amirgholami/PyHessian
PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks
Jupyter NotebookMIT
Issues
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deprecation of torch.eig method
#21 opened by zussini - 10
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 opened by Phuoc-Hoan-Le - 0
No module named 'pyhessian.client'
#20 opened by whitehelmet - 2
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Potential bugs
#19 opened by yxiao54 - 4
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RuntimeError: element 0 of variables does not require grad and does not have a grad_fn
#12 opened by taeheej - 0
How to calculate average Hessian trace?
#16 opened by litingsjj - 1
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edits for PINN/custom loss functions
#15 opened by rmojgani - 0
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computational (time) cost
#6 opened by xinyueshen - 1
Large variance of results
#5 opened by yikai-wu - 2