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July 2, 2015 12:33
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Lasagne error cuDNN
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lasagne/tests/test_nonlinearities.py::TestNonlinearities::test_nonlinearity[softmax] FAILED | |
========================================================================= FAILURES ========================================================================== | |
_______________________________________________________ TestNonlinearities.test_nonlinearity[softmax] _______________________________________________________ | |
self = <test_nonlinearities.TestNonlinearities object at 0x7f7fba3b0850>, nonlinearity = 'softmax' | |
@pytest.mark.parametrize('nonlinearity', | |
['linear', 'rectify', | |
'leaky_rectify', 'sigmoid', | |
'tanh', 'softmax', | |
'leaky_rectify_0']) | |
def test_nonlinearity(self, nonlinearity): | |
import lasagne.nonlinearities | |
if nonlinearity == 'leaky_rectify_0': | |
from lasagne.nonlinearities import LeakyRectify | |
theano_nonlinearity = LeakyRectify(leakiness=0) | |
else: | |
theano_nonlinearity = getattr(lasagne.nonlinearities, | |
nonlinearity) | |
np_nonlinearity = getattr(self, nonlinearity) | |
X = T.matrix() | |
X0 = lasagne.utils.floatX(np.random.uniform(-3, 3, (10, 10))) | |
> theano_result = theano_nonlinearity(X).eval({X: X0}) | |
lasagne/tests/test_nonlinearities.py:47: | |
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ | |
/usr/local/lib/python2.7/dist-packages/theano/gof/graph.py:412: in eval | |
self._fn_cache[inputs] = theano.function(inputs, self) | |
/usr/local/lib/python2.7/dist-packages/theano/compile/function.py:266: in function | |
profile=profile) | |
/usr/local/lib/python2.7/dist-packages/theano/compile/pfunc.py:511: in pfunc | |
on_unused_input=on_unused_input) | |
/usr/local/lib/python2.7/dist-packages/theano/compile/function_module.py:1466: in orig_function | |
defaults) | |
/usr/local/lib/python2.7/dist-packages/theano/compile/function_module.py:1324: in create | |
input_storage=input_storage_lists) | |
/usr/local/lib/python2.7/dist-packages/theano/gof/link.py:519: in make_thunk | |
output_storage=output_storage)[:3] | |
/usr/local/lib/python2.7/dist-packages/theano/gof/vm.py:897: in make_all | |
no_recycling)) | |
/usr/local/lib/python2.7/dist-packages/theano/sandbox/cuda/__init__.py:259: in make_thunk | |
compute_map, no_recycling) | |
/usr/local/lib/python2.7/dist-packages/theano/gof/op.py:739: in make_thunk | |
output_storage=node_output_storage) | |
/usr/local/lib/python2.7/dist-packages/theano/gof/cc.py:1073: in make_thunk | |
keep_lock=keep_lock) | |
/usr/local/lib/python2.7/dist-packages/theano/gof/cc.py:1015: in __compile__ | |
keep_lock=keep_lock) | |
/usr/local/lib/python2.7/dist-packages/theano/gof/cc.py:1442: in cthunk_factory | |
key=key, lnk=self, keep_lock=keep_lock) | |
/usr/local/lib/python2.7/dist-packages/theano/gof/cmodule.py:1076: in module_from_key | |
module = lnk.compile_cmodule(location) | |
/usr/local/lib/python2.7/dist-packages/theano/gof/cc.py:1354: in compile_cmodule | |
preargs=preargs) | |
/usr/local/lib/python2.7/dist-packages/theano/sandbox/cuda/nvcc_compiler.py:434: in compile_str | |
return dlimport(lib_filename) | |
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ | |
fullpath = '/home/moose/.theano/compiledir_Linux-3.13--generic-x86_64-with-LinuxMint-17-qiana-x86_64-2.7.6-64/tmpMu3t3a/098256bac448c469f1a96db85c827ba5.so' | |
suffix = '.so' | |
def dlimport(fullpath, suffix=None): | |
"""Dynamically load a .so, .pyd, .dll, or .py file | |
:type fullpath: string | |
:param fullpath: a fully-qualified path do a compiled python module | |
:param suffix: a suffix to strip from the end of fullpath to get the | |
import name | |
:type suffix: string | |
:returns: the dynamically loaded module (from __import__) | |
""" | |
if not os.path.isabs(fullpath): | |
raise ValueError('`fullpath` must be an absolute path', fullpath) | |
if suffix is None: | |
if fullpath.endswith('.so'): | |
suffix = '.so' | |
elif fullpath.endswith('.pyd'): | |
suffix = '.pyd' | |
elif fullpath.endswith('.dll'): | |
suffix = '.dll' | |
elif fullpath.endswith('.py'): | |
suffix = '.py' | |
else: | |
suffix = '' | |
rval = None | |
if fullpath.endswith(suffix): | |
module_name = '.'.join(fullpath.split(os.path.sep)[-2:])[:-len(suffix)] | |
else: | |
raise ValueError('path has wrong suffix', (fullpath, suffix)) | |
workdir = fullpath[:-len(module_name) - 1 - len(suffix)] | |
_logger.debug("WORKDIR %s", workdir) | |
_logger.debug("module_name %s", module_name) | |
sys.path[0:0] = [workdir] # insert workdir at beginning (temporarily) | |
global import_time | |
try: | |
if importlib is not None: | |
if hasattr(importlib, "invalidate_caches"): | |
importlib.invalidate_caches() | |
t0 = time.time() | |
> rval = __import__(module_name, {}, {}, [module_name]) | |
E RuntimeError: ('The following error happened while compiling the node', GpuDnnSoftmax{tensor_format='bc01', mode='channel', algo='accurate'}(GpuContiguous.0), '\n', 'could not create cuDNN handle: CUDNN_STATUS_NOT_INITIALIZED', "[GpuDnnSoftmax{tensor_format='bc01', mode='channel', algo='accurate'}(<CudaNdarrayType(float32, (False, False, True, True))>)]") | |
/usr/local/lib/python2.7/dist-packages/theano/gof/cmodule.py:293: RuntimeError |
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