Callipepla: Stream Centric Instruction Set and Mixed Precision for Accelerating Conjugate Gradient Solver.
Linghao SongLicheng GuoSuhail BasalamaYuze ChiRobert F. LucasJason CongPublished in: FPGA (2023)
Keyphrases
- conjugate gradient
- instruction set
- floating point
- training algorithm
- convergence rate
- computer architecture
- application specific
- maximum likelihood estimation
- faster convergence
- data streams
- embedded systems
- neural network
- real time
- back propagation
- learning rate
- reproducing kernel hilbert space
- levenberg marquardt
- machine learning
- em algorithm
- computer systems
- probabilistic model