ssnl/dataset-distillation

Issues

• Train fails on each and every command

  #62 opened 2 months ago by gonenraveh
  1

• Possible bugs

  #61 opened 2 years ago by hailuu684
  8

• Question about the updata of the synthetic data

  #60 opened 2 years ago by Ke-Hao
  2

• RuntimeError: invalid argument 0: Sizes of tensors must match except in dimension 0. Got 4035 and 4003 in dimension 2 at /opt/conda/conda-bld/pytorch_1544199946412/work/aten/src/TH/generic/THTensorMoreMath.cpp:1333

  #59 opened 2 years ago by shraddha291996
  2

• RuntimeError: CUDA error: device-side assert triggered

  #58 opened 2 years ago by shraddha291996
  1

• How the custom dataset be structured ?

  #57 opened 2 years ago by shraddha291996
  1

• AttributeError: module 'torch._C' has no attribute '_cuda_setDevice'

  #56 opened 2 years ago by shraddha291996
  2

• How to apply it on the custom dataset?

  #55 opened 2 years ago by shraddha291996
  1

• RuntimeError: CUDA out of memory.

  #53 opened 2 years ago by data-science-lover
  7

• The size of tensor a (64) must match the size of tensor b (32) at non-singleton dimension 0

  #54 opened 2 years ago by data-science-lover
  5

• Question about distill my own dataset

  #49 opened 2 years ago by Firegreat123
  2

• How to use it for custom model and dataset?

  #39 opened 3 years ago by Ebjderman
  2

• Broken: yaml.load(input) is removed in PyYAML >=6.0

  #51 opened 3 years ago by swap-10
  0

• Question about weights update in network of phase test

  #48 opened 3 years ago by Firegreat123
  4

• Question about commands

  #47 opened 3 years ago by Firegreat123
  5

• Question about distilled images

  #46 opened 3 years ago by Firegreat123
  2

• Adapt distill on dataset SVHN

  #45 opened 3 years ago by Firegreat123
  2

• Is the training process on distilled data can be conducted in main.py

  #44 opened 3 years ago by NiaLiu
  3

• How to distribute different GPUs for some large models

  #43 opened 3 years ago by liuyugeng
  1

• BatchNorm2d of ResNet model warning

  #42 opened 3 years ago by liuyugeng
  5

• Question about pulling data from a .gz file

  #40 opened 3 years ago by kjurczyk
  2

• Uniquenamespace

  #41 opened 3 years ago by DoubleRedX
  1

• Running in Jupyter

  #38 opened 3 years ago by arefm
  1

• Applicability to general structured datasets

  #37 opened 3 years ago by Riqzz
  0

• retrain distilled images with minibatch-SGD

  #36 opened 4 years ago by JialunSong
  4

• Question about applicability

  #35 opened 4 years ago by UpasanaSridhar
  0

• Good luck in next sumission

  #16 opened 5 years ago by knightcao
  3

• Loss becomes NaN

  #11 opened 6 years ago by ilia10000
  5

• How to adapt to our own databases/architecture?

  #34 opened 4 years ago by Rubiel1
  8

• How to get the distilled images?

  #33 opened 4 years ago by enjoysport2022
  0

• back-gradient optimization technique

  #31 opened 5 years ago by dm-medvedev
  1

• Cannot find definition of `local_n_nets`

  #32 opened 5 years ago by XinDongol
  2

• Max number of classes

  #28 opened 5 years ago by elena-orlova
  2

• How to use a custom dataset?

  #30 opened 5 years ago by QLaHPD
  1

• cifar10: RuntimeError: Mismatch in shape

  #29 opened 5 years ago by RaptorMai
  3

• Logger warnings and order of optimizer.step() and lr_scheduler.step()

  #18 opened 5 years ago by claudiogreco
  3

• Compare to training on randomly selected samples

  #27 opened 5 years ago by bennyguo
  2

• How to distill dataset of size exceeding gpu memory size limit

  #23 opened 5 years ago by zw615
  4

• Distilling labels as well as images

  #26 opened 5 years ago by xu-ji
  4

• Structure of results.pth

  #25 opened 5 years ago by elena-orlova
  2

• Getting distilled images and testing on them

  #24 opened 5 years ago by elena-orlova
  0

• Questions about training after dataset distillation

  #21 opened 5 years ago by colorjam
  1

• How do you keep buffer fixed during gradient steps

  #20 opened 5 years ago by zw615
  1

• Questions about implementation of optimizing distilled data

  #19 opened 5 years ago by zw615
  3

• Does the instillation model and the test model must be the same?

  #17 opened 5 years ago by ssxlconch
  2

• Getting what appears to be noise on Imagenette + XResnet

  #15 opened 5 years ago by sshleifer
  8

• Where do distilled images get saved?

  #14 opened 6 years ago by sshleifer
  2

• some question about dataset distillation

  #13 opened 6 years ago by knightcao
  2

• ImportError: cannot import name 'reduce_op'

  #12 opened 6 years ago by north-horse
  4

• Replicating results

  #10 opened 6 years ago by ilia10000
  3