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AI晶片组市场:2024-2029年预测AI Chipsets Market - Forecasts from 2024 to 2029 |
AI晶片组市场预计将以25.87%的复合年增长率成长,从2024年的681.94亿美元成长到2029年的1591.78亿美元。
人工智慧晶片组是为各种运算设备专门设计的一类晶片,用于高效执行基于人工智慧的运算。存在多种类型的 AI 晶片组,包括基于 AI 的 GPU、神经处理单元 (NPU) 和记忆体晶片。与其他类型的晶片相比,人工智慧晶片的设计目的是整合更高的神经处理效率,并提供能源效率、超快运算和低延迟。
人工智慧晶片组还提供应用灵活性,因为它们比其他晶片具有更高的可自订性,甚至可以针对特定的人工智慧训练模型和应用程式进行建置。这些晶片是专门製造的,具有更高级别的运算能力,因此它们的性能也优于其他类型的晶片。这些晶片提供更有效率、更准确的结果,可以执行自然语言处理(NLP)和资料分析等核心任务。
AI晶片市场驱动因素
平板电脑和智慧型手机等各种电子设备对高阶规格的需求不断增长,推动了消费性电子产品对人工智慧晶片组的需求。许多製造商不断发布尖端的人工智慧晶片组来满足这种不断增长的需求。
台湾晶片製造商联发科技于 2022 年 5 月发布了用于人工智慧物联网 (AIoT) 设备的 Genio 架构和 Genio 1200 晶片。 MediaTek Genio 提供专为 AIoT 量身定制的综合平台堆迭、开放平台 SDK 以及拥有丰富资源和工具的开发者入口网站。
此外,越来越多地使用量子运算技术进行分析运算和解决复杂问题也正在扩大人工智慧晶片组市场。 Google 于 2023 年 12 月发布了 Cloud TPU v5p。相当长一段时间以来,这些 TPU 一直是 AI 驱动产品(例如 YouTube、Gmail、Google 地图、Google Play 和 Android)的训练和部署的支柱。随着对量子运算理解的加深,对人工智慧晶片组的需求可能会增加,从而加速该产业的成长。
AI晶片组市场地理展望
在国防、政府、机器人、自动化和汽车等广泛应用的推动下,北美地区预计将占据重要的市场占有率。美国是主要的区域参与者,核心公司包括IBM公司、英特尔公司和AMD公司。
半导体产业是人工智慧晶片组的主要驱动力,两个产业都在同步成长。 2022年,美国半导体公司占整个半导体市场的48.0%份额。这种成长与北美地区不断扩大的人工智慧晶片组市场一致,该市场依赖人工智慧技术来提高效率和准确性。这种协同效应凸显了人工智慧晶片组的关键作用。
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The AI chipsets market is estimated to reach US$159.178 billion by 2029, growing at a CAGR of 25.87% from US$68.194 billion in 2024.
An artificial intelligence chipset is a type of chip specially designed by various computing devices to perform AI-based operations efficiently. Multiple types of AI chipsets exist, including AI-based GPUs, Neural Processing Units (NPUs), and memory chips. The AI chips are designed to integrate greater neural processing efficiency compared to the other types of chips, and they also offer energy efficiencies, ultra-fast computing, and lower latency.
The AI chipsets also include flexibility in their applications, as these chips offer a higher level of customization than the other chips and can also be built for specific AI training models or applications. Their performance is also greater than the other types of chips, as these chips are specifically built with higher levels of computational capacity. These chips offer more efficient and accurate results and can perform core tasks like natural language processing (NLP) and data analysis.
AI chipsets market drivers
The growing need for high-end specifications for various electronic gadgets, including tablets and smartphones, is increasing the demand for AI chipsets in consumer electronics. Numerous manufacturers are constantly releasing cutting-edge AI chipsets to meet this growing demand.
MediaTek, a Taiwanese chip manufacturer, unveiled the Genio architecture and Genio 1200 chip for artificial intelligence of things (AIoT) devices in May 2022. MediaTek Genio provides a comprehensive platform stack tailored for AIoT, open platform SDKs, and a developer portal equipped with extensive resources and tools.
Furthermore, the rising usage of analytical computations and complex problem-solving using quantum computing technology is also increasing the AI Chipsets market. Google introduced Cloud TPU v5p in December 2023. These TPUs served a considerable time as the backbone for training and deploying AI-driven products such as YouTube, Gmail, Google Maps, Google Play, and Android. The demand for AI chipsets will increase as understanding of quantum computing deepens, accelerating the sector's growth.
AI chipsets market geographical outlook
The North American region is anticipated to hold a considerable market share fueled by the immense applications of defense, government, robotics, automation, automobiles, etc. The USA is a major regional player, having several core companies, such as IBM Corporation, Intel Corporation, AMD Inc., etc.
The semiconductor sector is the major driving force in AI chipsets; both sectors collaborate in growth. In 2022, U.S.-based semiconductor companies commanded 48.0 percent of the overall semiconductor market share. Such growth aligns with the expanding AI Chipsets market in the North American region, which relies on AI-driven technologies for improved efficiency and precision. This synergy underscores the pivotal role of AI chipsets.
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