Towards Joint Optimization for DNN Architecture and Configuration for Compute-In-Memory Hardware.
Souvik KunduAnthony SarahVinay JoshiOm Ji OmerSreenivas SubramoneyPublished in: CoRR (2024)
Keyphrases
- joint optimization
- memory management
- memory hierarchy
- hardware architecture
- hardware implementation
- processing elements
- computing power
- memory access
- real time
- vlsi implementation
- computational power
- software implementation
- multithreading
- vlsi architecture
- low cost
- associative memory
- hardware design
- digital signal processors
- application level
- sparse representation
- multiple description coding
- memory requirements
- hardware software
- memory subsystem
- parallel architecture
- massively parallel
- multiscale
- dedicated hardware
- computing systems
- hardware and software
- training data
- machine learning
- data mining