yiliu30

yiliu30's Stars

• microsoft/DeepSpeed

  DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

  Language:Python35.5k3462.8k4.1k

• ray-project/ray

  Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

  Language:Python34.1k47418.9k5.8k

• 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:Python32.3k3129304.8k

• microsoft/onnxruntime

  ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

  Language:C++14.8k2476.7k2.9k

• apache/tvm

  Open deep learning compiler stack for cpu, gpu and specialized accelerators

  Language:Python11.8k3763.4k3.5k

• hyperopt/hyperopt

  Distributed Asynchronous Hyperparameter Optimization in Python

  Language:Python7.3k1216521.1k

• MegEngine/MegEngine

  MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

  Language:C++4.8k137371543

• facebookincubator/AITemplate

  AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

  Language:Python4.6k82244371

• IntelLabs/distiller

  Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

  Language:Jupyter Notebook4.4k132350801

• mindspore-ai/mindspore

  MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.

  Language:C++4.3k148273710

• Jittor/jittor

  Jittor is a high-performance deep learning framework based on JIT compiling and meta-operators.

  Language:Python3.1k64356313

• automl/Auto-PyTorch

  Automatic architecture search and hyperparameter optimization for PyTorch

  Language:Python2.4k47254289

• google/gemmlowp

  Low-precision matrix multiplication

  Language:C++1.8k10936451

• facebookresearch/TensorComprehensions

  A domain specific language to express machine learning workloads.

  Language:C++1.8k108176211

• flame/how-to-optimize-gemm

  Language:C1.8k4418355

• tensorflow/model-optimization

  A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

  Language:Python1.5k120357323

• baidu-research/DeepBench

  Benchmarking Deep Learning operations on different hardware

  Language:C++1.1k11071238

• dmlc/dlpack

  common in-memory tensor structure

  Language:Python9114772133

• huggingface/optimum-intel

  🤗 Optimum Intel: Accelerate inference with Intel optimization tools

  Language:Jupyter Notebook4103896112

• jakc4103/DFQ

  PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.

  Language:Python258104045

• camlsys/degree-quant

  ICLR 2021

  Language:Python444106

• pengzhao-intel/oneAPI_course

  oneAPI - Data Parallel C++ course for students

  Language:C++431211