casper-min Goto Github PK

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

mbv1_brevitas

This is MobileNetv1 Brevitas based Quantization-aware-Training Framework

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.

scale-sim-v2

Repository to host and maintain scale-sim-v2 code

second.pytorch

SECOND for KITTI/NuScenes object detection

stable_diffusion_profiling

tenet

An analytical framework that models hardware dataflow of tensor applications on spatial architectures using the relation-centric notation.

timeloop