Does Tensorflow optimize redundancy?
Example: A TF graph splits into different branches leading to different output layers. After the split different operations are done and then similar ones.
Is it beneficial to concatenate the different branches after the different operations and to continue with a single operation, or can I treat the branches separately for the sake of simplicity without losing performance?
performance tensorflow redundancy
asked Nov 21 '18 at 19:46
user10687698user10687698
11
add a comment |
Example: A TF graph splits into different branches leading to different output layers. After the split different operations are done and then similar ones.
Is it beneficial to concatenate the different branches after the different operations and to continue with a single operation, or can I treat the branches separately for the sake of simplicity without losing performance?
performance tensorflow redundancy
asked Nov 21 '18 at 19:46
user10687698user10687698
11
add a comment |
Example: A TF graph splits into different branches leading to different output layers. After the split different operations are done and then similar ones.
Is it beneficial to concatenate the different branches after the different operations and to continue with a single operation, or can I treat the branches separately for the sake of simplicity without losing performance?
performance tensorflow redundancy
asked Nov 21 '18 at 19:46
user10687698user10687698
11
Example: A TF graph splits into different branches leading to different output layers. After the split different operations are done and then similar ones.
Is it beneficial to concatenate the different branches after the different operations and to continue with a single operation, or can I treat the branches separately for the sake of simplicity without losing performance?
performance tensorflow redundancy
performance tensorflow redundancy
asked Nov 21 '18 at 19:46
user10687698user10687698
11
asked Nov 21 '18 at 19:46
user10687698user10687698
11
asked Nov 21 '18 at 19:46
user10687698user10687698
11
asked Nov 21 '18 at 19:46
user10687698user10687698
11
asked Nov 21 '18 at 19:46
user10687698user10687698
11
11
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%2f53419503%2fdoes-tensorflow-optimize-redundancy%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%2f53419503%2fdoes-tensorflow-optimize-redundancy%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
