Jump to: navigation, search

Difference between revisions of "Meteos/Meteos2.0/TFiO"

(Created page with "== Meteos 2.0 | Release 1 | TFiO == === TensorFlow In Openstack ( TFiO ) === As part of first release in revised Meteos 2.0 architecture, we are introducing support for Tens...")
 
 
Line 9: Line 9:
 
=== Meteos Training Infrastructure ===
 
=== Meteos Training Infrastructure ===
  
[[File:Tf training infra.png|frame|center|Meteos / TFiO Training Stack]]
+
[[File:Tf training infra.png|frame|center]]
  
 
=== Meteos Deploy Infrastructure ===
 
=== Meteos Deploy Infrastructure ===
  
[[File:Tf deploy infra.png|frame|center|Meteos Deploy Infrastructure]]
+
[[File:Tf deploy infra.png|frame|center]]
  
 
=== Meteos Model Create Infrastructure ===
 
=== Meteos Model Create Infrastructure ===
  
[[File:Tf model create flow.png|frame|center|Meteos Model Create Flow]]
+
[[File:Tf model create flow.png|frame|center]]
  
 
=== Meteos Model Deploy Infrastructure ===
 
=== Meteos Model Deploy Infrastructure ===
  
[[File:Tf model deploy flow.png|frame|center|Model Deploy Flow]]
+
[[File:Tf model deploy flow.png|frame|center]]

Latest revision as of 12:40, 14 July 2018

Meteos 2.0 | Release 1 | TFiO

TensorFlow In Openstack ( TFiO )

As part of first release in revised Meteos 2.0 architecture, we are introducing support for TensorFlow, hence the name TFiO ( TensorFlow In Openstack ). Following the new architecture, support will be added to train & deploy TensorFlow models. Other ML technologies like PyTorch, Spark, SciKit Learn etc will be added in future releases and is part of roadmap.

Following are the highlevel flows of training & deploying tensor flow models using Meteos 2.0

Meteos Training Infrastructure

Tf training infra.png

Meteos Deploy Infrastructure

Tf deploy infra.png

Meteos Model Create Infrastructure

Tf model create flow.png

Meteos Model Deploy Infrastructure

Tf model deploy flow.png