Tridiagonal systems of linear equations arise naturally in the numerical treatment of one-dimensional boundary value problems, discretised partial-differential equations and many time-stepping schemes ...

Parallel sorting algorithm optimization represents a critical area of research aimed at accelerating the arrangement of large data sets by exploiting modern multi-core and many-core architectures. By ...

Abstract: This brief presents a bit-adjustable column-parallel analog-to-digital converter (ADC) as a core component for scalable emerging computing systems, such as computing-in-memory (CIM) and ...

Abstract: Spiking neural networks (SNNs) require sequential computation over long timesteps, introducing substantial memory and energy overheads due to frequent updates of neuron membrane potentials.

`ColumnParallelLinearWithLoRA`, they share the same `apply` logic.

# Local parallel third sweep around the current best F configuration. # Eight fixed configs run on eight GPUs and write into one shared result dir. ROOT=/data/users ...