Muhammad Usman's repositories
Transformer_Acceleration
Reseach papers related to acceleration of attention mechanism in trasnformer models
Hugging-face-transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
Vitis_Accel_Examples
Vitis_Accel_Examples
I-ViT
[ICCV 2023] I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference
hls4ml
Machine learning on FPGAs using HLS
hls4ml-tutorial
Tutorial notebooks for hls4ml
pytorch-cifar100
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
AFPCKSAAP
Code repository for AFPCKSAAP paper
RNPE
Data for RNPE
bertviz
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
PlotNeuralNet
Latex code for making neural networks diagrams
Ear_Biometrics
Repository for ear biometric experiments
PyTorch_CIFAR10
Pretrained TorchVision models on CIFAR10 dataset (with weights)
convnetjs
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
PSAQ-ViT
[ECCV 2022] Patch Similarity Aware Data-Free Quantization for Vision Transformers
SEntiMoji
data, code, pre-trained models and experiment results for "SEntiMoji: An Emoji-Powered Learning Approach for Sentiment Analysis in Software Engineering"
dr-usman1
Config files for my GitHub profile.
Quantization-Test_bed
Quantization of Neural Networks
Verilog-Adders
Implementing Different Adder Structures in Verilog