CoolFace
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ibm-research/testing-patchtst_etth1_regression

sourceHugging Faceupdated 3y agoView on Hugging Face
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Model Card

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patchtstetth1regression

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.7280

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: 5e-05
  • trainbatchsize: 8
  • evalbatchsize: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 10

Training results

Training LossEpochStepValidation Loss
0.15171.010170.3056
0.11632.020340.2771
0.09193.030510.2450
0.07644.040680.2216
0.06535.050850.2528
0.05776.061020.2189
0.04987.071190.2526
0.04568.081360.2565
0.04089.091530.2603
0.036910.0101700.2523

Framework versions

  • Transformers 4.36.0.dev0
  • Pytorch 2.0.1
  • Datasets 2.14.4
  • Tokenizers 0.15.0