Compiled code always have scalar instruction. Here is a thread binary that has only scalar instruction on it run as many copies as many threads you want. All the instructions have different program counter GPU execute hardware threads scalar instructions. GPU cores detect when different hardware threads executing same instruction, and implements simultaneous execution of upt...

Today's server GPUs are typically connected by the PCI Express (PCIe) bus, which provides a communication bandwidth of 12 GB per second. However, NVIDIA's new NVLink ultrafast interconnect technology is set to replace PCIe, delivering 5 to 12 times more bandwidth. NVLink allows GPUs to communicate directly with each other, significantly accelerating large-scale simulations. ...

Often times in robotics vision applications require high bandwidth, long-range support, data integrity, and camera reliability. MIPI CSI-2, USB 3.0, and GigE are some of the common camera interfaces in these applications. Ethernet and CAN are often used in cars but they aren’t fast enough to handle large amounts of high-resolution video data in modern vehicles. GSML cameras ...