OFU is a hardware-counter metric that approximates application MFU to within 2 percentage points after tile correction and shows r=0.78 correlation on 608 production jobs.
Available: https://arxiv.org/abs/2007.00072
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Co-optimized microarchitecture for the Ara RISC-V vector processor delivers 1.33x geometric mean speedup over baseline by addressing data supply, dependence management, and operand delivery inefficiencies.
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Instant GPU Efficiency Visibility at Fleet Scale
OFU is a hardware-counter metric that approximates application MFU to within 2 percentage points after tile correction and shows r=0.78 correlation on 608 production jobs.
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Microarchitectural Co-Optimization for Sustained Throughput of RISC-V Multi-Lane Chaining Vector Processors
Co-optimized microarchitecture for the Ara RISC-V vector processor delivers 1.33x geometric mean speedup over baseline by addressing data supply, dependence management, and operand delivery inefficiencies.