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from 27b3e52 image crop gpu (#16464) add a75ec06 [Numpy] einsum (#15911) No new revisions were added by this update. Summary of changes: benchmark/python/einsum/benchmark_einsum.py | 78 ++ python/mxnet/ndarray/numpy/_op.py | 241 ++++- python/mxnet/numpy/multiarray.py | 235 ++++- python/mxnet/numpy_dispatch_protocol.py | 3 +- python/mxnet/symbol/numpy/_symbol.py | 129 ++- src/operator/mxnet_op.h | 36 + src/operator/numpy/np_dot-inl.h | 16 +- src/operator/numpy/np_dot.cc | 4 +- src/operator/numpy/np_einsum_op-inl.h | 1092 ++++++++++++++++++++ src/operator/numpy/np_einsum_op.cc | 370 +++++++ .../numpy/{np_cumsum.cu => np_einsum_op.cu} | 15 +- src/operator/numpy/np_einsum_path_op-inl.h | 964 +++++++++++++++++ src/operator/numpy/np_tensordot_op-inl.h | 120 ++- src/operator/numpy/np_tensordot_op.cc | 8 +- .../python/unittest/test_numpy_interoperability.py | 73 ++ tests/python/unittest/test_numpy_op.py | 131 +++ 16 files changed, 3478 insertions(+), 37 deletions(-) create mode 100644 benchmark/python/einsum/benchmark_einsum.py create mode 100644 src/operator/numpy/np_einsum_op-inl.h create mode 100644 src/operator/numpy/np_einsum_op.cc copy src/operator/numpy/{np_cumsum.cu => np_einsum_op.cu} (72%) create mode 100644 src/operator/numpy/np_einsum_path_op-inl.h