A PyTorch Framework for Efficient Pruning and Quantization for specialized accelerators.
☆37Dec 5, 2021Updated 4 years ago
Alternatives and similar repositories for EfficientPyTorch
Users that are interested in EfficientPyTorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆138Nov 19, 2020Updated 5 years ago
- Unofficial implementation of LSQ-Net, a neural network quantization framework☆312May 8, 2024Updated last year
- Revisiting Parameter Sharing for Automatic Neural Channel Number Search, NeurIPS 2020☆21Nov 15, 2020Updated 5 years ago
- [CVPR'20] ZeroQ Mixed-Precision implementation (unofficial): A Novel Zero Shot Quantization Framework☆14Dec 16, 2020Updated 5 years ago
- Pytorch implementation of our paper accepted by CVPR 2022 -- IntraQ: Learning Synthetic Images with Intra-Class Heterogeneity for Zero-Sh…☆36Mar 2, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Pytorch implementation of BRECQ, ICLR 2021☆297Aug 1, 2021Updated 4 years ago
- This repository implements the paper "Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations"☆20Aug 30, 2021Updated 4 years ago
- LSQ+ or LSQplus☆81Feb 1, 2025Updated last year
- Code for the ICLR2020 "Training Binary Neural Networks with Real-to-Binary Convolutions☆34Jun 16, 2020Updated 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
- ☆49Jan 21, 2022Updated 4 years ago
- ☆11Jan 12, 2023Updated 3 years ago
- Optimizing Deep Convolutional Neural Network with Ternarized Weights and High Accuracy☆16Jan 27, 2019Updated 7 years ago
- Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.☆138Apr 28, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICML 2022] ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks☆15May 18, 2022Updated 3 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆98Jun 10, 2021Updated 4 years ago
- Model Quantization Benchmark☆865Apr 20, 2025Updated last year
- [CVPRW 2023] Zoom-VQA: Patches, Frames and Clips Integration for Video Quality Assessment☆32Apr 17, 2023Updated 3 years ago
- ☆17Oct 25, 2022Updated 3 years ago
- BitSplit Post-trining Quantization☆49Dec 20, 2021Updated 4 years ago
- Pytorch implementation of our paper accepted by ECCV2022 -- Dynamic Dual Trainable Bounds for Ultra-low Precision Super-Resolution Networ…☆30Sep 13, 2022Updated 3 years ago
- Sample program to model the data by (normal) linear regression and Bayesian lineaer regression.☆11Nov 24, 2014Updated 11 years ago
- A 8-/16-/32-/64-bit floating point number family☆16Feb 4, 2022Updated 4 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.
- [ECCV 2022] SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning☆20Jul 7, 2022Updated 3 years ago
- Codes for Accepted Paper : "MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization" in NeurIPS 2019☆54May 8, 2020Updated 5 years ago
- Official implementation of the ICLR'25 paper "QERA: an Analytical Framework for Quantization Error Reconstruction".☆14Feb 4, 2025Updated last year
- Reinforcement Learning Framework for Visual Generation☆108Feb 13, 2026Updated 2 months ago
- Pytorch implementation of our paper accepted by NeurIPS 2020 -- Rotated Binary Neural Network☆83Dec 30, 2022Updated 3 years ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆282Dec 8, 2023Updated 2 years ago
- [CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision☆408Feb 26, 2021Updated 5 years ago
- BlockCIrculantRNN (LSTM and GRU) using TensorFlow☆14Oct 30, 2018Updated 7 years ago
- BinaryViT: Pushing Binary Vision Transformers Towards Convolutional Models☆38Feb 4, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Super-Efficient Super Resolution☆101Mar 21, 2022Updated 4 years ago
- Incorporating Transformer Designs into Convolutions for Lightweight Image Super-Resolution☆24May 11, 2023Updated 2 years ago
- The official implementation of BiViT: Extremely Compressed Binary Vision Transformers☆16Jun 18, 2023Updated 2 years ago
- Efficiently store Visual Novel cgs by using a multi-image format for storing all variations of one image in one file. This way, only the …☆17Jan 23, 2021Updated 5 years ago
- Computational Memory Neural Network Compiler☆11Aug 11, 2021Updated 4 years ago
- Network Pruning That Matters: A Case Study on Retraining Variants (ICLR 2021)☆17Sep 19, 2021Updated 4 years ago
- Summary, Code for Deep Neural Network Quantization☆561Jun 14, 2025Updated 10 months ago