dnn-optimization

There are 0 repository under dnn-optimization topic.

• dividiti / ck-caffe

  Collective Knowledge workflow for Caffe to automate installation across diverse platforms and to collaboratively evaluate and optimize Caffe-based workloads across diverse hardware, software and data sets (compilers, libraries, tools, models, inputs):

  collaborative-optimizationreproducible-experimentscustomizable-workflowsportable-package-managercaffewindowslinuxandroidjson-apidnn-as-a-serviceopenclcudacollective-knowledgeperformance-portabilityaccuracyresourcescostsdnn-optimization
  Language:CMake 194

• Haoran-S / TSP-DNN

  Training Deep Neural Networks for Wireless Resource Management

  dnndnn-optimizationpower-controlpythontensorflowwireless-resource-managementwmmse
  Language:Python 130

• dividiti / crowdsource-video-experiments-on-android

  Crowdsourcing video experiments (such as collaborative benchmarking and optimization of DNN algorithms) using Collective Knowledge Framework across diverse Android devices provided by volunteers. Results are continuously aggregated in the open repository:

  dnndnn-benchmarkingdnn-tuningdnn-optimizationcollaborative-dnn-optimizationcollaborative-optimizationcollective-knowledgecrowd-benchmarkingcrowd-tuningopenmpopenclcudaandroid-appandroid-devicemobile-devicesiotmachine-learningdata-miningopen-researchreproducible-experiments
  Language:Java 28

• ctuning / ck-crowd-scenarios

  Public scenarios to crowdsource experiments (such as DNN crowd-benchmarking and crowd-tuning) using Collective Knowledge Framework across diverse mobile devices provided by volunteers. Results are continuously aggregated at the open repository of knowledge:

  collaborative-researchcollaborative-experimentationcrowdsource-expeirmentsmobile-devicesreproducible-researchopen-researchcollective-knowledgeandroid-appjson-apidnn-optimizationcollaborative-dnn-optimizationcaffednn-frameworks
  22

• niyazed / cutting-models

  Cut models not trees 🌳

  model-pruningquantizationfloating-pointdnn-optimizationmodel-compression
  Language:Jupyter Notebook