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[SCRIPTS] Add transformer inference code (#852)
* add transformer inference code * fix lint * change inference to translator step and improve OOB feature * add inference doc and fix pylint * fix CI fail * fix CI fail * fix logging info * fix pylint * delete code which relate to train * trigger CI * update for dataload method * fix review comments * remove num_shards on the get_dataloader fn * fix reviews * Download trained params if needed for transformer inference * Fix lint error and add warnning for downlonging param file * Change mx.test_utils.download to mx.gluon.utils.download, update params link * retrigger CI
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