amirgholami PyHessian issues

amirgholami / PyHessian

PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks

MIT License

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How to execute pyhessian using DDP.

#26 MiracleLin001 opened 1 week ago
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Question about backward() with create_graph=True warning

#25 Matthew-Vandergrift opened 4 months ago
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feat: add support for weight_decay

#24 dgcnz opened 7 months ago
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Fix a minor mistake in hessian.py

#23 leiweimu closed 10 months ago
1
Changed the deprecated torch.eig function to torch.linalg.eig with ex…

#22 zussini closed 10 months ago
2
deprecation of torch.eig method

#21 zussini opened 10 months ago
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No module named 'pyhessian.client'

#20 whitehelmet opened 11 months ago
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Potential bugs

#19 yxiao54 opened 1 year ago
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torch.eig deprecated

#18 dsm-72 closed 1 year ago
3
torch.eig deprecated please use torch.linalg.eig for line 261 of hessian.py

#17 dsm-72 opened 1 year ago
2
How to calculate average Hessian trace?

#16 litingsjj opened 2 years ago
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edits for PINN/custom loss functions

#15 rmojgani opened 2 years ago
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Computing sum of square of diagonal entries of Hessian

#14 atif-hassan opened 2 years ago
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Where is the hessian trace calculation w.r.t activations?

#13 Phuoc-Hoan-Le opened 2 years ago
1
RuntimeError: element 0 of variables does not require grad and does not have a grad_fn

#12 taeheej opened 2 years ago
2
Hi, a question of inconsistency of the dymamics of tr(FIM) and tr(H).

#11 wizard1203 opened 2 years ago
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How do we compute eigenvalues of Hessian matrices for each weight matrices or for each module in a model rather than calculating the eigenvalue for the whole model??

#10 Phuoc-Hoan-Le opened 3 years ago
10
Hi! Can Pyhessian Perform stage-wise Hessian trace?

#9 DLwbm123 opened 3 years ago
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Unexpected `shape` issue in Hessian-Vector computation

#8 stalhabukhari opened 3 years ago
4
RuntimeError: derivative for grid_sampler_2d_backward is not implemented

#7 krishnateja95 closed 4 years ago
1
computational (time) cost

#6 xinyueshen closed 4 years ago
3
Large variance of results

#5 yikai-wu closed 4 years ago
1
A question on the computation of Hessian-vector product

#4 YiifeiWang closed 4 years ago
2
fix to run on CPU

#3 zhenlinluo closed 4 years ago
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Change syntax of raise exception in L117 to debug

#2 kakirastern closed 4 years ago
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Fix a typos

#1 trsvchn closed 4 years ago
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