Segmentation with spearmanr

[ZeweiChu]

I got segmentation fault everytime I run the STS tasks. After some investigation I found that the error comes from the the spearmanr function in sts.py.

I am using python 3.7, scipy 1.2.0, pytorch 0.4.1.

Here are the logs:

sys_scores
[0.53282106, 0.56179583, 0.63689476, 0.52020013, 0.70368159, 0.85529864, 0.69405955, 0.80750644, 0.50071383, 0.78061992, 0.73714286, 0.74759108, 0.77318597, 0.61328888, 0.82235664, 0.67099679, 0.46783599, 0.87001014, 0.67212039, 0.52007401, 0.60244519, 0.56914616, 0.55294085, 0.55580038, 0.7000789, 0.37525794, 0.6046868, 0.53792733, 0.57309884, 0.78869909, 0.52774405, 0.69139481, 0.6898036, 0.6959576, 0.62821692, 0.68083483, 0.56105924, 0.59035391, 0.54674476, 0.73587191, 0.75334722, 0.74477309, 0.80102426, 0.64415872, 0.56861484, 0.52249408, 0.58139539, 0.82671714, 0.74536121, 0.77357376, 0.70629591, 0.40831181, 0.66388333, 0.60138464, 0.82425904, 0.74319339, 0.67951113, 0.70138073, 0.77270043, 0.78673518, 0.71917921, 0.78075945, 0.7851581, 0.70233256, 0.78714317, 0.58923429, 0.64612728, 0.57743275, 0.67893326, 0.77131927, 0.54793221, 0.79382974, 0.7107833, 0.65085924, 0.43631819, 0.79180443, 0.69630986, 0.8032608, 0.6845845, 0.67379141, 0.60308737, 0.49806148, 0.7866559, 0.49621186, 0.80384904, 0.79054737, 0.834279, 0.59118289, 0.71131784, 0.74815035, 0.7889083, 0.61007786, 0.70626193, 0.31144464, 0.52034998, 0.85465163, 0.64460927, 0.72596329, 0.62866676, 0.76025343, 0.83724588, 0.77664566, 0.75103313, 0.61436921, 0.54367328, 0.80471706, 0.6748184, 0.67683917, 0.71606731, 0.74000257, 0.53928262, 0.68466693, 0.71783888, 0.70335972, 0.71639985, 0.67988008, 0.61855751, 0.81000304, 0.87668842, 0.69470048, 0.76580679, 0.48343068, 0.72444898, 0.66337252, 0.77593547, 0.62781852, 0.77682769, 0.46797526, 0.70053804, 0.65706426, 0.63090724, 0.77131999, 0.56111509, 0.72701353, 0.72136265, 0.72380322, 0.71729803, 0.72381616, 0.76242697, 0.7080372, 0.39157203, 0.65572792, 0.69320512, 0.73564279, 0.76948404, 0.67487121, 0.57728362, 0.75574845, 0.63954127, 0.66635221, 0.71936178, 0.52472252, 0.57108057, 0.66900474, 0.85823673, 0.73608321, 0.77027607, 0.61897272, 0.74442381, 0.67931819, 0.85658896, 0.66424078, 0.68785131, 0.64514256, 0.69124854, 0.66538209, 0.77916342, 0.74337095, 0.78974795, 0.4712033, 0.70299804, 0.62414801, 0.73369694, 0.64495879, 0.6124332, 0.8495757, 0.6273331, 0.78814358, 0.66349941, 0.72749186, 0.73088801, 0.71480709, 0.66348439, 0.71329457, 0.59407598, 0.67095512, 0.59238553, 0.58496535, 0.64888179]
gs_scores
[0.2, 2.0, 2.4, 0.0, 2.6, 3.4, 0.0, 1.0, 1.6, 2.2, 2.0, 1.4, 3.8, 1.2, 1.6, 0.0, 0.4, 1.0, 2.6, 3.4, 1.2, 0.4, 3.2, 2.4, 1.6, 0.0, 1.8, 0.6, 0.2, 2.2, 3.4, 1.4, 2.2, 1.0, 2.6, 0.0, 2.4, 2.6, 0.2, 1.4, 2.6, 2.2, 2.6, 2.0, 3.2, 0.8, 0.4, 2.0, 2.0, 2.2, 1.6, 2.8, 2.4, 3.2, 2.8, 3.0, 0.4, 0.0, 2.0, 0.4, 1.8, 3.2, 2.8, 0.8, 2.8, 0.2, 2.66666666666667, 0.0, 0.8, 0.8, 1.8, 1.8, 4.0, 0.4, 0.0, 0.8, 0.6, 0.8, 1.2, 2.4, 0.0, 0.0, 3.4, 1.0, 2.6, 2.0, 1.8, 0.8, 0.8, 1.6, 0.4, 1.5, 0.6, 0.6, 2.0, 2.0, 0.0, 1.4, 2.6, 2.4, 0.8, 1.2, 1.6, 0.2, 0.8, 1.8, 1.0, 1.5, 1.2, 2.4, 2.0, 1.0, 1.2, 1.6, 0.0, 2.2, 0.6, 1.4, 2.6, 0.0, 2.2, 1.6, 0.8, 2.6, 1.4, 0.0, 0.8, 0.2, 1.4, 1.2, 0.8, 2.4, 0.0, 2.2, 1.0, 2.2, 1.2, 0.6, 2.0, 1.6, 0.0, 0.8, 1.6, 3.0, 1.6, 0.0, 0.0, 2.6, 0.0, 1.6, 0.4, 0.6, 2.8, 2.6, 2.0, 1.0, 0.8, 1.8, 2.8, 2.8, 1.6, 1.33333333333333, 1.8, 1.8, 2.0, 1.6, 0.8, 0.6, 1.2, 1.0, 2.2, 0.0, 3.0, 0.2, 0.8, 2.4, 1.2, 2.25, 0.0, 1.2, 3.2, 2.4, 0.0, 0.4, 0.8, 0.0, 1.6, 1.2, 1.4]
spearmanr
<function spearmanr at 0x7fe1abaf5488>
spearmanr(sys_scores, gs_scores)
6735 Segmentation fault

[ZeweiChu]

I think it has something to do with the GPU in our cluster. After I changed to another node in the cluster the bug disappeared.