• m

    Martin Hwasser

    1 month ago
    Hi! I saw on the website that experiment tracking and data lineage is on the way. Is there anywhere this progress can be tracked? I’m working at a company that’s just making a switch from determined.ai to Flyte for orchestration. However, this now means we are missing three important pieces which are experiment tracking/model registry/data versioning. Wondering if union.ml could be a good fit if it’s not too far away on the horizon?
    m
    Ketan (kumare3)
    +3
    32 replies
    Copy to Clipboard
  • Niels Bantilan

    Niels Bantilan

    1 month ago
    friendly ping again on @Omar Abdullahi Ahmed: https://github.com/unionai-oss/unionml/issues/15?@Shivay Lamba: https://github.com/unionai-oss/unionml/issues/16 What’s the status of these issues? Do you have the capacity to work on these?
    Niels Bantilan
    1 replies
    Copy to Clipboard
  • Sandra Youssef

    Sandra Youssef

    3 weeks ago
    Join the UnionML crew in the open source planning meeting tomorrow, Aug 30th, 9am PST/12pm EST. Check out the Website and Docs Calendar Invite & Zoom Link
  • Sandra Youssef

    Sandra Youssef

    3 weeks ago
    Join the UnionML open source planning meeting in about 20 minutes. 9am PTCalendar Invite & Zoom Link
  • r

    Ryan Delgado

    3 weeks ago
    Hi, unionml community! I'm trying to run the MNIST: Digits Classification Tutorial in my local Flyte cluster, but I'm running into issues. Specifically, I hope to train, run batch inference, and serve the model via FastAPI within my local Flyte Sandbox. I followed these steps:1. I set up a local sandbox environment by running
    flytectl demo start
    , 2. I ensured my
    ~/.flyte/config.yaml
    is pointed at my local environment. 3. I started a unionml project by running
    unionml init mnist
    and navigating into the directory. 4. I ran
    unionml deploy app:model
    to deploy a Model object named "model" in the app.py file within the current working directory. 5. I ran
    unionml train app:model
    to train the model. When I deploy the model, I see these logs:
    [unionml] deploying app:model
    2022-09-04 19:09:54,211 unionml INFO Building docker container in flyte demo cluster.
    2022-09-04 19:09:54,862 unionml INFO unable to prepare context: unable to evaluate symlinks in Dockerfile path: lstat /root/Dockerfile: no such file or directory
    2022-09-04 19:09:54,895 unionml INFO Deploying workflow digits_classifier.train
    2022-09-04 19:09:55,230 unionml INFO Deploying workflow digits_classifier.predict
    2022-09-04 19:09:55,294 unionml INFO Deploying workflow digits_classifier.predict_from_features
    When I train the model, I see that a workflow is triggered in the sandbox Flyte Console, but the workflow fails on the
    dataset_task
    node. The logs for that task are:
    [1/1] currentAttempt done. Last Error: USER::containers with unready status: [ffa8038a9524b4920a61-n0-0]|Back-off pulling image "unionml:digits-classifier-a31c8bb4d7f235f31b25a3449e3dcc0c1f82e9be"
    It looks like I'm getting an error with finding pulling an image, but I'm not sure what I'm doing wrong 😅. Could you advise on how I can get this working?
    r
    Ketan (kumare3)
    +3
    30 replies
    Copy to Clipboard
  • r

    Ryan Delgado

    2 weeks ago
    When I execute a flyte workflow, do the nodes in that workflow run in separate Kubernetes pods? If so, How can I adjust the amount of cpu/memory I allocate to a particular kubernetes pod?
    r
    Ketan (kumare3)
    +1
    6 replies
    Copy to Clipboard
  • Niels Bantilan

    Niels Bantilan

    2 weeks ago
    <!here> hey all! 👋 I just created this proposal for a
    ModelServer
    protocol to make serving models via UnionML more consistent: https://slime-hunter-536.notion.site/UnionML-Serving-and-Scheduling-RFC-a3aa3ead283e410c98f1bda5fede569c. Feedback/questions/comments much appreciated!
    Niels Bantilan
    1 replies
    Copy to Clipboard
  • Niels Bantilan

    Niels Bantilan

    1 week ago
    hi <!here> 👋 join me for the UnionML OSS planning meeting today at 12pm EST! 💻 Zoomlink: https://lnkd.in/gbRQwiUm 🗓️ You can subscribe to the event here: https://lnkd.in/gcHSpkWp
  • Niels Bantilan

    Niels Bantilan

    1 week ago
    hey <!channel> UnionML OSS planning starting now! https://lnkd.in/gbRQwiUm