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Why does autograd not produce gradient for intermediate variables?

score 11193 · Answer 1 · 2024-11-23 19:00:57

1

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11193

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Why does autograd not produce gradient for intermediate variables?

11.1k views Asked by foobar At 23 November 2024 at 19:00

score 115 · Answer 2 · 2017-09-12 23:14:22

Computing tSNE gradient using autograd

115 views Asked by Injitea At 12 September 2017 at 23:14

score 524 · Answer 3 · 2020-09-27 20:06:49

Using Autograd .backward() function to calculate an intermediate value in the forward pass of Pytorch model

524 views Asked by somio sasa At 27 September 2020 at 20:06

score 156 · Answer 4 · 2024-11-23 16:07:24

Calculate gradient of validation error w.r.t inputs using Keras/Tensorflow or autograd

156 views Asked by Prameesha At 23 November 2024 at 16:07

score 4317 · Answer 5 · 2024-11-25 00:07:57

Conditional update in JAX?

4.3k views Asked by Andriy Drozdyuk At 25 November 2024 at 00:07

score 1021 · Answer 6 · 2020-10-24 12:11:03

PyTorch not updating weights when using autograd in loss function

1k views Asked by wil3 At 24 October 2020 at 12:11

score 27 · Answer 7 · 2023-10-26 12:11:28

Saving a Pytorch neural net (torch.autograd.grad included) as a Torch Script code

27 views Asked by RabieF At 26 October 2023 at 12:11

score 101 · Answer 8 · 2023-10-19 00:42:06

Higher-order derivatives in PyTorch increase in computation time exponentially

101 views Asked by Spherical Cow At 19 October 2023 at 00:42

score 240 · Answer 9 · 2024-11-25 00:46:21

PyTorch autograd: Efficient computation of Jacobian and Jacobian-Vector-product of scalar function over range of inputs

240 views Asked by Landscape At 25 November 2024 at 00:46

score 69 · Answer 10 · 2023-11-07 02:50:40

Pytorch - backward with complex numbers

69 views Asked by computational_scientist At 07 November 2023 at 02:50

TechQA.

List Question

Why does autograd not produce gradient for intermediate variables?

Computing tSNE gradient using autograd

Using Autograd .backward() function to calculate an intermediate value in the forward pass of Pytorch model

Calculate gradient of validation error w.r.t inputs using Keras/Tensorflow or autograd

Conditional update in JAX?

PyTorch not updating weights when using autograd in loss function

Saving a Pytorch neural net (torch.autograd.grad included) as a Torch Script code

Higher-order derivatives in PyTorch increase in computation time exponentially

PyTorch autograd: Efficient computation of Jacobian and Jacobian-Vector-product of scalar function over range of inputs

Pytorch - backward with complex numbers

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