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Convert Tensor to RaggedTensor in PrepareFeatures for list features #1028

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Mar 22, 2023
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Convert Tensor to RaggedTensor in PrepareFeatures for list features #1028

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2 changes: 2 additions & 0 deletions merlin/models/tf/transforms/features.py
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Original file line number Diff line number Diff line change
Expand Up @@ -175,6 +175,8 @@ def call(self, inputs: TabularData, **kwargs) -> TabularData:
val = inputs[name]
elif isinstance(val, tf.SparseTensor):
val = tf.RaggedTensor.from_sparse(val)
else:
val = tf.RaggedTensor.from_tensor(val)
else:
# TODO: Change this condition to check is_ragged after this PR
# from Oliver is merged https://github.com/NVIDIA-Merlin/dataloader/pull/103
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