StackOverflow Questions for Tag: autograd

Foenkel

Reputation: 11

RuntimeError: Trying to backward through the graph a second time – How to resolve without using retain_graph=True?

pytorchneural-networkruntime-errorbackpropagationautograd

Score: 1

Answers: 0

user37292

Reputation: 342

A question on Autograd: result on scikit model

autograd

Score: -1

Answers: 0

Wout Rombouts

Reputation: 1739

Gradient computation with PyTorch autograd with 1st and 2nd order derivatives does not work

pythonmathpytorchautograd

Score: 0

Answers: 1

TalkArtFunDay

Reputation: 11

How does PyTorch autograd backpropogate successfully through non-tensor elements in the computational graph for the example REINFORCE code?

pytorchbackpropagationautogradpolicy-gradient-descent

Score: 1

Answers: 1

anirudh puligandla

Reputation: 57

Understanding pytorch custom activation Function

pytorchneural-networkcomplex-numbersautograd

Score: 0

Answers: 0

simon

Reputation: 23

How to multiply 2x3x3x3 matrix by 2x3 matrix to get 2x3 matrix

pythonpytorchmatrix-multiplicationautograd

Score: 2

Answers: 1

Jimut123

Reputation: 518

Problem in Backpropagation through a sample in Beta distribution in pytorch

pythonpytorchgradient-descentautograd

Score: 0

Answers: 1

Baron Yugovich

Reputation: 4315

RuntimeError: Trying to backward through the graph a second time on loss tensor

pythondeep-learningpytorchtensorautograd

Score: 2

Answers: 2

AnishSevekari

Reputation: 11

Trouble accessing saved_tensors in Jacobian Vector Product in Pytorch

pytorchautograd

Score: 0

Answers: 0

Donal Huang

Reputation: 11

Worries about break of Computational graph and not supported for autograd

pythonpytorchautograd

Score: 0

Answers: 0

Trailblazer

Reputation: 149

Autograd error caused by ReLU in Pytorch?

pythonpytorchneural-networkautogradrelu

Score: 1

Answers: 1

Jimut123

Reputation: 518

Unable to update a latent vector using custom loss function in pytorch

pythondeep-learningpytorchautograd

Score: 0

Answers: 1

Hossein

Reputation: 26004

How to implement contractive autoencoder in Pytorch?

pythondeep-learningpytorchautoencoderautograd

Score: 2

Answers: 2

Klae zhou

Reputation: 1

Autograd on a specific layer’s parameters

machine-learningdeep-learningpytorchgradient-descentautograd

Score: 0

Answers: 0

Haosheng Tan

Reputation: 1

Error RuntimeError: Trying to backward through the graph a second time (or directly access saved tensors after they have already been freed)

pythonpytorchloss-functionautograd

Score: 0

Answers: 0

Cedric Martens

Reputation: 1199

When I run without CUDA: Function ‘PowBackward0’ returned nan values in its 0th output

pythonpytorchautograd

Score: 3

Answers: 2

pasternak

Reputation: 403

usage of retain graph in pytorch

pythonpytorchtensorautograd

Score: 3

Answers: 1

elling2000

Reputation: 1

Autograd functions for sparse tensor operations using sksparse.cholmod

pytorchsparse-matrixautogradsuitesparse

Score: 0

Answers: 0

kf064

Reputation: 20

How can requires_grad be True immediately after I set it to False within a training loop, but not outside?

pytorchreinforcement-learningautogradactor-critics

Score: 0

Answers: 0

Kaiwen

Reputation: 367

How to compute gradient of loss wrt many inputs in pytorch

pytorchautograd

Score: 1

Answers: 0

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