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Commits on May 24, 2023

• removed some useless comments and modified README a bit

  

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Commits on May 16, 2023

• changed nr of epochs for revisit to 1, LR for revisit to 0.0001 and LR for digest to 0.001

  

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  c6d4e73

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• changed batch size for revisit phase

  

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  cf8e015

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• changed LR for digest to 0.01 and LR for revisit back to 0.001

  

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  abadd23

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• removed validation accuracy computation before digest

  

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  20f88e8

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• changed LR for revisit phase

  

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Commits on May 15, 2023

• fixed bug when computing avg loss. However, it did not affect the way the loss is computed

  

  Sergiu Abed s295149

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  40ed65f

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• changed nr of epochs for revisit phase to 1

  

  Sergiu Abed s295149

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  d4fe846

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• added validation accuracy display before digest phase

  

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  8c64849

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Commits on May 14, 2023

• changed LR_ADAM back to 0.001

  

  Sergiu Abed s295149

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  ae64b96

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• changed LR_ADAM to 0.01

  

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  25f268d

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Commits on May 12, 2023

• removed softmax on output of client model during digest phase

  

  Sergiu Abed s295149

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  57db97f

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• added softmax application to the output of the client model during digest phase

  

  Sergiu Abed s295149

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  e9e3193

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Commits on May 10, 2023

• changed nr epochs ffor revisit to 5

  

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  339b48e

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Commits on May 9, 2023

• changed batch size for consensus to 32 and added extra print to display accuracy before revisit phase

  

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  d638988

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• changed local epoch to 1

  

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  054a47f

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• at the end of the round, the client no longer saves the parameters corresponding to the best accuracy. Also, local epoch changed to 3

  

  Sergiu Abed s295149

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  8697ea1

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• changed local epoch to 5

  

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  3d97338

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• changed local epochs to 4

  

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  731b2f5

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• changed nr off epochs for revisit to 5

  

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  81a1380

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Commits on May 8, 2023

• fixed minor bug

  

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  4a48e45

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• removed data augmentation from test dataset

  

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  a4efb75

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• removed momentum during revisit phase, moved softmax to server side and added data augmentation to private test data. Data augmentation will be removed during the following commits

  

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  2b95a51

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Commits on May 5, 2023

• removed data augmentation from validation and test sets

  

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  5811b4d

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• changed training function

  

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Commits on Apr 29, 2023

• changed LR during revisit to 0.001

  

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  bac3ff6

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• applied softmax to scores when each client computes their scores on the public data that must be sent to the server for computing the consensus

  

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Commits on Apr 28, 2023

• changed digest loss function to NLLLoss

  

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• changed digest loss function to CrossEntropyLoss

  

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  74a9d97

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• changed digest loss function to L1Loss

  

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  939e7af

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• changed digest optimizer to Adam and digest loss function to NLLLoss

  

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Commits on Apr 24, 2023

• changed optimizer for digest to SGD

  

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• changed loss function for digest to CrossEntropy

  

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  2d115c6

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• changed optimizer for revisit phase to SGD and lr for revisit to 0.1

  

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  081f566

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• changed LR for revisit and digest to 0.001

  

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