WanZzzzzz's Stars
youngyangyang04/leetcode-master
《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀
fastai/fastai
The fastai deep learning library
NVIDIA/NeMo
A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
tensorflow/examples
TensorFlow examples
AntixK/PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
blei-lab/edward
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
NVIDIA/nccl
Optimized primitives for collective multi-GPU communication
zackchase/mxnet-the-straight-dope
An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at https://d2l.ai/.
NVIDIA/TransformerEngine
A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.
D-X-Y/Awesome-AutoDL
Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)
mit-han-lab/once-for-all
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
google/gemmlowp
Low-precision matrix multiplication
mlcommons/training
Reference implementations of MLPerf™ training benchmarks
piEsposito/blitz-bayesian-deep-learning
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
facebookresearch/mobile-vision
Mobile vision models and code
D-X-Y/NAS-Bench-201
NAS-Bench-201 API and Instruction
ajbrock/SMASH
An experimental technique for efficiently exploring neural architectures.
HewlettPackard/cacti
An integrated cache and memory access time, cycle time, area, leakage, and dynamic power model
jackguagua/awesome-nas-papers
Awesome Neural Architecture Search Papers
enyac-group/single-path-nas
Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours
ARM-software/SCALE-Sim
xiaomi-automl/FairNAS
FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search
deephyper/deephyper
DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks
megvii-model/SinglePathOneShot
ml-energy/zeus
Measure and optimize the energy consumption of your AI applications!
maestro-project/maestro
An analytical cost model evaluating DNN mappings (dataflows and tiling).
coreylammie/MemTorch
A Simulation Framework for Memristive Deep Learning Systems
neurosim/DNN_NeuroSim_V1.3
Benchmark framework of compute-in-memory based accelerators for deep neural network (inference engine focused)
neurosim/DNN_NeuroSim_V2.0
Benchmark framework of compute-in-memory based accelerators for deep neural network (on-chip training chip focused)
peisuke/qnn
experimental quantized net implementation in chainer