Please find the open-sourced projects in our group Github page.
GMLake (Memory Allocator for Large-scale DNN Training) [ASPLOS'24]
ANT and OliVe (Adaptive Numerical Type) [MICRO'22 & ISCA'23]
SQuant (Fast Data-free Quantization) [ICLR'22]
BlockSkim [AAAI'22]
Transkimmer [ACL'22]
PTOLEMY [MICRO'20]
TW Sparsity [SC'20]
GPUWattch [ISCA'13]
GPUVolt [ISLPED'14]
GMLake (Memory Allocator for Large-scale DNN Training) [ASPLOS'24]
ANT and OliVe (Adaptive Numerical Type) [MICRO'22 & ISCA'23]
SQuant (Fast Data-free Quantization) [ICLR'22]
BlockSkim [AAAI'22]
Transkimmer [ACL'22]
PTOLEMY [MICRO'20]
TW Sparsity [SC'20]
GPUWattch [ISCA'13]
GPUVolt [ISLPED'14]