RecPipe provides an end-to-end system to study and jointly optimize recommendation models and hardware for at-scale inference. This repository provides the RecPipe infrastructure which is configuration across different models and hardware (general purpose and specialized accelerator) dimensions. The infrastructure enables judicious comparison of recommendation quality, inference latency, and system-throughput. RecPipe code available on GitHub.