Evolution Auto highlights importance of TOPS Power Score in NextGen EVs

Evolution Auto is highlighting the growing role of vehicle computing power as the global automotive industry moves towards Software-Defined Vehicles (SDVs), with its current portfolio offering AI computing capabilities ranging from 48 TOPS in the XPENG L03 to 100 TOPS in the AVATR 07.

The company said the 100 TOPS capability of the AVATR 07 represents the highest TOPS rating among SUVs in Sri Lanka, providing consumers with a reference point for understanding how vehicle computing is becoming an increasingly important specification in next-generation automobiles.

For consumers, one way to understand a vehicle’s computing capability is through TOPS, or Trillion Operations Per Second. The measurement represents the theoretical AI processing capability of a computing system, indicating the number of trillion operations it can theoretically perform in one second.

TOPS is calculated based on the architecture of the computing system, taking into account the number of AI computing cores, operations performed per clock cycle and clock frequency. While the measurement provides an indication of computing capacity, it represents peak theoretical performance rather than a direct measure of how a vehicle will perform in real-world conditions.

As vehicles become increasingly software-driven, computing capability is playing a greater role in determining what a vehicle can do. The computing platform can be viewed as the vehicle’s central processing system, handling information from cameras and other sensors while supporting intelligent functions, Advanced Driver Assistance Systems (ADAS) and AI-powered features.

In a Software-Defined Vehicle, the computer platform provides the foundation for vehicle intelligence in much the same way that a smartphone processor supports applications, processes information and enables new features. This is changing the way consumers can assess modern vehicles, alongside traditional specifications such as horsepower, battery capacity, acceleration, driving range and charging capability.

Nuran Silva, spokesperson for Evolution Auto, said the shift towards software-driven vehicles is introducing new technical specifications into the vehicle purchasing conversation.

“The automotive landscape is moving from vehicles that are primarily defined by their mechanical systems to vehicles where software and computing are becoming central to the experience. This means consumers are being introduced to specifications like TOPS, that were not traditionally part of the car-buying conversation. Our portfolio, ranging from 48 TOPS in the XPENG L03 to 100 TOPS in the AVATR 07, reflects the computing capabilities now available in next-generation vehicles. In addition to bringing these technologies to Sri Lanka, we believe it is our role to educate consumers about them so they can make better decisions as mobility evolves,” he said.

TOPS is generally measured using INT8 precision for AI inference and is based on peak theoretical processing capability. However, a higher TOPS figure does not automatically indicate superior real-world vehicle performance. The way computing capacity is utilised depends on several factors, including software optimisation, sensor architecture, thermal management and the overall design of the vehicle’s computing platform.

This distinction is becoming increasingly relevant as vehicle architecture continues to evolve. Traditional vehicles typically rely on numerous Electronic Control Units (ECUs), with individual systems controlled by separate computing units. Software-Defined Vehicles are increasingly moving towards more centralised computing architectures, allowing software and computing capability to play a greater role in how vehicles operate and how new features are introduced over time.

For consumers considering an electric vehicle, this means looking beyond the electric powertrain alone. Battery capacity, driving range and charging performance remain important considerations, while computing capability, AI functions, ADAS, sensor integration, software architecture and Over-the-Air (OTA) update capabilities are also becoming relevant factors in understanding a vehicle’s technological capabilities.

Evolution Auto’s current portfolio provides a reference point for this emerging area of automotive technology, demonstrating the range of AI computing capabilities available across its next-generation vehicles and highlighting how vehicle computing is becoming an increasingly visible part of the modern car-buying conversation.

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