[AIR/Data] Make Preprocessor.transform lazy by default - #32872
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February 27, 2023 22:13
Signed-off-by: amogkam <amogkamsetty@yahoo.com>
Signed-off-by: amogkam <amogkamsetty@yahoo.com>
Signed-off-by: amogkam <amogkamsetty@yahoo.com>
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Signed-off-by: amogkam <amogkamsetty@yahoo.com>
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Mar 21, 2023
âĶ#32872) Change Preprocessor.transform to be lazy by default, aligning with the default execution pattern for Datasets. This allows preprocessors to be used in either training or inference pipelines in a streaming fashion. This PR also deprecates Preprocessor.transform_stats. Stats can now be accessed directly from the Dataset after execution. --------- Signed-off-by: amogkam <amogkamsetty@yahoo.com> Signed-off-by: Jack He <jackhe2345@gmail.com>
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âĶ#32872) Change Preprocessor.transform to be lazy by default, aligning with the default execution pattern for Datasets. This allows preprocessors to be used in either training or inference pipelines in a streaming fashion. This PR also deprecates Preprocessor.transform_stats. Stats can now be accessed directly from the Dataset after execution. --------- Signed-off-by: amogkam <amogkamsetty@yahoo.com> Signed-off-by: Edward Oakes <ed.nmi.oakes@gmail.com>
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Mar 22, 2023
âĶ#32872) Change Preprocessor.transform to be lazy by default, aligning with the default execution pattern for Datasets. This allows preprocessors to be used in either training or inference pipelines in a streaming fashion. This PR also deprecates Preprocessor.transform_stats. Stats can now be accessed directly from the Dataset after execution. --------- Signed-off-by: amogkam <amogkamsetty@yahoo.com>
elliottower
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Apr 22, 2023
âĶ#32872) Change Preprocessor.transform to be lazy by default, aligning with the default execution pattern for Datasets. This allows preprocessors to be used in either training or inference pipelines in a streaming fashion. This PR also deprecates Preprocessor.transform_stats. Stats can now be accessed directly from the Dataset after execution. --------- Signed-off-by: amogkam <amogkamsetty@yahoo.com> Signed-off-by: elliottower <elliot@elliottower.com>
ProjectsByJackHe
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May 4, 2023
âĶ#32872) Change Preprocessor.transform to be lazy by default, aligning with the default execution pattern for Datasets. This allows preprocessors to be used in either training or inference pipelines in a streaming fashion. This PR also deprecates Preprocessor.transform_stats. Stats can now be accessed directly from the Dataset after execution. --------- Signed-off-by: amogkam <amogkamsetty@yahoo.com> Signed-off-by: Jack He <jackhe2345@gmail.com>
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Change
Preprocessor.transformto be lazy by default, aligning with the default execution pattern for Datasets. This allows preprocessors to be used in either training or inference pipelines in a streaming fashion.This PR also deprecates
Preprocessor.transform_stats. Stats can now be accessed directly from the Dataset after execution.Why are these changes needed?
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