Support for Model load - General issues with Model loading

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#396 2 comments 0 reactions 0 assignees View on GitHub

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Assessment

Difficulty
5/5
Estimated time
Over a week
Newbie friendliness
25/100
Issue type
Feature
Clarity
Needs clarification
Activity status
Stale
Tech stack
java, tensorflow
Domain
machine-learning

Research direction

Start by reading tensorflow/c/checkpoint_reader.cc and the CheckpointReader class, then compare its checkpoint and saved-model responsibilities with what the Java framework currently exposes. Done means establishing a decided Java-facing way to restore weights and variables, including the scope of the required bindings.

Written by the indexing model from the issue text.

Description

  1. Is there a way to expose the TF C++ file tensorflow/c/checkpoint_reader.cc (class CheckpointReader) to the Java framework? We need this to restore weights and variables from checkpoints and saved models. (@rnett @karllessard @Craigacp). TF Python calls out to this C++ class for this functionality.
Dominant language
Java
Stars
928
Forks
227
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