leimao / PyTorch-Quantization-Aware-Training
PyTorch Quantization Aware Training Example
☆130Updated 9 months ago
Alternatives and similar repositories for PyTorch-Quantization-Aware-Training:
Users that are interested in PyTorch-Quantization-Aware-Training are comparing it to the libraries listed below
- Inference of quantization aware trained networks using TensorRT☆80Updated 2 years ago
- PyTorch Static Quantization Example☆38Updated 3 years ago
- PyTorch implementation for the APoT quantization (ICLR 2020)☆272Updated 2 months ago
- Pytorch implementation of BRECQ, ICLR 2021☆266Updated 3 years ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆260Updated last year
- FakeQuantize with Learned Step Size(LSQ+) as Observer in PyTorch☆33Updated 3 years ago
- quantize aware training package for NCNN on pytorch☆70Updated 3 years ago
- An 8bit automated quantization conversion tool for the pytorch (Post-training quantization based on KL divergence)☆33Updated 5 years ago
- Offline Quantization Tools for Deploy.☆123Updated last year
- [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization☆94Updated 2 years ago
- Count number of parameters / MACs / FLOPS for ONNX models.☆89Updated 4 months ago
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆427Updated last year
- A simple network quantization demo using pytorch from scratch.☆521Updated last year
- Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design☆160Updated 4 years ago
- Quantize,Pytorch,Vgg16,MobileNet☆42Updated 4 years ago
- base quantization methods including: QAT, PTQ, per_channel, per_tensor, dorefa, lsq, adaround, omse, Histogram, bias_correction.etc☆43Updated 2 years ago
- PyTorch implementation of "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"☆55Updated 5 years ago
- Manually implemented quantization-aware training☆21Updated 2 years ago
- Batch Normalization Auto-fusion for PyTorch☆32Updated 4 years ago
- Personal Pytorch toy script.☆67Updated 2 years ago
- ☆202Updated 3 years ago
- ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)☆293Updated 2 years ago
- Quantization of Convolutional Neural networks.☆243Updated 6 months ago
- Post-Training Quantization for Vision transformers.☆206Updated 2 years ago
- A pytorch implementation of dorefa quantization☆113Updated 5 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆96Updated 3 years ago
- A parser, editor and profiler tool for ONNX models.☆418Updated last month
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆276Updated last year
- A package to make do Network Slimming a little easier☆47Updated 3 years ago
- BitSplit Post-trining Quantization☆49Updated 3 years ago