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Description
Basic threaded inference implementation. With this change, SLEAP object construction (and tracking) happen in a separate thread than neural network inference. This should unblock the GPU while we're building
PredictedInstance
s.Quick tests show that this super simple implementation increases overall inference speed by ~20% in cases where there are many instances/tracks.
It's not pretty, but I think we'll need to wait to de-duplicate the logic until we refactor the inference module into submodules or something.
Types of changes
Does this address any currently open issues?
[list open issues here]
Outside contributors checklist
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