status/2072421710692028900

X AI KOLs Following · 2026-07-01 Cached

An analysis of how Meituan's LongCat Lab trained the LongCat 2.0 model on Huawei's 910C AI chips and CloudMatrix superpods, showcasing China's AI ecosystem overcoming US export controls. The article highlights Meituan's strategic pivot to an AI-driven lifestyle super app and Huawei's innovations in AI factory infrastructure.

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#huawei

Huawei open-sources OpenPangu-2.0-Flash - 92B total,6B active

Reddit r/LocalLLaMA · 2026-06-30

Huawei open-sources OpenPangu-2.0-Flash, a 92B-parameter MoE model with 6B active parameters and 512K context, along with inference code and training operations.

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#huawei

@rohanpaul_ai: Opinion from a former Meta PM. And this is from Aravind Srinivas of Perplexity "China can build data centers a lot fast…

X AI KOLs Following · 2026-06-30 Cached

A discussion about the risk of Chinese open-source AI models gaining market share and being optimized on Huawei chips, while the US lags in data center construction, as highlighted by Aravind Srinivas and Xiaoyin Qu.

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#huawei

@seclink: Recently, there was a Huawei press conference and the Pangu large model is making a comeback. Open-source weights on June 20. I guess Claude and GPT will have to step aside. Is the world's best large model about to be born?

X AI KOLs Following · 2026-06-16 Cached

Huawei press conference announced that the Pangu large model will make a comeback, planning to open-source weights on June 20, claiming it may surpass Claude and GPT to become the world's best.

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#huawei

Buying AI accelerators/GPUs in China...

Reddit r/LocalLLaMA · 2026-06-15

A user asks about buying Chinese AI accelerators/GPUs for inference, specifically looking for Huawei alternatives to Nvidia, with support for vLLM or Llama.cpp.

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#huawei

Why are Huawei's Atlas cards not a thing?

Reddit r/LocalLLaMA · 2026-06-15

A user questions why Huawei's Atlas cards are not widely adopted and speculates on China's potential to produce consumer GPUs to challenge Nvidia's monopoly.

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#huawei

Huawei Released openPangu 2.0 (Will open source on June 30)

Reddit r/LocalLLaMA · 2026-06-12

Huawei announced openPangu 2.0, an open-source large model with 505B total parameters and a 28:1 sparsity ratio, optimized for Ascend computing and HarmonyOS, with key components to be open-sourced starting June 30.

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#huawei

China Plans $295B AI Data Center Buildout as Race With US Intensifies

Reddit r/artificial · 2026-06-09 Cached

China is reportedly planning a $295 billion investment in AI data centers over five years, prioritizing domestic suppliers like Huawei to reduce reliance on US chipmakers such as Nvidia.

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#huawei

@bookwormengr: Wonderful coverage on CANN (Huawei's CUDA) and DeepSeek V4 inference on Huawei chips.... "CANN (Compute Architecture fo…

X AI KOLs Timeline · 2026-06-09 Cached

Huawei has open-sourced its CANN software toolkit to compete with Nvidia's CUDA, and DeepSeek V4 shows significant inference performance improvements on Huawei Ascend chips.

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#huawei

Did Export Controls Accidentally Create Huawei's Biggest Opportunity Yet?

Reddit r/singularity · 2026-06-04 Cached

Huawei announces a new chip design breakthrough claiming 1.4nm-equivalent performance by 2031, attributing its progress to U.S. export controls, while Nvidia's CEO acknowledges conceding the China AI chip market to Huawei.

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#huawei

Another ‘DeepSeek moment’? Huawei milestone alters China trajectory in chip race: analysts.

Reddit r/ArtificialInteligence · 2026-05-31 Cached

Huawei unveils the Tau Scaling Law, a chip architectural workaround to bypass US sanctions and achieve 1.4nm-equivalent transistor density by 2031, marking a significant step toward China's semiconductor self-sufficiency and altering the tech rivalry with Washington.

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#huawei

@CryptoDoggyCN: Jensen Huang finally responds to Huawei's Tao's Law. The gist: Tao's Law is a breakthrough for Huawei, but TSMC has been deeply involved in the related technology for 10 years. Once, Huawei was also one of Nvidia's big spenders. After the sanctions, from a sweetheart to a bitter rival, Huang explicitly said: We are competitors.

X AI KOLs Timeline · 2026-05-29 Cached

Jensen Huang responds to Huawei's Tao's Law, saying it is a breakthrough for Huawei but TSMC has been deeply involved in the related technology for 10 years, and explicitly stated that Huawei is a competitor.

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#huawei

@Huawei: What is LogicFolding? For circuit design, it aggressively compresses propagation time between adjacent flip-flops, tigh…

X AI KOLs Timeline · 2026-05-26 Cached

Huawei discusses LogicFolding, a technique that compresses propagation time between adjacent flip-flops in circuit design, tightening critical paths and enabling faster chips. The company expects its high-end chips to achieve transistor density equivalent to 14 Å (1.4 nm) processes by 2031.

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#huawei

Norway's 2 petabytes of Huawei flash storage and LLM training

Hacker News Top · 2026-05-25 Cached

Norway's National Library is building a sovereign Norwegian LLM using 2 PB of Huawei OceanStor Dorado flash storage for its AI training data pipeline, addressing the need for a local language model.

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#huawei

@rohanpaul_ai: Even Jensen gets the surprise question. Reporter: Would you sell chips to Huawei?

X AI KOLs Following · 2026-05-25 Cached

Jensen Huang responds to a question about selling chips to Huawei, explaining that export controls on Nvidia chips won't stop China's AI progress due to Huawei's rise.

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