[CoreML] support coreml model cache #23065
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skottmckay
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skottmckay
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Dec 16, 2024
Co-authored-by: Scott McKay <skottmckay@gmail.com>
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…ory.h Co-authored-by: Scott McKay <skottmckay@gmail.com>
…ory.h Co-authored-by: Scott McKay <skottmckay@gmail.com>
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skottmckay
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Dec 20, 2024
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Are there any unit tests for the new code? We should be able to test that the expected cache files are created in the right places and that things like invalid cache key values are rejected. |
skottmckay
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Dec 23, 2024
Co-authored-by: Scott McKay <skottmckay@gmail.com>
Added unit test for three cases where hash is valid or invalid. |
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December 24, 2024 15:18
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### Description Refactor compute plan profiling Support cache coreml model to speed up session initialization. this is only support by user provided entry and user responsible to manage the cache With the cache, session initialization time can be reduced by 50% or more: |model| before| after| |--|--|--| |yolo11.onnx| 0.6s|0.1s| |yolo11-fp16.onnx|1.8s|0.1s| ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> --------- Co-authored-by: wejoncy <wejoncy@.com> Co-authored-by: Scott McKay <skottmckay@gmail.com>
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### Description Refactor compute plan profiling Support cache coreml model to speed up session initialization. this is only support by user provided entry and user responsible to manage the cache With the cache, session initialization time can be reduced by 50% or more: |model| before| after| |--|--|--| |yolo11.onnx| 0.6s|0.1s| |yolo11-fp16.onnx|1.8s|0.1s| ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> --------- Co-authored-by: wejoncy <wejoncy@.com> Co-authored-by: Scott McKay <skottmckay@gmail.com>
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Description
Refactor compute plan profiling
Support cache coreml model to speed up session initialization. this is only support by user provided entry and user responsible to manage the cache
With the cache, session initialization time can be reduced by 50% or more:
Motivation and Context