36 citations · 52 across the 13 of their papers we have counts for
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cs.DC2020
E-BATCH: Energy-Efficient and High-Throughput RNN Batching
Franyell Silfa, Jose Maria Arnau, Antonio Gonzalez
Recurrent Neural Network (RNN) inference exhibits low hardware utilization due to the strict data dependencies across time-steps. Batching multiple requests can increase throughput…
cs.AR2020★ 1 cited
Irregular Accesses Reorder Unit: Improving GPGPU Memory Coalescing for Graph-Based Workloads
Albert Segura, Jose-Maria Arnau, Antonio Gonzalez
GPGPU architectures have become established as the dominant parallelization and performance platform achieving exceptional popularization and empowering domains such as regular alg…