UbiquitousLearning / MobileDLFrameworksBenchmark

Related projects ⓘ

Alternatives and complementary repositories for MobileDLFrameworksBenchmark

• casys-kaist / Edge-scheduler
  ☆12Updated 3 years ago
• csu-eis / CoDL
  ☆74Updated last year
• qipengwang / Melon
  MobiSys#114
  ☆21Updated last year
• xumengwei / DeepCache
  Cache design for CNN on mobile
  ☆32Updated 6 years ago
• Kyrie-Zhao / awesome-real-time-AI
  This is a list of awesome edgeAI inference related papers.
  ☆88Updated 11 months ago
• yuanmu97 / InFi
  InFi is a library for building input filters for resource-efficient inference.
  ☆37Updated last year
• caoting-dotcom / multiBranchModel
  Multi-branch model for concurrent execution
  ☆16Updated last year
• xudoong / EdgeVisionTransformer
  To deploy Transformer models in CV to mobile devices.
  ☆18Updated 2 years ago
• kimihe / Octo
  Create tiny ML systems for on-device learning.
  ☆20Updated 3 years ago
• CPS-AI / Deep-Compressive-Offloading
  Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency
  ☆25Updated 3 years ago
• learning1234embed / NeuralWeightVirtualization
  [MobiSys 2020] Fast and Scalable In-memory Deep Multitask Learning via Neural Weight Virtualization
  ☆15Updated 4 years ago
• ztt-21 / zTT
  zTT: Learning-based DVFS with Zero Thermal Throttling for Mobile Devices [MobiSys'21] - Artifact Evaluation
  ☆20Updated 3 years ago
• ModelTC / NNLQP
  ☆34Updated 2 years ago
• xumengwei / Edge-AI-Paper-List
  ☆188Updated 10 months ago
• JC1DA / DeepMon
  ☆36Updated 6 years ago
• Soroosh129 / NeuOS
  Source code for the paper: "A Latency-Predictable Multi-Dimensional Optimization Framework forDNN-driven Autonomous Systems"
  ☆19Updated 3 years ago
• viscloud / ff
  FilterForward: Scaling Video Analytics on Constrained Edge Nodes
  ☆28Updated 4 years ago
• stanford-mast / INFaaS
  Model-less Inference Serving
  ☆82Updated last year
• mit-han-lab / inter-operator-scheduler
  [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration
  ☆195Updated 2 years ago
• sjtu-epcc / DVABatch
  ☆18Updated 2 years ago
• hwang595 / PyTorch-parameter-server
  Implementation of Parameter Server using PyTorch communication lib
  ☆43Updated 5 years ago
• UbiquitousLearning / Benchmark-On-Device-Training
  Our unique contributions are in tools/train/benchmark.
  ☆19Updated last year
• zoranzhao / DeepThings
  A Portable C Library for Distributed CNN Inference on IoT Edge Clusters
  ☆81Updated 4 years ago
• eis-lab / sage
  Experimental deep learning framework written in Rust
  ☆14Updated 2 years ago
• lusinlu / deep-gradient-compression
  Partial implementation of paper "DEEP GRADIENT COMPRESSION: REDUCING THE COMMUNICATION BANDWIDTH FOR DISTRIBUTED TRAINING"
  ☆31Updated 4 years ago
• HKBU-HPML / ddl-benchmarks
  ddl-benchmarks: Benchmarks for Distributed Deep Learning
  ☆37Updated 4 years ago
• LINC-BIT / legodnn
  LegoDNN: a block-grained scaling tool for mobile vision systems
  ☆51Updated last year
• Shigangli / Ok-Topk
  Ok-Topk is a scheme for distributed training with sparse gradients. Ok-Topk integrates a novel sparse allreduce algorithm (less than 6k c…
  ☆23Updated last year
• modelstreaming / ams
  Adaptive Model Streaming for real-time video inference on edge devices
  ☆41Updated 3 years ago
• UbiquitousLearning / Mandheling-DSP-Training
  The open-source project for "Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading"[MobiCom'2022]
  ☆18Updated 2 years ago