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aisys2023

amp

Adaptive Page Migration Policy with Huge Pages in Tiered Memory Systems

autotm

Thinking is hard - automate it

awesome-opensource-hardware

List of awesome open source hardware tools, generators, and reusable designs

deep-compression-pytorch

PyTorch implementation of 'Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding' by Song Han, Huizi Mao, William J. Dally

deepplan

Fast and Efficient Model Serving Using Multi-GPUs with Direct-Host-Access (ACM EuroSys '23)

deeprecon

[arXiv'18] Security Analysis of Deep Neural Networks Operating in the Presence of Cache Side-Channel Attacks

deepspeech.pytorch

Speech Recognition using DeepSpeech2.

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

dlrm

An implementation of a deep learning recommendation model (DLRM)

dramsim3

DRAMsim3: a Cycle-accurate, Thermal-Capable DRAM Simulator

dramsys

DRAMSys a SystemC TLM-2.0 based DRAM simulator.

eie-simulator

C++ RTL simulator for EIE(https://arxiv.org/abs/1602.01528)

eventqueue

EQueue Dialect

flash-attention

Fast and memory-efficient exact attention

flush-reload-attacks

gcod

[HPCA 2022] GCoD: Graph Convolutional Network Acceleration via Dedicated Algorithm and Accelerator Co-Design

gogfs

A simple implementation of the Google File System in golang

iss-rnns

Sparse Recurrent Neural Networks -- Pruning Connections and Hidden Sizes (TensorFlow)

kvssd

KV SSD host software package

midapsim

mnpusim

An open-sourced version of mNPUsim (IISWC'23)

models

A collection of pre-trained, state-of-the-art models in the ONNX format

onemkl

oneAPI Math Kernel Library (oneMKL) Interfaces

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

opensta

OpenSTA engine

opentpu

A open source reimplementation of Google's Tensor Processing Unit (TPU).

pimsim

PIMSim is a Process-In-Memory Simulator with the compatibility of GEM5 full-system simulation.

pimsimulator

Processing-In-Memory (PIM) Simulator

pynq

PYNQ with Chisel and Rust