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Add support for L4 optimizer #21

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lukostaz opened this issue Mar 7, 2019 · 1 comment
Open

Add support for L4 optimizer #21

lukostaz opened this issue Mar 7, 2019 · 1 comment
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enhancement New feature or request model All discussions and activities about new adding new models into AmplIGra
Milestone
2.1

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@lukostaz
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lukostaz commented Mar 7, 2019

Description

Integrate L4 optimizer and allow its use as drop-in replacement for adam, adagrad as optimizer argument in EmbeddingModel constructor.

https://github.com/martius-lab/l4-optimizer
https://arxiv.org/abs/1802.05074v2

Run experiments on FB15k-237 on ComplEx to assess:

  • i) predictive power
  • ii) training speed
@lukostaz lukostaz added this to the 1.0 milestone Mar 7, 2019
@sumitpai
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sumitpai commented Mar 13, 2019 •
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Added support for L4 but committed on a different branch in commit 2d330fb . We are getting error related to issue 3 on their repo.

@sumitpai sumitpai modified the milestones: 1.0, 1.1 Mar 15, 2019
@sumitpai sumitpai added the enhancement New feature or request label Jun 10, 2019
@lukostaz lukostaz added the model All discussions and activities about new adding new models into AmplIGra label Jun 12, 2019
@lukostaz lukostaz removed this from the 1.1 milestone Jun 12, 2019
@sumitpai sumitpai removed their assignment Sep 13, 2019
@lukostaz lukostaz added this to the 2.1 milestone Feb 14, 2020
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enhancement New feature or request model All discussions and activities about new adding new models into AmplIGra
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Milestone
2.1
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@lukostaz @sumitpai