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[AutoMM] Modify the default of basic fine-tuning tricks #4166

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merged 3 commits into from May 4, 2024
Merged

[AutoMM] Modify the default of basic fine-tuning tricks #4166

merged 3 commits into from May 4, 2024

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Harry-zzh
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Issue #, if available:

Description of changes:

  • Not to convert the categorical features to text.
  • Use text augmentation.
  • Increase the number of training epochs.

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.

@yinweisu
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yinweisu commented May 3, 2024

Previous CI Run Current CI Run

@yinweisu
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yinweisu commented May 3, 2024

Previous CI Run Current CI Run

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github-actions bot commented May 3, 2024

Job PR-4166-ee932cc is done.
Docs are uploaded to http://autogluon-staging.s3-website-us-west-2.amazonaws.com/PR-4166/ee932cc/index.html

@zhiqiangdon zhiqiangdon self-requested a review May 4, 2024 01:32
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yinweisu commented May 4, 2024

Previous CI Run Current CI Run
botocore==1.34.97 botocore==1.34.98
orjson==3.10.2 orjson==3.10.3
boto3==1.34.97 boto3==1.34.98
ruff==0.4.2 ruff==0.4.3
tifffile==2024.4.24 tifffile==2024.5.3
botocore==1.34.97 botocore==1.34.98
orjson==3.10.2 orjson==3.10.3
boto3==1.34.97 boto3==1.34.98
ruff==0.4.2 ruff==0.4.3
tifffile==2024.4.24 tifffile==2024.5.3

@zhiqiangdon zhiqiangdon added the run-multi-gpu Run multimodal multi-gpu tests label May 4, 2024
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github-actions bot commented May 4, 2024

Job PR-4166-fa7d864 is done.
Docs are uploaded to http://autogluon-staging.s3-website-us-west-2.amazonaws.com/PR-4166/fa7d864/index.html

@zhiqiangdon zhiqiangdon changed the title [WIP][AutoMM] Modify the default settings of basic fine-tuning tricks when using best-quality models. [AutoMM] Modify the default of basic fine-tuning tricks May 4, 2024
zhiqiangdon
zhiqiangdon approved these changes May 4, 2024
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LGTM

@zhiqiangdon zhiqiangdon merged commit 3edceb7 into autogluon:master May 4, 2024
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@zhiqiangdon zhiqiangdon zhiqiangdon approved these changes

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@Harry-zzh @yinweisu @zhiqiangdon