Pinned Repositories
atomic-memory-trace
PIN-tool to produce multi-threaded atomic memory traces
Bingo
The source code of "Bingo Spatial Data Prefetcher" paper, which is accepted in HPCA 2019.
bolt
10x faster matrix and vector operations
C-MemMAP
C-MemMAP: Clustering-driven Compact, Adaptable, and Generalizable Meta-LSTM Models for Memory Access Prediction
ChampSim
x86 simulator written by Texas A&M University. I contributed about 1.6K lines of code to implement the STeMS and BB prefetcher simulation modules for my research at UT Austin. You can find my work in the repository under prefetcher/stems and prefetcher/bb
FPGA-LSTM-Intel
GNN_MAP
GNN for Memory Access Prediction
MAP_AMM
Memory access prediction using table approximate matrix multiplication
TransFetch
TransFetch
pengmiao-usc's Repositories
pengmiao-usc/TransFetch
TransFetch
pengmiao-usc/GNN_MAP
GNN for Memory Access Prediction
pengmiao-usc/bolt
10x faster matrix and vector operations
pengmiao-usc/C-MemMAP
C-MemMAP: Clustering-driven Compact, Adaptable, and Generalizable Meta-LSTM Models for Memory Access Prediction
pengmiao-usc/MAP_AMM
Memory access prediction using table approximate matrix multiplication
pengmiao-usc/cacheline-prediction
pengmiao-usc/ChampSim-1
ChampSim repository
pengmiao-usc/deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
pengmiao-usc/gnn-mnist-classification
Image classification using Graph Neural Networks (GNNs) with MNIST dataset
pengmiao-usc/GPOP
GPOP: A scalable cache- and memory-efficient framework for Graph Processing Over Partitions
pengmiao-usc/GraphVision
Evaluating the feasibility of GNN algorithms with Image Classification.
pengmiao-usc/halutmatmul
Hashed Lookup Table based Matrix Multiplication (halutmatmul) built on MADDness/bolt
pengmiao-usc/itlumm
pengmiao-usc/leetcode
推荐刷题网站：https://www.lintcode.com/?utm_source=tf-github-lucifer2022 LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)
pengmiao-usc/leetcode-master
《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀
pengmiao-usc/ME_ViT_Plotting
pengmiao-usc/mpgraph
MPGraph2023
pengmiao-usc/network-slimming
Network Slimming (Pytorch) (ICCV 2017)
pengmiao-usc/neural-network-computation-acceleration
Reproduce the fast matrix multiplication method based on Multiplying Matrices Without Multiplying and Bolt: Accelerated Data Mining with Fast Vector Compression , while doing the speedup of the underlying operator.
pengmiao-usc/neural_hierarchical_sequence
pengmiao-usc/PowerGraph-build
pengmiao-usc/prodigy_compiler_support_public
pengmiao-usc/Pythia
A customizable hardware prefetching framework using online reinforcement learning as described in the MICRO 2021 paper by Bera et al. (https://arxiv.org/pdf/2109.12021.pdf).
pengmiao-usc/pytorch-cifar100
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
pengmiao-usc/ReSemble
ReSemble: Reinforced Ensemble Framework for Data Prefetching
pengmiao-usc/river
🌊 Online machine learning in Python
pengmiao-usc/Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
pengmiao-usc/trojans
Test demo for github.
pengmiao-usc/USCthesis
LaTeX template in accordance with the University of Southern California Theses and Dissertations Formatting Guidelines.
pengmiao-usc/Vision_GNN