brycexu / BNN_KernelLinks
This is a BNN_Kernel on PyTorch for 1-bit networks in image data processing
☆23Updated 5 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:
- Binarize convolutional neural networks using pytorch☆146Updated 3 years ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆280Updated last year
- XNOR-Net, with binary gemm and binary conv2d kernels, support both CPU and GPU.☆85Updated 6 years ago
- Code repo for the paper BiT Robustly Binarized Multi-distilled Transformer☆109Updated 2 years ago
- PyTorch implementation for the APoT quantization (ICLR 2020)☆277Updated 7 months ago
- Soft Threshold Weight Reparameterization for Learnable Sparsity☆91Updated 2 years ago
- ☆47Updated 3 years ago
- Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning (NeurIPS 2021 Spotlight…☆63Updated 11 months ago
- A research library for pytorch-based neural network pruning, compression, and more.☆162Updated 2 years ago
- This project is the official implementation of our accepted ICLR 2022 paper BiBERT: Accurate Fully Binarized BERT.☆88Updated 2 years ago
- Low Precision Arithmetic Simulation in PyTorch☆280Updated last year
- ☆43Updated last year
- Implementation for the paper "Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization"☆74Updated 5 years ago
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆135Updated 4 years ago
- Post-training sparsity-aware quantization☆34Updated 2 years ago
- Identify a binary weight or binary weight and activation subnetwork within a randomly initialized network by only pruning and binarizing …☆52Updated 3 years ago
- [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization☆95Updated 3 years ago
- An official implementation of "Network Quantization with Element-wise Gradient Scaling" (CVPR 2021) in PyTorch.☆93Updated 2 years ago
- ☆39Updated 2 years ago
- Any-Precision Deep Neural Networks (AAAI 2021)