os-hxfan

Research Scientist at Samsung AI Center (Cambridge) and Affiliated Postdoc Researcher at the University of Cambridge

Imperial College LondonCambridge

Pinned Repositories

BayesNN_FPGA
FPGA-based hardware acceleration for dropout-based Bayesian Neural Networks.
Language:Python200
BNNs_Softwares
BNNs Softwares
Language:Python30
cm-reproduce-research-projects
Unified MLCommons Collective Mind interface (CM) to access, manage, prepare, run and reproduce research projects from AI, ML and Systems conferences
Language:Shell10
E3DNet
The implementation of E3DNet
Language:Python16 1 00
os-hxfan.github.io
Personal Website
Language:JavaScript110
Static_BFP_CNN
Static Block Floating Point Quantization for CNN
Language:Python31 2 11
Static_BFP_HW
This repository contains the hardware implementation for Static BFP convolution on FPGA
Language:Verilog7 1 01
tutorial_TFLite_android
Tutorial of how to deloy DNN on android device using TFLite
12 0 00
Butterfly_Acc
The codes and artifacts associated with our MICRO'22 paper titled: "Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design"
Language:Verilog100 2 515
Sparse-Multi-DNN-Scheduling
Open-source artifacts and codes of our MICRO'23 paper titled “Sparse-DySta: Sparsity-Aware Dynamic and Static Scheduling for Sparse Multi-DNN Workloads”.
Language:Python270

os-hxfan/Static_BFP_CNN
Static Block Floating Point Quantization for CNN
Language:Python31 2 11
os-hxfan/BayesNN_FPGA
FPGA-based hardware acceleration for dropout-based Bayesian Neural Networks.
Language:Python200
os-hxfan/E3DNet
The implementation of E3DNet
Language:Python16 1 00
os-hxfan/tutorial_TFLite_android
Tutorial of how to deloy DNN on android device using TFLite
12 0 00
os-hxfan/os-hxfan.github.io
Personal Website
Language:JavaScript110
os-hxfan/Static_BFP_HW
This repository contains the hardware implementation for Static BFP convolution on FPGA
Language:Verilog7 1 01
os-hxfan/BNNs_Softwares
BNNs Softwares
Language:Python30
os-hxfan/cm-reproduce-research-projects
Unified MLCommons Collective Mind interface (CM) to access, manage, prepare, run and reproduce research projects from AI, ML and Systems conferences
Language:Shell10
os-hxfan/Torch_act_hook
The repository to log the activations using hook in pytorch
Language:Python1 1 00
os-hxfan/minimal-mistakes
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
Language:HTML00
os-hxfan/zero-cost-nas
Zero-Cost Proxies for Lightweight NAS
Language:Jupyter Notebook00