apple / apple/coremltools

The type mlpackage(mlprogram)'s inferencing time and load time are much more than mlmodel(Neural network).

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feature request
Dominant language
Python
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Description

As to your official documents, the mlprogram's load time should be less than mlmodel. But now the test result is contrary.

Contributor guide

Open the contributing guide

Research direction

No source file, test, or reproduction details are named. Start by reproducing the load and inference timing comparison between mlpackage(mlprogram) and mlmodel (Neural network), then compare the results with the official documentation; done means the discrepancy and whether it reflects an implementation or documentation problem are established.

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Assessment

Tech stack
python
Domain
machine-learning, performance
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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