Webinar: The Full Lifecycle of Neural Network Optimization скачать в хорошем качестве

Webinar: The Full Lifecycle of Neural Network Optimization

Jure Pajić, a senior R&D engineer from Visage Technologies explains The full lifecycle of neural network optimization. Optimization is something many neural network engineers have to do, since models are becoming bigger and more powerful. Jure covers 5 essential topics in this short webinar: Training-Time Optimization Post Training Optimization Model Conversion & Graph Optimization Deployment & Runtime Inferencing Profiling & Benchmarking ---------------------------------------------------------- Try our our free model conversion tool by Visage Technologies: https://conversion.visagetechnologies... Follow us: LinkedIn: https://www.linkedin.com/company/visa... Twitter: https://x.com/VisageTech Find out more: https://visagetechnologies.com/ ---------------------------------------------------------- @00:00 - Intro @00:40 - Core Problem @02:35 - Training-Time Optimization @03:35 - Quantization @04:30 - Post Training Optimization (Pruning) @05:55 - Post Training Quantization @07:20 - Model Conversion & Graph Optimization @08:45 - Case Example (How we solved it) @10:00 - Common Pitfalls @10:35 Conversion Tool (Demo) @12:02 - Deployment & Runtime Inferencing @13:00 - Profiling & Benchmarking @13:53 - Tools @14:43 - Conclusion #visagetechnologies #neuralnetworks