dr-usman1

Quantization-Test_bed

Quantization of Neural Networks

Advanced-Embedded-System-Design-Flow-on-Zynq

Vitis_Accel_Examples

Vitis_Accel_Examples

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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

PSAQ-ViT

[ECCV 2022] Patch Similarity Aware Data-Free Quantization for Vision Transformers

I-ViT

[ICCV 2023] I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference

bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

core_ddr3_controller

A DDR3 memory controller in Verilog for various FPGAs

hls4ml-tutorial

Tutorial notebooks for hls4ml

hls4ml

Machine learning on FPGAs using HLS

ViTCoD

[HPCA 2023] ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design

PDPU

PDPU: An Open-Source Posit Dot-Product Unit for Deep Learning Applications