Tensorflow r1.12: TypeError: Type already registered for SparseTensorValue when running a 2nd script
I have just built Tensorflow r1.12 from source in Ubuntu 16.04. The installation is successful.
When I run a certain script in Spyder at the 1st time, everything flows smoothly.
However, when I continue to run another script, following errors occur (which didn't happen previously):
File "/home/haohua/tf_env/lib/python3.6/site-packages/tensorflow/init.py", line 24, in
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "/home/haohua/tf_env/lib/python3.6/site-packages/tensorflow/python/init.py", line 70, in
from tensorflow.python.framework.framework_lib import * # pylint: disable=redefined-builtin
File "/home/haohua/tf_env/lib/python3.6/site-packages/tensorflow/python/framework/framework_lib.py", line 30, in
from tensorflow.python.framework.sparse_tensor import SparseTensor
File "/home/haohua/tf_env/lib/python3.6/site-packages/tensorflow/python/framework/sparse_tensor.py", line 248, in
pywrap_tensorflow.RegisterType("SparseTensorValue", SparseTensorValue)
TypeError: Type already registered for SparseTensorValue
The temporary solution to avoid such TypeError is to restart the kernel.
But I don't want to restart kernel at every single step of running a script.
Thus, I would like to ask for a critical solution for such kind of issue. Thank you in advance.
python-3.x tensorflow spyder
asked Nov 26 '18 at 8:15
Hao HuaHao Hua
464
add a comment |
I have just built Tensorflow r1.12 from source in Ubuntu 16.04. The installation is successful.
When I run a certain script in Spyder at the 1st time, everything flows smoothly.
However, when I continue to run another script, following errors occur (which didn't happen previously):
File "/home/haohua/tf_env/lib/python3.6/site-packages/tensorflow/init.py", line 24, in
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "/home/haohua/tf_env/lib/python3.6/site-packages/tensorflow/python/init.py", line 70, in
from tensorflow.python.framework.framework_lib import * # pylint: disable=redefined-builtin
File "/home/haohua/tf_env/lib/python3.6/site-packages/tensorflow/python/framework/framework_lib.py", line 30, in
from tensorflow.python.framework.sparse_tensor import SparseTensor
File "/home/haohua/tf_env/lib/python3.6/site-packages/tensorflow/python/framework/sparse_tensor.py", line 248, in
pywrap_tensorflow.RegisterType("SparseTensorValue", SparseTensorValue)
TypeError: Type already registered for SparseTensorValue
The temporary solution to avoid such TypeError is to restart the kernel.
But I don't want to restart kernel at every single step of running a script.
Thus, I would like to ask for a critical solution for such kind of issue. Thank you in advance.
python-3.x tensorflow spyder
asked Nov 26 '18 at 8:15
Hao HuaHao Hua
464
Does resetting your namespace by running%reset -fhelp?
– Carlos Cordoba
Nov 27 '18 at 2:51
@CarlosCordoba Unfortunately, the issue still exists in spyder. (Fyi, jupyter notebook worked well without needing of kernel restart).
– Hao Hua
Nov 27 '18 at 3:11
add a comment |
I have just built Tensorflow r1.12 from source in Ubuntu 16.04. The installation is successful.
When I run a certain script in Spyder at the 1st time, everything flows smoothly.
However, when I continue to run another script, following errors occur (which didn't happen previously):
File "/home/haohua/tf_env/lib/python3.6/site-packages/tensorflow/init.py", line 24, in
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "/home/haohua/tf_env/lib/python3.6/site-packages/tensorflow/python/init.py", line 70, in
from tensorflow.python.framework.framework_lib import * # pylint: disable=redefined-builtin
File "/home/haohua/tf_env/lib/python3.6/site-packages/tensorflow/python/framework/framework_lib.py", line 30, in
from tensorflow.python.framework.sparse_tensor import SparseTensor
File "/home/haohua/tf_env/lib/python3.6/site-packages/tensorflow/python/framework/sparse_tensor.py", line 248, in
pywrap_tensorflow.RegisterType("SparseTensorValue", SparseTensorValue)
TypeError: Type already registered for SparseTensorValue
The temporary solution to avoid such TypeError is to restart the kernel.
But I don't want to restart kernel at every single step of running a script.
Thus, I would like to ask for a critical solution for such kind of issue. Thank you in advance.
python-3.x tensorflow spyder
asked Nov 26 '18 at 8:15
Hao HuaHao Hua
464
I have just built Tensorflow r1.12 from source in Ubuntu 16.04. The installation is successful.
When I run a certain script in Spyder at the 1st time, everything flows smoothly.
However, when I continue to run another script, following errors occur (which didn't happen previously):
File "/home/haohua/tf_env/lib/python3.6/site-packages/tensorflow/init.py", line 24, in
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "/home/haohua/tf_env/lib/python3.6/site-packages/tensorflow/python/init.py", line 70, in
from tensorflow.python.framework.framework_lib import * # pylint: disable=redefined-builtin
File "/home/haohua/tf_env/lib/python3.6/site-packages/tensorflow/python/framework/framework_lib.py", line 30, in
from tensorflow.python.framework.sparse_tensor import SparseTensor
File "/home/haohua/tf_env/lib/python3.6/site-packages/tensorflow/python/framework/sparse_tensor.py", line 248, in
pywrap_tensorflow.RegisterType("SparseTensorValue", SparseTensorValue)
TypeError: Type already registered for SparseTensorValue
The temporary solution to avoid such TypeError is to restart the kernel.
But I don't want to restart kernel at every single step of running a script.
Thus, I would like to ask for a critical solution for such kind of issue. Thank you in advance.
python-3.x tensorflow spyder
python-3.x tensorflow spyder
asked Nov 26 '18 at 8:15
Hao HuaHao Hua
464
asked Nov 26 '18 at 8:15
Hao HuaHao Hua
464
edited Nov 27 '18 at 0:58
Hao Hua
asked Nov 26 '18 at 8:15
Hao HuaHao Hua
464
asked Nov 26 '18 at 8:15
Hao HuaHao Hua
464
asked Nov 26 '18 at 8:15
Hao HuaHao Hua
464
464
Does resetting your namespace by running%reset -fhelp?
– Carlos Cordoba
Nov 27 '18 at 2:51
@CarlosCordoba Unfortunately, the issue still exists in spyder. (Fyi, jupyter notebook worked well without needing of kernel restart).
– Hao Hua
Nov 27 '18 at 3:11
add a comment |
Does resetting your namespace by running%reset -fhelp?
– Carlos Cordoba
Nov 27 '18 at 2:51
@CarlosCordoba Unfortunately, the issue still exists in spyder. (Fyi, jupyter notebook worked well without needing of kernel restart).
– Hao Hua
Nov 27 '18 at 3:11
Does resetting your namespace by running
%reset -f help?– Carlos Cordoba
Nov 27 '18 at 2:51
Does resetting your namespace by running
%reset -f help?– Carlos Cordoba
Nov 27 '18 at 2:51
@CarlosCordoba Unfortunately, the issue still exists in spyder. (Fyi, jupyter notebook worked well without needing of kernel restart).
– Hao Hua
Nov 27 '18 at 3:11
@CarlosCordoba Unfortunately, the issue still exists in spyder. (Fyi, jupyter notebook worked well without needing of kernel restart).
– Hao Hua
Nov 27 '18 at 3:11
add a comment |
1 Answer
1
active
oldest
votes
Get rid of the import statement:
import tensorflow as tfSeems to work after that... it's kinda janky
answered Jan 10 at 3:44
jmoon0714jmoon0714
1
add a comment |
Your Answer
StackExchange.ifUsing("editor", function () {
StackExchange.using("externalEditor", function () {
StackExchange.using("snippets", function () {
StackExchange.snippets.init();
});
});
}, "code-snippets");
StackExchange.ready(function() {
var channelOptions = {
tags: "".split(" "),
id: "1"
};
initTagRenderer("".split(" "), "".split(" "), channelOptions);
StackExchange.using("externalEditor", function() {
// Have to fire editor after snippets, if snippets enabled
if (StackExchange.settings.snippets.snippetsEnabled) {
StackExchange.using("snippets", function() {
createEditor();
});
}
else {
createEditor();
}
});
function createEditor() {
StackExchange.prepareEditor({
heartbeatType: 'answer',
autoActivateHeartbeat: false,
convertImagesToLinks: true,
noModals: true,
showLowRepImageUploadWarning: true,
reputationToPostImages: 10,
bindNavPrevention: true,
postfix: "",
imageUploader: {
brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
allowUrls: true
},
onDemand: true,
discardSelector: ".discard-answer"
,immediatelyShowMarkdownHelp:true
});
}
});
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53477005%2ftensorflow-r1-12-typeerror-type-already-registered-for-sparsetensorvalue-when%23new-answer', 'question_page');
}
);
Post as a guest
Required, but never shown
1 Answer
1
active
oldest
votes
1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
Get rid of the import statement:
import tensorflow as tfSeems to work after that... it's kinda janky
answered Jan 10 at 3:44
jmoon0714jmoon0714
1
add a comment |
Get rid of the import statement:
import tensorflow as tfSeems to work after that... it's kinda janky
answered Jan 10 at 3:44
jmoon0714jmoon0714
1
add a comment |
Get rid of the import statement:
import tensorflow as tfSeems to work after that... it's kinda janky
answered Jan 10 at 3:44
jmoon0714jmoon0714
1
Get rid of the import statement:
import tensorflow as tfSeems to work after that... it's kinda janky
import tensorflow as tfimport tensorflow as tfanswered Jan 10 at 3:44
jmoon0714jmoon0714
1
answered Jan 10 at 3:44
jmoon0714jmoon0714
1
answered Jan 10 at 3:44
jmoon0714jmoon0714
1
answered Jan 10 at 3:44
jmoon0714jmoon0714
1
1
add a comment |
add a comment |
Thanks for contributing an answer to Stack Overflow!
- Please be sure to answer the question. Provide details and share your research!
But avoid …
- Asking for help, clarification, or responding to other answers.
- Making statements based on opinion; back them up with references or personal experience.
To learn more, see our tips on writing great answers.
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53477005%2ftensorflow-r1-12-typeerror-type-already-registered-for-sparsetensorvalue-when%23new-answer', 'question_page');
}
);
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Does resetting your namespace by running
%reset -fhelp?– Carlos Cordoba
Nov 27 '18 at 2:51
@CarlosCordoba Unfortunately, the issue still exists in spyder. (Fyi, jupyter notebook worked well without needing of kernel restart).
– Hao Hua
Nov 27 '18 at 3:11