Numpy Tensordot and Dot Operator

[ckt624]

Description

Implements numpy tensordot operator. See
https://docs.scipy.org/doc/numpy/reference/generated/numpy.tensordot.html
Also implement the numpy dot of tensors by using tensordot. See
https://docs.scipy.org/doc/numpy/reference/generated/numpy.dot.html

Checklist

Essentials

Please feel free to remove inapplicable items for your PR.

• Changes are complete (i.e. I finished coding on this PR)
• All changes have test coverage:
• Unit tests are added for small changes to verify correctness (e.g. adding a new operator)
• Nightly tests are added for complicated/long-running ones (e.g. changing distributed kvstore)
• Build tests will be added for build configuration changes (e.g. adding a new build option with NCCL)
• Code is well-documented:
• For user-facing API changes, API doc string has been updated.
• For new C++ functions in header files, their functionalities and arguments are documented.
• For new examples, README.md is added to explain the what the example does, the source of the dataset, expected performance on test set and reference to the original paper if applicable
• Check the API doc at http://mxnet-ci-doc.s3-accelerate.dualstack.amazonaws.com/PR-$PR_ID/$BUILD_ID/index.html
• To the my best knowledge, examples are either not affected by this change, or have been fixed to be compatible with this change

Changes

• Implements tensordot and tests
• Implements dot and tests

Comments

@haojin2 @reminisce

[haojin2]

LGTM