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InvalidArgumentError : No OpKernel was registered to support Op 'FarthestPointSample #54

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hiwasawa0715 opened this issue Aug 24, 2019 · 7 comments

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@hiwasawa0715
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I tried to run "train.py"(process 5 train at "usage").
But, I get the following "InvalidArgumentError" error.
Please tell me how to deal with this problem.

[my environment]
ubuntu 16.04
cuda 9.0
cudnn 7.5.0
[anaconda3]
python 3.6
tensorflow 1.12.0
tensorflow-gpu 1.12.0
scikit-learn 0.21.3
open3d-python 0.7.0.0


tensorflow.python.framework.errors_impl.InvalidArgumentError: No OpKernel was registered to support Op 'FarthestPointSample' with these attrs. Registered devices: [CPU,XLA_CPU], Registered kernels:
device='GPU'

 [[{{node layer1/FarthestPointSample}} = FarthestPointSample[npoint=1024, _device="/device:GPU:0"](Slice)]]

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File "train.py", line 469, in
train()
File "train.py", line 410, in train
sess.run(tf.global_variables_initializer())
File "/home/uname/anaconda3/envs/pointNet2_py36/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 929, in run
run_metadata_ptr)
File "/home/uname/anaconda3/envs/pointNet2_py36/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1152, in _run
feed_dict_tensor, options, run_metadata)
File "/home/uname/anaconda3/envs/pointNet2_py36/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1328, in _do_run
run_metadata)
File "/home/uname/anaconda3/envs/pointNet2_py36/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1348, in _do_call
raise type(e)(node_def, op, message)
tensorflow.python.framework.errors_impl.InvalidArgumentError: No OpKernel was registered to support Op 'FarthestPointSample' with these attrs. Registered devices: [CPU,XLA_CPU], Registered kernels:
device='GPU'

 [[node layer1/FarthestPointSample (defined at <string>:103)  = FarthestPointSample[npoint=1024, _device="/device:GPU:0"](Slice)]]

Caused by op 'layer1/FarthestPointSample', defined at:
File "train.py", line 469, in
train()
File "train.py", line 359, in train
bn_decay=bn_decay,
File "/home/uname/PointNet2/Open3D-PointNet2-Semantic3D-master/model.py", line 47, in get_model
scope="layer1",
File "/home/uname/PointNet2/Open3D-PointNet2-Semantic3D-master/util/pointnet_util.py", line 144, in pointnet_sa_module
npoint, radius, nsample, xyz, points, knn, use_xyz
File "/home/uname/PointNet2/Open3D-PointNet2-Semantic3D-master/util/pointnet_util.py", line 37, in sample_and_group
xyz, farthest_point_sample(npoint, xyz)
File "/home/uname/PointNet2/Open3D-PointNet2-Semantic3D-master/tf_ops/tf_sampling.py", line 69, in farthest_point_sample
return sampling_module.farthest_point_sample(inp, npoint)
File "", line 103, in farthest_point_sample
File "/home/uname/anaconda3/envs/pointNet2_py36/lib/python3.6/site-packages/tensorflow/python/framework/op_def_library.py", line 787, in _apply_op_helper
op_def=op_def)
File "/home/uname/anaconda3/envs/pointNet2_py36/lib/python3.6/site-packages/tensorflow/python/util/deprecation.py", line 488, in new_func
return func(*args, **kwargs)
File "/home/uname/anaconda3/envs/pointNet2_py36/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 3274, in create_op
op_def=op_def)
File "/home/uname/anaconda3/envs/pointNet2_py36/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1770, in init
self._traceback = tf_stack.extract_stack()

InvalidArgumentError (see above for traceback): No OpKernel was registered to support Op 'FarthestPointSample' with these attrs. Registered devices: [CPU,XLA_CPU], Registered kernels:
device='GPU'

 [[node layer1/FarthestPointSample (defined at <string>:103)  = FarthestPointSample[npoint=1024, _device="/device:GPU:0"](Slice)]]
@windcatcher
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me too

@monroe-dev
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same error,

@ytyfeng
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ytyfeng commented Feb 14, 2020

Did you see if test_tf_ops.py worked?

@davidlmljll
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Hello,Is the problem solved?

@ali-mz
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ali-mz commented Mar 20, 2020

same error

@asadabbas09
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any update? I'm also getting this error.

@Charlie-0118
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me too, anyone knows how to fix it?

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