2-stage pruning to favor distributed inference (local device compute half of the model, upload the feature for further computing on stronger devices or cloud).
☆23May 31, 2018Updated 8 years ago
Alternatives and similar repositories for pytorch-pruning-2step
Users that are interested in pytorch-pruning-2step are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and […☆36Jun 16, 2023Updated 3 years ago
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆29Jun 22, 2020Updated 6 years ago
- [ICPR 2020] "Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks" and [ACM MobiCom EMDL …☆25Jun 16, 2023Updated 3 years ago
- Code for the paper: "BottleNet++: An End-to-End Approach for Feature Compression in Device-Edge Co-Inference Systems"☆52Sep 5, 2021Updated 4 years ago
- Training with Product Digital Twins for AutoRetail Checkout☆19Aug 29, 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.
- Ranking Models in Unlabeled New Environments (iccv21)☆16Aug 21, 2021Updated 4 years ago
- Synthesis large scale trainable data for the micro-expression recognition task☆16Oct 26, 2022Updated 3 years ago
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆46Jul 30, 2023Updated 3 years ago
- Predicting the temperature of your system based on factors such as RAM usage,CPU storage temperature,Memory Used and space consumed by th…☆11Apr 23, 2019Updated 7 years ago
- ☆10Nov 22, 2022Updated 3 years ago
- ☆41Dec 8, 2022Updated 3 years ago
- 随着移动云计算和边缘计算的快速发展,以及人工智能的广泛应用,产生了边缘智能(Edge Intelligence)的概念。深度神经网络(例如CNN)已被广泛应用于移动智能应用程序中,但是移动设备有限的存储和计算资源无法满足深度神经网络计算的需求。神经网络压缩与加速技术可以加速…☆310Jul 13, 2022Updated 4 years ago
- Official Repository for Can Language Models be Instructed to Protect Personal Information?☆14Oct 8, 2023Updated 2 years ago
- CleverRec: An Open-source Toolkit for Recommendation System.☆12May 25, 2021Updated 5 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.
- ☆15Oct 2, 2025Updated 10 months ago
- This is the official Pytorch implementation for "Boosting Semi-Supervised Face Recognition with Noise Robustness"☆11Jul 22, 2021Updated 5 years ago
- ☆27Feb 25, 2021Updated 5 years ago
- Network aware load balancing for edge/cloud computing using deep reinforcement learning☆20Jun 17, 2021Updated 5 years ago
- A simple baseline for mountain-car @ gym☆12Jan 15, 2020Updated 6 years ago
- ☆17Sep 26, 2018Updated 7 years ago
- A label tool of Target Detection (Label Template can be customized)☆10Mar 12, 2021Updated 5 years ago
- Short paper to Medical Imaging with Deep Learning 2023 (#MIDL2023) > https://arxiv.org/abs/2304.03941☆12Jul 17, 2023Updated 3 years ago
- Repo on unlearning in FL. FYP22002@HKUCS.☆15Apr 22, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Simple Python Socket-based Split Learning technique using PyTorch☆14Mar 13, 2020Updated 6 years ago
- codes for DeFiAN (TIP2021)☆24May 17, 2022Updated 4 years ago
- ☆10Oct 5, 2023Updated 2 years ago
- Courbariaux, Matthieu, Yoshua Bengio, and Jean-Pierre David. "Binaryconnect: Training deep neural networks with binary weights during pro…☆12Aug 31, 2020Updated 5 years ago
- Deadline-based hyperparameter tuning on RayTune.☆32Jan 16, 2020Updated 6 years ago
- ☆14Dec 14, 2022Updated 3 years ago
- ☆13Mar 14, 2023Updated 3 years ago
- Benchmark for Edge Computing Platforms☆23Oct 15, 2022Updated 3 years ago
- A try for federated learning with Resnet on CIFAR10 using Cloud-Edge-Client framework.☆21Jul 9, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Class Activation Map (CAM) Visualizations in PyTorch.☆31May 20, 2020Updated 6 years ago
- Experiments from "The Generalization-Stability Tradeoff in Neural Network Pruning": https://arxiv.org/abs/1906.03728.☆14Oct 23, 2020Updated 5 years ago
- This repo would give multi-task keypoint detect code based yolov8. The landmarks or keypoints with different classes and numbers can be …☆12Feb 28, 2023Updated 3 years ago
- Pose-Based View Synthesis for Vehicles: A Perspective Aware Method☆12Nov 22, 2022Updated 3 years ago
- ☆17May 22, 2025Updated last year
- The code for the paper task merging and scheduling for parallel deep learning applications in mobile edge computing☆26Jul 19, 2020Updated 6 years ago
- ☆12Nov 16, 2020Updated 5 years ago