brycexu / BNN_KernelLinks
This is a BNN_Kernel on PyTorch for 1-bit networks in image data processing
☆23Updated 6 years ago
Alternatives and similar repositories for BNN_Kernel
Users that are interested in BNN_Kernel are comparing it to the libraries listed below
Sorting:
- XNOR-Net, with binary gemm and binary conv2d kernels, support both CPU and GPU.☆86Updated 6 years ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆280Updated 2 years ago
- Code repo for the paper BiT Robustly Binarized Multi-distilled Transformer☆114Updated 2 years ago
- Binarize convolutional neural networks using pytorch☆149Updated 3 years ago
- PyTorch implementation for the APoT quantization (ICLR 2020)☆283Updated last year
- PyTorch Model Compression☆234Updated 3 years ago
- Low Precision Arithmetic Simulation in PyTorch☆291Updated last year
- Implementation for the paper "Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization"☆76Updated 6 years ago
- A research library for pytorch-based neural network pruning, compression, and more.☆162Updated 3 years ago
- ☆49Updated 4 years ago
- Estimate/count FLOPS for a given neural network using pytorch☆305Updated 3 years ago
- Soft Threshold Weight Reparameterization for Learnable Sparsity☆91Updated 2 years ago
- Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning (NeurIPS 2021 Spotlight…☆64Updated last year
- This project is the official implementation of our accepted ICLR 2022 paper BiBERT: Accurate Fully Binarized BERT.☆89Updated 2 years ago
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆139Updated 5 years ago
- Reference implementations of popular Binarized Neural Networks☆109Updated last week
- [ICML'21 Oral] I-BERT: Integer-only BERT Quantization☆265Updated 3 years ago
- [ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing☆337Updated last year
- ReActNet: Towards Precise Binary NeuralNetwork with Generalized Activation Functions. In ECCV 2020.☆262Updated 4 years ago
- ☆208Updated 4 years ago
- A pytorch implementation of DoReFa-Net☆132Updated 6 years ago
- Identify a binary weight or binary weight and activation subnetwork within a randomly initialized network by only pruning and binarizing …☆51Updated 3 years ago
- Quantization of Convolutional Neural networks.☆250Updated last year
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆453Updated 2 years ago
- ☆222Updated 2 years ago
- Binarized Neural Network (BNN) for pytorch☆530Updated 2 years ago
- Code for the paper "Training Binary Neural Networks with Bayesian Learning Rule☆40Updated 4 years ago
- ☆244Updated 3 years ago
- [JMLR'20] NeurIPS 2019 MicroNet Challenge Efficient Language Modeling, Champion☆41Updated 4 years ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆263Updated 2 years ago