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ClimART paper CNN runs

Runs for the reported CNN model in the ClimART paper (NeurIPS 2021 Datasets track) For the metrics below, we group three CNN runs with only the random seed being different.
Created on November 29|Last edited on November 29

Test (first row = RMSE, second = MBE)

Notes:
  • rsdc: Downwelling shortwave flux
  • rsuc: Upwelling shortwave flux
  • hrsc: Heating rates (shortwave)

05k10k15k20k25k30kStep0.20.210.220.230.240.250.26
group: CNN_1990+1999+2003train_2005val_Z
05k10k15k20k25k30kStep0.000001990.0000020.000002010.000002020.000002030.000002040.00000205
group: CNN_1990+1999+2003train_2005val_Z
05k10k15k20k25k30kStep0.30.350.4
group: CNN_1990+1999+2003train_2005val_Z
Run set
3


Train losses (1st row) & Validation metrics (2nd)



Run set
3