run_train_test.sh

#!/usr/bin/env bash
set -euo pipefail

# Train
 terratorch fit -c configs/terramind_v1_base_hyperview_upernet_none.yaml

 python3 prepare_submission.py \
  --model_dir runs/terratorch_hyperview_upernet_none \
  --config configs/terramind_v1_base_hyperview_upernet_none.yaml \
  --output_dir submissions/upernet_none


 terratorch fit -c configs/terramind_v1_base_hyperview_upernet_none_small.yaml

 python3 prepare_submission.py \
  --model_dir runs/terratorch_hyperview_upernet_none_small \
  --config configs/terramind_v1_base_hyperview_upernet_none_small.yaml \
  --output_dir submissions/upernet_none_small


 terratorch fit -c configs/terramind_v1_base_hyperview_upernet_none_big.yaml

 python3 prepare_submission.py \
  --model_dir runs/terratorch_hyperview_upernet_none_big \
  --config configs/terramind_v1_base_hyperview_upernet_none_big.yaml \
  --output_dir submissions/upernet_none_big

 terratorch fit -c configs/terramind_v1_base_hyperview_unet_none.yaml


 python3 prepare_submission.py \
  --model_dir runs/terratorch_hyperview_unet_none \
  --config configs/terramind_v1_base_hyperview_unet_none.yaml \
  --output_dir submissions/unet_none


 python3 prepare_submission.py \
  --model_dir runs/terratorch_hyperview_upernet_none \
  --config configs/terramind_v1_base_hyperview_upernet_none_i1.yaml \
  --output_dir submissions/upernet_none_i1


 python3 prepare_submission.py \
  --model_dir /mnt/d/new_runs_decoder_v2/backbone_name_terramind_v1_base_decoder_name_UperNetDecoder_output_size_4_mask_none_fill_last_with_150_True_target_scaling_std_batch_size_64_epochs_100_lr_5e-05 \
  --config configs/terramind_v1_base_hyperview_upernet_none.yaml \
  --output_dir submissions/upernet_none_external

 python3 prepare_submission.py \
  --model_dir /mnt/d/new_runs_decoder_v2/backbone_name_terramind_v1_base_decoder_name_UperNetDecoder_output_size_4_mask_none_fill_last_with_150_True_target_scaling_std_batch_size_64_epochs_100_lr_5e-05 \
  --config configs/terramind_v1_base_hyperview_upernet_none_i1.yaml \
  --output_dir submissions/upernet_none_i1_external


 python3 prepare_submission.py \
  --model_dir /mnt/d/new_runs_decoder_v2/backbone_name_terramind_v1_base_decoder_name_UperNetDecoder_output_size_4_mask_none_fill_last_with_150_True_target_scaling_std_batch_size_64_epochs_100_lr_5e-05 \
  --config configs/terramind_v1_base_hyperview_upernet_none_enmap_20231109T101043Z.yaml \
  --output_dir submissions/upernet_none_enmap_20231109T101043Z_external

   python3 prepare_submission.py \
  --model_dir runs/terratorch_hyperview_upernet_none \
  --config configs/terramind_v1_base_hyperview_upernet_none_enmap_20231109T101043Z.yaml \
  --output_dir submissions/upernet_none_enmap_20231109T101043Z