Most deep learning frameworks are built for flexibility. They handle dynamic graphs, varying batch sizes, and a multitude of layer types. Talos takes the opposite approach. It strips away the runtime, the scheduler, and the operating system overhead to expose the raw compute capability of the FPGA. By implementing the entire inference pipeline in SystemVerilog, we achieve deterministic, cycle-accurate control over every calculation.
The War on Iran Puts Global Chip Supplies and AI Expansion at Risk | From helium extraction in Qatar to shipping lanes in the Strait of Hormuz, the semiconductor industry depends on fragile links across the Gulf. Escalation could ripple through global chip production
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