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Unified BulkInference for TFX Pipeline #246

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ConfuzedCoder opened this issue May 24, 2023 · 2 comments
Open

Unified BulkInference for TFX Pipeline #246

ConfuzedCoder opened this issue May 24, 2023 · 2 comments
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@ConfuzedCoder
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TFX is framework neutral and can be used with other non-TF ML frameworks but the current version of the bulkInference only supports the Tensorflow model, which limits the ability of TFX. I would like to enhance the buikInference so that it can support many other non-TF frameworks like PyTorch and Xgboost.
@hanneshapke
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Great idea. @tandelDipak do you have a suggestion for the component API?

@ConfuzedCoder
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It's just a thought right now, I don't have anything concrete, I will start working on it, and then we can have some discussion.

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@hanneshapke @ConfuzedCoder @rcrowe-google