Pinned Repositories
ACNet
ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks
AdCo
AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries
AIPerf
Automated machine learning as an AI-HPC benchmark
algorithm
some algorithm in python
alibabacloud-quantization-networks
alibabacloud-quantization-networks
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
awesome-knowledge-distillation
Awesome Knowledge Distillation
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.
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
cnn
An AlexNet model for binary classification
Scotter-Qian's Repositories
Scotter-Qian/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.
Scotter-Qian/awesome-self-supervised-learning
A curated list of awesome self-supervised methods
Scotter-Qian/best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Scotter-Qian/bolt
10x faster matrix and vector operations.
Scotter-Qian/BRECQ
Pytorch implementation of BRECQ, ICLR 2021
Scotter-Qian/CLIP
Contrastive Language-Image Pretraining
Scotter-Qian/convmixer
Scotter-Qian/CVPR-2021-Papers
Scotter-Qian/Dynamic-Vision-Transformer
Accelerating T2t-ViT by 1.6-3.6x.
Scotter-Qian/Group-CAM
Code for paper: Group-CAM: Group Score-Weighted Visual Explanations for Deep Convolutional Networks
Scotter-Qian/HAWQ
Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.
Scotter-Qian/HINet
Scotter-Qian/intro-llm.github.io
website
Scotter-Qian/LeetCode
This repository for programming.
Scotter-Qian/llama
Inference code for LLaMA models
Scotter-Qian/loss-landscape
Code for visualizing the loss landscape of neural nets
Scotter-Qian/micronet
micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape
Scotter-Qian/MNN
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
Scotter-Qian/model-quantization
Collections of model quantization algorithms. Any issues, please contact Peng Chen (blueardour@gmail.com)
Scotter-Qian/openmlsys-zh
《Machine Learning Systems: Design and Implementation》- Chinese Version
Scotter-Qian/PINTO_model_zoo
A repository that shares tuning results of trained models generated by TensorFlow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 Quantization), Quantization-aware training. TensorFlow Lite. OpenVINO. CoreML. TensorFlow.js. TF-TRT. MediaPipe. ONNX. [.tflite,.h5,.pb,saved_model,tfjs,tftrt,mlmodel,.xml/.bin, .onnx]
Scotter-Qian/Pruning-Filter-in-Filter
Pruning Filter in Filter(NeurIPS2020)
Scotter-Qian/pytorch-playground
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
Scotter-Qian/QDrop
Scotter-Qian/Score-CAM
[CVPRW 2020] Official implementation of Score-CAM in Pytorch
Scotter-Qian/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Scotter-Qian/Un-Mix
Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning
Scotter-Qian/vision
Datasets, Transforms and Models specific to Computer Vision
Scotter-Qian/yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Scotter-Qian/zju-icicles
浙江大学课程攻略共享计划