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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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[DOC] Add RNN example
#229
schaefertim
closed
2 years ago
0
[MNT] Update changelog for `1.4.0` release
#228
f-dangel
closed
2 years ago
0
Enforce batch axis first
#227
schaefertim
closed
2 years ago
0
[REF] Bump torch version to 1.9.0
#226
schaefertim
closed
2 years ago
2
Release BackPACK 1.4.0
#225
f-dangel
closed
2 years ago
0
[DOC] Improve documentation
#224
f-dangel
closed
2 years ago
0
Website example not working.
#223
Felix-Petersen
closed
1 year ago
2
[REF] set fix of AdaptiveAvgPoolBug3d to torch 2.0
#222
schaefertim
closed
2 years ago
0
RNN converter
#221
schaefertim
closed
2 years ago
1
Computing gradients of a batch of M-dimensional tensors
#220
Romain3Ch216
closed
2 years ago
7
`reduction`-dependent scaling factor of `grad_batch`
#219
sayantanauddy
closed
2 years ago
3
[ADD] backpack: add option grad_exists_behaviour
#218
schaefertim
opened
3 years ago
0
retain_graph=True (optional param in backpack)
#217
schaefertim
closed
2 years ago
0
[ADD] Embedding: derivatives, extensions, tests
#216
schaefertim
closed
2 years ago
6
[ADD] LSTM: batch_first, extensions, tests
#215
schaefertim
closed
3 years ago
0
retain_graph=True (search variable in stack)
#214
schaefertim
closed
2 years ago
1
[Not working] Individual Hessian-vector products with `BatchGrad`
#213
haonan3
closed
2 years ago
10
[not confirmed] `AttributeError` related to BackPACK's IO
#212
littleolex
closed
2 years ago
12
[ADD] CrossEntropyLoss: support additional axes
#211
schaefertim
closed
2 years ago
5
[DOC] Sub-sampling use case
#210
f-dangel
closed
3 years ago
0
[ADD] Support sub-sampling in `SqrtGGN{MC,Exact}` extensions
#209
f-dangel
closed
3 years ago
0
[REF] Improve batch axis detection
#208
f-dangel
closed
3 years ago
0
[core] Support sub-sampling in loss Hessian factorization
#207
f-dangel
closed
3 years ago
0
[REFACTOR] unify interface for checking parameters in module extension
#206
schaefertim
closed
3 years ago
0
[core] Support sub-sampling in `jac_t_mat_prod`
#205
f-dangel
closed
3 years ago
0
Support nn.GaussianNLLLoss
#204
mseitzer
opened
3 years ago
3
[REF] Introduce shared matrix parameter-Jacobian products
#203
schaefertim
closed
3 years ago
1
Residual Networks
#202
schaefertim
closed
3 years ago
5
BatchNorm + AdaptiveAvgPool: Extensions
#201
schaefertim
closed
3 years ago
6
[ADD] Sub-sampling in ``BatchGrad`` extension
#200
f-dangel
closed
3 years ago
0
[TEST] Reduce run time
#199
f-dangel
closed
3 years ago
2
[CI] Test multiple torch versions, fix compatibility with `torch==1.6.0`
#198
f-dangel
closed
3 years ago
0
[ADD] Application of RNN/LSTM `param_jac_t` for a subset of samples
#197
f-dangel
closed
3 years ago
0
[ADD] Application of `bias_jac_t` for a subset of samples
#196
f-dangel
closed
3 years ago
0
[ADD] Application of `weight_jac_t` for a subset of samples
#195
f-dangel
closed
3 years ago
0
Use register_full_backward_hook for torch>=1.9.0
#194
schaefertim
closed
3 years ago
4
Update from `rnn` into `development`
#193
f-dangel
closed
3 years ago
1
[FIX] Check `LSTM` `proj_size` only for `torch>=1.8.0`
#192
f-dangel
closed
3 years ago
0
Resolve merge conflicts of `rnn` with `development`
#191
f-dangel
closed
3 years ago
0
[REQ] Fully deprecate python3.6
#190
f-dangel
closed
3 years ago
0
Update from `rnn` into `development`
#189
f-dangel
closed
3 years ago
0
Update from `development` into `rnn`
#188
f-dangel
closed
3 years ago
0
Update from `development` into `rnn`
#187
f-dangel
closed
3 years ago
0
[extensions] Support additional dims in Linear
#186
f-dangel
closed
3 years ago
1
[core] Support additional dimensions in input to `Linear`
#185
f-dangel
closed
3 years ago
0
AdaptiveAvgPool3d: wait for bug resolved -> delete warning
#184
schaefertim
opened
3 years ago
2
[core] Add test of `hessian_is_zero` property
#183
f-dangel
closed
3 years ago
1
[ADD] `SqrtGGNMC` extension
#182
f-dangel
closed
3 years ago
0
[TEST] Add setting where `Flatten` does not perform an operation
#181
f-dangel
closed
3 years ago
0
[ADD] `SqrtGGNExact` extension
#180
f-dangel
closed
3 years ago
0
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