MXMACA软件栈
Search documents
沐曦股份披露募集资金管理方案
Shang Hai Zheng Quan Bao· 2026-02-04 14:08
Core Viewpoint - Muxi Co., Ltd. announced a plan to manage idle funds from its fundraising activities through cash management products to optimize fund utilization and enhance short-term financial returns while ensuring the normal progress of its investment projects [2][8]. Fundraising and Investment Projects - Muxi Co., Ltd. raised a net amount of RMB 38.99 billion upon its listing on the Sci-Tech Innovation Board, with planned investments in several GPU-related projects [4]. - The investment projects include the development and industrialization of new high-performance general-purpose GPUs, next-generation AI inference GPUs, and high-performance GPU technology for emerging applications [4][6]. - The total investment for these projects is approximately RMB 500.92 million, with planned fundraising usage of RMB 389.93 million [6]. Product Strategy and Development - The company's product strategy involves a cycle of "selling one generation, researching one generation, and pre-researching one generation," focusing on the C600 and C700 products, which will utilize RMB 8.41 billion and RMB 16.18 billion of the raised funds, respectively [7]. - The C600 chip, based on proprietary GPU IP architecture, is designed to meet the needs of generative AI training and inference, with performance comparable to international mainstream products [7]. Cash Management Strategy - Muxi Co., Ltd. plans to use idle funds for cash management, investing in low-risk, high-liquidity products that meet capital preservation requirements and can be redeemed at any time [2][8]. - This cash management approach aims to reduce opportunity costs associated with idle funds while ensuring that funds are available as needed for project requirements [7]. Ecosystem Development - The company is focused on building a comprehensive GPU software ecosystem and a broader industrial ecosystem, with a strategic plan to empower six core industries and expand into future-oriented sectors [10]. - Muxi Co., Ltd. has launched its fourth GPU product matrix, the X series, aimed at scientific intelligence scenarios, promoting the integration of traditional scientific computing with AI-driven research [9].
沐曦施淑珏:国产GPU商业化加速 软硬协同跨越“好用”门槛
2 1 Shi Ji Jing Ji Bao Dao· 2026-01-23 10:55
在国产GPU四小龙接连登陆资本市场的同时,国产算力芯片也进入大规模产业化落地的关键时期。现 场,施淑珏还谈到沐曦在商业化方面的探索,以及新一年的发展规划情况。 商业化核心门槛在于从"可用"到"好用"的跨越 施淑珏表示,沐曦已构建了从硬件架构到软件栈的完整自研技术体系。凭借全建制的研发团队,沐曦得 以推出覆盖人工智能训练和推理、通用计算、图形渲染的全栈GPU产品矩阵。目前,沐曦已具备从芯 片、到板卡、服务器、超节点直至部署大规模算力集群的全链条能力。 近年来,国产GPU的落地应用情况成为业界重点关注的话题。施淑珏指出,国产GPU商业化的核心门槛 在于从"可用"到"好用"的跨越。在她看来,衡量一款GPU是否好用,除了单芯片算力,也需要多维度的 能力,沐曦产品在通用性、易用性、稳定性和规模可扩展性四个方面均有亮眼的表现。 "我们更加注重真正交付给客户在AI应用场景实战中的产品性能。"她说。 近年来,在人工智能浪潮席卷全球、算力需求呈指数级增长的背景下,国产GPU成为资本市场瞩目的焦 点。2025年12月,摩尔线程、沐曦股份的接连科创板上市,再度将市场对国产GPU的追逐推向高潮。 近日,胡润研究院在北京亦庄发布的《2 ...
沐曦施淑珏:国产GPU商业化加速,软硬协同跨越“好用”门槛
2 1 Shi Ji Jing Ji Bao Dao· 2026-01-23 10:35
21世纪经济报道记者申俊涵北京报道 近年来,在人工智能浪潮席卷全球、算力需求呈指数级增长的背景下,国产GPU成为资本市场瞩目的焦点。2025年12月,摩尔 线程、沐曦股份的接连科创板上市,再度将市场对国产GPU的追逐推向高潮。 近日,胡润研究院在北京亦庄发布的《2025胡润中国人工智能企业50强》显示,寒武纪、摩尔线程、沐曦股份成为排名前三的 人工智能企业。据悉,该榜单按照企业价值进行排名,上市公司市值按照2026年1月9日的收盘价计算,非上市公司估值参考同 行业上市公司或者根据最新一轮融资情况进行估算。 "我们更加注重真正交付给客户在AI应用场景实战中的产品性能。"她说。 据悉,沐曦是国内少数实现千卡集群大规模商业化应用的GPU供应商,正研发和推动万卡集群的落地。施淑珏认为,这考验的 是中国企业最擅长的"工程能力"。事实上,中国企业在芯片设计方面,已经能够跟国际企业进行同等对话。 其中,寒武纪凭借 6300亿元的价值,位居榜单首位。2025年上半年,寒武纪实现营收28.8亿元,同比大幅增长43倍;摩尔线程 以3100亿元的价值排名第二,2025年公司以创科创板IPO最快过会纪录——88天。2025年前三季度 ...
摩尔线程、沐曦股份已回调近40%
Xin Lang Cai Jing· 2026-01-05 05:34
Core Viewpoint - The recent IPO frenzy among domestic GPU companies has led to significant initial stock price surges, but these stocks have since experienced substantial declines in market value, highlighting the challenges of commercialization and profitability in the GPU sector [3][20][19]. Group 1: IPO Performance - On January 2, 2025, Wallen Technology (6082.HK) saw its stock price rise nearly 120% on its first trading day, becoming the "first domestic GPU stock" in Hong Kong [2]. - Moer Technology (688795.SH), known as the "first domestic GPU stock," saw its stock price increase over four times on its debut, closing at over 900 CNY per share, significantly above its issue price of 114.28 CNY [2][22]. - Muxi Technology (688802.SH) achieved a record high for single-sign profits on its first day of trading, with potential gains nearing 400,000 CNY for investors [2][22]. Group 2: Market Value Decline - Following their initial surges, the stock prices of Moer Technology and Muxi Technology have both retraced nearly 40%, with declines of approximately 37% and 35% from their peak prices, respectively [3][19]. - Wallen Technology's stock closed up only 80% on its debut, with a total market value of less than 100 billion HKD, about one-third of the market values of Moer and Muxi [3][19]. Group 3: Financial Performance and Challenges - Despite revenue growth over the past three years, these GPU companies have not yet achieved profitability, facing high capital expenditures due to the nature of the chip industry [20][3]. - Moer Technology reported cumulative losses of approximately 5 billion CNY from 2022 to 2024, with total revenue of only about 600 million CNY during the same period [27][29]. - Muxi Technology's cumulative losses reached 3.29 billion CNY from 2022 to the first quarter of 2025, with research and development expenses significantly exceeding its total revenue [27][29]. Group 4: Market Position and Competition - The market share of domestic GPU companies remains low compared to international giants like NVIDIA and AMD, which dominate the market with shares of 54.4% and 15.3% respectively in the domestic AI chip market [30][13]. - The top two players in the Chinese smart computing chip market hold a combined market share of 94.4%, with U.S.-based GPU companies accounting for 76.2% of the market [30][13]. - The ecological compatibility with NVIDIA's CUDA ecosystem poses a significant challenge for domestic GPU manufacturers, as they strive to establish their own competitive ecosystems [31][30].
深度拆解沐曦MXMACA软件栈功能,算力自主+生态兼容,破解国产GPU落地难题
机器之心· 2025-12-29 04:44
Core Viewpoint - The article discusses the significant technological release of MXMACA software stack version 3.3.0.X by the newly listed domestic GPU company, Muxi Co., which aims to enhance the usability of domestic GPUs in various applications [1][2][4]. Group 1: Software Stack and Compatibility - The MACA software stack is defined as a core computing platform that includes a complete set of self-developed tools, covering compilers, performance analysis tools, and format conversion components, enabling multi-language support and automatic optimization [6][9]. - MACA serves as a critical link between Muxi's self-developed GPU hardware and upper-layer application ecosystems, addressing the compatibility issues faced by domestic GPUs in the AI development landscape [7][9]. - The new version of MACA focuses on deep adaptation to various scenarios, achieving a high success rate of 92.94% in adapting existing CUDA projects, with 4,173 out of 4,490 projects able to run directly on the Muxi platform [10][12]. Group 2: AI Framework Compatibility - MACA 3.3.0.X has achieved deep compatibility with PyTorch 2.8, covering all 2,650 core operators, and supports other mainstream frameworks like TensorFlow, PaddlePaddle, and JAX [15][16]. - The software stack is designed to ensure seamless usage of existing models without requiring adjustments to project build logic, thus enhancing the platform's usability for developers [16][18]. Group 3: Performance Optimization and Integration - MACA includes a complete toolchain for performance analysis and optimization, enabling developers to identify computational bottlenecks and ensuring a full workflow from development to deployment on the Muxi platform [24][25]. - The software stack is designed to support high-performance computing, with optimizations for distributed training and inference, achieving over 95% linearity in training and improving GPU utilization by 15%-30% [30][31]. Group 4: Strategic Positioning and Ecosystem Development - The launch of MACA 3.3.0.X represents a long-term strategy for Muxi to redefine the ecosystem through software-defined computing, ensuring compatibility with existing CUDA projects while maintaining a self-developed instruction set for security and performance [37][38]. - Muxi's approach aims to lower the migration costs for AI developers, facilitating their transition to the domestic computing ecosystem while maximizing commercial efficiency [39][40].
IPO周报|沐曦正式登陆科创板;壁仞科技、天数智芯通过港交所聆讯
IPO早知道· 2025-12-21 12:45
Core Viewpoint - The article provides an overview of recent IPO activities across Hong Kong, the US, and A-shares, highlighting several companies preparing for their public listings and their respective market positions. Group 1: Muxi Integrated Circuit - Muxi Integrated Circuit (Shanghai) Co., Ltd. officially listed on the Shanghai Stock Exchange's Sci-Tech Innovation Board on December 17, 2025, with the stock code "688802" [3] - Founded in 2020, Muxi is a leading domestic high-performance general-purpose GPU product company, focusing on the research, design, and sales of GPUs for AI training, inference, general computing, and graphics rendering [3] - Muxi's GPU products have achieved cumulative sales of over 25,000 units by the end of March 2025, with a revenue compound growth rate of 4074.52% over the past three years, and revenue of 915 million yuan in the first half of this year [5] Group 2: Woan Robotics - Woan Robotics (Shenzhen) Co., Ltd. plans to officially list on the Hong Kong Stock Exchange on December 30, 2025, with the stock code "6600" [7] - The company aims to become the "first stock of AI-embodied household robots," with an IPO market valuation between 14 billion and 18 billion HKD, raising up to 1.8 billion HKD [8] - Woan Robotics is recognized as the only company globally to comprehensively layout AI-embodied household robot systems, holding an 11.9% market share in the sector by 2024 [10] Group 3: Xunce Technology - Xunce Technology plans to list on the Hong Kong Stock Exchange on December 30, 2025, with the stock code "3317," marking it as the first company in China's AI data sector to complete an IPO [12] - The company aims to raise up to 1.2375 billion HKD through its IPO, with a focus on real-time data infrastructure and analysis solutions [12] - Xunce Technology's real-time data solutions are noted for their speed and consistency, optimizing business efficiency and flexibility [14] Group 4: InSilico Medicine - InSilico Medicine plans to list on the Hong Kong Stock Exchange on December 30, 2025, with the stock code "3696," aiming to raise up to 2.3 billion HKD [16] - The company is recognized as the largest biotech IPO in Hong Kong this year, with a focus on AI-driven drug development across various industries [17] - InSilico's core asset, Rentosertib, is a first-in-class candidate drug for idiopathic pulmonary fibrosis, showcasing the company's innovative capabilities [18] Group 5: Linqingxuan - Linqingxuan Cosmetics Group plans to list on the Hong Kong Stock Exchange on December 30, 2025, with the stock code "2657," aiming to raise over 1 billion HKD [21] - The company is positioned as the leading high-end domestic skincare brand in China, with a complete product matrix in anti-wrinkle and firming skincare [22] - Linqingxuan ranks first among all domestic high-end skincare brands in China by retail revenue in 2024 [22] Group 6: 51WORLD - 51WORLD plans to list on the Hong Kong Stock Exchange on December 30, 2025, with the stock code "6651," aiming to become the "first stock of Physical AI" [24] - The company has established a comprehensive technology capability in Physical AI, with products applied in various industries globally [24] - 51WORLD's revenue has shown significant growth, with a 63.6% increase in the first half of this year compared to the same period last year [26] Group 7: Qingsong Health Group - Qingsong Health Group plans to list on the Hong Kong Stock Exchange on December 23, 2025, with the stock code "2661," aiming to raise over 600 million HKD [28] - The company operates as a one-stop digital health and insurance service platform, covering various health-related services [28] - Qingsong Health Group's revenue has grown significantly, with an 84.7% increase in the first half of this year compared to the previous year [29] Group 8: Biran Technology - Biran Technology has passed the hearing for its listing on the Hong Kong Stock Exchange, focusing on general intelligent computing solutions [31] - The company has shown strong growth potential, with significant sales agreements in place and a focus on AI data centers and telecommunications [32] Group 9: Zhipu Technology - Zhipu Technology has passed the hearing for its listing on the Hong Kong Stock Exchange, aiming to become the "first stock of global large models" [35] - The company has achieved significant revenue growth, with a compound annual growth rate of 130% from 2022 to 2024 [36] Group 10: Tiandu Intelligent Chip - Tiandu Intelligent Chip has passed the hearing for its listing on the Hong Kong Stock Exchange, focusing on general-purpose GPU chips [38] - The company has seen a significant increase in customer numbers and product shipments, reflecting strong market recognition [39]
沐曦股份股份挂牌上市 力证全栈自研难而正确之路
Ge Long Hui A P P· 2025-12-19 01:09
Core Viewpoint - The recent listing of Mu Xi Integrated Circuit (Shanghai) Co., Ltd. on the STAR Market, with a first-day increase of nearly 700% and a market capitalization exceeding 330 billion yuan, indicates strong market confidence in the company and its potential in the domestic GPU sector [1][2]. Group 1: Company Overview - Mu Xi is one of the few domestic companies committed to a fully self-developed high-performance GPU path, achieving significant progress in technology development and commercial application within five years [1][2]. - The founding team, with nearly 20 years of experience in GPU and integrated circuit design, has a proven track record in high-performance chip mass production, which enhances the company's competitive edge [2][3]. Group 2: Product Development - The company has established a clear GPU product matrix, including the "Xi Si N series," "Xi Yun C series," and "Xi Cai G series," targeting various AI computing and graphics rendering scenarios [3][4]. - The Xi Yun C series is designed for cloud computing, while the Xi Si N series focuses on AI inference, and the Xi Cai G series is aimed at graphics processing [3]. Group 3: Commercialization Progress - Mu Xi's commercialization is accelerating, with over 25,000 GPU products sold and deployed in more than ten intelligent computing clusters, marking it as one of the few suppliers achieving large-scale commercial applications in China [5][6]. - The company reported a compound annual growth rate of 4074.52% in revenue from 2022 to 2024, with a projected revenue of 1.5 billion to 1.98 billion yuan for 2025, indicating a significant growth trajectory [5][6]. Group 4: Revenue Structure and Software Ecosystem - In 2024, over 97% of the company's revenue came from its integrated training and inference products, highlighting its successful penetration into high-end markets [6][7]. - The MXMACA software stack supports over 6,000 CUDA applications, facilitating a developer ecosystem with over 150,000 registered users and 13 million API calls, which enhances the company's software capabilities [6][7]. Group 5: Research and Development - Mu Xi's R&D expenses reached 901 million yuan in 2024, accounting for 121.24% of its revenue, reflecting a strong commitment to innovation [7]. - The company holds 245 invention patents and has developed the MetaXLink high-speed interconnect technology, positioning it competitively in terms of performance and scalability [7]. Group 6: Market Demand and Future Outlook - The demand for intelligent computing centers in China is projected to grow significantly, with a forecasted resource demand of 9,480 MW by 2027, driven by the rapid evolution of AI models [7][8]. - Mu Xi's full-stack self-research capabilities and experience in cluster-level delivery are expected to secure a significant position in the domestic high-end GPU market [8].
沐曦股份跌超5%,股价跌破800元
2 1 Shi Ji Jing Ji Bao Dao· 2025-12-18 03:14
Core Viewpoint - The recent performance of Muxi Co., a leading domestic GPU company, has drawn attention, with its stock price experiencing a decline after a significant initial surge following its market debut [1][3]. Company Performance - Muxi Co. opened at 782.03 CNY per share on December 18, down 5.77% from its previous close of 829.00 CNY, resulting in a market capitalization of approximately 313.3 billion CNY [1][2]. - On its debut day, December 17, Muxi Co. achieved a remarkable single-day increase of 692.95%, closing at 829.90 CNY per share, with a total market value of 3320.43 billion CNY [3]. - The company has not yet turned a profit but is on a path to significantly reduce its losses, with a reported net loss of 3.46 billion CNY for the first three quarters of 2025, a 55.79% reduction year-on-year [5][8]. Product and Revenue Growth - Muxi Co.'s core product, the Xiyun C500 series, has seen substantial growth, contributing to a revenue increase of 453.52% year-on-year, reaching 1.236 billion CNY for the first nine months of 2025 [8][9]. - The Xiyun C500 series accounted for 30.09% of the company's revenue in 2023, with projections indicating this will rise to 97.28% in early 2025 [9]. Market Position and Competition - Muxi Co. is positioned in the GPU market, focusing on general-purpose and unified GPU computing architectures, and is competing against established players like NVIDIA, which holds a 70% market share in China's AI chip market [15]. - The company aims to capture a larger share of the AI accelerator market, currently estimated at about 1% for 2024, indicating significant growth potential [15]. Strategic Initiatives - Muxi Co. is actively developing a domestic supply chain for its next-generation Xiyun C600 chip, expected to be delivered in October 2024, which will enhance its production capabilities and technological independence [10][12]. - The company is also expanding its customer base, focusing on partnerships with major internet companies and telecommunications operators, with ongoing discussions and product testing expected to lead to orders in 2025 [18]. Future Outlook - Muxi Co. anticipates achieving annual revenues between 1.5 billion CNY and 1.98 billion CNY for 2025, representing a year-on-year growth of 101.86% to 166.46%, despite projected losses of 5.27 billion CNY to 7.63 billion CNY [12]. - The company is well-positioned to leverage the growing demand for AI inference and training solutions, with a focus on enhancing its software ecosystem to support rapid deployment of applications on its GPU products [15][16].
优势资本收获第64家IPO:沐曦股份
Jin Tou Wang· 2025-12-18 03:03
Core Viewpoint - Muxi Integrated Circuit (Shanghai) Co., Ltd. has successfully listed on the Shanghai Stock Exchange's Sci-Tech Innovation Board, marking a significant milestone for the company in the high-performance GPU market [1][3]. Company Overview - Muxi is a leading domestic enterprise in high-performance general-purpose GPU products, focusing on the research, design, and sales of GPUs for artificial intelligence training and inference, general computing, and graphics rendering [3][7]. - The company has a strong technical foundation and continuous innovation, positioning its products as leaders in versatility, core performance, commercialization, and autonomy within the domestic market [3]. Financial Highlights - The stock was issued at a price of 104.66 yuan per share, raising a total of 4.197 billion yuan, which will be invested in new high-performance GPU R&D and industrialization projects [3]. - As of the listing date, the stock price reached 824.50 yuan per share, with a market capitalization nearing 330 billion yuan [3]. Strategic Partnerships and Investments - Advantage Capital has partnered with strategic ally Yuanlu Jia to build an AI computing power cluster based on domestic self-developed GPU technology, with successful operations of the first-generation product, Xiyun C500, in Shanghai [5]. - The successful operation of the thousand-card cluster has reinforced confidence in investing in Muxi, with plans to continue collaborating with ecosystem partners to explore quality project investment opportunities [5]. Policy Support and Market Position - Muxi is among the few companies mastering high-performance GPU chip and system software development, which will help expand market share and enhance technological reserves [7]. - The company’s listing process took only 116 days, showcasing the effectiveness of the Sci-Tech Innovation Board reforms in supporting technology innovation enterprises [7]. Technological Advancements - Muxi has developed a complete set of core technologies, including GPU IP, GPU SoC, and high-speed interconnects, with a total of 245 domestic invention patents and 25 software copyrights as of March 2025 [9]. - The company has launched the Xisi N series GPUs for inference and the Xiyun C series GPUs for training and general computing, with the Xiyun C500 series achieving leading performance levels domestically [11]. Growth Metrics - Muxi has experienced a compound annual growth rate of 4074.52% over the past three years, with revenue reaching 915 million yuan in the first half of 2025, surpassing the total revenue for 2024 [12]. - The company has a backlog of orders amounting to 1.43 billion yuan, indicating rapid growth and market demand [12]. Ecosystem and Industry Impact - Muxi is building a "1+6+X" ecosystem to support various industries, including finance, healthcare, energy, education, transportation, and entertainment, positioning itself as a key player in the autonomous and controllable intelligent computing infrastructure in China [12]. - The company's GPU products have been deployed in multiple national AI public computing platforms and commercial intelligent computing centers, making it one of the few suppliers to achieve large-scale commercial applications of "thousand-card clusters" [12].
沐曦股份挂牌上市 “1+6+X”战略加速赋能千行百业
Jin Rong Shi Bao· 2025-12-18 00:53
Core Insights - Muxi Integrated Circuit (Shanghai) Co., Ltd. officially listed on the Shanghai Stock Exchange's Sci-Tech Innovation Board on December 17, 2023, marking a significant milestone for the company [1] - Muxi is a leading domestic enterprise in high-performance general-purpose GPU products, focusing on the research, design, and sales of GPUs for AI training and inference, general computing, and graphics rendering [1] - The funds raised from the IPO will be directed towards new high-performance GPU R&D and industrialization projects, as well as AI inference GPU projects, to strengthen the company's technological foundation and market position [1] Company Overview - Muxi possesses a rare and stable world-class technical team in China, having accumulated core software technologies and achieved breakthroughs in high-performance GPU technology since its establishment in 2020 [2] - The company has developed a fully domestic supply chain for its GPU products, with cumulative sales exceeding 25,000 units by the end of March 2025 [2] - Muxi's MXMACA software stack, based on self-developed instruction sets and GPU parallel computing engines, provides a comprehensive toolchain for cloud AI developers, integrating mainstream algorithm frameworks and libraries [2] Financial Performance - Muxi has experienced a remarkable revenue compound annual growth rate (CAGR) of 4074.52% over the past three years, with revenue reaching 915 million yuan in the first half of 2025, surpassing the total revenue for 2024 [3] - The company currently has an order backlog of 1.43 billion yuan, indicating strong demand and rapid growth [3] Strategic Initiatives - Muxi is constructing a "1+6+X" ecosystem and business layout, leveraging its GPU product system and open software ecosystem to provide efficient computing support for various industries, including finance, healthcare, energy, education, transportation, and entertainment [3] - The company's GPU products have been deployed in multiple national AI public computing platforms and commercial intelligent computing centers, making it one of the few suppliers to achieve large-scale commercial applications of "thousand-card clusters" [3]