model compression and optimization for deployment for Pytorch, including knowledge distillation, quantization and pruning.(知识蒸馏，量化，剪枝)
☆21Sep 10, 2024Updated last year
Alternatives and similar repositories for model-compression-optimization
Users that are interested in model-compression-optimization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation for "Knowledge Distillation with Refined Logits".☆23Aug 26, 2024Updated last year
- ☆11Dec 31, 2019Updated 6 years ago
- Source code repository for the study: "Uncovering ECG Changes during Healthy Aging using Explainable AI"☆13Apr 22, 2024Updated 2 years ago
- YOLOv8 Knowledge Distillation☆10Dec 28, 2024Updated last year
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆13Apr 28, 2025Updated last year
- 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.
- Windows 💻 RobustVideoMatting with ONNXRuntime/MNN/TNN C++/Python☆12Mar 10, 2022Updated 4 years ago
- This is project for image segmentation based on Spiking Neural Network☆10May 7, 2016Updated 10 years ago
- 使用STM32F103RCT6和合宙的Air724UG 4G模块做的一个户外光照传感器，并将秒级间隔的光照数据传输至OneNet云端☆17Oct 10, 2023Updated 2 years ago
- ☆15Apr 24, 2022Updated 4 years ago
- The code to simulate spiking neural networks as used in the paper "Spiking Time-Dependent Plasticity Leads to Efficient Coding of Predict…☆10Nov 24, 2019Updated 6 years ago
- The official implementation of A Unified Game-Theoretic Interpretation of Adversarial Robustness.☆22Jun 9, 2022Updated 3 years ago
- deep-reinforcement-learning-for-grasp☆11Jun 20, 2019Updated 6 years ago
- A simple implementation of the LRFU cache eviction policy in Python.☆10Feb 1, 2015Updated 11 years ago
- SPATL: Salient Prameter Aggregation and Transfer Learning for Heterogeneous Federated Learning☆24Nov 17, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- simple sensor calibration toolbox for camera, lidar, imu based on ROS2☆15Oct 2, 2025Updated 7 months ago
- Using LSTM RNN to forecast time series; includes sine wave, electrocardiogram and ad impression forecasting☆11Aug 26, 2016Updated 9 years ago
- Official PyTorch implementation of "Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming" (ICML'23)☆13Apr 13, 2026Updated last month
- Robotic grasping with Franka Emika and RealSense D435☆11Aug 6, 2021Updated 4 years ago
- Pick & place code for testing dynamic grasping packages (GPD and GQCNN) with the Kinova Gen3 arm☆14May 12, 2021Updated 5 years ago
- Official Repo for "Multi-objective Differentiable Neural Architecture Search"☆15Jul 12, 2024Updated last year
- The goal of this design is to use the PYNQ-Z2 development board to design a general convolution neural network accelerator. And through r…☆11Sep 30, 2020Updated 5 years ago
- Running Large Language Model easily.☆13Updated this week
- Official Repository for "LLMs as Visual Explainers: Advancing Image Classification with Evolving Visual Descriptions"☆15Apr 20, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Deploy SSD object detector with opencv+Qt, it works on windows and android.☆10Mar 3, 2019Updated 7 years ago
- ☆14Jun 22, 2022Updated 3 years ago
- 基于iOS直接调试ncnn源码，方便理解分析☆13Apr 8, 2019Updated 7 years ago
- 使用ONNXRuntime部署鲁棒性视频抠图，包含C++和Python两种版本的程序☆46Oct 7, 2021Updated 4 years ago
- Describing How to Enable OpenVINO Execution Provider for ONNX Runtime☆20Jun 29, 2020Updated 5 years ago
- Soulbound POAP☆10Sep 1, 2022Updated 3 years ago
- training SNN with Resume algorithm☆10Nov 15, 2019Updated 6 years ago
- Official code for Cumulative Spatial Knowledge Distillation for Vision Transformers (ICCV-2023) https://openaccess.thecvf.com/content/ICC…☆15Nov 5, 2023Updated 2 years ago
- Custom Trained ML Models in AutoML☆14May 12, 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.
- Implementation of ENAS for CNNs on CIFAR 10☆11Oct 13, 2019Updated 6 years ago
- Use to Franka Emika Panda robot to do eye on hand grasping☆15Feb 12, 2021Updated 5 years ago
- ☆11Sep 15, 2023Updated 2 years ago
- ☆13Dec 21, 2018Updated 7 years ago
- Convert C files into Verilog☆22Jan 27, 2019Updated 7 years ago
- AC mains triac controlled dimmer using STM32F103 for brains. ESP8266 Wifi for communication and mesh networking. --- CoIDE (v1.7.8) Proje…☆19Apr 22, 2015Updated 11 years ago
- the implementation code of the paper "Using Synthetic Data and Deep Networks to Recognize Primitive Shapes for Object Grasping…☆16Jan 14, 2022Updated 4 years ago