Samsung’s new microSD cards could make on-device AI easier
5 min read
Samsung's introduction of two new microSD cards, the 256GB SD Express and the 1TB UHS-1, signals promising advancements for on-device AI. With impressive speeds and capacities, these cards address a crucial obstacle in on-device AI development: processing power constraints.
February 29, 2024 07:03
Samsung recently unveiled two new microSD cards, the 256GB SD Express microSD card and the 1TB UHS-1 microSD card. While these cards boast impressive capacities and performance improvements, a key highlight lies in their potential to facilitate the advancement of on-device AI.
How do these cards help on-device AI?
- Increased Storage: The larger capacities offered by these cards provide more space for storing the complex algorithms and data required for on-device AI applications. This can be crucial for running AI models directly on smartphones and other devices without relying on the cloud.
- Faster Data Transfer: The SD Express card's significantly faster read speeds (up to 800MB/s) compared to traditional UHS-1 cards (up to 200MB/s) can improve the processing speed of AI tasks on devices. This allows for faster model loading, real-time analysis, and quicker response times.
What are the benefits of on-device AI?
On-device AI offers several advantages:
- Improved Privacy: Processing data locally on the device can potentially address privacy concerns associated with sending data to the cloud for AI processing.
- Reduced Latency: On-device AI can lead to lower latency, meaning faster response times and a more seamless user experience for AI-powered features on smartphones and other devices.
- Offline Functionality: On-device AI applications can function even without an internet connection, making them more reliable in situations with limited or no connectivity.
Looking Ahead:
While these new microSD cards represent a step forward, other factors will also influence the advancement of on-device AI:
- Development of efficient AI models: Smaller and more efficient AI models optimized for on-device processing are still needed.
- Battery life considerations: Running complex AI tasks on devices can potentially drain battery life faster. Optimizations are required to ensure efficient energy usage.
Overall, Samsung's new microSD cards are a welcome addition, offering increased storage and faster data transfer speeds, both of which can contribute to the advancement of on-device AI.