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Get best LR from finetuning runs on wandb#545

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Get best LR from finetuning runs on wandb#545
gabrieltseng wants to merge 1 commit intomainfrom
gabi/best-lr-script

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@gabrieltseng gabrieltseng commented Apr 28, 2026 •
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nano:

task                                               lr        val       test  run
--------------------------------------------------------------------------------
m_bigearthnet                                1.00e-03     0.6723     0.6678  nano_FT_lr0.001
m_brick_kiln                                 5.00e-04     0.9910     0.9800  nano_FT_lr0.0005
m_cashew_plant                               1.00e-03     0.4581     0.3949  nano_FT_lr0.001
m_eurosat                                    1.00e-03     0.9600     0.9530  nano_FT_lr0.001
m_forestnet                                  5.00e-04     0.5672     0.5025  nano_FT_lr0.0005
m_sa_crop_type                               1.00e-03     0.3740     0.3541  nano_FT_lr0.001
m_so2sat                                     1.00e-03     0.6247     0.6146  nano_FT_lr0.001
mados                                        1.00e-03     0.7286     0.6063  nano_FT_lr0.001
pastis_sentinel2                             1.00e-03     0.5487     0.5299  nano_FT_lr0.001
sen1floods11                                 1.00e-03     0.7955     0.7876  nano_FT_lr0.001

tiny:

task                                               lr        val       test  run
--------------------------------------------------------------------------------
m_bigearthnet                                1.00e-03     0.7071     0.6960  tiny_FT_lr0.001
m_brick_kiln                                 5.00e-04     0.9930     0.9870  tiny_FT_lr0.0005
m_cashew_plant                               1.00e-03     0.7366     0.7253  tiny_FT_lr0.001
m_eurosat                                    1.00e-04     0.0000     0.0000  tiny_FT_lr0.0001
m_forestnet                                  5.00e-04     0.5966     0.5317  tiny_FT_lr0.0005
m_sa_crop_type                               1.00e-03     0.4126     0.3853  tiny_FT_lr0.001
m_so2sat                                     5.00e-04     0.6907     0.6349  tiny_FT_lr0.0005
mados                                        1.00e-03     0.7997     0.7150  tiny_FT_lr0.001
pastis_sentinel2                             1.00e-03     0.6230     0.6026  tiny_FT_lr0.001
sen1floods11                                 1.00e-03     0.8016     0.7968  tiny_FT_lr0.001

base:

task                                               lr        val       test  run
--------------------------------------------------------------------------------
m_bigearthnet                                1.00e-04     0.7276     0.7201  base_FT_lr0.0001
m_brick_kiln                                 5.00e-04     0.9950     0.9860  base_FT_lr0.0005
m_cashew_plant                               1.00e-03     0.8498     0.7983  base_FT_lr0.001_ps16
m_eurosat                                    5.00e-04     0.8130     0.8030  base_FT_lr0.0005
m_forestnet                                  5.00e-04     0.5925     0.5116  base_FT_lr0.0005_ps8
m_sa_crop_type                               5.00e-04     0.4278     0.3955  base_FT_lr0.0005
m_so2sat                                     1.00e-03     0.7191     0.6856  base_FT_lr0.001
mados                                        5.00e-04     0.8368     0.7785  base_FT_lr0.0005
pastis_sentinel2                             5.00e-04     0.6627     0.6429  base_FT_lr0.0005
sen1floods11                                 1.00e-04     0.8071     0.7976  base_FT_lr0.0001

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@favyen2 favyen2 favyen2 approved these changes

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