☆65Nov 4, 2019Updated 6 years ago
Alternatives and similar repositories for neural-networks-quantization-notes
Users that are interested in neural-networks-quantization-notes are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Quantization of Convolutional Neural networks.☆250Aug 5, 2024Updated last year
- [ECCV18] Constraint-Aware Deep Neural Network Compression☆12Sep 11, 2018Updated 7 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆98Jun 10, 2021Updated 5 years ago
- DNN quantization with outlier channel splitting (ICML'19)☆114Mar 21, 2020Updated 6 years ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆264Oct 3, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Example for applying Gaussian and Laplace clipping on activations of CNN.☆34Jan 20, 2019Updated 7 years ago
- convert pytorch trained yolo model to ncnn for Flexible deployment☆10Aug 30, 2018Updated 7 years ago
- Graph Transforms to Quantize and Retrain Deep Neural Nets in TensorFlow☆170Dec 9, 2019Updated 6 years ago
- LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks☆245Aug 30, 2022Updated 3 years ago
- Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm. In ECCV 2…☆186Mar 28, 2021Updated 5 years ago
- Code for our paper at ECCV 2020: Post-Training Piecewise Linear Quantization for Deep Neural Networks☆68Nov 4, 2021Updated 4 years ago
- source code of the paper: Robust Quantization: One Model to Rule Them All☆41Mar 24, 2023Updated 3 years ago
- An Tensorflow.keras implementation of Same, Same But Different - Recovering Neural Network Quantization Error Through Weight Factorizatio…☆10Dec 18, 2019Updated 6 years ago
- Learnable Embedding Space for Efficient Neural Architecture Compression☆29Apr 25, 2019Updated 7 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Codes for Accepted Paper : "MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization" in NeurIPS 2019☆54May 8, 2020Updated 6 years ago
- convert tensorflow mobilenet-v2 checkpoint to caffemodel☆30Jul 6, 2019Updated 6 years ago
- ☆11Oct 10, 2016Updated 9 years ago
- Reimplementation of DenseNet☆16Feb 9, 2018Updated 8 years ago
- Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"☆336Jul 25, 2024Updated last year
- Quantized Neural Networks - networks trained for inference at arbitrary low precision.☆147Nov 28, 2017Updated 8 years ago
- Small library for working with rotated rectangle shaped image regions.☆16Nov 7, 2017Updated 8 years ago
- ☆43Aug 9, 2019Updated 6 years ago
- pytorch implementation of "Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks"☆130Jan 2, 2020Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- High-Performance Reproducible BLAS using posit arithmetic☆12Mar 16, 2022Updated 4 years ago
- ☆59Dec 8, 2020Updated 5 years ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆280Dec 8, 2023Updated 2 years ago
- Code for CheXpert Challenge 2019 [Top 2(07/24/2019)]☆14Jul 24, 2019Updated 6 years ago
- ☆10Dec 7, 2016Updated 9 years ago
- muSYCL, the SYCL musical!☆13Aug 25, 2024Updated last year
- Conjoined Triple Deep Network for Learning Local Image Descriptors☆55Sep 21, 2016Updated 9 years ago
- Code for: "And the bit goes down: Revisiting the quantization of neural networks"☆630Nov 9, 2020Updated 5 years ago
- Generate TFRecord for images downloaded using EscVM/OIDv4_ToolKit☆15Oct 16, 2018Updated 7 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Simple Training and Deployment of Fast End-to-End Binary Networks☆159Feb 1, 2022Updated 4 years ago
- PyTorch implementation of Near-Lossless Post-Training Quantization of Deep Neural Networks via a Piecewise Linear Approximation☆23Feb 17, 2020Updated 6 years ago
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆139Nov 19, 2020Updated 5 years ago
- A tool to count operators and parameters of your MXNet-Gluon model.☆22Apr 15, 2020Updated 6 years ago
- Counting people, dog and bicycle using SSD detection and tracking.☆18Jul 31, 2019Updated 6 years ago
- Move to https://github.com/apache/incubator-tvm-site☆26Oct 11, 2020Updated 5 years ago
- Pytorch implementation of our paper accepted by NeurIPS 2022 -- Learning Best Combination for Efficient N:M Sparsity☆22Jan 13, 2023Updated 3 years ago