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From @manrajgrover on March 20, 2018 19:9
Currently, the API does not support bitwise operations. The problem with adding support for these operations is WebGL 1.0 does not support them. We can add CPU methods but then we will only support CPU backend for these operations.
https://www.tensorflow.org/api_docs/python/tf/bitwise
Copied from original issue: tensorflow/tfjs-core#871