yeqiao Goto Github PK
Name: Ye Qiao
Type: User
Company: UC, Irvine
Bio: Ph.D. student at University of California, Irvine. Focusing on machine learning optimization&algorithms, GPU, NPU, FPGA architecture
Location: Irvine, CA
Name: Ye Qiao
Type: User
Company: UC, Irvine
Bio: Ph.D. student at University of California, Irvine. Focusing on machine learning optimization&algorithms, GPU, NPU, FPGA architecture
Location: Irvine, CA
Quantization and Synthesis (Device Specific Code Generation) for Maxim AI Devices
Model Training for Maxim AI Devices
IBM Analog Hardware Acceleration Kit
experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN acc
Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm. In ECCV 2018 and IJCV
Binarize convolutional neural networks using pytorch :fire:
Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch
Chisel 3: A Modern Hardware Design Language
UCI CS273A Project
CVPR 2022 论文和开源项目合集
PyTorch implementation of 'Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding' by Song Han, Huizi Mao, William J. Dally
Berkeley's Systolic Array Generator
GUINNESS: A GUI-based binarized deep Neural NEtwork SyntheSizer toward an FPGA
Hashed Lookup Table based Matrix Multiplication (halutmatmul) - Stella Nera accelerator
MLPerf Inference v0.5 Results
The official Meta Llama 3 GitHub site
Inference code for Llama models
[MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
An analytical cost model evaluating DNN mappings (dataflows and tiling).
MAX78000 Device Software Development Kit
START HERE: Documentation for Maxim AI devices
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning
A Simulation Framework for Memristive Deep Learning Systems
Paper list of network architecture search (NAS)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.