changwoolee / BLASTLinks
[NeurIPS 2024] BLAST: Block Level Adaptive Structured Matrix for Efficient Deep Neural Network Inference
☆15Updated last year
Alternatives and similar repositories for BLAST
Users that are interested in BLAST are comparing it to the libraries listed below
Sorting:
- [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
- An open-sourced PyTorch library for developing energy efficient multiplication-less models and applications.☆13Updated 9 months ago
- Training with Block Minifloat number representation☆16Updated 4 years ago
- This is a general-purpose simulator for unary computing based on PyTorch, with the paper accepted to ISCA 2020 and awarded IEEE Micro Top…☆44Updated 3 months ago
- Implementation of "NITI: Training Integer Neural Networks Using Integer-only Arithmetic" on arxiv☆86Updated 3 years ago
- Official implementation of "Searching for Winograd-aware Quantized Networks" (MLSys'20)☆27Updated 2 years ago
- [ICML 2022] ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks☆15Updated 3 years ago
- [ECCV 2022] SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning☆20Updated 3 years ago
- Torch2Chip (MLSys, 2024)☆54Updated 7 months ago
- ☆19Updated 4 years ago
- An implementation of a BinaryConnect network for cifar10☆11Updated 6 years ago
- ☆14Updated 4 years ago
- HW/SW co-design of sentence-level energy optimizations for latency-aware multi-task NLP inference☆52Updated last year
- TQT's pytorch implementation.☆21Updated 3 years ago
- Official implementation for the paper "Understanding Hyperdimensional Computing for Parallel Single-Pass Learning"☆23Updated 2 years ago
- Artifact evaluation for HPCA'24 paper Lightening-Transformer: A Dynamically-operated Optically-interconnected Photonic Transformer Accele…☆10Updated last year
- TBNv2: Convolutional Neural Network With Ternary Inputs and Binary Weights☆16Updated 5 years ago
- Adaptive floating-point based numerical format for resilient deep learning☆14Updated 3 years ago
- ☆22Updated 8 months ago
- [NeurIPS 2023] ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer☆30Updated last year
- A Out-of-box PyTorch Scaffold for Neural Network Quantization-Aware-Training (QAT) Research. Website: https://github.com/zhutmost/neuralz…☆25Updated 2 years ago
- Approximate layers - TensorFlow extension☆26Updated 6 months ago
- Post-training sparsity-aware quantization☆34Updated 2 years ago
- Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilation☆27Updated 6 years ago
- ☆17Updated 3 years ago
- ☆21Updated 2 years ago
- ☆13Updated last year
- A general framework for optimizing DNN dataflow on systolic array☆38Updated 4 years ago
- Code for ICML 2021 submission☆34Updated 4 years ago
- Provides the code for the paper "EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators" by Luk…☆19Updated 6 years ago