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jordyvl/resnet101_rvl-cdip-cnn_rvl_cdip_100_examples_per_class_simkd_test

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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Model Card

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resnet101rvl-cdip-cnnrvlcdip100examplesperclasssimkd_test

This model is a fine-tuned version of microsoft/resnet-50 on the None dataset.

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • —learning_rate: 0.0001
  • —trainbatchsize: 2
  • —evalbatchsize: 2
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_ratio: 0.1
  • —num_epochs: 1

Training results

Training LossEpochStepValidation LossAccuracyBrier LossNllF1 MicroF1 MacroEceAurc
No log1.04001578.68760.0451.003121.79380.0450.02100.17210.9563

Framework versions

  • —Transformers 4.28.0.dev0
  • —Pytorch 1.12.1+cu113
  • —Datasets 2.14.5
  • —Tokenizers 0.12.1