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Posted to issues@mxnet.apache.org by GitBox <gi...@apache.org> on 2020/10/01 21:02:57 UTC
[GitHub] [incubator-mxnet] access2rohit opened a new issue #19268: split_and_save returning NDArray even with batch_axis=0
access2rohit opened a new issue #19268:
URL: https://github.com/apache/incubator-mxnet/issues/19268
## Description
before the PR #17123 `split_and_load` when passed CSRNDArray would return CSRNDArray for batch_axis=0 but now return NDArray.
## To Reproduce
```
import scipy.sparse as sps
import mxnet.ndarray.sparse as mxsps
import mxnet as mx
x = mxsps.csr_matrix(sps.coo_matrix(([2.0], ([99], [999]))).tocsr(), ctx=mx.gpu(0))
y = mx.gluon.utils.split_and_load(x, (mx.gpu(0), mx.gpu(0)))
print(x)
print(y)
```
Output:
```
ubuntu@ip-172-31-90-243 ~/workspace/incubator-mxnet (mx1x) $ python debug.py
[20:54:45] ../src/base.cc:84: Upgrade advisory: this mxnet has been built against cuDNN lib version 7501, which is older than the oldest version tested by CI (7600). Set MXNET_CUDNN_LIB_CHECKING=0 to quiet this warning.
<CSRNDArray 100x1000 @gpu(0)>
[
<NDArray 50x1000 @gpu(0)>,
<NDArray 50x1000 @gpu(0)>]
```
## What have you tried to solve it?
Fix #19267
## Environment
We recommend using our script for collecting the diagnositc information. Run the following command and paste the outputs below:
```
curl --retry 10 -s https://raw.githubusercontent.com/apache/incubator-mxnet/master/tools/diagnose.py | python
# paste outputs here
----------Python Info----------
Version : 3.6.6
Compiler : GCC 7.3.0
Build : ('default', 'Oct 9 2018 12:34:16')
Arch : ('64bit', '')
------------Pip Info-----------
Version : 19.3.1
Directory : /home/ubuntu/anaconda3/lib/python3.6/site-packages/pip
----------MXNet Info-----------
Version : 1.9.0
Directory : /home/ubuntu/workspace/incubator-mxnet/python/mxnet
Commit hash file "/home/ubuntu/workspace/incubator-mxnet/python/mxnet/COMMIT_HASH" not found. Not installed from pre-built package or built from source.
Library : ['/home/ubuntu/workspace/incubator-mxnet/python/mxnet/../../build/libmxnet.so']
Build features:
✔ CUDA
✔ CUDNN
✔ NCCL
✔ CUDA_RTC
✖ TENSORRT
✔ CPU_SSE
✔ CPU_SSE2
✔ CPU_SSE3
✔ CPU_SSE4_1
✔ CPU_SSE4_2
✖ CPU_SSE4A
✔ CPU_AVX
✖ CPU_AVX2
✔ OPENMP
✖ SSE
✔ F16C
✖ JEMALLOC
✔ BLAS_OPEN
✖ BLAS_ATLAS
✖ BLAS_MKL
✖ BLAS_APPLE
✔ LAPACK
✔ MKLDNN
✔ OPENCV
✖ CAFFE
✖ PROFILER
✖ DIST_KVSTORE
✖ CXX14
✔ INT64_TENSOR_SIZE
✔ SIGNAL_HANDLER
✔ DEBUG
✖ TVM_OP
----------System Info----------
Platform : Linux-4.15.0-1065-aws-x86_64-with-debian-buster-sid
system : Linux
node : ip-172-31-90-243
release : 4.15.0-1065-aws
version : #69-Ubuntu SMP Thu Mar 26 02:17:29 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): 64
On-line CPU(s) list: 0-63
Thread(s) per core: 2
Core(s) per socket: 16
Socket(s): 2
NUMA node(s): 2
Vendor ID: GenuineIntel
CPU family: 6
Model: 79
Model name: Intel(R) Xeon(R) CPU E5-2686 v4 @ 2.30GHz
Stepping: 1
CPU MHz: 1675.920
CPU max MHz: 3000.0000
CPU min MHz: 1200.0000
BogoMIPS: 4600.10
Hypervisor vendor: Xen
Virtualization type: full
L1d cache: 32K
L1i cache: 32K
L2 cache: 256K
L3 cache: 46080K
NUMA node0 CPU(s): 0-15,32-47
NUMA node1 CPU(s): 16-31,48-63
Flags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx pdpe1gb rdtscp lm constant_tsc arch_perfmon rep_good nopl xtopology nonstop_tsc cpuid aperfmperf pni pclmulqdq monitor est ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch cpuid_fault invpcid_single pti fsgsbase bmi1 hle avx2 smep bmi2 erms invpcid rtm rdseed adx xsaveopt ida
----------Network Test----------
Setting timeout: 10
Timing for MXNet: https://github.com/apache/incubator-mxnet, DNS: 0.0031 sec, LOAD: 0.4311 sec.
Timing for Gluon Tutorial(en): http://gluon.mxnet.io, DNS: 0.1166 sec, LOAD: 0.2086 sec.
Error open Gluon Tutorial(cn): https://zh.gluon.ai, <urlopen error [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed (_ssl.c:841)>, DNS finished in 0.04925036430358887 sec.
Timing for FashionMNIST: https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/dataset/fashion-mnist/train-labels-idx1-ubyte.gz, DNS: 0.0089 sec, LOAD: 0.1421 sec.
Timing for PYPI: https://pypi.python.org/pypi/pip, DNS: 0.0039 sec, LOAD: 0.0948 sec.
Error open Conda: https://repo.continuum.io/pkgs/free/, HTTP Error 403: Forbidden, DNS finished in 0.002668142318725586 sec.
----------Environment----------
KMP_DUPLICATE_LIB_OK="True"
KMP_INIT_AT_FORK="FALSE"
```
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[GitHub] [incubator-mxnet] access2rohit commented on issue #19268: split_and_load always returning NDArray
Posted by GitBox <gi...@apache.org>.
access2rohit commented on issue #19268:
URL: https://github.com/apache/incubator-mxnet/issues/19268#issuecomment-703844481
PR #19267 is merged now. Closing
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[GitHub] [incubator-mxnet] access2rohit closed issue #19268: split_and_load always returning NDArray
Posted by GitBox <gi...@apache.org>.
access2rohit closed issue #19268:
URL: https://github.com/apache/incubator-mxnet/issues/19268
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