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apache / mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
https://mxnet.apache.org
Apache License 2.0
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mxnet-cuda100 malloc problem of mod.forward() #14306

Closed estarpro closed 5 years ago

estarpro commented 5 years ago

Hi, I am new to mxnet .And I had mxnet-cuda100 malloc problem when executing function mod.forward(Batch(data1))

Environment info (Required)

opencv-python==4.0.0.21 mxnet-cu100==1.3.1 Ubuntu 16.04.5 matplotlib==2.2.3

Build config: I installed mxnet from pip .

Error Message:

Error in `python': free(): invalid pointer: 0x00007fbdc9ce3490 Py/spatial/_distance_wrap.so has been abandoned (core dumped)

Minimum reproducible example

Batch = namedtuple('Batch', ['data']) sym, arg_params, aux_params = mx.model.load_checkpoint('model', 0) mod = mx.mod.Module(symbol=sym, context=mx.gpu(), label_names=None) mod.bind(for_training=False, data_shapes=[('data', (1, 3, 112, 112))]) mod.set_params(arg_params, aux_params, allow_missing=True) img = plt.imread('Tom_Hanks_54745.png') mod.forward(Batch([mx.nd.array(img)]))

What have you tried to solve it?

I thought maybe there were some conflicts in memory allocators between cv and mxnet.But when I changed to plt,the problem also existed.I deleted the last line and the code was correct. Could someone give me some suggestions?Thanks a lot.

wkcn commented 5 years ago

Could you please provide a stacktrace? Sorry that I do not have any server with CUDA 10.

gdb python
run test.py
bt

Thanks!

estarpro commented 5 years ago

@wkcn Here is the stacktrace Error in `/home/cbd109/applications/anaconda3/envs/pyzhc27/bin/python': free(): invalid pointer: 0x00007fff473a2490 ======= Backtrace: ========= /lib/x86_64-linux-gnu/libc.so.6(+0x777e5)[0x7ffff6d5b7e5] /lib/x86_64-linux-gnu/libc.so.6(+0x8037a)[0x7ffff6d6437a] /lib/x86_64-linux-gnu/libc.so.6(cfree+0x4c)[0x7ffff6d6853c] /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/python2.7/site-packages/mxnet/libmxnet.so(MXExecutorReshape+0x1852)[0x7fffacd3be82] /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/python2.7/lib-dynload/_ctypes.so(ffi_call_unix64+0x4c)[0x7ffff54eb57c] /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/python2.7/lib-dynload/_ctypes.so(ffi_call+0x1f5)[0x7ffff54eacd5] /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/python2.7/lib-dynload/_ctypes.so(_ctypes_callproc+0x3e6)[0x7ffff54e2376] /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/python2.7/lib-dynload/_ctypes.so(+0x9db3)[0x7ffff54d9db3] /home/cbd109/applications/anaconda3/envs/pyzhc27/bin/../lib/libpython2.7.so.1.0(PyObject_Call+0x53)[0x7ffff7a24e93] /home/cbd109/applications/anaconda3/envs/pyzhc27/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x715d)[0x7ffff7ad780d] /home/cbd109/applications/anaconda3/envs/pyzhc27/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x89e)[0x7ffff7ad9c3e] /home/cbd109/applications/anaconda3/envs/pyzhc27/bin/../lib/libpython2.7.so.1.0(+0x79b68)[0x7ffff7a54b68] /home/cbd109/applications/anaconda3/envs/pyzhc27/bin/../lib/libpython2.7.so.1.0(PyObject_Call+0x53)[0x7ffff7a24e93] /home/cbd109/applications/anaconda3/envs/pyzhc27/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x61d6)[0x7ffff7ad6886] /home/cbd109/applications/anaconda3/envs/pyzhc27/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x89e)[0x7ffff7ad9c3e] /home/cbd109/applications/anaconda3/envs/pyzhc27/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x8b47)[0x7ffff7ad91f7] /home/cbd109/applications/anaconda3/envs/pyzhc27/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x8c95)[0x7ffff7ad9345] /home/cbd109/applications/anaconda3/envs/pyzhc27/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x89e)[0x7ffff7ad9c3e] /home/cbd109/applications/anaconda3/envs/pyzhc27/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x8b47)[0x7ffff7ad91f7] /home/cbd109/applications/anaconda3/envs/pyzhc27/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x89e)[0x7ffff7ad9c3e] /home/cbd109/applications/anaconda3/envs/pyzhc27/bin/../lib/libpython2.7.so.1.0(PyEval_EvalFrameEx+0x8b47)[0x7ffff7ad91f7] /home/cbd109/applications/anaconda3/envs/pyzhc27/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCodeEx+0x89e)[0x7ffff7ad9c3e] /home/cbd109/applications/anaconda3/envs/pyzhc27/bin/../lib/libpython2.7.so.1.0(PyEval_EvalCode+0x32)[0x7ffff7ad9d52] /home/cbd109/applications/anaconda3/envs/pyzhc27/bin/../lib/libpython2.7.so.1.0(PyRun_FileExFlags+0xb0)[0x7ffff7afa450] /home/cbd109/applications/anaconda3/envs/pyzhc27/bin/../lib/libpython2.7.so.1.0(PyRun_SimpleFileExFlags+0xef)[0x7ffff7afa62f] /home/cbd109/applications/anaconda3/envs/pyzhc27/bin/../lib/libpython2.7.so.1.0(Py_Main+0xca4)[0x7ffff7b0ffd4] /lib/x86_64-linux-gnu/libc.so.6(__libc_start_main+0xf0)[0x7ffff6d04830] /home/cbd109/applications/anaconda3/envs/pyzhc27/bin/python[0x400729] ======= Memory map: ======== 00400000-00401000 r-xp 00000000 08:02 136844711 /home/cbd109/applications/anaconda3/envs/pyzhc27/bin/python2.7 00600000-00601000 rw-p 00000000 08:02 136844711 /home/cbd109/applications/anaconda3/envs/pyzhc27/bin/python2.7 00601000-40a8c000 rw-p 00000000 00:00 0 [heap] 200000000-200200000 rw-s 00000000 00:06 563 /dev/nvidiactl 200200000-200400000 ---p 00000000 00:00 0 200400000-200404000 rw-s 00000000 00:06 563 /dev/nvidiactl 200404000-200600000 ---p 00000000 00:00 0 200600000-200a00000 rw-s 00000000 00:06 563 /dev/nvidiactl 200a00000-201400000 ---p 00000000 00:00 0 201400000-201600000 rw-s 00000000 00:06 563 /dev/nvidiactl 201600000-201604000 rw-s 00000000 00:06 563 /dev/nvidiactl 201604000-201800000 ---p 00000000 00:00 0 201800000-201c00000 rw-s 00000000 00:06 563 /dev/nvidiactl 201c00000-201c04000 rw-s 00000000 00:06 563 /dev/nvidiactl 201c04000-201e00000 ---p 00000000 00:00 0 201e00000-202200000 rw-s 00000000 00:06 563 /dev/nvidiactl 202200000-202204000 rw-s 00000000 00:06 563 /dev/nvidiactl 202204000-202400000 ---p 00000000 00:00 0 202400000-202800000 rw-s 00000000 00:06 563 /dev/nvidiactl 202800000-202804000 rw-s 00000000 00:06 563 /dev/nvidiactl 202804000-202a00000 ---p 00000000 00:00 0 202a00000-202e00000 rw-s 00000000 00:06 563 /dev/nvidiactl 202e00000-202e04000 rw-s 00000000 00:06 563 /dev/nvidiactl 202e04000-203000000 ---p 00000000 00:00 0 203000000-203400000 rw-s 00000000 00:06 563 /dev/nvidiactl 203400000-203404000 rw-s 00000000 00:06 563 /dev/nvidiactl 203404000-203600000 ---p 00000000 00:00 0 203600000-203a00000 rw-s 00000000 00:06 563 /dev/nvidiactl 203a00000-203a04000 rw-s 00000000 00:06 563 /dev/nvidiactl 203a04000-203c00000 ---p 00000000 00:00 0 203c00000-204000000 rw-s 00000000 00:06 563 /dev/nvidiactl 204000000-204004000 rw-s 00000000 00:06 563 /dev/nvidiactl 204004000-204200000 ---p 00000000 00:00 0 204200000-204600000 rw-s 00000000 00:06 563 /dev/nvidiactl 204600000-204604000 rw-s 00000000 00:06 563 /dev/nvidiactl 204604000-204800000 ---p 00000000 00:00 0 204800000-204c00000 rw-s 00000000 00:06 563 /dev/nvidiactl 204c00000-204c04000 rw-s 00000000 00:06 563 /dev/nvidiactl 204c04000-204e00000 ---p 00000000 00:00 0 204e00000-205200000 rw-s 00000000 00:06 563 /dev/nvidiactl 205200000-205204000 rw-s 00000000 00:06 563 /dev/nvidiactl 205204000-205400000 ---p 00000000 00:00 0 205400000-205800000 rw-s 00000000 00:06 563 /dev/nvidiactl 205800000-205804000 rw-s 00000000 00:06 563 /dev/nvidiactl 205804000-205a00000 ---p 00000000 00:00 0 205a00000-205e00000 rw-s 00000000 00:06 563 /dev/nvidiactl 205e00000-205e04000 rw-s 00000000 00:06 563 /dev/nvidiactl 205e04000-206000000 ---p 00000000 00:00 0 206000000-206400000 rw-s 00000000 00:06 563 /dev/nvidiactl 206400000-206404000 rw-s 00000000 00:06 563 /dev/nvidiactl 206404000-206600000 ---p 00000000 00:00 0 206600000-206a00000 rw-s 00000000 00:06 563 /dev/nvidiactl 206a00000-206a04000 rw-s 00000000 00:06 563 /dev/nvidiactl 206a04000-206c00000 ---p 00000000 00:00 0 206c00000-207000000 rw-s 00000000 00:06 563 /dev/nvidiactl 207000000-207200000 ---p 00000000 00:00 0 207200000-207400000 rw-s 00000000 00:06 563 /dev/nvidiactl 207400000-400200000 ---p 00000000 00:00 0 10000000000-10304000000 ---p 00000000 00:00 0 7ffec8000000-7ffec8028000 rw-p 00000000 00:00 0 7ffec8028000-7ffecc000000 ---p 00000000 00:00 0 7ffed0000000-7ffed0028000 rw-p 00000000 00:00 0 7ffed0028000-7ffed4000000 ---p 00000000 00:00 0 7ffed4eff000-7ffed8000000 rw-p 00000000 00:00 0 7ffed8000000-7ffedbb3b000 rw-p 00000000 00:00 0 7ffedbb3b000-7ffedc000000 ---p 00000000 00:00 0 7ffedceff000-7ffee0000000 rw-p 00000000 00:00 0 7ffee0000000-7ffee3f26000 rw-p 00000000 00:00 0 7ffee3f26000-7ffee4000000 ---p 00000000 00:00 0 7ffee47fd000-7ffee47fe000 ---p 00000000 00:00 0 7ffee47fe000-7ffee4ffe000 rwxp 00000000 00:00 0 7ffee4ffe000-7ffee4fff000 ---p 00000000 00:00 0 7ffee4fff000-7ffee57ff000 rwxp 00000000 00:00 0 7ffee57ff000-7ffee5800000 ---p 00000000 00:00 0 7ffee5800000-7ffee6000000 rwxp 00000000 00:00 0 7ffee6000000-7ffef4000000 ---p 00000000 00:00 0 7ffef4000000-7ffefb7da000 rw-p 00000000 00:00 0 7ffefb7da000-7ffefc000000 ---p 00000000 00:00 0 7ffefc000000-7ffeffe41000 rw-p 00000000 00:00 0 7ffeffe41000-7fff00000000 ---p 00000000 00:00 0 7fff007fd000-7fff007fe000 ---p 00000000 00:00 0 7fff007fe000-7fff00ffe000 rwxp 00000000 00:00 0 7fff00ffe000-7fff00fff000 ---p 00000000 00:00 0 7fff00fff000-7fff017ff000 rwxp 00000000 00:00 0 7fff017ff000-7fff01800000 ---p 00000000 00:00 0 7fff01800000-7fff02000000 rwxp 00000000 00:00 0 7fff02000000-7fff02800000 ---p 00000000 00:00 0 7fff02800000-7fff02a00000 rw-s 00000000 00:05 25638040 /dev/zero (deleted) 7fff02a00000-7fff04000000 ---p 00000000 00:00 0 7fff04000000-7fff0415e000 rw-p 00000000 00:00 0 7fff0415e000-7fff08000000 ---p 00000000 00:00 0 7fff08000000-7fff0c000000 rw-p 00000000 00:00 0 7fff0c000000-7fff10000000 rw-p 00000000 00:00 0 7fff106c4000-7fff12000000 rw-p 00000000 00:00 0 7fff12000000-7fff17c00000 ---p 00000000 00:00 0 7fff17c00000-7fff17e00000 rw-s 00000000 00:05 25463671 /dev/zero (deleted) 7fff17e00000-7fff18000000 ---p 00000000 00:00 0 7fff18000000-7fff18021000 rw-p 00000000 00:00 0 7fff18021000-7fff1c000000 ---p 00000000 00:00 0 7fff1c000000-7fff1c021000 rw-p 00000000 00:00 0 7fff1c021000-7fff20000000 ---p 00000000 00:00 0 7fff20000000-7fff20001000 rw-s 00000000 00:06 564 /dev/nvidia1 7fff20001000-7fff20002000 rw-s 00000000 00:06 564 /dev/nvidia1 7fff20002000-7fff20003000 rw-s 00000000 00:06 564 /dev/nvidia1 7fff20003000-7fff20004000 rw-s 00000000 00:06 564 /dev/nvidia1 7fff20004000-7fff20005000 rw-s 00000000 00:06 564 /dev/nvidia1 7fff20005000-7fff20006000 rw-s 00000000 00:06 564 /dev/nvidia1 7fff20006000-7fff20007000 rw-s 00000000 00:06 564 /dev/nvidia1 7fff20007000-7fff20008000 rw-s 00000000 00:06 564 /dev/nvidia1 7fff20008000-7fff20009000 rw-s 00000000 00:06 564 /dev/nvidia1 7fff20009000-7fff2000a000 rw-s 00000000 00:06 564 /dev/nvidia1 7fff2000a000-7fff2000b000 rw-s 00000000 00:06 564 /dev/nvidia1 7fff2000b000-7fff2000c000 rw-s 00000000 00:06 564 /dev/nvidia1 7fff2000c000-7fff2000d000 rw-s 00000000 00:06 564 /dev/nvidia1 7fff2000d000-7fff2000e000 rw-s 00000000 00:06 564 /dev/nvidia1 7fff2000e000-7fff2000f000 rw-s 00000000 00:06 564 /dev/nvidia1 7fff2000f000-7fff20010000 rw-s 00000000 00:06 564 /dev/nvidia1 7fff20010000-7fff30000000 ---p 00000000 00:00 0 7fff307fd000-7fff307fe000 ---p 00000000 00:00 0 7fff307fe000-7fff30ffe000 rwxp 00000000 00:00 0 7fff30ffe000-7fff30fff000 ---p 00000000 00:00 0 7fff30fff000-7fff317ff000 rwxp 00000000 00:00 0 7fff317ff000-7fff31800000 ---p 00000000 00:00 0 7fff31800000-7fff32000000 rwxp 00000000 00:00 0 7fff32000000-7fff32200000 ---p 00000000 00:00 0 7fff32200000-7fff32400000 rw-s 00000000 00:05 25463668 /dev/zero (deleted) 7fff32400000-7fff32600000 rw-s 00000000 00:06 563 /dev/nvidiactl 7fff32600000-7fff32800000 rw-s 00000000 00:05 25463669 /dev/zero (deleted) 7fff32800000-7fff32a00000 rw-s 00000000 00:06 563 /dev/nvidiactl 7fff32a00000-7fff32c00000 ---p 00000000 00:00 0 7fff32c00000-7fff32ed6000 rw-s 00000000 00:06 563 /dev/nvidiactl 7fff32ed6000-7fff34000000 ---p 00000000 00:00 0 7fff3471b000-7fff3475b000 rw-p 00000000 00:00 0 7fff3475b000-7fff3475c000 ---p 00000000 00:00 0 7fff3475c000-7fff34f5c000 rwxp 00000000 00:00 0 7fff34f5c000-7fff34f5d000 ---p 00000000 00:00 0 7fff34f5d000-7fff3575d000 rwxp 00000000 00:00 0 7fff3575d000-7fff3575e000 ---p 00000000 00:00 0 7fff3575e000-7fff35f5e000 rwxp 00000000 00:00 0 7fff35f5e000-7fff3bf5e000 ---p 00000000 00:00 0 7fff3bf5e000-7fff3bf9b000 r-xp 00000000 08:02 46533635 /usr/lib/x86_64-linux-gnu/libnvidia-fatbinaryloader.so.410.48 7fff3bf9b000-7fff3c19b000 ---p 0003d000 08:02 46533635 /usr/lib/x86_64-linux-gnu/libnvidia-fatbinaryloader.so.410.48 7fff3c19b000-7fff3c1a6000 rw-p 0003d000 08:02 46533635 /usr/lib/x86_64-linux-gnu/libnvidia-fatbinaryloader.so.410.48 7fff3c1a6000-7fff3c1ab000 rw-p 00000000 00:00 0 7fff3c1ab000-7fff3cf27000 r-xp 00000000 08:02 46533630 /usr/lib/x86_64-linux-gnu/libcuda.so.410.48 7fff3cf27000-7fff3d126000 ---p 00d7c000 08:02 46533630 /usr/lib/x86_64-linux-gnu/libcuda.so.410.48 7fff3d126000-7fff3d291000 rw-p 00d7b000 08:02 46533630 /usr/lib/x86_64-linux-gnu/libcuda.so.410.48 7fff3d291000-7fff473a4000 rw-p 00000000 00:00 0 7fff473a4000-7fff473fb000 r-xp 00000000 08:02 165284880 /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/python2.7/site-packages/matplotlib/backends/_backend_agg.so 7fff473fb000-7fff475fb000 ---p 00057000 08:02 165284880 /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/python2.7/site-packages/matplotlib/backends/_backend_agg.so 7fff475fb000-7fff475fc000 rw-p 00057000 08:02 165284880 /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/python2.7/site-packages/matplotlib/backends/_backend_agg.so 7fff475fc000-7fff475fd000 rw-p 00000000 00:00 0 7fff475fd000-7fff475ff000 r-xp 00000000 08:02 165284841 /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/python2.7/site-packages/matplotlib/backends/_tkagg.so 7fff475ff000-7fff477fe000 ---p 00002000 08:02 165284841 /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/python2.7/site-packages/matplotlib/backends/_tkagg.so 7fff477fe000-7fff477ff000 rw-p 00001000 08:02 165284841 /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/python2.7/site-packages/matplotlib/backends/_tkagg.so 7fff477ff000-7fff4783f000 rw-p 00000000 00:00 0 7fff4783f000-7fff4796e000 r-xp 00000000 08:02 60199510 /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/libtk8.5.so 7fff4796e000-7fff47b6d000 ---p 0012f000 08:02 60199510 /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/libtk8.5.so 7fff47b6d000-7fff47b8b000 rw-p 0012e000 08:02 60199510 /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/libtk8.5.so 7fff47b8b000-7fff47b8c000 rw-p 00000000 00:00 0 7fff47b8c000-7fff47ca0000 r-xp 00000000 08:02 60199508 /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/libtcl8.5.so 7fff47ca0000-7fff47e9f000 ---p 00114000 08:02 60199508 /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/libtcl8.5.so 7fff47e9f000-7fff47eaa000 rw-p 00113000 08:02 60199508 /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/libtcl8.5.so 7fff47eaa000-7fff47eab000 rw-p 00000000 00:00 0 7fff47eab000-7fff47eb9000 r-xp 00000000 08:02 64889316 /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/python2.7/lib-dynload/_tkinter.so 7fff47eb9000-7fff480b8000 ---p 0000e000 08:02 64889316 /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/python2.7/lib-dynload/_tkinter.so 7fff480b8000-7fff480ba000 rw-p 0000d000 08:02 64889316 /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/python2.7/lib-dynload/_tkinter.so 7fff480ba000-7fff4823a000 rw-p 00000000 00:00 0 7fff4823a000-7fff48296000 r-xp 00000000 08:02 165283558 /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/python2.7/site-packages/matplotlib/_qhull.so 7fff48296000-7fff48495000 ---p 0005c000 08:02 165283558 /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/python2.7/site-packages/matplotlib/_qhull.so 7fff48495000-7fff48497000 rw-p 0005b000 08:02 165283558 /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/python2.7/site-packages/matplotlib/_qhull.so 7fff48497000-7fff48499000 rw-p 00000000 00:00 0 7fff48499000-7fff484b7000 r-xp 00000000 08:02 165283552 /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/python2.7/site-packages/matplotlib/_tri.so 7fff484b7000-7fff486b7000 ---p 0001e000 08:02 165283552 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7fff55d83000-7fff55f83000 ---p 0002b000 08:02 148150948 /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/python2.7/site-packages/scipy/spatial/_hausdorff.so 7fff55f83000-7fff55f86000 rw-p 0002b000 08:02 148150948 /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/python2.7/site-packages/scipy/spatial/_hausdorff.so 7fff55f86000-7fff55f87000 rw-p 00000000 00:00 0 7fff55f87000-7fff55f9e000 r-xp 00000000 08:02 148150951 /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/python2.7/site-packages/scipy/spatial/_distance_wrap.so 7fff55f9e000-7fff5619e000 ---p 00017000 08:02 148150951 /home/cbd109/applications/anaconda3/envs/pyzhc27/lib/python2.7/site-packages/scipy/spatial/_distance_wrap.so Thread 1 "python" received signal SIGABRT, Aborted. 0x00007ffff6d19428 in __GI_raise (sig=sig@entry=6) at ../sysdeps/unix/sysv/linux/raise.c:54 54 ../sysdeps/unix/sysv/linux/raise.c: No such file or directory.

wkcn commented 5 years ago

Could you please print img.shape it seems that img.shape != (1, 3, 112, 112)

estarpro commented 5 years ago

@wkcn Thank you for your reply.The output is (112,112,3).So there is nothing wrong with the picture shape.

piyushghai commented 5 years ago

@mxnet-label-bot Add [Cuda]

wkcn commented 5 years ago

@estarpro Could you please try mod.forward(Batch([mx.nd.array(img).transpose((2,0,1)).reshape((1,3,112,112))]))

estarpro commented 5 years ago

@wkcn Thanks a lot! This has bothered me for several days.But The picture is already (112, 112, 3), why does reshape work?

wkcn commented 5 years ago

@estarpro Because the shape of model input is (1,3,112,112). In MXNet, the order of Input is NCHW generally.

Is there any error after changing the input?

estarpro commented 5 years ago

@wkcn Everything is fine. Thank you for your help.Now I can close this issue.