most citedProximu$: Efficiently Scaling DNN Inference in Multi-core CPUs through Near-Cache Compute

3 citations · 3 across the 2 of their papers we have counts for

collaborators
Showing cs.ARShow all

2 papers · 1 filter

cs.AR2024

Constable: Improving Performance and Power Efficiency by Safely Eliminating Load Instruction Execution

Rahul Bera, Adithya Ranganathan, Joydeep Rakshit +8

Load instructions often limit instruction-level parallelism (ILP) in modern processors due to data and resource dependences they cause. Prior techniques like Load Value Prediction…

cs.AR2020★ 3 cited

Proximu$: Efficiently Scaling DNN Inference in Multi-core CPUs through Near-Cache Compute

Anant V. Nori, Rahul Bera, Shankar Balachandran +5

Deep Neural Network (DNN) inference is emerging as the fundamental bedrock for a multitude of utilities and services. CPUs continue to scale up their raw compute capabilities for D…