activity
20212025
most citedExploiting Activation based Gradient Output Sparsity to Accelerate Backpropagation in CNNs

2 citations · 4 across the 5 of their papers we have counts for

collaborators
Showing cs.ARShow all

1 paper · 1 filter

cs.AR2025

Optimizing Attention on GPUs by Exploiting GPU Architectural NUMA Effects

Mansi Choudhary, Karthik Sangaiah, Sonali Singh +3

The rise of disaggregated AI GPUs has exposed a critical bottleneck in large-scale attention workloads: non-uniform memory access (NUMA). As multi-chiplet designs become the norm f…