justheuristic commited on
Commit
a35e82b
·
1 Parent(s): d96cf44

rm some todos

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Files changed (2) hide show
  1. app.py +1 -2
  2. static/tabs.html +2 -2
app.py CHANGED
@@ -103,8 +103,7 @@ This may seem daunting at first, but in reality, DL researchers have already mad
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  # with other users. If there are too many active peers, take a look at alternative starter kits here <b>TODO</b>
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  # """)
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- content_title("How does collaborative training work?")
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- content_text("In order to train a model this way, you need to s")
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  make_tabs()
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  # with other users. If there are too many active peers, take a look at alternative starter kits here <b>TODO</b>
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  # """)
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+ content_title("What happens inside?")
 
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  make_tabs()
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static/tabs.html CHANGED
@@ -143,7 +143,7 @@ a:visited {
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  the moderators remove them from the list and revert the model to the latest checkpoint unaffected by the attack.
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  </p>
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- <p><b>Spoiler (TODO): How to implement authentication in a decentralized system efficiently?</b></p>
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  <p>
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  Nice bonus: using this data, the moderators can acknowledge the personal contribution of each participant.
@@ -156,7 +156,7 @@ a:visited {
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  suggested such a technique (named CenteredClip) and proved that it does not significantly affect the model's convergence.
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  </p>
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- <p><b>Spoiler (TODO): How does CenteredClip protect from outliers? (Interactive Demo)</b></p>
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  <p>
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  In our case, CenteredClip is useful but not enough to protect from malicious participants,
 
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  the moderators remove them from the list and revert the model to the latest checkpoint unaffected by the attack.
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  </p>
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+ <!-- <p><b>Spoiler (TODO): How to implement authentication in a decentralized system efficiently?</b></p>-->
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  <p>
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  Nice bonus: using this data, the moderators can acknowledge the personal contribution of each participant.
 
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  suggested such a technique (named CenteredClip) and proved that it does not significantly affect the model's convergence.
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  </p>
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+ <!-- <p><b>Spoiler (TODO): How does CenteredClip protect from outliers? (Interactive Demo)</b></p>-->
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  <p>
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  In our case, CenteredClip is useful but not enough to protect from malicious participants,