Otherend1
commented
4 years ago You should run the inference on CPU and add this to your code :
from tensorflow.compat.v1 import ConfigProto
from tensorflow.compat.v1 import InteractiveSession
config = ConfigProto()
config.gpu_options.allow_growth = True
session = InteractiveSession(config=config)
2020-05-02 14:57:04.229492: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudnn.so.7 2020-05-02 14:57:04.700661: E tensorflow/stream_executor/cuda/cuda_dnn.cc:329] Could not create cudnn handle: CUDNN_STATUS_INTERNAL_ERROR 2020-05-02 14:57:04.703054: E tensorflow/stream_executor/cuda/cuda_dnn.cc:329] Could not create cudnn handle: CUDNN_STATUS_INTERNAL_ERROR Traceback (most recent call last): File "facepad-test.py", line 222, in
scfile = evaluate_image(vdfile,scfile)
File "facepad-test.py", line 135, in evaluate_image sc = sess.run(scores,feed_dict={image : face_raw}) File "/usr/local/lib/python2.7/dist-packages/tensorflow_core/python/client/session.py", line 956, in run run_metadata_ptr) File "/usr/local/lib/python2.7/dist-packages/tensorflow_core/python/client/session.py", line 1180, in _run feed_dict_tensor, options, run_metadata) File "/usr/local/lib/python2.7/dist-packages/tensorflow_core/python/client/session.py", line 1359, in _do_run run_metadata) File "/usr/local/lib/python2.7/dist-packages/tensorflow_core/python/client/session.py", line 1384, in _do_call raise type(e)(node_def, op, message) tensorflow.python.framework.errors_impl.UnknownError: 2 root error(s) found. (0) Unknown: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above. [[node FirstAMIN/conv0/convolution (defined at /usr/local/lib/python2.7/dist-packages/tensorflow_core/python/framework/ops.py:1748) ]] (1) Unknown: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above. [[node FirstAMIN/conv0/convolution (defined at /usr/local/lib/python2.7/dist-packages/tensorflow_core/python/framework/ops.py:1748) ]] [[Mean_2/_399]] 0 successful operations. 0 derived errors ignored.
Original stack trace for u'FirstAMIN/conv0/convolution': File "facepad-test.py", line 222, in
scfile = evaluate_image(vdfile,scfile)
File "facepad-test.py", line 109, in evaluate_image
export_dir)
File "/usr/local/lib/python2.7/dist-packages/tensorflow_core/python/util/deprecation.py", line 324, in new_func
return func(*args, kwargs)
File "/usr/local/lib/python2.7/dist-packages/tensorflow_core/python/saved_model/loader_impl.py", line 269, in load
return loader.load(sess, tags, import_scope, saver_kwargs)
File "/usr/local/lib/python2.7/dist-packages/tensorflow_core/python/saved_model/loader_impl.py", line 422, in load
saver_kwargs)
File "/usr/local/lib/python2.7/dist-packages/tensorflow_core/python/saved_model/loader_impl.py", line 352, in load_graph
meta_graph_def, import_scope=import_scope, saver_kwargs)
File "/usr/local/lib/python2.7/dist-packages/tensorflow_core/python/training/saver.py", line 1477, in _import_meta_graph_with_return_elements
*kwargs))
File "/usr/local/lib/python2.7/dist-packages/tensorflow_core/python/framework/meta_graph.py", line 809, in import_scoped_meta_graph_with_return_elements
return_elements=return_elements)
File "/usr/local/lib/python2.7/dist-packages/tensorflow_core/python/util/deprecation.py", line 507, in new_func
return func(args, **kwargs)
File "/usr/local/lib/python2.7/dist-packages/tensorflow_core/python/framework/importer.py", line 405, in import_graph_def
producer_op_list=producer_op_list)
File "/usr/local/lib/python2.7/dist-packages/tensorflow_core/python/framework/importer.py", line 517, in _import_graph_def_internal
_ProcessNewOps(graph)
File "/usr/local/lib/python2.7/dist-packages/tensorflow_core/python/framework/importer.py", line 243, in _ProcessNewOps
for new_op in graph._add_new_tf_operations(compute_devices=False): # pylint: disable=protected-access
File "/usr/local/lib/python2.7/dist-packages/tensorflow_core/python/framework/ops.py", line 3561, in _add_new_tf_operations
for c_op in c_api_util.new_tf_operations(self)
File "/usr/local/lib/python2.7/dist-packages/tensorflow_core/python/framework/ops.py", line 3451, in _create_op_from_tf_operation
ret = Operation(c_op, self)
File "/usr/local/lib/python2.7/dist-packages/tensorflow_core/python/framework/ops.py", line 1748, in init
self._traceback = tf_stack.extract_stack()