我一直在尝试按照此
测试deeplab的安装# From tensorflow/models/research/
python deeplab/model_test.py
但是，我收到了以下错误消息，具体而言，
2018-04-25 10:54:23.488868: W tensorflow/core/framework/op_kernel.cc:1273] OP_REQUIRES failed at mkl_concat_op.cc:784 : Aborted: Operation received an exception:Status: 3, message: could not create a concat primitive descriptor, in file tensorflow/core/kernels/mkl_concat_op.cc:781
E...
======================================================================
ERROR: testForwardpassDeepLabv3plus (__main__.DeeplabModelTest)
----------------------------------------------------------------------
The complete traceback is as follows
2018-04-25 10:54:23.488868: W tensorflow/core/framework/op_kernel.cc:1273] OP_REQUIRES failed at mkl_concat_op.cc:784 : Aborted: Operation received an exception:Status: 3, message: could not create a concat primitive descriptor, in file tensorflow/core/kernels/mkl_concat_op.cc:781
E...
======================================================================
ERROR: testForwardpassDeepLabv3plus (__main__.DeeplabModelTest)
----------------------------------------------------------------------
Traceback (most recent call last):
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1327, in _do_call
return fn(*args)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1312, in _run_fn
options, feed_dict, fetch_list, target_list, run_metadata)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1420, in _call_tf_sessionrun
status, run_metadata)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/site-packages/tensorflow/python/framework/errors_impl.py", line 516, in __exit__
c_api.TF_GetCode(self.status.status))
tensorflow.python.framework.errors_impl.AbortedError: Operation received an exception:Status: 3, message: could not create a concat primitive descriptor, in file tensorflow/core/kernels/mkl_concat_op.cc:781
[[Node: concat = _MklConcatV2[N=2, T=DT_FLOAT, Tidx=DT_INT32, _kernel="MklOp", _device="/job:localhost/replica:0/task:0/device:CPU:0"](ResizeBilinear, aspp0/Relu, concat/axis, DMT/_283, aspp0/Relu:1, DMT/_284)]]
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "deeplab/model_test.py", line 108, in testForwardpassDeepLabv3plus
outputs_to_scales_to_logits = sess.run(outputs_to_scales_to_logits)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 905, in run
run_metadata_ptr)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1140, in _run
feed_dict_tensor, options, run_metadata)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1321, in _do_run
run_metadata)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1340, in _do_call
raise type(e)(node_def, op, message)
tensorflow.python.framework.errors_impl.AbortedError: Operation received an exception:Status: 3, message: could not create a concat primitive descriptor, in file tensorflow/core/kernels/mkl_concat_op.cc:781
[[Node: concat = _MklConcatV2[N=2, T=DT_FLOAT, Tidx=DT_INT32, _kernel="MklOp", _device="/job:localhost/replica:0/task:0/device:CPU:0"](ResizeBilinear, aspp0/Relu, concat/axis, DMT/_283, aspp0/Relu:1, DMT/_284)]]
Caused by op 'concat', defined at:
File "deeplab/model_test.py", line 120, in <module>
tf.test.main()
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/site-packages/tensorflow/python/platform/test.py", line 76, in main
return _googletest.main(argv)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/site-packages/tensorflow/python/platform/googletest.py", line 99, in main
benchmark.benchmarks_main(true_main=main_wrapper)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/site-packages/tensorflow/python/platform/benchmark.py", line 338, in benchmarks_main
true_main()
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/site-packages/tensorflow/python/platform/googletest.py", line 98, in main_wrapper
return app.run(main=g_main, argv=args)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/site-packages/tensorflow/python/platform/app.py", line 126, in run
_sys.exit(main(argv))
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/site-packages/tensorflow/python/platform/googletest.py", line 69, in g_main
return unittest_main(argv=argv)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/unittest/main.py", line 95, in __init__
self.runTests()
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/unittest/main.py", line 256, in runTests
self.result = testRunner.run(self.test)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/unittest/runner.py", line 176, in run
test(result)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/unittest/suite.py", line 84, in __call__
return self.run(*args, **kwds)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/unittest/suite.py", line 122, in run
test(result)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/unittest/suite.py", line 84, in __call__
return self.run(*args, **kwds)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/unittest/suite.py", line 122, in run
test(result)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/unittest/case.py", line 653, in __call__
return self.run(*args, **kwds)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/unittest/case.py", line 605, in run
testMethod()
File "deeplab/model_test.py", line 105, in testForwardpassDeepLabv3plus
image_pyramid=[1.0])
File "/data/dsp_emerging/ugwz/virtualE/deeplab/models/research/deeplab/model.py", line 296, in multi_scale_logits
fine_tune_batch_norm=fine_tune_batch_norm)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/models/research/deeplab/model.py", line 461, in _get_logits
fine_tune_batch_norm=fine_tune_batch_norm)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/models/research/deeplab/model.py", line 424, in _extract_features
concat_logits = tf.concat(branch_logits, 3)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/site-packages/tensorflow/python/ops/array_ops.py", line 1181, in concat
return gen_array_ops.concat_v2(values=values, axis=axis, name=name)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/site-packages/tensorflow/python/ops/gen_array_ops.py", line 949, in concat_v2
"ConcatV2", values=values, axis=axis, name=name)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/site-packages/tensorflow/python/framework/op_def_library.py", line 787, in _apply_op_helper
op_def=op_def)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 3290, in create_op
op_def=op_def)
File "/data/dsp_emerging/ugwz/virtualE/deeplab/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1654, in __init__
self._traceback = self._graph._extract_stack() # pylint: disable=protected-access
AbortedError (see above for traceback): Operation received an exception:Status: 3, message: could not create a concat primitive descriptor, in file tensorflow/core/kernels/mkl_concat_op.cc:781
[[Node: concat = _MklConcatV2[N=2, T=DT_FLOAT, Tidx=DT_INT32, _kernel="MklOp", _device="/job:localhost/replica:0/task:0/device:CPU:0"](ResizeBilinear, aspp0/Relu, concat/axis, DMT/_283, aspp0/Relu:1, DMT/_284)]]
----------------------------------------------------------------------
Ran 5 tests in 23.571s
FAILED (errors=1)
答案 0 :(得分：0)
答案 1 :(得分：0)
在Google Colab中，在运行时类型Python2或Python3中，使用GPU，我使用命令运行时没有任何错误：
!git clone https://github.com/tensorflow/models.git
%env PYTHONPATH=/env/python/:/content/models/research/:/content/models/research/slim
!python /content/models/research/deeplab/model_test.py