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Why does autograd not produce gradient for intermediate variables?

score 11258 · Answer 1 · 2024-12-30 01:14:04

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11258

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Why does autograd not produce gradient for intermediate variables?

11.2k views Asked by foobar At 30 December 2024 at 01:14

score 170 · Answer 2 · 2025-01-03 18:45:50

Computing tSNE gradient using autograd

170 views Asked by Injitea At 03 January 2025 at 18:45

score 585 · Answer 3 · 2025-01-03 19:06:02

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

585 views Asked by somio sasa At 03 January 2025 at 19:06

score 213 · Answer 4 · 2025-01-03 19:05:03

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

213 views Asked by Prameesha At 03 January 2025 at 19:05

score 4380 · Answer 5 · 2024-12-29 07:05:22

Conditional update in JAX?

4.3k views Asked by Andriy Drozdyuk At 29 December 2024 at 07:05

score 1072 · Answer 6 · 2025-01-03 18:58:04

PyTorch not updating weights when using autograd in loss function

1k views Asked by wil3 At 03 January 2025 at 18:58

score 83 · Answer 7 · 2024-12-30 16:44:13

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

83 views Asked by RabieF At 30 December 2024 at 16:44

score 160 · Answer 8 · 2025-01-03 19:02:54

Higher-order derivatives in PyTorch increase in computation time exponentially

160 views Asked by Spherical Cow At 03 January 2025 at 19:02

score 282 · Answer 9 · 2024-12-29 07:45:24

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

282 views Asked by Landscape At 29 December 2024 at 07:45

score 124 · Answer 10 · 2025-01-03 18:45:49

Pytorch - backward with complex numbers

124 views Asked by computational_scientist At 03 January 2025 at 18:45

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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