GATECH-EIC / torchshiftadd
An open-sourced PyTorch library for developing energy efficient multiplication-less models and applications.
☆13Updated 2 months ago
Alternatives and similar repositories for torchshiftadd:
Users that are interested in torchshiftadd are comparing it to the libraries listed below
- [ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yonga…☆15Updated 3 years ago
- ☆19Updated 4 years ago
- [ICASSP'20] DNN-Chip Predictor: An Analytical Performance Predictor for DNN Accelerators with Various Dataflows and Hardware Architecture…☆23Updated 2 years ago
- [TCAD 2021] Block Convolution: Towards Memory-Efficient Inference of Large-Scale CNNs on FPGA☆16Updated 2 years ago
- [DATE 2025] Official implementation and dataset of AIrchitect v2: Learning the Hardware Accelerator Design Space through Unified Represen…☆14Updated 3 months ago
- ☆20Updated 3 years ago
- ☆34Updated 4 years ago
- A FPGA-based neural network inference accelerator, which won the third place in DAC-SDC☆28Updated 2 years ago
- ☆20Updated 2 years ago
- ☆26Updated 3 weeks ago
- DeiT implementation for Q-ViT☆24Updated 2 years ago
- [NeurIPS 2023] ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer☆32Updated last year
- Implementation of Input Stationary, Weight Stationary and Output Stationary dataflow for given neural network on a tiled architecture☆9Updated 5 years ago
- ☆70Updated 5 years ago
- A general framework for optimizing DNN dataflow on systolic array☆34Updated 4 years ago
- ☆21Updated 2 years ago
- Designs for finalist teams of the DAC System Design Contest☆37Updated 4 years ago
- Torch2Chip (MLSys, 2024)☆51Updated 2 weeks ago
- Training with Block Minifloat number representation☆14Updated 3 years ago
- The official implementation of HPCA 2025 paper, Prosperity: Accelerating Spiking Neural Networks via Product Sparsity☆24Updated 2 months ago
- Neural Network Quantization With Fractional Bit-widths☆12Updated 4 years ago
- ☆18Updated 2 years ago
- ViTALiTy (HPCA'23) Code Repository☆22Updated 2 years ago
- Linux docker for the DNN accelerator exploration infrastructure composed of Accelergy and Timeloop☆52Updated this week
- ☆23Updated 3 years ago
- [ICML 2022] ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks☆16Updated 2 years ago
- [FPGA-2022] N3H-Core: Neuron-designed Neural Network Accelerator via FPGA-based Heterogeneous Computing Cores☆12Updated 3 years ago
- DAC System Design Contest 2020☆29Updated 4 years ago
- A Out-of-box PyTorch Scaffold for Neural Network Quantization-Aware-Training (QAT) Research. Website: https://github.com/zhutmost/neuralz…☆26Updated 2 years ago
- TQT's pytorch implementation.☆21Updated 3 years ago