Failed to run TensorFlow inference
I have a problem with running my trained yolov2 network on android. I am using this project for my testing https://github.com/szaza/android-yolo-v2.
The provided network is working just fine. The problem only exists with my trained network. I converted my yolov2.weights file to a pb file using darkflow. I tried to find information on the type of error I am facing but my understanding of the inner workings of TensorFlow are too little to get what is happening.
It looks like the frozen graph is loading properly:
I/TensorFlowInferenceInterface: Successfully loaded model from 'file:///android_asset/yolov2_finderpatterns.pb'
So I guess TensorFlow has problems with something else maybe someone can explain to me what this error means:
E/TensorFlowInferenceInterface: Failed to run TensorFlow inference with inputs:[input], outputs:[output]
E/AndroidRuntime: FATAL EXCEPTION: inference
Process: org.tensorflow.yolo, PID: 16974
java.lang.IllegalArgumentException: No OpKernel was registered to support Op 'ExtractImagePatches' with these attrs. Registered devices: [CPU], Registered kernels:
<no registered kernels>
[[{{node ExtractImagePatches}} = ExtractImagePatches[T=DT_FLOAT, ksizes=[1, 2, 2, 1], padding="VALID", rates=[1, 1, 1, 1], strides=[1, 2, 2, 1]](47-leaky)]]
android tensorflow edited Jan 18 at 17:32
Fantômas
32.4k156388
asked Jan 18 at 16:05
kyodukyodu
194
add a comment |
I have a problem with running my trained yolov2 network on android. I am using this project for my testing https://github.com/szaza/android-yolo-v2.
The provided network is working just fine. The problem only exists with my trained network. I converted my yolov2.weights file to a pb file using darkflow. I tried to find information on the type of error I am facing but my understanding of the inner workings of TensorFlow are too little to get what is happening.
It looks like the frozen graph is loading properly:
I/TensorFlowInferenceInterface: Successfully loaded model from 'file:///android_asset/yolov2_finderpatterns.pb'
So I guess TensorFlow has problems with something else maybe someone can explain to me what this error means:
E/TensorFlowInferenceInterface: Failed to run TensorFlow inference with inputs:[input], outputs:[output]
E/AndroidRuntime: FATAL EXCEPTION: inference
Process: org.tensorflow.yolo, PID: 16974
java.lang.IllegalArgumentException: No OpKernel was registered to support Op 'ExtractImagePatches' with these attrs. Registered devices: [CPU], Registered kernels:
<no registered kernels>
[[{{node ExtractImagePatches}} = ExtractImagePatches[T=DT_FLOAT, ksizes=[1, 2, 2, 1], padding="VALID", rates=[1, 1, 1, 1], strides=[1, 2, 2, 1]](47-leaky)]]
edited Jan 18 at 17:32
Fantômas
32.4k156388
asked Jan 18 at 16:05
kyodukyodu
194
add a comment |
I have a problem with running my trained yolov2 network on android. I am using this project for my testing https://github.com/szaza/android-yolo-v2.
The provided network is working just fine. The problem only exists with my trained network. I converted my yolov2.weights file to a pb file using darkflow. I tried to find information on the type of error I am facing but my understanding of the inner workings of TensorFlow are too little to get what is happening.
It looks like the frozen graph is loading properly:
I/TensorFlowInferenceInterface: Successfully loaded model from 'file:///android_asset/yolov2_finderpatterns.pb'
So I guess TensorFlow has problems with something else maybe someone can explain to me what this error means:
E/TensorFlowInferenceInterface: Failed to run TensorFlow inference with inputs:[input], outputs:[output]
E/AndroidRuntime: FATAL EXCEPTION: inference
Process: org.tensorflow.yolo, PID: 16974
java.lang.IllegalArgumentException: No OpKernel was registered to support Op 'ExtractImagePatches' with these attrs. Registered devices: [CPU], Registered kernels:
<no registered kernels>
[[{{node ExtractImagePatches}} = ExtractImagePatches[T=DT_FLOAT, ksizes=[1, 2, 2, 1], padding="VALID", rates=[1, 1, 1, 1], strides=[1, 2, 2, 1]](47-leaky)]]
edited Jan 18 at 17:32
Fantômas
32.4k156388
asked Jan 18 at 16:05
kyodukyodu
194
I have a problem with running my trained yolov2 network on android. I am using this project for my testing https://github.com/szaza/android-yolo-v2.
The provided network is working just fine. The problem only exists with my trained network. I converted my yolov2.weights file to a pb file using darkflow. I tried to find information on the type of error I am facing but my understanding of the inner workings of TensorFlow are too little to get what is happening.
It looks like the frozen graph is loading properly:
I/TensorFlowInferenceInterface: Successfully loaded model from 'file:///android_asset/yolov2_finderpatterns.pb'
So I guess TensorFlow has problems with something else maybe someone can explain to me what this error means:
E/TensorFlowInferenceInterface: Failed to run TensorFlow inference with inputs:[input], outputs:[output]
E/AndroidRuntime: FATAL EXCEPTION: inference
Process: org.tensorflow.yolo, PID: 16974
java.lang.IllegalArgumentException: No OpKernel was registered to support Op 'ExtractImagePatches' with these attrs. Registered devices: [CPU], Registered kernels:
<no registered kernels>
[[{{node ExtractImagePatches}} = ExtractImagePatches[T=DT_FLOAT, ksizes=[1, 2, 2, 1], padding="VALID", rates=[1, 1, 1, 1], strides=[1, 2, 2, 1]](47-leaky)]]
edited Jan 18 at 17:32
Fantômas
32.4k156388
asked Jan 18 at 16:05
kyodukyodu
194
edited Jan 18 at 17:32
Fantômas
32.4k156388
asked Jan 18 at 16:05
kyodukyodu
194
edited Jan 18 at 17:32
Fantômas
32.4k156388
edited Jan 18 at 17:32
Fantômas
32.4k156388
edited Jan 18 at 17:32
Fantômas
32.4k156388
32.4k156388
asked Jan 18 at 16:05
kyodukyodu
194
asked Jan 18 at 16:05
kyodukyodu
194
asked Jan 18 at 16:05
kyodukyodu
194
194
add a comment |
add a comment |
1 Answer
1
active
oldest
votes
There is an issue in tensorflow repository, with a solution , please see this issue
answered Jan 18 at 17:50
abcdaireabcdaire
536118
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%2f54257552%2ffailed-to-run-tensorflow-inference%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
There is an issue in tensorflow repository, with a solution , please see this issue
answered Jan 18 at 17:50
abcdaireabcdaire
536118
add a comment |
There is an issue in tensorflow repository, with a solution , please see this issue
answered Jan 18 at 17:50
abcdaireabcdaire
536118
add a comment |
There is an issue in tensorflow repository, with a solution , please see this issue
answered Jan 18 at 17:50
abcdaireabcdaire
536118
There is an issue in tensorflow repository, with a solution , please see this issue
answered Jan 18 at 17:50
abcdaireabcdaire
536118
answered Jan 18 at 17:50
abcdaireabcdaire
536118
answered Jan 18 at 17:50
abcdaireabcdaire
536118
answered Jan 18 at 17:50
abcdaireabcdaire
536118
536118
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%2f54257552%2ffailed-to-run-tensorflow-inference%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
