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cs.AR2026
Themis: Software-Defined Hardware Prefetching
Keisuke Kamahori, Neil Adit, Kan Zhu +13
Data cache misses represent a significant portion of stall cycles in datacenter workloads. Hardware prefetchers that reduce such stalls by fetching data ahead of time have become i…
cs.AR2025
From PyTorch to Calyx: An Open-Source Compiler Toolchain for ML Accelerators
Jiahan Xie, Evan Williams, Adrian Sampson
We present an end-to-end open-source compiler toolchain that targets synthesizable SystemVerilog from ML models written in PyTorch. Our toolchain leverages the accelerator design l…