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f-dangel
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backpack
BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.
https://backpack.pt/
MIT License
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[core] Implement manual sampled gradients of `BCEWithLogitsLoss`, use by default
#278
f-dangel
closed
1 year ago
0
[CI] Test with `torch=={1.9.0, 1.12.0}` and make tests compatible (development)
#277
f-dangel
closed
1 year ago
0
[CI] Test with `torch=={1.9.0, 1.12.0}` and make tests compatible (master)
#276
f-dangel
closed
1 year ago
0
[REQ] Require torch<1.13, test with 1.9.0 and 1.12.1
#275
f-dangel
closed
1 year ago
0
[FIX] Copy `_grad_input_padding` from `torch==1.9`, update test
#274
f-dangel
closed
1 year ago
0
[FIX] Copy `_grad_input_padding` from `torch==1.9`, update test
#273
f-dangel
closed
1 year ago
0
pytorch 1.13 support
#272
matthijsvk
closed
1 year ago
2
[core] Implement Hessian square root for `BCEWithLogitsLoss`
#271
f-dangel
closed
1 year ago
0
AttributeError: 'Parameter' object has no attribute 'grad_batch'
#270
LB-bulb
opened
1 year ago
9
Support for Custom models?
#269
Akira-exo
opened
1 year ago
1
Error when using the laplace package, a backpack module is raising issues
#268
MrHuff
closed
1 year ago
6
[DOC] Add use case example: computing batched Jacobians
#267
f-dangel
closed
1 year ago
0
Gradient of tensor output
#266
fabian-sp
closed
1 year ago
6
[FIX] Use batch size 1 in KFAC ResNet tests
#265
f-dangel
closed
1 year ago
0
[REF] Ignore warning to explicitly declare `abstractmethod`s
#264
f-dangel
closed
1 year ago
0
Support for LayerNorm
#263
Niccolo-Ajroldi
opened
1 year ago
3
[FIX] Use correct imports from backpack in website examples
#262
f-dangel
closed
1 year ago
0
Update examples on website
#261
Niccolo-Ajroldi
closed
1 year ago
1
[ADD] K-FAC for BatchNormNd (#259)
#260
pyun-ram
opened
1 year ago
2
KFAC support in BatchNorm (eval mode)
#259
pyun-ram
opened
1 year ago
16
memory leakage problem when loss.backward()
#258
SJShin-AI
opened
1 year ago
14
[ADD] Added BCEWithLogits loss to NLL base
#257
jabader97
closed
2 years ago
0
[REF] Changed cross entropy loss to NLL base
#256
jabader97
closed
2 years ago
1
NLL refactoring for CE, added BCE
#255
jabader97
closed
2 years ago
0
Second order computations for nn.Upsample
#254
FrederikWarburg
opened
2 years ago
1
AttributeError: 'BatchNorm2d' object has no attribute 'output'
#253
QiyaoWei
opened
2 years ago
4
[ADD] Base class for `NLLLoss` & implement `MSELoss`
#252
jabader97
closed
2 years ago
1
NLL loss
#251
jabader97
closed
2 years ago
0
Issue 121
#250
jabader97
opened
2 years ago
0
Hutchinson trace example does not work on ResNet18
#249
jlmckins
closed
2 years ago
3
Does Backpack Support Reusing Layers (First Order Extensions)
#248
bchen0
closed
2 years ago
4
Merge release 1.5.0 from f-dangel/development
#247
f-dangel
closed
2 years ago
0
[ADD] `SqrtGGN{Exact,MC} support for ResNet modules
#246
f-dangel
closed
2 years ago
0
[DOC] Add logo to RTD, use RTD theme for local build
#245
f-dangel
closed
2 years ago
0
[ADD] `SqrtGGN{Exact, MC}` extension for `BatchNormNd` (eval mode)
#244
f-dangel
closed
2 years ago
0
[ADD] Custom padding module + support some 2nd-order extensions
#243
f-dangel
closed
2 years ago
0
[FMT] Apply `black==22.1.0`
#242
f-dangel
closed
2 years ago
0
[ADD] Custom slicing module + support for some 2nd-order extensions
#241
f-dangel
closed
2 years ago
0
Better error messages for BatchNorm
#240
fKunstner
opened
2 years ago
2
Parameter `grad`s don't get initialized with `BatchL2Grad` and BatchNorm
#239
thomasahle
opened
2 years ago
7
OOM eventually when using create_graph=True with BatchL2Grad
#238
crowsonkb
opened
2 years ago
2
[ADD/TEST] K-FAC for linear layer ResNets
#237
jabader97
closed
2 years ago
3
Update example_all_in_one.py
#236
pitmonticone
opened
2 years ago
0
[feature request] KFAC support for ResNet
#235
moskomule
closed
2 years ago
5
[TEST] K-FAC for linear layers #119
#234
jabader97
closed
2 years ago
0
v1.4.0 no longer seems to support `backward()` with the `inputs` parameter referencing a sub-module's parameters
#233
cwognum
closed
2 years ago
14
Extend part of the model
#232
haonan3
opened
2 years ago
1
can not import backpack (ImportError: cannot import name 'OrderedDict' from 'typing')
#231
lprintf
closed
2 years ago
2
[CI] GitHub action for PyPI publish on GH release
#230
f-dangel
closed
2 years ago
0
[DOC] Add RNN example
#229
schaefertim
closed
2 years ago
0
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