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resnet_v2-models can cause out of memory error #1722

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Anselmoo opened this issue May 13, 2022 · 1 comment · May be fixed by #1724
Open

resnet_v2-models can cause out of memory error #1722

Anselmoo opened this issue May 13, 2022 · 1 comment · May be fixed by #1724
Projects
AutoKeras Management
Milestone
1.0.20

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@Anselmoo
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Bug Description

In the case of using resnet_v2-models, an out-of-memory error can be generated.

Expected Behavior

Instead of crashing and generating an out-of-memory error, the currently used model should be skipped.

Setup Details

Include the details about the versions of:

  • OS type and version: Ubuntu 20
  • Python: 3.8
  • autokeras: latest version

Additional context

See also discussion: #1721
@Anselmoo
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See also:

https://github.com/keras-team/autokeras/blob/master/autokeras/utils/utils.py#L87

Anselmoo added a commit to Anselmoo/autokeras that referenced this issue May 13, 2022
@Anselmoo
Fixed: keras-team#1722
ce5a0e6
Anselmoo added a commit to Anselmoo/autokeras that referenced this issue May 13, 2022
@Anselmoo
Fixed: keras-team#1722
176afc7
Anselmoo added a commit to Anselmoo/autokeras that referenced this issue May 14, 2022
@Anselmoo
Fixed: keras-team#1722 Run out of memory
f477215 
Update utils.py and test by using `break` instead of `raise`
@Anselmoo Anselmoo linked a pull request May 14, 2022 that will close this issue
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@haifeng-jin haifeng-jin added this to To Do in AutoKeras Management via automation Jul 6, 2022
@haifeng-jin haifeng-jin added this to the 1.0.20 milestone Jul 6, 2022
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AutoKeras Management
  
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Milestone
1.0.20
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Fixed: #1722 Run out of memory Anselmoo/autokeras
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@haifeng-jin @Anselmoo