10/02/2024, 09:43 PM UTC
国产AI芯片与英伟达的差距有多大The Gap Between Domestic AI Chips and NVIDIA: An Insight
➀ 英伟达AI芯片的优势包括性能、易用性、市场认可度、多功能性和可扩展性。 ➁ 英伟达在中国AI芯片市场的占有率超过90%，华为是其主要竞争对手。 ➂ 在芯片算力、内存、内存带宽和互连带宽等方面，英伟达与国产AI芯片之间存在性能差距。 ➃ 国产AI芯片生态系统在成熟度和用户覆盖度上落后于英伟达的CUDA生态系统。 ➄ 国产AI芯片在大规模集群（千卡-万卡）的实际应用中仍不成熟。➀ The advantages of NVIDIA's AI chips are summarized in five points: performance, ease of use, market recognition, versatility, and scalability. ➁ The market share of NVIDIA in China's AI chip market is over 90%, with Huawei being the main competitor. ➂ The performance gap between NVIDIA and domestic AI chips is evident in terms of chip power, memory, memory bandwidth, and interconnect bandwidth. ➃ The domestic AI chip ecosystem lags behind NVIDIA's CUDA ecosystem in maturity and user coverage. ➄ The actual application of domestic AI chips in large-scale clusters is still not mature.
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