bodyType

customContents

entityId

printArticlePageQuery

filter

article

body

urlAlias

articleSectionsContent

articleSeoArticle

articleSourceHeaderArticle

contentSchemaRenderContent

contentSubHeadlineContent

contentHeadlineContent

mainImagePrintArticleArticle

authorBlockPrintArticleArticle

contentSponsorTagContent

articlePianoPaywallContent

scmpYoutubeContent

hooksTrackPageViewArticle

query printArticlePageQuery(
  $entityId: String!
  $customContents: [CustomContentInput]
  $bodyType: BodyFormatTypeEnum
) {
  article(filter: {entityId: $entityId}) {
    entityId
    body(customContents: $customContents, type: $bodyType) {
      json
    }
    urlAlias
    ...articleSectionsContent
    ...articleSeoArticle_3o8td4
    ...articleSourceHeaderArticle
    ...contentSchemaRenderContent
    ...contentSubHeadlineContent
    ...contentHeadlineContent
    ...mainImagePrintArticleArticle
    ...authorBlockPrintArticleArticle
    ...contentSponsorTagContent
    ...articlePianoPaywallContent
    ...scmpYoutubeContent
    ...hooksTrackPageViewArticle
    id
  }
}

fragment articlePianoPaywallContent on Content {
  __isContent: __typename
  ...hooksPaywallPromiseContent
}

fragment articleSectionsContent on Content {
  __isContent: __typename
  sectionsV2 {
    value {
      __typename
      ... on Section {
        name
        published
      }
      ... on VideoSection {
        name
        published
      }
      ...helpersCheckIfNewsSectionInFirstIndexSection
      ...entityLink
      ... on Node {
        __isNode: __typename
        id
      }
    }
  }
}

fragment articleSeoArticle_3o8td4 on Article {
  ...hooksArticleSeoArticle
  ...helpersGetArticleTypeArticle
  entityId
  publishedDate
  updatedDate
  summary {
    text
  }
  subHeadline {
    text
  }
  body(customContents: $customContents, type: $bodyType) {
    text
  }
  keywords
  sectionsV2 {
    value {
      __typename
      ... on Section {
        name
      }
      ... on Node {
        __isNode: __typename
        id
      }
    }
  }
  topics {
    name
    entityId
    id
  }
  urlAlias
  authors {
    name
    id
  }
  images {
    style(filter: {style: "768x768"}) {
      url
    }
  }
  readingTime
}

fragment articleSourceHeaderArticle on Article {
  urlAlias
  ...entityLink
}

fragment authorBlockPrintArticleArticle on Article {
  ...defaultArticleDateContent
  ...authorNamesArticle
}

fragment authorNameAuthor on Author {
  ...entityLink
  name
  entityUuid
}

fragment authorNamesArticle on Article {
  authorLocations
  authors {
    entityId
    location
    ...authorNameAuthor
    id
  }
}

fragment blockquoteQuoteContent on Content {
  __isContent: __typename
  ...contentShareWidgetContent
}

fragment checkersCheckContentContainsStarlingImageContent on Content {
  __isContent: __typename
  topics {
    entityId
    id
  }
}

fragment contentHeadlineContent on Content {
  __isContent: __typename
  headline
  socialHeadline
  ...contentHeadlineTagContent
  ...helpersUseContentSponsorContent
}

fragment contentHeadlineTagContent on Content {
  __isContent: __typename
  ...hooksContentHeadlineTagContent
}

fragment contentNewsletterWidgetContent on Content {
  __isContent: __typename
  topics {
    relatedNewsletters {
      ...helpersMassageToNewsletterItemNewsletter
      id
    }
    id
  }
  sectionsV2 {
    value {
      __typename
      ... on Section {
        relatedNewsletters {
          ...helpersMassageToNewsletterItemNewsletter
          id
        }
      }
      ... on Node {
        __isNode: __typename
        id
      }
    }
  }
  ... on Article {
    relatedNewsletters {
      ...helpersMassageToNewsletterItemNewsletter
      id
    }
  }
}

fragment contentSchemaRenderContent on Content {
  __isContent: __typename
  ...blockquoteQuoteContent
  ...hooksInlinePlusWidgetContent
  ...imageContent
  ...inlineWidgetContent
  ...photoGalleryWidgetContent
  ...scmpYoutubeContent
}

fragment contentShareWidgetContent on Content {
  __isContent: __typename
  __typename
  entityId
  urlAlias
  shortUrl
  socialHeadline
  headline
  ... on Video {
    youtubeId
  }
}

fragment contentSponsorTagContent on Content {
  __isContent: __typename
  ...helpersUseContentSponsorContent
}

fragment contentSubHeadlineContent on Content {
  __isContent: __typename
  subHeadline {
    json
  }
  summary {
    json
  }
  ...contentSchemaRenderContent
}

fragment defaultArticleDateContent on Content {
  __isContent: __typename
  ...hooksArticleDateUtilsContent
}

fragment entityLink on BaseWithApplicationAndUrlAlias {
  __isBaseWithApplicationAndUrlAlias: __typename
  __typename
  entityId
  entityUuid
  urlAlias
  urlRedirect {
    toUrl
    id
  }
  application {
    entityId
    id
  }
  ... on Section {
    fullSectionPath {
      entityId
      id
    }
    parentSection
  }
  ...helpersAppBarVariantBase
  ...helpersApplicationBase
  ...helpersCheckIsPlusArticle
  ...helpersStyleSectionContent
}

fragment helpersAppBarVariantBase on BaseWithApplicationAndUrlAlias {
  __isBaseWithApplicationAndUrlAlias: __typename
  ...helpersCheckIsLiveArticle
  ...helpersCheckIsPlusPage
  ...helpersCheckIsPostMagazineArticle
  ...helpersCheckIsStyleArticle
  ...helpersSectionContent
  ...helpersStyleSectionContent
}

fragment helpersApplicationBase on BaseWithApplicationAndUrlAlias {
  __isBaseWithApplicationAndUrlAlias: __typename
  ...helpersCheckIsPlusPage
}

fragment helpersCheckIfNewsSectionInFirstIndexSection on SectionUnion {
  __isSectionUnion: __typename
  ... on Section {
    name
  }
  ... on VideoSection {
    name
  }
}

fragment helpersCheckIsAmpEnabledArticle on Article {
  entityId
  types {
    value {
      entityId
      id
    }
  }
  sectionsV2 {
    value {
      __typename
      ... on Section {
        entityId
      }
      ... on Node {
        __isNode: __typename
        id
      }
    }
  }
  disableOffPlatformContent
  sponsorType
  published
  ...helpersCheckIsPlusArticle
}

fragment helpersCheckIsLiveArticle on Article {
  flattenTypeIds
  liveArticle {
    status
    id
  }
}

fragment helpersCheckIsMainTopicContent on Content {
  __isContent: __typename
  topics {
    entityId
    id
  }
}

fragment helpersCheckIsPlusArticle on Content {
  __isContent: __typename
  ... on Article {
    paywallTypes {
      entityUuid
      id
    }
  }
}

fragment helpersCheckIsPlusPage on Page {
  urlAlias
}

fragment helpersCheckIsPostMagazineArticle on Content {
  __isContent: __typename
  sectionsV2 {
    value {
      __typename
      ... on Section {
        entityId
      }
      ... on Node {
        __isNode: __typename
        id
      }
    }
  }
}

fragment helpersCheckIsStyleArticle on Content {
  __isContent: __typename
  sectionsV2 {
    value {
      __typename
      ... on Section {
        entityId
      }
      ... on VideoSection {
        entityId
      }
      ... on Node {
        __isNode: __typename
        id
      }
    }
  }
}

fragment helpersGetArticleTypeArticle on Content {
  __isContent: __typename
  ... on Article {
    types {
      value {
        entityId
        id
      }
    }
  }
}

fragment helpersMassageToNewsletterItemNewsletter on Newsletter {
  entityId
  name
  alternativeName
  description {
    text
  }
  summary {
    text
  }
  homepageDescription {
    text
  }
}

fragment helpersSanitizeArticleTypeEntityIdsArticle on Article {
  types {
    value {
      entityId
      id
    }
  }
}

fragment helpersSanitizeAuthorTypesArticle on Article {
  authors {
    types
    id
  }
}

fragment helpersSanitizedAuthorEntityIdsArticle on Article {
  authors {
    entityId
    id
  }
}

fragment helpersSectionContent on Section {
  fullSectionPath {
    entityId
    id
  }
}

fragment helpersStyleSectionContent on Section {
  fullSectionPath {
    entityId
    id
  }
}

fragment helpersUseContentSponsorContent on Content {
  __isContent: __typename
  topics {
    entityId
    sponsor {
      ...sponsorTagSponsor
      name
      type
      id
    }
    id
  }
  ... on Article {
    sponsorType
  }
  ...helpersCheckIsMainTopicContent
}

fragment hooksArticleDateUtilsContent on Content {
  __isContent: __typename
  createdDate
  publishedDate
  updatedDate
}

fragment hooksArticleSeoArticle on Article {
  ...helpersCheckIsPostMagazineArticle
  ...helpersCheckIsStyleArticle
  ...hooksContentHeadlineTagContent
  ...helpersCheckIsAmpEnabledArticle
  entityId
  headline
  socialHeadline
  types {
    value {
      entityId
      id
    }
  }
  authors {
    entityId
    id
  }
  images {
    generic_og: style(filter: {style: "og_image_scmp_generic"}) {
      url
    }
    styles(filter: {styles: ["og_postmag", "og_image_style", "og_image_scmp_analysis", "og_image_scmp_explainer", "og_image_scmp_editorial", "og_image_scmp_fact_check", "og_image_scmp_debate", "og_image_scmp_live", "og_image_scmp_obituary", "og_image_scmp_opinion", "og_image_scmp_review", "og_image_scmp_series", "og_image_scmp_generic"]}) {
      url
      style
    }
    type
  }
  urlAlias
}

fragment hooksContentHeadlineTagContent on Content {
  __isContent: __typename
  __typename
  ... on Article {
    types {
      value {
        name
        entityId
        description {
          text
        }
        id
      }
    }
    ...helpersCheckIsStyleArticle
  }
  flag
  sectionsV2 {
    value {
      __typename
      ... on Section {
        name
      }
      ... on VideoSection {
        name
      }
      ... on Node {
        __isNode: __typename
        id
      }
    }
  }
  ...hooksContentHelperContent
}

fragment hooksContentHelperContent on Content {
  __isContent: __typename
  ...helpersSanitizeArticleTypeEntityIdsArticle
  ...helpersSanitizeAuthorTypesArticle
  ...helpersSanitizedAuthorEntityIdsArticle
  flag
}

fragment hooksInlinePlusWidgetContent on Content {
  __isContent: __typename
  topics {
    entityId
    id
  }
}

fragment hooksPaywallPromiseContent on Content {
  __isContent: __typename
  entityId
}

fragment hooksTrackPageViewArticle on Content {
  __isContent: __typename
  entityId
  publishedDate
  headline
  sectionsV2 {
    value {
      __typename
      ... on Section {
        name
      }
      ... on Node {
        __isNode: __typename
        id
      }
    }
  }
  urlAlias
  authors {
    name
    id
  }
  entityUuid
}

fragment imageContent on Content {
  __isContent: __typename
  headline
  ...checkersCheckContentContainsStarlingImageContent
}

fragment inlineWidgetContent on Content {
  __isContent: __typename
  ...contentNewsletterWidgetContent
}

fragment mainImagePrintArticleArticle on Article {
  images {
    title
    url
    isSlideshow
    size_652x446: style(filter: {style: "652x446"}) {
      url
    }
  }
}

fragment photoGalleryDialogContent on Content {
  __isContent: __typename
  __typename
  ...contentShareWidgetContent
}

fragment photoGalleryWidgetContent on Content {
  __isContent: __typename
  ...photoGalleryDialogContent
}

fragment scmpYoutubeContent on Content {
  __isContent: __typename
  entityId
  urlAlias
  publishedDate
}

fragment sponsorTagSponsor on Sponsor {
  name
  type
  images {
    url
  }
}


types

sectionsV2

disableOffPlatformContent

sponsorType

published

headline

socialHeadline

authors

images

publishedDate

updatedDate

summary

subHeadline

keywords

topics

readingTime

authorLocations

Che Pan

US-sanctioned Huawei Technologies has emerged as a key supplier of artificial intelligence (AI) chips in China after Washington implemented export curbs on Nvidia’s advanced processors, according to industry insiders.
Use of the Chinese company’s self-developed 910B Ascend chips have proliferated in various industries across the country through “AI boxes” – all-in-one machines that combine AI chips, industry-specific algorithms and pre-trained large AI models.
Huawei’s chips are becoming popular components in these Chinese-made machines, setting up the company to take over a market that has so far been dominated by Nvidia.
Nvidia has designed lower-grade chips tailored for China-based clients after the US in October escalated its export restrictions to ban the shipments of the firm’s sophisticated A800, H800 and L40S processors to the country.
But the onslaught of Huawei’s Ascend chips has proved challenging for Nvidia in its third-largest market. CEO Jensen Huang said in a conference call earlier this month that the US firm faces “a lot more competition in China now”.
Huawei declined to provide sales figures for its AI chips, but according to a speech this month by Zhang Dixuan, head of the firm’s Ascend computing business, the Ascend ecosystem now has 40 hardware partners, 1,600 software partners, and 2,900 AI application solutions.
“Huawei is taking the lead in China’s localisation drive because of its technological abilities,” said Russel Wu, general manager at networking gear start-up TML and previously with Intel in China.
“The AI box provides a ready-to-use solution for entities including small companies and government, letting them cut costs and focus on fine-tuning large model-based services instead of developing models [from scratch].”
Chinese companies are taking advantage of Huawei chips to make AI boxes to meet the rising demand for AI computing from nearly all industries, from telecommunications to finance and healthcare.
Tianjin Sitonholy, a key Nvidia distributor in China before it was added to a US trade blacklist in April, has launched an AI box embedded with Huawei graphics processors and software developed by Chinese company Thunder Software.
Chinese AI start-up SenseTime’s co-founder and CEO Xu Li told the Post in an exclusive interview on Tuesday that its generative AI sales are expected to double this year, thanks to the strong sales of AI boxes, which cost from 300,000 yuan (around US$40,000) to over 2 million yuan.
Home-grown chips, including those from Huawei, Cambricon Technologies and Biren Technology, are readily available in the market, according to Xu.

Huawei’s expanding AI chip business was anticipated by analysts. AI boxes are predicted to be a must-have for businesses in China, and the market is set to be dominated by local players led by Huawei, wrote Cao Pei, an analyst at Chinese brokerage Pacific Securities, in a research note published in November.
AI boxes received a boost in China last July when Huawei unveiled a large-language-model training solution tailored for Chinese clients, together with local AI start-ups ModelBest, Zhipu AI, iFlyTek and CloudWalk.
iFlyTek, which is also under US sanctions, last August introduced its Spark Number 1 AI box, which packs Huawei Ascend chips and touts sufficient computing power to support a wide range of AI applications and model training.
“iFlyTek and Huawei have joined forces to tackle the computing-power bottleneck”, iFlyTek chairman Liu Qingfeng said at the time, adding that Spark Number 1 was benchmarked against Nvidia’s A100 processor, which has been barred from being shipped to China since August 2022, along with the more powerful H100.
Nvidia processors made up 90 per cent of the 500,000 AI chips that were sold in China in the first half of last year, with Huawei controlling just 6 per cent of the market. But the tide is turning for Huawei: at least a dozen Chinese companies have launched AI boxes, and most of them use chips from Huawei.

Nvidia H20, the best among the US company’s tailored-for-China chips, is already selling at a discount compared with Huawei chips, according to a recent Reuters report citing anonymous sources.
Still, the pace of Huawei’s ascendancy in China’s AI chip market will depend on how quickly it can ramp up production, according to Brady Wang, associate director at research firm Counterpoint.
While the company is also making more mobile chips to support its return to the Chinese smartphone market, producing high-performance AI accelerators and server processors with deep ultraviolet lithography systems is much harder than manufacturing system-on-a-chip products for handsets.
“Huawei would choose to give more juice to its AI chips this year, as that would give the company a leading market position in China against Nvidia,” Wang said.
Additional reporting by Kelly Le


Tech war: Huawei races to fill void left by Nvidia in China, with home-grown chips becoming popular components in ‘AI boxes’

Outside a Huawei Technologies store in Nanning, China. The company is challenging Nvidia’s dominance in the country’s AI chip market amid US export restrictions. Photo: Bloomberg

Nvidia CEO Jensen Huang. Photo: AP Photo

The headquarters of Nvidia in Santa Clara, California. Photo: Getty Images via AFP

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Huawei chips are becoming popular components in Chinese-made AI boxes, setting up the company to overtake Nvidia in the mainland market
The pace of Huawei’s ascendancy in China’s AI chip market will depend on how quickly it can ramp up production


Huawei’s chips are becoming popular components in Chinese-made AI boxes, but the pace of the firm’s ascendancy will depend on how quickly it can ramp up production.
