Ecosyste.ms: Issues

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GitHub / f-dangel/backpack issues and pull requests

#329 - Compatibility with timm models?

Issue - State: closed - Opened by prafful-kumar about 2 months ago - 8 comments

#328 - Request: Extension for GroupNorm

Issue - State: open - Opened by ParthS007 4 months ago - 1 comment

#327 - Feature request: `BatchL2Grad` for `LayerNorm`

Issue - State: open - Opened by f-dangel 4 months ago
Labels: enhancement, good first issue

#326 - BackPACK with simple attention and additional layers

Issue - State: open - Opened by nhianK 5 months ago - 1 comment

#325 - Second Order Extensions for Custom Loss Modules

Issue - State: closed - Opened by JRopes 6 months ago - 8 comments

#324 - [DEL] Remove warnings about a fixed bug in adaptive average 3d pooling

Pull Request - State: open - Opened by f-dangel 7 months ago
Labels: waiting

#323 - [FIX | FMT] RTD build, apply latest `black` and `isort`

Pull Request - State: closed - Opened by f-dangel 7 months ago

#321 - Extend backpack to deal with weighted sums

Issue - State: open - Opened by rm-wu 7 months ago - 14 comments

#320 - [Docs] Second-order Extension Example

Pull Request - State: closed - Opened by RobertDeibel 8 months ago

#319 - Feature for backpack on VAEs

Issue - State: open - Opened by shubham0704 12 months ago - 2 comments

#318 - Facing error while Using DiagHessian for torchvision.models.resnet18

Issue - State: closed - Opened by AliGhadirii about 1 year ago - 1 comment

#317 - fix: ScaleModule and SumModule for DiagHessian.

Pull Request - State: open - Opened by hlzl about 1 year ago - 3 comments

#315 - [CI] Drop `system_packages` in RTD config

Pull Request - State: closed - Opened by f-dangel about 1 year ago

#314 - Adaptive pooling for diagh

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

#313 - AdaptiveAvgPool not supported for 2nd order derivatives?

Issue - State: closed - Opened by hlzl about 1 year ago - 4 comments

#312 - Merge `1.6.0` back into `development`

Pull Request - State: closed - Opened by f-dangel about 1 year ago

#311 - [DOC] More changelog updates for 1.6

Pull Request - State: closed - Opened by f-dangel about 1 year ago

#310 - torch version < 2.x in `setup.cfg`

Issue - State: closed - Opened by elcorto about 1 year ago - 2 comments

#309 - Update master with code for `1.6.0` release

Pull Request - State: closed - Opened by f-dangel over 1 year ago

#308 - [DOC] Update changelog, prepare `1.6.0` release

Pull Request - State: closed - Opened by f-dangel over 1 year ago

#307 - [REQ] Support PyTorch 2.x

Pull Request - State: closed - Opened by f-dangel over 1 year ago

#306 - Container modules with advanced control flow & modules with multiple inputs

Issue - State: open - Opened by m-lyon over 1 year ago - 23 comments

#305 - Second order extension

Issue - State: closed - Opened by yuanjiechen over 1 year ago - 2 comments

#304 - Encountered node that may break second-order extensions

Issue - State: closed - Opened by NizarIslah over 1 year ago - 2 comments

#303 - add support for torch 2.0?

Issue - State: closed - Opened by yahui624 over 1 year ago - 7 comments

#302 - [DOC] Use case for `retain_graph`

Pull Request - State: closed - Opened by f-dangel over 1 year ago

#301 - [CI] Update code to latest `black` and `flake8`

Pull Request - State: closed - Opened by f-dangel over 1 year ago

#300 - Optimizing the locations of the Jacobians

Issue - State: open - Opened by Ludvins over 1 year ago - 5 comments

#299 - Are customized loss functions supported?

Issue - State: closed - Opened by zzpustc almost 2 years ago - 10 comments

#298 - Fix examples website

Pull Request - State: closed - Opened by fKunstner almost 2 years ago - 1 comment

#297 - [DOC] Update changelog (prepare release of `1.5.2`)

Pull Request - State: closed - Opened by f-dangel almost 2 years ago

#296 - [FIX] Support `torch>=1.13`

Pull Request - State: closed - Opened by f-dangel almost 2 years ago

#295 - [FIX] Support for `torch>=1.13`

Pull Request - State: closed - Opened by f-dangel almost 2 years ago

#294 - cannot import backpack nor extend

Issue - State: closed - Opened by fredguth almost 2 years ago - 9 comments

#293 - [Feature Request] Levenberg Marquardt

Issue - State: open - Opened by mizu-bai almost 2 years ago - 1 comment

#292 - [ADD] Kronecker Hessian approximations for `ConvTranspose{1,2,3}d`

Pull Request - State: closed - Opened by f-dangel almost 2 years ago

#291 - [ADD] Support Kronecker Hessian approximations for `Conv{1,2,3}d`

Pull Request - State: closed - Opened by f-dangel almost 2 years ago

#290 - [DOC] Fully document `HBPConv2d`

Pull Request - State: closed - Opened by f-dangel almost 2 years ago

#288 - [DOC] Fully document transpose convolution utilities

Pull Request - State: closed - Opened by f-dangel almost 2 years ago

#287 - [REF] Use `unfoldNd` package for input unfolding of transpose convolutions

Pull Request - State: closed - Opened by f-dangel almost 2 years ago

#286 - [REF] Fully document convolution utilities

Pull Request - State: closed - Opened by f-dangel almost 2 years ago

#285 - [REF] Use `unfoldNd` package for input unfolding of convolutions

Pull Request - State: closed - Opened by f-dangel almost 2 years ago

#284 - [ADD] Test support for `BCEWithLogitsLoss` in `KFLR`

Pull Request - State: closed - Opened by f-dangel almost 2 years ago

#283 - [ADD] Support `BCEWithLogitsLoss` in `KFAC`

Pull Request - State: closed - Opened by f-dangel almost 2 years ago

#282 - [ADD] Support `BCEWithLogitsLoss` in `SqrtGGN{Exact, MC}`

Pull Request - State: closed - Opened by f-dangel almost 2 years ago

#281 - Extending `BCEWithLogitsLoss` to non-binary labels

Issue - State: open - Opened by f-dangel almost 2 years ago
Labels: enhancement

#280 - [ADD] Support `BCEWithLogitsLoss` in `(Batch)DiagGGN{Exact, MC}`

Pull Request - State: closed - Opened by f-dangel almost 2 years ago

#279 - [ADD] Support `BCEWithLogitsLoss` in `(Batch)DiagHessian`

Pull Request - State: closed - Opened by f-dangel almost 2 years ago

#276 - [CI] Test with `torch=={1.9.0, 1.12.0}` and make tests compatible (master)

Pull Request - State: closed - Opened by f-dangel almost 2 years ago

#275 - [REQ] Require torch<1.13, test with 1.9.0 and 1.12.1

Pull Request - State: closed - Opened by f-dangel almost 2 years ago

#274 - [FIX] Copy `_grad_input_padding` from `torch==1.9`, update test

Pull Request - State: closed - Opened by f-dangel almost 2 years ago

#273 - [FIX] Copy `_grad_input_padding` from `torch==1.9`, update test

Pull Request - State: closed - Opened by f-dangel almost 2 years ago

#272 - pytorch 1.13 support

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

#271 - [core] Implement Hessian square root for `BCEWithLogitsLoss`

Pull Request - State: closed - Opened by f-dangel almost 2 years ago

#270 - AttributeError: 'Parameter' object has no attribute 'grad_batch'

Issue - State: open - Opened by LB-bulb almost 2 years ago - 9 comments

#269 - Support for Custom models?

Issue - State: open - Opened by Akira-exo almost 2 years ago - 1 comment

#268 - Error when using the laplace package, a backpack module is raising issues

Issue - State: closed - Opened by MrHuff almost 2 years ago - 6 comments

#267 - [DOC] Add use case example: computing batched Jacobians

Pull Request - State: closed - Opened by f-dangel about 2 years ago

#266 - Gradient of tensor output

Issue - State: closed - Opened by fabian-sp about 2 years ago - 6 comments

#265 - [FIX] Use batch size 1 in KFAC ResNet tests

Pull Request - State: closed - Opened by f-dangel about 2 years ago

#264 - [REF] Ignore warning to explicitly declare `abstractmethod`s

Pull Request - State: closed - Opened by f-dangel about 2 years ago

#263 - Support for LayerNorm

Issue - State: open - Opened by Niccolo-Ajroldi about 2 years ago - 3 comments
Labels: good first issue

#262 - [FIX] Use correct imports from backpack in website examples

Pull Request - State: closed - Opened by f-dangel about 2 years ago

#261 - Update examples on website

Issue - State: closed - Opened by Niccolo-Ajroldi about 2 years ago - 1 comment

#260 - [ADD] K-FAC for BatchNormNd (#259)

Pull Request - State: open - Opened by pyun-ram about 2 years ago - 2 comments

#259 - KFAC support in BatchNorm (eval mode)

Issue - State: open - Opened by pyun-ram about 2 years ago - 16 comments
Labels: good first issue

#258 - memory leakage problem when loss.backward()

Issue - State: open - Opened by SJShin-AI about 2 years ago - 14 comments

#257 - [ADD] Added BCEWithLogits loss to NLL base

Pull Request - State: closed - Opened by jabader97 over 2 years ago

#256 - [REF] Changed cross entropy loss to NLL base

Pull Request - State: closed - Opened by jabader97 over 2 years ago - 1 comment

#255 - NLL refactoring for CE, added BCE

Pull Request - State: closed - Opened by jabader97 over 2 years ago

#254 - Second order computations for nn.Upsample

Issue - State: open - Opened by FrederikWarburg over 2 years ago - 1 comment

#253 - AttributeError: 'BatchNorm2d' object has no attribute 'output'

Issue - State: open - Opened by QiyaoWei over 2 years ago - 4 comments

#252 - [ADD] Base class for `NLLLoss` & implement `MSELoss`

Pull Request - State: closed - Opened by jabader97 over 2 years ago - 1 comment

#251 - NLL loss

Pull Request - State: closed - Opened by jabader97 over 2 years ago

#250 - Issue 121

Pull Request - State: open - Opened by jabader97 over 2 years ago

#249 - Hutchinson trace example does not work on ResNet18

Issue - State: closed - Opened by jlmckins over 2 years ago - 3 comments

#248 - Does Backpack Support Reusing Layers (First Order Extensions)

Issue - State: closed - Opened by bchen0 over 2 years ago - 4 comments

#247 - Merge release 1.5.0 from f-dangel/development

Pull Request - State: closed - Opened by f-dangel over 2 years ago

#246 - [ADD] `SqrtGGN{Exact,MC} support for ResNet modules

Pull Request - State: closed - Opened by f-dangel over 2 years ago

#245 - [DOC] Add logo to RTD, use RTD theme for local build

Pull Request - State: closed - Opened by f-dangel over 2 years ago

#244 - [ADD] `SqrtGGN{Exact, MC}` extension for `BatchNormNd` (eval mode)

Pull Request - State: closed - Opened by f-dangel over 2 years ago

#243 - [ADD] Custom padding module + support some 2nd-order extensions

Pull Request - State: closed - Opened by f-dangel over 2 years ago

#242 - [FMT] Apply `black==22.1.0`

Pull Request - State: closed - Opened by f-dangel over 2 years ago

#241 - [ADD] Custom slicing module + support for some 2nd-order extensions

Pull Request - State: closed - Opened by f-dangel over 2 years ago

#240 - Better error messages for BatchNorm

Pull Request - State: open - Opened by fKunstner over 2 years ago - 2 comments

#239 - Parameter `grad`s don't get initialized with `BatchL2Grad` and BatchNorm

Issue - State: open - Opened by thomasahle over 2 years ago - 7 comments

#238 - OOM eventually when using create_graph=True with BatchL2Grad

Issue - State: open - Opened by crowsonkb over 2 years ago - 2 comments

#237 - [ADD/TEST] K-FAC for linear layer ResNets

Pull Request - State: closed - Opened by jabader97 almost 3 years ago - 3 comments

#236 - Update example_all_in_one.py

Pull Request - State: open - Opened by pitmonticone almost 3 years ago

#235 - [feature request] KFAC support for ResNet

Issue - State: closed - Opened by moskomule almost 3 years ago - 5 comments

#234 - [TEST] K-FAC for linear layers #119

Pull Request - State: closed - Opened by jabader97 almost 3 years ago

#232 - Extend part of the model

Issue - State: open - Opened by haonan3 almost 3 years ago - 1 comment

#230 - [CI] GitHub action for PyPI publish on GH release

Pull Request - State: closed - Opened by f-dangel almost 3 years ago