Quark: An Integer RISC-V Vector Processor for Sub-Byte Quantized DNN Inference.
MohammadHossein AskariHemmatThéo DupuisYoan FournierNizar El ZarifMatheus A. CavalcanteMatteo PerottiFrank K. GürkaynakLuca BeniniFrançois Leduc-PrimeauYvon SavariaJean-Pierre DavidPublished in: ISCAS (2023)
Keyphrases
- instruction set
- floating point
- application specific
- high speed
- feature vectors
- computation intensive
- integer arithmetic
- bayesian networks
- processor core
- vector space
- parallel processing
- error correcting codes
- computer architecture
- dct coefficients
- low power consumption
- hardware architecture
- inference process
- real time
- dynamic bayesian networks
- similarity measure