
Huawei pushes Ascend AI processor-based ‘Supernode' computing architecture to developers
'As the scale of parallel processing grows, cross-machine bandwidth in traditional server architectures has become a critical bottleneck for training,' said
Zhang Dixuan , president of Huawei's Ascend computing business, in a speech at the
Shenzhen -based tech giant's Kunpeng Ascend Developer Conference held last Friday.
Zhang pointed out that addressing future training requirements will demand innovative computing architectures like Supernode 384.
Privately held Huawei's supernode architecture forms the basis of its previously announced
CloudMatrix 384 system, which is a cluster of 384 Ascend AI processors – spread across 12 computing cabinets and four bus cabinets – that delivers 300 petaflops of computing power and 48 terabytes of high-bandwidth memory. A petaflop is 1,000 trillion calculations per second.
Huawei has deployed CloudMatrix 384, which it has touted as the industry's largest AI training platform, at its data centres in eastern Anhui province, Inner Mongolia and southwestern Guizhou province.
Advertisement
The Supernode 384 rack scale architecture reflects
US-sanctioned Huawei's efforts to overcome
Washington's tech control measures , as the company tests the boundaries of AI system performance.

Try Our AI Features
Explore what Daily8 AI can do for you:
Comments
No comments yet...
Related Articles


South China Morning Post
3 minutes ago
- South China Morning Post
China's commercial property market has its own version of a ‘national team'
In China's stock market, the influence of the 'national team' – the term for a group of state-backed institutional investors set up in 2015 to support share prices, mainly via purchases of exchange-traded funds (ETFs) – has been particularly apparent since US President Donald Trump launched his assault on the global trade order in early April. Central Huijin Investment , a unit of China's sovereign wealth fund that has been described as a 'stabilisation' fund, ploughed 197.5 billion yuan (US$27.6 billion) into equity ETFs last quarter, according to data from Bloomberg. Funds tracking the benchmark CSI 300 index of Shanghai- and Shenzhen-listed shares accounted for more than half of Central Huijin's purchases. The impact of strong inflows into ETFs tracking the index is plain to see. The combined market capitalisation of the Shanghai and Shenzhen bourses is approaching a record 100 trillion yuan – 66 per cent higher than in 2015 – despite a cyclical and structural economic downturn and renewed trade tensions between the United States and China. In China's commercial property investment market , no funds have been called upon by Beijing to perform a national service. However, there is a strong and increasingly diverse domestic investor base that has shored up transaction activity at a time when cross-border investment has fallen dramatically. In 2019, foreign investment in China's commercial real estate market peaked at US$19.8 billion, accounting for more than one third of transaction volumes. Last year, foreign investors deployed just US$5.8 billion, the lowest level since 2014, according to MSCI data. However, even after falling sharply since 2021, domestic investors deployed US$30.3 billion last year, only slightly below the level in 2019. Domestic buyers comprised 84 per cent of investment last year, the second-highest share in Asia after South Korea. Yet while cross-border investment in South Korea and other major Asian markets has begun rising again, it has fallen in mainland China and Hong Kong to its lowest level in a decade, according to MSCI.


South China Morning Post
3 minutes ago
- South China Morning Post
CATL lithium mine halt signals Beijing's EV battery overcapacity concerns
Contemporary Amperex Technology's suspension of production at a major lithium mine in mainland China is a clear sign of Beijing's aggressive stance towards curbing overcapacity in the electric vehicle (EV) battery sector, according to analysts. The world's largest producer of EV batteries, known as CATL, said on Sunday evening that the licence for the mine in Yichun, in China's central Jiangxi province, had expired on Saturday. It added that an application for restarting operations had been submitted and said the temporary production halt would have only a limited impact on the company's businesses. 'The production halt could be a result of Beijing's efforts to curb excess capacity in the EV battery industry,' said Ding Haifeng, a consultant at Shanghai-based financial advisory firm Integrity. 'But it remains to be seen whether the government will take further steps to limit the output of lithium.' A view of CATL's lithium mine in Yichun, Jiangxi province. Photo: Reuters Fluctuating prices of lithium, a key battery component, have a huge impact on the cost of electric cars. Lithium carbonate contracts on the Guangzhou Futures Exchange jumped by the daily limit of 8 per cent to 81,000 yuan (US$11,279) a tonne on Monday. Citigroup analysts said in a report on Monday that a 10,000 yuan per tonne increase in the price of lithium could cause CATL's profit margin, which stood at 22.4 per cent at the end of June, to drop by 4 percentage points.


South China Morning Post
23 minutes ago
- South China Morning Post
Why are DSE pupils in mainland China willing to pay up to HK$22,000 for university advice?
Mainland Chinese students taking Hong Kong's university entrance exams are willing to pay up to 20,000 yuan (US$2,785) for advice on which tertiary institution to apply to, a consulting company has said. Teachers also observed that mainland students tended to place greater emphasis on the global ranking of institutions than their Hong Kong counterparts, who were more likely to choose undergraduate programmes based on their interests. A university application adviser on the mainland charges between 10,000 and 20,000 yuan (HK$11,000 and HK$22,000) for each candidate who sat Hong Kong's Diploma of Secondary Education (DSE) examinations. Issac Liang Weiyi founded his Shenzhen-based consulting company, Winning Star, in 2024 for students applying to overseas universities. He already had 50 clients. The demand for consultancy services was in line with the rising number of mainland students sitting the DSE exams. According to a check by the Post, at least 72 schools on the mainland offer the DSE curriculum, four of which are designated for Hong Kong children who live across the border. The rest are for both mainland and Hong Kong students.