leezu opened a new issue #17810: GraphExecutor + Numpy + Dynamic shape crash
URL: https://github.com/apache/incubator-mxnet/issues/17810
 
 
   ## Description
   There seem to be some issues with GraphExecutor + Numpy + Dynamic shape. 
Consider the example below, which leads to a crash if `mx.npx.set_np()` is 
present and works fine if `mx.npx.set_np()` is removed.
   
   ### Error Message
   `mxnet.base.MXNetError: MXNetError: Error in operator transpose0: [05:51:41] 
src/operator/numpy/np_matrix_op.cc:65: Check failed: out_shp.ndim() == 
shp.ndim() (1 vs. 2)`
   
   ## To Reproduce
   ``` python
   import mxnet as mx
   mx.npx.set_np()
   a = mx.sym.np.arange(10)
   sym = mx.sym.np._internal.nonzero(a).transpose()
   print(sym.bind(mx.cpu(), args={}).forward())
   ```
   
   ## Environment
   
   ```
   ----------Python Info----------
   Version      : 3.8.0
   Compiler     : GCC 7.4.0
   Build        : ('default', 'Dec 19 2019 07:43:30')
   Arch         : ('64bit', 'ELF')
   ------------Pip Info-----------
   Version      : 20.0.2
   Directory    : 
/home/ANT.AMAZON.COM/lausen/.pyenv/versions/3.8.0-debug/lib/python3.8/site-packages/pip
   ----------MXNet Info-----------
   Version      : 2.0.0
   Directory    : 
/home/ANT.AMAZON.COM/lausen/.local/lib/python3.8/site-packages/mxnet
   Num GPUs     : 0
   Hashtag not found. Not installed from pre-built package.
   ----------System Info----------
   Platform     : Linux-5.5.5-x86_64-with-glibc2.27
   system       : Linux
   node         : u1a1005b292e450.ant.amazon.com
   release      : 5.5.5
   version      : #1 SMP Thu Feb 20 06:05:19 UTC 2020
   ----------Hardware Info----------
   machine      : x86_64
   processor    : x86_64
   Architecture:        x86_64
   CPU op-mode(s):      32-bit, 64-bit
   Byte Order:          Little Endian
   CPU(s):              8
   On-line CPU(s) list: 0-7
   Thread(s) per core:  2
   Core(s) per socket:  4
   Socket(s):           1
   NUMA node(s):        1
   Vendor ID:           GenuineIntel
   CPU family:          6
   Model:               142
   Model name:          Intel(R) Core(TM) i7-8665U CPU @ 1.90GHz
   Stepping:            12
   CPU MHz:             2743.717
   CPU max MHz:         4800.0000
   CPU min MHz:         400.0000
   BogoMIPS:            4199.88
   Virtualization:      VT-x
   L1d cache:           32K
   L1i cache:           32K
   L2 cache:            256K
   L3 cache:            8192K
   NUMA node0 CPU(s):   0-7
   Flags:               fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge 
mca cmov pat pse36 clflush dts acpi mmx fxsr sse sse2 ss ht tm pbe syscall nx 
pdpe1gb rdtscp lm constant_tsc art arch_perfmon pebs bts rep_good nopl 
xtopology nonstop_tsc cpuid aperfmperf pni pclmulqdq dtes64 monitor ds_cpl vmx 
smx est tm2 ssse3 sdbg fma cx16 xtpr pdcm pcid sse4_1 sse4_2 x2apic movbe 
popcnt tsc_deadline_timer aes xsave avx f16c rdrand lahf_lm abm 3dnowprefetch 
cpuid_fault epb invpcid_single ssbd ibrs ibpb stibp ibrs_enhanced tpr_shadow 
vnmi flexpriority ept vpid ept_ad fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms 
invpcid mpx rdseed adx smap clflushopt intel_pt xsaveopt xsavec xgetbv1 xsaves 
dtherm ida arat pln pts hwp hwp_notify hwp_act_window hwp_epp md_clear 
flush_l1d arch_capabilities
   ----------Network Test----------
   Setting timeout: 10
   ```

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