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Commits on Mar 24, 2017

• make training work again

  

  Matt Macy

  committed
  a00c8ea

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• use passed arguments for inference

  

  Matt Macy

  committed
  850f5b5

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• report dice coeff, add inference support

  

  Matt Macy

  committed
  0e06a2d

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Commits on Mar 23, 2017

• update plot and notes

  

  Matt Macy

  committed
  534ac1a

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Commits on Mar 18, 2017

• restore previous normalization values, eliminate do_disable, remove redundant batch norm init

  

  Matt Macy

  committed
  f5d919f

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• factor it if elu else in to separate function, add continous batch norm class, reduce # convolutions at the center of the network

  

  Matt Macy

  committed
  34ed24b

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Commits on Mar 17, 2017

• update to latest run

  

  Matt Macy

  committed
  c9271f1

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• remove commented out eval call

  

  Matt Macy

  committed
  ccb6670

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• - zero Conv3D bias

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  Matt Macy

  committed
  0e3aea6

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• replace 5x5 filters with 2 3x3 filters

  

  Matt Macy

  committed
  75a3642

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• add nbatches argument for rolling average over epoch

  

  Matt Macy

  committed
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Commits on Mar 16, 2017

• add multi-GPU support, selectively disable dropout during test

  

  Matt Macy

  committed
  9f417b0

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• add dropout to skip connections and re-name inplace to elu

  

  Matt Macy

  committed
  2d31fd3

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• update README

  

  Matt Macy

  committed
  20c31bb

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• update for bigger mini batches

  

  Matt Macy

  committed
  470eccd

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Commits on Mar 15, 2017

• add dropout

  

  Matt Macy

  committed
  044a534

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• pass class balance to NLL loss, increase weight decay, enable PReLU, timestamp work directory, partition lung segments, up mini-batch to 12

  

  Matt Macy

  committed
  92cbcd5

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• update for minibatches of 12

  

  Matt Macy

  committed
  720f4dd

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• add batch normalization

  

  Matt Macy

  committed
  9fb81f5

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Commits on Mar 14, 2017

• typo fix

  

  Matt Macy

  committed
  6cf5bca

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• fix test_nll

  

  Matt Macy

  committed
  7f3add1

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• add option to use NLLLoss

  

  Matt Macy

  committed
  327a272

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• correct training output

  

  Matt Macy

  committed
  6f13644

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• correct axis

  

  Matt Macy

  committed
  61a43e9

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• import @bamos' plot.py

  

  Matt Macy

  committed
  4e582dd

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• revert high learning rate

  

  Matt Macy

  committed
  e8fdccd

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• rename PReLUConv to avoid name collision in weight init, cleanup reshape for softmax

  

  Matt Macy

  committed
  5187dcc

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• do explicit weight initialization, pep8 cleanup

  

  Matt Macy

  committed
  ed6bd34

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Commits on Mar 13, 2017

• do proper normalization

  

  Matt Macy

  committed
  671054f

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• cope with local pathing issues

  

  Matt Macy

  committed
  c8a5c4b

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• skip additional permuting in output, make contiguous for the minibatch > 1 case

  

  Matt Macy

  committed
  60d9ad7

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• eliminate unneeded extra permute

  

  Matt Macy

  committed
  5079cec

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Commits on Mar 12, 2017

• typo fix

  

  Matt Macy

  committed
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• make clear that train.py is not the same

  

  Matt Macy

  committed
  3c5d0a4

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• add repo link and credits

  

  Matt Macy

  committed
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