alphaRGB's repositories
12306
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awesome-model-quantization
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
buddy-mlir
An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).
code-samples
Source code examples from the Parallel Forall Blog
Computer-Science-Textbooks
Collect some CS textbooks for learning.
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
cutlass
CUDA Templates for Linear Algebra Subroutines
deap
Distributed Evolutionary Algorithms in Python
DL_Compiler
Study Group of Deep Learning Compiler
DynamicViT
[NeurIPS 2021] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification
how-to-optim-algorithm-in-cuda
how to optimize some algorithm in cuda.
How_to_optimize_in_GPU
This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several basic kernel optimizations, including: elementwise, reduce, sgemv, sgemm, etc. The performance of these kernels is basically at or near the theoretical limit.
immich
High performance self-hosted photo and video management solution.
mlir-tutorial
Hands-On Practical MLIR Tutorial
MyCudaCode
练习的一些cuda代码
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.
PlotNeuralNet
Latex code for making neural networks diagrams
py12306
🚂 12306 购票助手,支持集群,多账号,多任务购票以及 Web 页面管理
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
RDN
Torch code for our CVPR 2018 paper "Residual Dense Network for Image Super-Resolution" (Spotlight)
rpi-iot-thermometer
Raspberry PI thermometer using DS18B20 sensor with d3.js v4 chart, Flask and SQLAlchemy
scikit-opt
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
SGEMM_CUDA
Fast CUDA matrix multiplication from scratch
tvm_mlir_learn
compiler learning resources collect.
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
WindTerm
A professional cross-platform SSH/Sftp/Shell/Telnet/Serial terminal.
YHs_Sample
Yinghan's Code Sample