I upgraded the mxnet version by running `pip install mxnet --pre --upgrade` and 
the above error still persists. 

System Config - 
```
----------Python Info----------
Version      : 3.6.2
Compiler     : GCC 4.2.1 Compatible Apple LLVM 6.0 (clang-600.0.57)
Build        : ('default', 'Jul 20 2017 13:14:59')
Arch         : ('64bit', '')
------------Pip Info-----------
Version      : 10.0.1
Directory    : /anaconda2/envs/test/lib/python3.6/site-packages/pip
----------MXNet Info-----------
Version      : 1.3.0
Directory    : /anaconda2/envs/test/lib/python3.6/site-packages/mxnet
Commit Hash   : e290623f621ff0ca631b73b74c82956a83e77aea
----------System Info----------
Platform     : Darwin-16.7.0-x86_64-i386-64bit
system       : Darwin
node         : 186590d284e1.ant.amazon.com
release      : 16.7.0
version      : Darwin Kernel Version 16.7.0: Thu Jun 21 20:07:39 PDT 2018; 
root:xnu-3789.73.14~1/RELEASE_X86_64
----------Hardware Info----------
machine      : x86_64
processor    : i386
b'machdep.cpu.extfeatures: SYSCALL XD 1GBPAGE EM64T LAHF LZCNT PREFETCHW RDTSCP 
TSCI'
b'machdep.cpu.leaf7_features: SMEP ERMS RDWRFSGS TSC_THREAD_OFFSET BMI1 AVX2 
BMI2 INVPCID SMAP RDSEED ADX IPT FPU_CSDS'
b'machdep.cpu.features: FPU VME DE PSE TSC MSR PAE MCE CX8 APIC SEP MTRR PGE 
MCA CMOV PAT PSE36 CLFSH DS ACPI MMX FXSR SSE SSE2 SS HTT TM PBE SSE3 PCLMULQDQ 
DTES64 MON DSCPL VMX EST TM2 SSSE3 FMA CX16 TPR PDCM SSE4.1 SSE4.2 x2APIC MOVBE 
POPCNT AES PCID XSAVE OSXSAVE SEGLIM64 TSCTMR AVX1.0 RDRAND F16C'
b'machdep.cpu.brand_string: Intel(R) Core(TM) i7-5557U CPU @ 3.10GHz'
----------Network Test----------
Setting timeout: 10
Timing for MXNet: https://github.com/apache/incubator-mxnet, DNS: 0.0133 sec, 
LOAD: 0.4970 sec.
Timing for Gluon Tutorial(en): http://gluon.mxnet.io, DNS: 0.0243 sec, LOAD: 
0.3365 sec.
Timing for Gluon Tutorial(cn): https://zh.gluon.ai, DNS: 0.0398 sec, LOAD: 
0.2375 sec.
Timing for FashionMNIST: 
https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/dataset/fashion-mnist/train-labels-idx1-ubyte.gz,
 DNS: 0.0398 sec, LOAD: 0.3687 sec.
Timing for PYPI: https://pypi.python.org/pypi/pip, DNS: 0.0119 sec, LOAD: 
0.6777 sec.
Timing for Conda: https://repo.continuum.io/pkgs/free/, DNS: 0.0193 sec, LOAD: 
0.1858 sec.
```

I noticed that [changes were made to deprecate contrib.SparseEmbedding on May 
7](https://github.com/apache/incubator-mxnet/blob/225f71f744ac5e7bd29868b6d3ba0e4fe2527c43/example/sparse/matrix_factorization/model.py)
 - they are somehow not reflecting in the latest PIP package. 

[ Full content available at: 
https://github.com/apache/incubator-mxnet/issues/12465 ]
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