amirgholami/PyHessian issues and pull requests

#26 - How to execute pyhessian using DDP.

Issue - State: open - Opened by MiracleLin001 3 months ago

#25 - Question about backward() with create_graph=True warning

Issue - State: open - Opened by Matthew-Vandergrift 7 months ago

#24 - feat: add support for weight_decay

Pull Request - State: open - Opened by dgcnz 10 months ago

#23 - Fix a minor mistake in hessian.py

Pull Request - State: closed - Opened by leiweimu about 1 year ago - 1 comment

#22 - Changed the deprecated torch.eig function to torch.linalg.eig with ex…

Pull Request - State: closed - Opened by zussini about 1 year ago - 2 comments

#21 - deprecation of torch.eig method

Issue - State: open - Opened by zussini about 1 year ago

#20 - No module named 'pyhessian.client'

Issue - State: open - Opened by whitehelmet about 1 year ago

#19 - Potential bugs

Issue - State: open - Opened by yxiao54 over 1 year ago

#18 - torch.eig deprecated

Pull Request - State: closed - Opened by dsm-72 about 2 years ago - 3 comments

#17 - torch.eig deprecated please use torch.linalg.eig for line 261 of hessian.py

Issue - State: open - Opened by dsm-72 about 2 years ago - 2 comments

#16 - How to calculate average Hessian trace?

Issue - State: open - Opened by litingsjj almost 3 years ago

#15 - edits for PINN/custom loss functions

Issue - State: open - Opened by rmojgani almost 3 years ago

#14 - Computing sum of square of diagonal entries of Hessian

Issue - State: open - Opened by atif-hassan about 3 years ago

#13 - Where is the hessian trace calculation w.r.t activations?

Issue - State: open - Opened by CharlesLeeeee about 3 years ago - 1 comment

#12 - RuntimeError: element 0 of variables does not require grad and does not have a grad_fn

Issue - State: open - Opened by taeheej about 3 years ago - 2 comments

#11 - Hi, a question of inconsistency of the dymamics of tr(FIM) and tr(H).

Issue - State: open - Opened by wizard1203 about 3 years ago

#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??

Issue - State: open - Opened by Phuoc-Hoan-Le over 3 years ago - 10 comments

#9 - Hi! Can Pyhessian Perform stage-wise Hessian trace?

Issue - State: open - Opened by DLwbm123 over 3 years ago

#8 - Unexpected `shape` issue in Hessian-Vector computation

Issue - State: open - Opened by stalhabukhari about 4 years ago - 4 comments

#7 - RuntimeError: derivative for grid_sampler_2d_backward is not implemented

Issue - State: closed - Opened by krishnateja95 over 4 years ago - 1 comment

#6 - computational (time) cost

Issue - State: closed - Opened by xinyueshen over 4 years ago - 3 comments

#5 - Large variance of results

Issue - State: closed - Opened by yikai-wu over 4 years ago - 1 comment
Labels: help wanted

#4 - A question on the computation of Hessian-vector product

Issue - State: closed - Opened by YiifeiWang almost 5 years ago - 2 comments

#3 - fix to run on CPU

Pull Request - State: closed - Opened by zhenlinluo about 5 years ago

#2 - Change syntax of raise exception in L117 to debug

Pull Request - State: closed - Opened by kakirastern about 5 years ago

#1 - Fix a typos

Pull Request - State: closed - Opened by trsvchn about 5 years ago

Ecosyste.ms: Issues

GitHub / amirgholami/PyHessian issues and pull requests