Tag
A custom digital chip designed gate-by-gate achieves over 56,000 tokens/sec running a Transformer with KV cache at just 80 MHz, prototyped on an FPGA.
This article provides a comprehensive overview of the complete technology stack for cloud deployment of Transformer inference, covering application scenarios, workload definition, models, inference engines, hardware, observability, and performance optimization, along with future trends.