vinsis / ternary-quantizationLinks
Training models with ternary quantized weights using PyTorch
☆15Updated 6 years ago
Alternatives and similar repositories for ternary-quantization
Users that are interested in ternary-quantization are comparing it to the libraries listed below
Sorting:
- A pytorch implementation of dorefa quantization☆113Updated 5 years ago
- Reproducing Quantization paper PACT☆64Updated 3 years ago
- A pytorch implementation of DoReFa-Net☆132Updated 5 years ago
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆137Updated 4 years ago
- Code for our paper at ECCV 2020: Post-Training Piecewise Linear Quantization for Deep Neural Networks☆69Updated 3 years ago
- Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design☆160Updated 4 years ago
- PyTorch implementation of "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"☆58Updated 6 years ago
- [CVPR'20] ZeroQ Mixed-Precision implementation (unofficial): A Novel Zero Shot Quantization Framework☆14Updated 4 years ago
- BitSplit Post-trining Quantization☆50Updated 3 years ago
- PyTorch implementation of EdMIPS: https://arxiv.org/pdf/2004.05795.pdf☆59Updated 5 years ago
- PyTorch implementation for the APoT quantization (ICLR 2020)☆277Updated 8 months ago
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)☆41Updated 4 years ago
- Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm. In ECCV 2…☆186Updated 4 years ago
- An 8bit automated quantization conversion tool for the pytorch (Post-training quantization based on KL divergence)☆32Updated 5 years ago
- Quantization of Convolutional Neural networks.☆245Updated last year
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆280Updated last year
- ☆36Updated 6 years ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆262Updated last year
- This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…☆50Updated last year
- ☆47Updated 3 years ago
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆301Updated last year
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆99Updated 4 years ago
- Conditional channel- and precision-pruning on neural networks☆72Updated 5 years ago
- A collection of research papers on efficient training of DNNs☆69Updated 3 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆282Updated 4 years ago
- Any-Precision Deep Neural Networks (AAAI 2021)☆61Updated 5 years ago
- [ICLR 2021] HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark☆111Updated 2 years ago
- Prune DNN using Alternating Direction Method of Multipliers (ADMM)☆98Updated 5 years ago
- ReActNet: Towards Precise Binary NeuralNetwork with Generalized Activation Functions. In ECCV 2020.☆260Updated 3 years ago
- pytorch fixed point training tool/framework☆34Updated 4 years ago