Comments (4)
@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
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@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?
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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.
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@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
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