Where communities thrive


  • Join over 1.5M+ people
  • Join over 100K+ communities
  • Free without limits
  • Create your own community
People
Activity
    Xipo
    @xipo
    Hello all,
    I'm getting ERR: Invalid GraphDef when trying to load a model that's in the SavedModel format
    Is the SavedModel format supported?
    Guy Korland
    @gkorland
    where did you get the model from ?
    did you train it or did you get it from the examples?
    Luca Antiga
    @lantiga_twitter
    Hi @xipo, RedisAI supports GraphDef (also known as Frozen Graph). SavedModel is a superset of that, see https://www.tensorflow.org/guide/extend/model_files, we don't support it at the moment.
    You can create a Frozen Graph easily using the converter package we have made - ml2rt.save_tensorflow
    https://github.com/hhsecond/ml2rt
    /cc @hhsecond
    Xipo
    @xipo
    @gkorland I trained it using an adapted tfx pipeline and now would like to test RedisAI as a replacement of tfx.serving
    @lantiga_twitter I had a look at that but didnt realize I can load a SavedModel
    Luca Antiga
    @lantiga_twitter
    @xipo Specifically exporting a frozen graph see https://github.com/hhsecond/ml2rt/blob/master/ml2rt/exporter.py#L8
    Xipo
    @xipo
    also thank you both for the info
    managed to convert to a GraphDef just now
    Luca Antiga
    @lantiga_twitter
    👍
    Sam Partee
    @Spartee
    Hello! Is there a mechanism for loading models onto cluster nodes like DAGRUN does with input tensors? This would be a way to ensure that if you have a cluster of GPU nodes, you could perform a modelrun and have it execute on any node of the cluster. e.g. have a copy of a model on each cluster node.
    Guy Korland
    @gkorland
    @Spartee you'll have to load the module to each one of the nodes, on Redis Enterprise the proxy is responsible to broadcast the model to all shards
    RedisAI 1.0.2 released! https://github.com/RedisAI/RedisAI/releases/tag/v1.0.2
    Guy Korland
    @gkorland
    We have a new Discord channel https://discord.gg/rTQm7UZ
    PeterPirog
    @PeterPirog
    Hello all