Code for paper "ElasticTrainer: Speeding Up On-Device Training with Runtime Elastic Tensor Selection" (MobiSys'23)
☆14Nov 1, 2023Updated 2 years ago
Alternatives and similar repositories for ElasticTrainer
Users that are interested in ElasticTrainer 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 of Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling (ICLR'25-Spotlight)☆12Jan 21, 2026Updated 9 months ago
- ☆22Dec 7, 2023Updated 2 years ago
- ☆12May 19, 2025Updated last year
- Paper: "Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices"☆16Jan 10, 2024Updated 2 years ago
- ☆15Apr 29, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- The official implementation of TinyTrain [ICML '24]☆28Jul 19, 2024Updated 2 years ago
- ☆13Sep 25, 2023Updated 3 years ago
- Code for paper "Modality Plug-and-Play: Elastic Modality Adaptation in Multimodal LLMs for Embodied AI"☆13Jan 19, 2024Updated 2 years ago
- ☆11Sep 9, 2024Updated 2 years ago
- This is a list of awesome edgeAI inference related papers.☆97Dec 21, 2023Updated 2 years ago
- 针对口罩部分的人脸补全技术，为提高人脸补全算法的效果，基于现有的生成式对抗网络人脸图像补全算法做出改进，增加人脸结构信息的人脸关键点约束。☆10Oct 2, 2023Updated 3 years ago
- Shadowsocks/ShadowsocksR 账号在线监控☆12Nov 25, 2018Updated 7 years ago
- On-Device Training Under 256KB Memory [NeurIPS'22]☆528Mar 29, 2024Updated 2 years ago
- (HotMobile'24) Salted Inference: Enhancing Privacy while Maintaining Efficiency of Split Inference in Mobile Computing☆17Jan 22, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆11Jan 6, 2023Updated 3 years ago
- AN EFFICIENT AND GENERAL FRAMEWORK FOR LAYERWISE-ADAPTIVE GRADIENT COMPRESSION☆16Oct 27, 2023Updated 3 years ago
- Code for paper "Real-time Neural Network Inference on Extremely Weak Devices: Agile Offloading with Explainable AI" (MobiCom'22)☆18Apr 13, 2023Updated 3 years ago
- [NeurIPS 2023] Make Your Pre-trained Model Reversible: From Parameter to Memory Efficient Fine-Tuning☆33Jun 2, 2023Updated 3 years ago
- ☆29May 26, 2023Updated 3 years ago
- [OSDI 2025] DecDEC: A Systems Approach to Advancing Low‑Bit LLM Quantization☆27Oct 13, 2026Updated 2 weeks ago
- Experimental GitHub repository for the NB-IOT development.☆13Aug 8, 2017Updated 9 years ago
- Comparison of method "Pruning at initialization prior to training" (Synflow/SNIP/GraSP) in PyTorch☆18May 12, 2024Updated 2 years ago
- ☆15Aug 14, 2020Updated 6 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.
- [MobiSys 2020] Fast and Scalable In-memory Deep Multitask Learning via Neural Weight Virtualization☆15Jun 9, 2020Updated 6 years ago
- ML model training for edge devices☆169Sep 29, 2023Updated 3 years ago
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆69Jul 25, 2022Updated 4 years ago
- Federated Dynamic Sparse Training☆31May 26, 2022Updated 4 years ago
- [IEEE TMC] Official Repository for the paper on Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mo…☆27Jun 7, 2025Updated last year
- One-size-fits-all model for mobile AI, a novel paradigm for mobile AI in which the OS and hardware co-manage a foundation model that is c…☆30Mar 5, 2024Updated 2 years ago
- 🎵 Control YouTube players with browser by Alfred☆12Sep 30, 2020Updated 6 years ago
- DELTA-pytorch：DELTA: Dynamically Optimizing GPU Memory beyond Tensor Recomputation☆12Apr 16, 2024Updated 2 years ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆58Aug 21, 2024Updated 2 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.
- Artifacts of VLDB'22 paper "COMET: A Novel Memory-Efficient Deep Learning TrainingFramework by Using Error-Bounded Lossy Compression"☆10Aug 2, 2022Updated 4 years ago
- ☆16Jul 25, 2023Updated 3 years ago
- Official implementation for the paper Lancet: Accelerating Mixture-of-Experts Training via Whole Graph Computation-Communication Overlapp…☆15May 20, 2026Updated 5 months ago
- VAE + Quantile Networks for MNIST☆12Nov 29, 2018Updated 7 years ago
- Supplementary code for the paper "UnSplit: Data-Oblivious Model Inversion, Model Stealing, and Label Inference Attacks Against Split Lear…☆16Nov 10, 2022Updated 3 years ago
- This is a community implementation for the paper EcoTTA: Memory-Efficient Continual Test-time Adaptation via Self-distilled Regularizatio…☆38Aug 4, 2023Updated 3 years ago
- EdgeRag is a program that runs large language models and vector databases on your local device☆15May 29, 2024Updated 2 years ago