GithubHelp home page GithubHelp logo

Comments (4)

frankfliu avatar frankfliu commented on May 22, 2024

@cowwoc DJL can load a model from a http url already:

        System.setProperty("ai.djl.repository.zoo.location", "https://storage.googleapis.com/tfhub-modules/google/universal-sentence-encoder/1.tar.gz?artifact_id=encoder");
        Criteria.Builder<NDList, NDList> builder =
                Criteria.builder()
                        .setTypes(NDList.class, NDList.class)
                        .optArtifactId("ai.djl.localmodelzoo:encoder")
                        .build();
        ZooModel<NDList, NDList> model = ModelZoo.loadModel(criteria);

We will add a document to describe how to do it a bit later

from djl.

cowwoc avatar cowwoc commented on May 22, 2024

@frankfliu General feedback, I dislike the use of System.setProperty for input parameters as it is not thread-safe. I assume you plan to add a separate thread-safe API method to input the URL?

from djl.

frankfliu avatar frankfliu commented on May 22, 2024

The system property is a model zoo repository search path, you can specify multiple path with a comma delimited string.
It's not meant to be used in runtime. We can consider add a TfHubModelZoo module that handles url indexing to make it easy to access tf-hub models.

from djl.

frankfliu avatar frankfliu commented on May 22, 2024

@cowwoc I added a Criteria.optModelUrls() API, so you don't need to rely on system property any more. See: https://github.com/awslabs/djl/blob/master/docs/load_model.md#load-model-from-a-url

from djl.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.