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    <Æ&i˜  ã                   @   sœ   d dl mZmZ d dlmZmZ d dlmZmZm	Z	m
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mZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZm Z  g d¢Z!dS )é   )Úis_masked_tensorÚMaskedTensor)Úas_masked_tensorÚmasked_tensor)Ú_canonical_dimÚ_generate_docstringÚ_reduction_identityÚ_whereÚ_input_maskÚ_output_maskÚ_combine_input_and_maskÚsumÚprodÚcumsumÚcumprodÚamaxÚaminÚargmaxÚargminÚmeanÚmedianÚ	logsumexpÚ	logaddexpÚnormÚvarÚstdÚsoftmaxÚlog_softmaxÚsoftminÚ	normalize)r   r   r   r   N)"Zmaskedtensor.corer   r   Zmaskedtensor.creationr   r   Z_opsr   r   r   r	   r
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