[IGNITE-10292] ML: Replace IGFS by model storage for TensorFlow

• Type: Improvement
• Status: Resolved
• Priority: Critical
• Resolution: Not A Problem
• Fix Version/s: 3.0
• Component/s: ml
• Ignite Flags: Release Notes Required
• Assignee: Alexey Zinoviev
• Reporter: Alexey Zinoviev
• Created: 16/Nov/18 08:55
• Updated: 06/Jul/20 15:00
• Resolved: 06/Jul/20 15:00

Description

Currently we have a TensorFlow IGFS plugin that provides a file system functionality (see https://github.com/tensorflow/tensorflow/tree/master/tensorflow/contrib/ignite). At the same time IGFS is deprecated and would be great to replace it by a simple model storage based on cache.

Issue Links

• blocks: IGNITE-11942 IGFS and Hadoop Accelerator Discontinuation
• is blocked by: IGNITE-10287 [ML] Model storage
• Is contained by: IGNITE-10286 [ML] Umbrella: Model serving