Обука – Националнa платформа за вештачку интелигенцију
У сарадњи са вендором, компанијом Атос, Канцеларија за информационе технологије и електронску управу је обезбедила обуке за све кориснике Националне платформе за вештачку интелигенцију. Са њима би се кренуло крајем јануара 2022. године. Тренинзи ће се одржати online путем Microsoft Teams платформе, на енглеском језику.
Информације о почетној обуци за рад на ВИ платформи:
- Day 1: Presentation of the DGX facts for Users
- Understand the HW components, infrastructure and setup
- Day 2: Presentation of and hands-on Fast Machine Learning Engine (FMLe) framework, centered around a classic DL training pipeline
- Developing in sandbox mode with Jupyter Labs
- Debugging the training with a TensorBoard monitoring instance
- Deploying computation on multi-GPU with Fairing
- Creating and providing a Dataset
- Creating an experiment with an existing model code
- Allocating virtual resources and launching the training
- Performing hyper-optimizer optimization
- Day 3: Data Parallelism with Horovod on multi-node multi-GPU
- Adapting the Learning Rate to adapt to increase in Batch size
- Adapting the optimizer to account for weights magnitude
- Launching a training with a SPMD approach
Заинтересовани кандидати запослени на Универзитету у Крагујевцу могу да се пријаве овде.
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