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Flash

first_img DeepSeek open-source Ascend basic components, covering compilation, computation, and communication libraries

The artificial intelligence company DeepSeek has officially open-sourced infrastructure components for the Huawei Ascend computing platform, covering the TileLang high-level language compilation tool, computing libraries, and distributed communication libraries, corresponding to the previously open-sourced components for the NVIDIA platform. TileLang aims to provide a general-purpose, simpler programming language that can achieve the hardware performance limits, improving development efficiency and simplifying logic compared to CUDA, while its programming model can also leverage chip features.The TileLang route was first validated on the NVIDIA platform and has already supported the implementation of most operators in the training of the DeepSeek V4 series models. The open-sourced Ascend version encapsulates the underlying instructions of the Ascend C, providing a high-level programming approach without sacrificing hardware performance. Currently, every TileLang operator used in DeepSeek's training has a corresponding high-performance implementation on Ascend.The components open-sourced at the same time also include DeepGEMM, DeepEP, TileKernels, FlashMLA, and DeepSelect, which are used for general matrix operations, large-scale cross-device communication, conventional vector calculations and memory access, long-context sparse attention, and data filtering, respectively. DeepSeek claims that in multiple key tests, the related computing and communication performance has approached hardware limits; during the R&D process, the Huawei team provided support, and both parties collaborated to advance the 128-card supernode solution based on Ascend 950, with deep optimizations made for computing and communication.

first_img MediaTek's revenue in August reached 64.183 billion yuan, a month-on-month increase of over 30%, setting a new monthly record

MediaTek announced a consolidated revenue of 64.183 billion NTD for August, a month-on-month increase of 32.4% and a year-on-year increase of 44%, setting a new monthly record. The combined performance for July and August reached 112.658 billion NTD, bringing the total consolidated revenue for the first eight months of this year to 413.991 billion NTD, a year-on-year increase of 5.7%. If September's performance exceeds 39.542 billion NTD, it will meet the lower end of the financial forecast for the third quarter.MediaTek expects growth in its smart device platform business this quarter to offset the impact of its mobile business. Based on an exchange rate of 1 USD to 32 NTD, revenue this quarter is expected to be between 152.2 billion and 159.8 billion NTD, remaining flat to growing by 5% compared to the previous quarter, and growing by 7% to 12% compared to the same period last year, with a gross margin estimated at 46% plus or minus 1.5 percentage points. The ramp-up of flagship system-on-chip products can largely offset weakness in other products, with mobile chip revenue expected to remain flat to decline in the single-digit percentage range, while revenue from the smart device platform is expected to grow in the mid to high single-digit percentage range.MediaTek's ASIC design services and other businesses are expected to contribute this year, with estimated dollar revenue expected to reach the high single-digit percentage range, achieving the upper end of the original target range. Data center chips, through close collaboration with major U.S. cloud service providers, have developed the first AI accelerator ASIC, which is expected to enter mass production in the fourth quarter, with data center revenue expected to exceed 2 billion USD this year. MediaTek has raised its market share target for the addressable market in the data center sector from 10% to 15% to 15% to 20% by 2027.

hot_img The Financial Regulatory Administration and three other departments jointly issued 22 measures, aiming to basically establish an effective governance mechanism for financial institutions by 2029

On July 31, the Financial Regulatory Administration, the Central Bank, the Securities Regulatory Commission, and the Ministry of Finance jointly issued the "Implementation Opinions on Improving the Governance of Financial Institutions," proposing 22 measures. It aims to establish a governance mechanism for financial institutions by 2029 that features clear boundaries of responsibilities and powers, compatible incentives and constraints, strict risk management, and standardized and efficient operations. Core measures include: strict control over shareholder access, building a "firewall" between industrial capital and financial capital, penetrating identification of major shareholders and actual controllers, and prohibiting the concealment of control rights and related relationships; strict regulation of shareholder behavior, prohibiting the transfer of benefits to shareholders and related parties; strengthening the responsibilities of directors, senior executives, and other "key minorities," and preventing the "flow of personnel with violations"; implementing lifelong accountability for major illegal and irregular behaviors; early intervention for institutions with significant governance defects; promoting the revision of important laws and regulations in the financial sector, and improving systems related to shareholder equity, corporate governance, and market exit.
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