ABI is a unified near-memory GPU architecture delivering 6-16x speedup and 6-13x energy savings for deep learning, linear algebra, and Ising compute via sparsity-aware circuits and lightweight softmax.
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ABI: A tightly integrated, unified, sparsity-aware, reconfigurable, compute near-register file/cache GPU architecture with light-weight softmax for deep learning, linear algebra, and Ising compute
ABI is a unified near-memory GPU architecture delivering 6-16x speedup and 6-13x energy savings for deep learning, linear algebra, and Ising compute via sparsity-aware circuits and lightweight softmax.