config.yaml

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# SPDX-License-Identifier: Apache-2.0
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# Licensed under the Apache License, Version 2.0 (the "License");
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#     http://www.apache.org/licenses/LICENSE-2.0
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arch:
  decoder:
    out_features: 1
    layers: 1
    layer_size: 32

  fno:
    in_channels: 1
    dimension: 2
    latent_channels: 32
    fno_layers: 4
    fno_modes: 12
    padding: 9

normaliser:
  permeability:
    mean: 1.25
    std_dev: .75
  darcy:
    mean: 4.52E-2
    std_dev: 2.79E-2

scheduler:
  initial_lr: 1.E-3
  decay_rate: .85
  decay_pseudo_epochs: 8

training:
  resolution: 256
  batch_size: 64
  rec_results_freq : 8
  max_pseudo_epochs: 256
  pseudo_epoch_sample_size: 2048

validation:
  sample_size: 256
  validation_pseudo_epochs: 4