光计算芯片，Roadster时刻

Core Viewpoint - The article draws a parallel between Tesla's Roadster and the current state of the chip industry, suggesting that the introduction of "optical-electrical hybrid computing" marks a new era in computing, similar to how the Roadster initiated the electric vehicle revolution [1][6]. Group 1: Industry Challenges - The traditional chip industry is facing limitations due to the failure of Moore's Law, which has been a guiding principle for over 60 years, with performance improvements slowing down significantly [3][4]. - The demand for computing power has surged, particularly driven by advancements in artificial intelligence, leading to a doubling of computational needs every 4-6 months [3][4]. - Current innovations, such as near-storage computing and non-GPU architectures, address bandwidth and transistor utilization issues but do not fundamentally resolve the limitations of transistor density and absolute computing power [4][5]. Group 2: New Paradigm Introduction - The company proposes a new paradigm called "optical-electrical hybrid computing," which aims to overcome the limitations of traditional transistors by utilizing optical components [5][6]. - The introduction of the "Tianshu" system represents a significant advancement, integrating optical chips with electrical chips in a novel 3D stacked architecture to enhance computational capabilities [7][9]. Group 3: Technical Innovations - The optical chip in the Tianshu system employs Optical Multiply Accumulate (oMAC) technology for integer operations, significantly improving computational power without additional energy consumption [8][10]. - The electrical chip is a custom ASIC designed for floating-point operations, and the integration of over 40,000 optical devices allows for high bandwidth and low latency in processing complex algorithms [9][10]. Group 4: Software and Ecosystem Development - The company has developed a software framework to support popular programming languages like PyTorch, facilitating the integration of complex algorithms into the Tianshu system [12][13]. - A performance index called Equivalent Optical Processing Power (EOPP) has been introduced, which combines peak processing power, output precision, and weight refresh rates to provide a more comprehensive measure of performance [14]. Group 5: Future Prospects - The company is exploring further applications of its technology in various fields, including EDA systems, quantitative trading, and security recognition, with plans to expand into more scenarios [14][15]. - Innovations in optical interconnect technologies, such as Optical Network on Chip (oNOC) and Optical inter-chip Networking (oNET), are being developed to enhance data transmission efficiency and flexibility in chip architectures [15][16].