about-neural-magic.md

Neural Magic

• Neural Magic: GPU-class performance on CPU
• Videos
  • Neural Magic Demo
  • No Hardware AI: Processing Deep Learning Models on Commodity Hardware
• Blogs
  • Neural Magic Launches High-Performance Inference Engine and Tool Suite for CPUs
  • How to Run ResNet at a Fraction of the Cost
  • Companies Lack Resources to Get Deep Learning Models into Production [Survey]
  • The Challenges of EfficientNets And the Way Forward
  • How to Use Machine Learning in Visual Search for Retail
  • Counterintuitive Lessons: How to Improve Machine Learning
  • Pruning Deep Learning Models for Success

Additional references

• YouTube
• More blogs
• Other resources

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• [AI/ML/DL Library / Package / Framework: applicable]
• [Hardware accelerator free: GPU-class performance on CPU]
• [Inexpensive crowd-sourced infrastructure sharing: applicable]
• [Data querying: manual / tools available]
• [Data analytics: manual / tools available]
• [Data visualisation: manual / tools available]
• [Data cleaning: manual / no tools available]
• [Data validation: manual / no tools available]
• [Feature extraction: manual / no tools available]
• [Model creation: available]
• [Execute experiments: available]
• [Hyper parameter tuning: available]
• [Model saving: available]

Back to Data preparation, cleaning, validation, model creation, training resources