An Analytical Model of Configurable Systolic Arrays to find the Best-Fitting Accelerator for a given DNN Workload.
Tim HotfilterPatrick SchmidtJulian HöferFabian KreßTanja HarbaumJürgen BeckerPublished in: DroneSE/RAPIDO@HiPEAC (2023)
Keyphrases
- analytical model
- analytical models
- response time
- least squares
- simulation model
- parallel implementation
- learning algorithm
- fitting method
- curve fitting
- model fitting
- training process
- parametric models
- surface fitting
- systolic array
- mathematical model
- bit error rate
- computer simulation
- physical design
- semi supervised
- data sets
- index selection
- linear array