Data Compression

Hi-End: Hierarchical, Endurance-Aware STT-MRAM-Based Register File for Energy-Efficient GPUs
Modern Graphics Processing Units (GPUs) require large hardware resources for massive parallel thread executions. In particular, modern …
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Hi-End: Hierarchical, Endurance-Aware STT-MRAM-Based Register File for Energy-Efficient GPUs
Improving Energy Efficiency of GPUs through Data Compression and Compressed Execution
GPU design trends show that the register file size will continue to increase to enable even more thread level parallelism. As a result …
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Warped-Compression: Enabling Power Efficient GPUs through Register Compression
This paper presents Warped-Compression, a warp-level register compression scheme for reducing GPU power consumption. This work is …
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