FfDL Related Links and Publications

FfDL Publications

Articles

IBM-Affiliated

• FfDL IBM Code Open Project Page
• developerWorks: Fabric for Deep Learning
• developerWorks: Democratize AI with Fabric for Deep Learning (FfDL)
• Introducing Fabric for Deep Learning (FfDL) on medium.com
• developerWorks: Serve it hot! Deploy your FfDL trained models using Seldon
• Deep Learning Advances from IBM Research
• Scalable distributed training using Horovod in FfDL
• Announcing PyTorch 1.0 and ONNX support in Fabric for Deep Learning

Independent

• Q&A on IBM's Fabric for Deep Learning with Chief Architect of Watson (InfoQ)
• IBM wants to open up the deep learning expertise bottleneck (IT World)
• IBM launches deep learning as a service inside its Watson Studio (Tech Crunch)

Videos

• Introduction to Fabric for Deep Learning (FfDL)
• Fabric for Deep Learning
• FfDL at IEEE Computer Society Silicon Valley

Slides

• Fabric for Deep Learning

Papers

• IBM Deep Learning Service
• Scalable Multi-Framework Multi-Tenant Lifecycle Management of Deep Learning Training Jobs
• Dependability in a Multi-tenant Multi-framework Deep Learning as-a-Service Platform

FfDL Ecosystem and Related Projects

• Adversarial Robustness Toolbox, Github
• IBM Cloud Object Storage Plugin
• IBM Code Model Asset Exchange (MAX)
• H2O.ai Integration
  • H2O-3 on FfDL: Bringing deep learning and machine learning closer together
• Seldon Integration

IBM Products

Watson Machine Learning and Watson Studio

• IBM Watson Machine Learning
• IBM Watson Studio
• IBM Watson Studio Workshop
• IBM Watson Studio: Deep Learning as a Service
• IBM Cloud Container Service
• IBM Cloud Object Storage