xululi0223

xululi0223's Stars

• Berkeley-CS61B/skeleton-sp18

  Language:Java263537

• ashleve/lightning-hydra-template

  PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

  Language:Python4.3k653

• AIoT-MLSys-Lab/Efficient-LLMs-Survey

  [TMLR 2024] Efficient Large Language Models: A Survey

  1k85

• kyegomez/BitNet

  Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch

  Language:Python1.7k154

• Lornatang/ResNet-PyTorch

  PyTorch implements `Deep Residual Learning for Image Recognition` paper.

  Language:Python3411

• bharathgs/Awesome-pytorch-list

  A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

  15.5k2.8k

• gpu-mode/lectures

  Material for gpu-mode lectures

  Language:Jupyter Notebook3k301

• SunnyHaze/CIFAR10-VGG-Pytorch

  基于Pytorch实现的VGG11和VGG16网络结构的CIFAR10分类任务。

  Language:Python7

• HewlettPackard/cacti

  An integrated cache and memory access time, cycle time, area, leakage, and dynamic power model

  Language:C++407139

• wangmaolin/niti

  Implementation of "NITI: Training Integer Neural Networks Using Integer-only Arithmetic" on arxiv

  Language:C++7714

• skmhrk1209/QuanTorch

  PyTorch implementation of "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"

  Language:Python538

• Lornatang/InceptionV3-PyTorch

  PyTorch implements `Rethinking the Inception Architecture for Computer Vision` paper.

  Language:Python5

• clevercool/ANT-Quantization

  Language:Python8016

• songquanpeng/pytorch-template

  To be the world's best PyTorch project template.

  Language:Python43161

• huggingface/pytorch-image-models

  The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

  Language:Python32.2k4.8k

• chenzomi12/AISystem

  AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

  Language:Jupyter Notebook11.1k1.6k

• hysts/pytorch_mpiigaze

  An unofficial PyTorch implementation of MPIIGaze and MPIIFaceGaze

  Language:Python35487

• Accelergy-Project/accelergy

  Accelergy is an energy estimation infrastructure for accelerator energy estimations

  Language:Python12640

• MrYxJ/calculate-flops.pytorch

  The calflops is designed to calculate FLOPs、MACs and Parameters in all various neural networks, such as Linear、 CNN、 RNN、 GCN、Transformer(Bert、LlaMA etc Large Language Model)

  Language:Python56121

• lirui-shanghaitech/CNN-Accelerator-VLSI

  Convolutional accelerator kernel, target ASIC & FPGA

  Language:Verilog16426

• zhe-liu/Awesome-Pruning

  3

• talswisa/SubTuning

  Language:Python31

• ghimiredhikura/Awasome-Pruning

  Awasome Papers and Resources in Deep Neural Network Pruning with Source Code.

  1339

• isakedo/DNNsim

  Language:C++3013

• labmlai/annotated_deep_learning_paper_implementations

  🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  Language:Python56.1k5.8k

• jmluu/Awesome-Efficient-Training

  A collection of research papers on efficient training of DNNs

  687

• haoxizhong/pytorch-worker

  A framework for training, evaluating and testing models in pytorch.

  Language:Python7815

• MLNLP-World/AI-Paper-Collector

  MLNLP社区用来更好进行论文搜索的工具。Fully-automated scripts for collecting AI-related papers

  Language:Python1.1k119

• fengbintu/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.

  1.9k382

• Developer-Y/cs-video-courses

  List of Computer Science courses with video lectures.

  67.2k9.1k