[v1.x][LT] Add forward & backward linalg.gemm test for large size #18825

ChaiBapchya · 2020-07-30T01:08:29Z

Description

Tests mx.nd.linalg.gemm operator for large size tensor [not large dimension]

Results

 python3 -m pytest -s --exitfirst --verbose tests/nightly/test_large_array.py::test_linalg

============================================================================================================================= test session starts ==============================================================================================================================
platform linux -- Python 3.7.7, pytest-5.4.1, py-1.8.1, pluggy-0.13.1 -- /home/ubuntu/anaconda3/bin/python3
cachedir: .pytest_cache
hypothesis profile 'default' -> database=DirectoryBasedExampleDatabase('/home/ubuntu/chai-mxnet/.hypothesis/examples')
rootdir: /home/ubuntu/chai-mxnet
plugins: remotedata-0.3.2, openfiles-0.4.0, astropy-header-0.1.2, hypothesis-5.8.3, arraydiff-0.3, doctestplus-0.5.0
collected 1 item

tests/nightly/test_large_array.py::test_linalg [05:24:49] ../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.
PASSED

=============================================================================================================================== warnings summary ===============================================================================================================================
/home/ubuntu/anaconda3/lib/python3.7/site-packages/nose/importer.py:12
  /home/ubuntu/anaconda3/lib/python3.7/site-packages/nose/importer.py:12: DeprecationWarning: the imp module is deprecated in favour of importlib; see the module's documentation for alternative uses
    from imp import find_module, load_module, acquire_lock, release_lock

-- Docs: https://docs.pytest.org/en/latest/warnings.html
=================================================================================================================== 1 passed, 1 warning in 583.43s (0:09:43) ===================================================================================================================

Comments

FIxes indent in linalg.gemm2 test
Removes hardcode & replaces with "perturbation" for gradient checks

mxnet-bot · 2020-07-30T01:08:31Z

Hey @ChaiBapchya , Thanks for submitting the PR
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tests/nightly/test_large_array.py

access2rohit · 2020-07-30T05:16:15Z

left nitpicky comments. Rest LGTM !

access2rohit · 2020-07-30T06:38:33Z

tests/nightly/test_large_array.py

+                out = mx.nd.linalg.gemm(inp1, inp2, inp3, transpose_b=True)
+            return inp1.grad, inp2.grad, inp3.grad, out
+
+        inp1 = mx.nd.ones(shape=(MEDIUM_X, SMALL_Y, MEDIUM_X))


spaces around =

It's incorrect according to PEP8 style guide Python
https://www.python.org/dev/peps/pep-0008/

access2rohit · 2020-07-30T06:38:40Z

tests/nightly/test_large_array.py

+        inp1 = mx.nd.ones(shape=(MEDIUM_X, SMALL_Y, MEDIUM_X))
+        perturbation = 0.2
+        inp1[0][0][0] = perturbation
+        inp2 = mx.nd.ones(shape=(MEDIUM_X, SMALL_Y, MEDIUM_X))


spaces around =

It's incorrect according to PEP8 style guide Python
https://www.python.org/dev/peps/pep-0008/

access2rohit · 2020-07-30T06:38:47Z

tests/nightly/test_large_array.py

+        perturbation = 0.2
+        inp1[0][0][0] = perturbation
+        inp2 = mx.nd.ones(shape=(MEDIUM_X, SMALL_Y, MEDIUM_X))
+        inp3 = mx.nd.ones(shape=(MEDIUM_X, SMALL_Y, SMALL_Y))


It's incorrect according to PEP8 style guide Python
https://www.python.org/dev/peps/pep-0008/

ChaiBapchya · 2020-07-30T08:08:20Z

@mxnet-bot run ci [centos-cpu]

mxnet-bot · 2020-07-30T08:08:24Z

Jenkins CI successfully triggered : [centos-cpu]

add test for linalg.gemm

5b0ecae

access2rohit reviewed Jul 30, 2020

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access2rohit reviewed Jul 30, 2020

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access2rohit reviewed Jul 30, 2020

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fix indents

e4f67fb

access2rohit reviewed Jul 30, 2020

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ChaiBapchya mentioned this pull request Jul 30, 2020

flaky test: test_gluon_data_vision.test_random_transforms #17369

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Zha0q1 approved these changes Jul 30, 2020

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access2rohit approved these changes Jul 30, 2020

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sandeep-krishnamurthy merged commit 84c9e0d into apache:v1.x Jul 30, 2020

ChaiBapchya deleted the add_lt_gemm_test branch July 30, 2020 19:55

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[v1.x][LT] Add forward & backward linalg.gemm test for large size #18825

[v1.x][LT] Add forward & backward linalg.gemm test for large size #18825

ChaiBapchya commented Jul 30, 2020 •

edited

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mxnet-bot commented Jul 30, 2020

[v1.x][LT] Add forward & backward linalg.gemm test for large size #18825

[v1.x][LT] Add forward & backward linalg.gemm test for large size #18825

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ChaiBapchya commented Jul 30, 2020 • edited Loading

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ChaiBapchya commented Jul 30, 2020 •

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