Pinned Repositories
AIChip_Paper_List
ASD_Layer_Fusion_Optimization
HYU 2022 Fall AI System Design Final Project - Layer Fusion Optimization
awesome-machine-learning-in-compilers
Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation
awesome-tensor-compilers
A list of awesome compiler projects and papers for tensor computation and deep learning.
compiler-and-arch
A list of tutorials, paper, talks, and open-source projects for emerging compiler and architecture
finn
Dataflow compiler for QNN inference on FPGAs
finn-examples
Dataflow QNN inference accelerator examples on FPGAs
FuSeConv
Code for paper "FuSeConv Fully Separable Convolutions for Fast Inference on Systolic Arrays" published at DATE 2021
Interstellar-CNN-scheduler
Tool for optimize CNN blocking
timeloop
Casper-Min's Repositories
Casper-Min/timeloop
Casper-Min/AIChip_Paper_List
Casper-Min/ASD_Layer_Fusion_Optimization
HYU 2022 Fall AI System Design Final Project - Layer Fusion Optimization
Casper-Min/awesome-machine-learning-in-compilers
Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation
Casper-Min/awesome-tensor-compilers
A list of awesome compiler projects and papers for tensor computation and deep learning.
Casper-Min/compiler-and-arch
A list of tutorials, paper, talks, and open-source projects for emerging compiler and architecture
Casper-Min/finn
Dataflow compiler for QNN inference on FPGAs
Casper-Min/finn-examples
Dataflow QNN inference accelerator examples on FPGAs
Casper-Min/FuSeConv
Code for paper "FuSeConv Fully Separable Convolutions for Fast Inference on Systolic Arrays" published at DATE 2021
Casper-Min/Interstellar-CNN-scheduler
Tool for optimize CNN blocking
Casper-Min/mbv1_brevitas
This is MobileNetv1 Brevitas based Quantization-aware-Training Framework
Casper-Min/Neural-Networks-on-Silicon
This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning and computer architecture.
Casper-Min/scale-sim-v2
Repository to host and maintain scale-sim-v2 code
Casper-Min/second.pytorch
SECOND for KITTI/NuScenes object detection
Casper-Min/TENET
An analytical framework that models hardware dataflow of tensor applications on spatial architectures using the relation-centric notation.