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Task list #1

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15 of 19 tasks
mdiephuis opened this issue Mar 6, 2020 · 0 comments
Open
15 of 19 tasks

Task list #1

mdiephuis opened this issue Mar 6, 2020 · 0 comments

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@mdiephuis
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mdiephuis commented Mar 6, 2020 •
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TODO

  • os check if exists for models and runs directory
  • Build features / head output
  • Check torch build in resnet model
  • make linear head
  • normalize features
  • dummy run
  • add tqm
  • check the loss over 500 epochs
  • save model weights
  • allow model save and continue
  • feature output -> save
  • test architecture boiler plate code
  • build simple linear classifier on top
  • grad accumulation across gpu
  • investigate large batch sizes
  • Better accuracy metric for model checkpointing
  • Make distributed multigpu version
  • new LARS version
  • add requirements
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@mdiephuis