Is training with cpu give different pattern than gpu on tensorboard?
Iam training my Tensorflow model on cpu 36 classes with 200 images for each class
After 3 days of training and 16,100 steps done
I got strange tensorboard scalar patterns like in the image (Group of lot peaks and bottoms - and i think it is increasing not decreaseing)
https://ibb.co/gH3DvL (image)
I didn’t saw it before with gpu
My question
Is this normal with training using cpu or there is something wrong?
Iam using win10 - cpu only - faster rcnn inception v2
Thanks !
tensorflow tensorboard
asked Nov 13 '18 at 18:25
dodu khaleddodu khaled
44
add a comment |
Iam training my Tensorflow model on cpu 36 classes with 200 images for each class
After 3 days of training and 16,100 steps done
I got strange tensorboard scalar patterns like in the image (Group of lot peaks and bottoms - and i think it is increasing not decreaseing)
https://ibb.co/gH3DvL (image)
I didn’t saw it before with gpu
My question
Is this normal with training using cpu or there is something wrong?
Iam using win10 - cpu only - faster rcnn inception v2
Thanks !
tensorflow tensorboard
asked Nov 13 '18 at 18:25
dodu khaleddodu khaled
44
add a comment |
Iam training my Tensorflow model on cpu 36 classes with 200 images for each class
After 3 days of training and 16,100 steps done
I got strange tensorboard scalar patterns like in the image (Group of lot peaks and bottoms - and i think it is increasing not decreaseing)
https://ibb.co/gH3DvL (image)
I didn’t saw it before with gpu
My question
Is this normal with training using cpu or there is something wrong?
Iam using win10 - cpu only - faster rcnn inception v2
Thanks !
tensorflow tensorboard
asked Nov 13 '18 at 18:25
dodu khaleddodu khaled
44
Iam training my Tensorflow model on cpu 36 classes with 200 images for each class
After 3 days of training and 16,100 steps done
I got strange tensorboard scalar patterns like in the image (Group of lot peaks and bottoms - and i think it is increasing not decreaseing)
https://ibb.co/gH3DvL (image)
I didn’t saw it before with gpu
My question
Is this normal with training using cpu or there is something wrong?
Iam using win10 - cpu only - faster rcnn inception v2
Thanks !
tensorflow tensorboard
tensorflow tensorboard
asked Nov 13 '18 at 18:25
dodu khaleddodu khaled
44
asked Nov 13 '18 at 18:25
dodu khaleddodu khaled
44
asked Nov 13 '18 at 18:25
dodu khaleddodu khaled
44
asked Nov 13 '18 at 18:25
dodu khaleddodu khaled
44
asked Nov 13 '18 at 18:25
dodu khaleddodu khaled
44
44
add a comment |
add a comment |
0
active
oldest
votes
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%2f53287327%2fis-training-with-cpu-give-different-pattern-than-gpu-on-tensorboard%23new-answer', 'question_page');
}
);
Post as a guest
Required, but never shown
0
active
oldest
votes
0
active
oldest
votes
active
oldest
votes
active
oldest
votes
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%2f53287327%2fis-training-with-cpu-give-different-pattern-than-gpu-on-tensorboard%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
