What is the tensor name for input data in Keras
As for as my understanding y_true , and y_pred is the tensors for ground truth and predicted results. what is the tensor name for input_data in keras. I need the tensor name for the input data to calculate the residual loss
(loss = y_true - input_data_tensor - y_pred).
If define the custom loss function like the given below...
from keras import backend as K
def RESIDUAL_ERROR(inputs, y_true, y_pred):
loss_batch = K.reduce_mean(K.sqaure(y_true - inputs - y_pred))
print(loss_batch)
return loss_batch
But it give me the following error.
tensorflow keras
asked Jan 2 at 6:36
Siraj MuhammadSiraj Muhammad
115
add a comment |
As for as my understanding y_true , and y_pred is the tensors for ground truth and predicted results. what is the tensor name for input_data in keras. I need the tensor name for the input data to calculate the residual loss
(loss = y_true - input_data_tensor - y_pred).
If define the custom loss function like the given below...
from keras import backend as K
def RESIDUAL_ERROR(inputs, y_true, y_pred):
loss_batch = K.reduce_mean(K.sqaure(y_true - inputs - y_pred))
print(loss_batch)
return loss_batch
But it give me the following error.
tensorflow keras
asked Jan 2 at 6:36
Siraj MuhammadSiraj Muhammad
115
2
There is no such tensor in Keras.
– Matias Valdenegro
Jan 2 at 7:26
add a comment |
As for as my understanding y_true , and y_pred is the tensors for ground truth and predicted results. what is the tensor name for input_data in keras. I need the tensor name for the input data to calculate the residual loss
(loss = y_true - input_data_tensor - y_pred).
If define the custom loss function like the given below...
from keras import backend as K
def RESIDUAL_ERROR(inputs, y_true, y_pred):
loss_batch = K.reduce_mean(K.sqaure(y_true - inputs - y_pred))
print(loss_batch)
return loss_batch
But it give me the following error.
tensorflow keras
asked Jan 2 at 6:36
Siraj MuhammadSiraj Muhammad
115
As for as my understanding y_true , and y_pred is the tensors for ground truth and predicted results. what is the tensor name for input_data in keras. I need the tensor name for the input data to calculate the residual loss
(loss = y_true - input_data_tensor - y_pred).
If define the custom loss function like the given below...
from keras import backend as K
def RESIDUAL_ERROR(inputs, y_true, y_pred):
loss_batch = K.reduce_mean(K.sqaure(y_true - inputs - y_pred))
print(loss_batch)
return loss_batch
But it give me the following error.
tensorflow keras
tensorflow keras
asked Jan 2 at 6:36
Siraj MuhammadSiraj Muhammad
115
asked Jan 2 at 6:36
Siraj MuhammadSiraj Muhammad
115
edited Jan 2 at 8:09
Siraj Muhammad
asked Jan 2 at 6:36
Siraj MuhammadSiraj Muhammad
115
asked Jan 2 at 6:36
Siraj MuhammadSiraj Muhammad
115
asked Jan 2 at 6:36
Siraj MuhammadSiraj Muhammad
115
115
2
There is no such tensor in Keras.
– Matias Valdenegro
Jan 2 at 7:26
add a comment |
2
There is no such tensor in Keras.
– Matias Valdenegro
Jan 2 at 7:26
2
2
There is no such tensor in Keras.
– Matias Valdenegro
Jan 2 at 7:26
There is no such tensor in Keras.
– Matias Valdenegro
Jan 2 at 7:26
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%2f54002214%2fwhat-is-the-tensor-name-for-input-data-in-keras%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%2f54002214%2fwhat-is-the-tensor-name-for-input-data-in-keras%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
2
There is no such tensor in Keras.
– Matias Valdenegro
Jan 2 at 7:26