Pinned Repositories
AccDNN
A compiler from AI model to RTL (Verilog) accelerator in FPGA hardware with auto design space exploration.
ai-edu
AI education materials for Chinese students, teachers and IT professionals.
AI-System
System for AI Education Resource.
AIChip_Paper_List
apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
ARM_Cortex-M3
本项目为参加2019全国大学生集成电路比赛 ARM杯创建。本项目是基于FPGA的一套包含Cortex-M3内核的车牌识别系统。
AutoDNNchip
autofpga
A utility for Composing FPGA designs from Peripherals
awesome-hardware-tools
List of awesome open source hardware tools
awesome-quantization-and-fixed-point-training
Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design
vzyknc's Repositories
vzyknc/AIChip_Paper_List
vzyknc/autofpga
A utility for Composing FPGA designs from Peripherals
vzyknc/awesome-quantization-and-fixed-point-training
Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design
vzyknc/Awesome-System-for-Machine-Learning
A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.
vzyknc/awesome-tensor-compilers
A list of awesome compiler projects and papers for tensor computation and deep learning.
vzyknc/bitfusion
Simulator for BitFusion
vzyknc/CS-Notes
:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++
vzyknc/cva6
The CORE-V CVA6 is an Application class 6-stage RISC-V CPU capable of booting Linux
vzyknc/data_structures
vzyknc/DL-on-Silicon
research, experimentation and implementation of hardware-agnostic accelerated DL framework
vzyknc/DNN_NeuroSim_V1.0
Benchmark framework of compute-in-memory based accelerators for deep neural network
vzyknc/EssayKiller_V2
基于开源GPT2.0的初代创作型人工智能 | 可扩展、可进化
vzyknc/FracTrain
Code for NeurIPS'20 accepted paper - FracTrain: Fractionally Squeezing Bit Savings Both Temporally and Spatially for Efficient DNN Training
vzyknc/kill-the-bits
Code for: "And the bit goes down: Revisiting the quantization of neural networks"
vzyknc/matchlib
SystemC/C++ library of commonly-used hardware functions and components for HLS.
vzyknc/model-compression
model compression based on pytorch (1、quantization: 16/8/4/2 bits(dorefa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular and group convolutional channel pruning；3、 group convolution structure；4、batch-normalization folding for quantization)
vzyknc/MVision
机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶
vzyknc/netron
Visualizer for neural network, deep learning, and machine learning models
vzyknc/nn_dataflow
Explore the energy-efficient dataflow scheduling for neural networks.
vzyknc/nnfusion
A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.
vzyknc/NutShell
RISC-V SoC designed by students in UCAS
vzyknc/PWLQ
Code for our paper at ECCV 2020: Post-Training Piecewise Linear Quantization for Deep Neural Networks
vzyknc/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
vzyknc/RBNN
Pytorch implementation of our NeurIPS 2020 -- Rotated Binary Neural Network
vzyknc/slimmable_networks
Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019
vzyknc/SystolicArray
A parametric RTL code generator of an efficient integer MxM Systolic Array implementation for Xilinx FPGAs.
vzyknc/timeloop
vzyknc/trains
TRAINS - Auto-Magical Experiment Manager & Version Control for AI - NOW WITH AUTO-MAGICAL DEVOPS!
vzyknc/xaringan
Presentation Ninja 幻灯忍者 · 写轮眼
vzyknc/ZeroQ
[CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework