How PCI Express Gives AI Accelerators a Super-Fast Jolt of Throughput
Every time you get a purchase recommendation from an e-commerce site, receive real-time traffic updates from your highly automated vehicle, or play an online video game, you’re benefiting from artificial intelligence (AI) accelerators. A high-performance parallel computation machine, an AI accelerator is designed to efficiently process AI workloads like neural networks—and deliver near-real-time insights that enable an array of applications.
For an AI accelerator to do its job effectively, data that moves between it (as a device) and CPUs and GPUs (the hosts) must do so swiftly and with very little latency. A key to making this happen? The PCI Express® (PCIe®) high-speed interface.
With every generation, made available roughly every three years, PCIe delivers double the bandwidth—just what our data-driven digital world demands.
To read the full article, click here
Related Semiconductor IP
- Multi-Channel Flex DMA IP Core for PCI Express
- PCIe - PCI Express Controller
- PCI Express PIPE PHY Transceiver
- Scalable Switch Intel® FPGA IP for PCI Express
- Multichannel DMA Intel FPGA IP for PCI Express*
Related Blogs
- A Trillion-Dollar Industry: How AI Is Reinventing EDA and Semiconductors
- How to Unlock the Power of Operator Fusion to Accelerate AI
- Rambus HBM3 Controller IP Gives AI Training a New Boost
- Navigating the Complexity of Address Translation Verification in PCI Express 6.0
Latest Blogs
- Cadence Extends Support for Automotive Solutions on Arm Zena Compute Subsystems
- The Role of GPU in AI: Tech Impact & Imagination Technologies
- Time-of-Flight Decoding with Tensilica Vision DSPs - AI's Role in ToF Decoding
- Synopsys Expands Collaboration with Arm to Accelerate the Automotive Industry’s Transformation to Software-Defined Vehicles
- Deep Robotics and Arm Power the Future of Autonomous Mobility