[IGNITE-12155] [ML] Implementation of distributed estimator

• Type: Improvement
• Status: Resolved
• Priority: Major
• Resolution: Fixed
• Affects Version/s: 2.8
• Fix Version/s: 2.8
• Component/s: ml
• Release Note: Implementation of distributed estimator
• Flags: Important
• Ignite Flags: Docs Required, Release Notes Required
• Assignee: Alexey Platonov
• Reporter: Alexey Platonov
• Created: 10/Sep/19 09:17
• Updated: 14/Jan/20 10:26
• Resolved: 18/Sep/19 09:46

Description

Currently, we don't have an ability to compute metrics in a distributed manner and it leads to reading all data from partitions to a client using Qursor. We should develop a framework for distributed computing of metrics.

Issue Links

• relates to: IGNITE-12156 [ML] Add meta information to models
• relates to: IGNITE-12157 [ML] Implement distributed ROC AUC computation
• links to: GitHub Pull Request #6857
• links to: TC Run
• links to: TC Run (again)