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switch to 1em NCSN++ as training wrapper
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henryaddison committed Aug 5, 2024
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4 changes: 2 additions & 2 deletions bin/jasmin/lotus-wrapper
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Expand Up @@ -18,10 +18,10 @@ export WANDB_EXPERIMENT_NAME="ml-downscaling-emulator"
# python bin/main.py --config src/ml_downscaling_emulator/score_sde_pytorch/configs/deterministic/ukcp_local_pr_12em_cncsnpp.py --workdir /gws/nopw/j04/bris_climdyn/henrya/workdirs/score-sde/deterministic/ukcp_local_pr_12em_cncsnpp/bham_pSTV --mode train

# 1em NCSN++
# python bin/main.py --config src/ml_downscaling_emulator/score_sde_pytorch/configs/deterministic/ukcp_local_pr_1em_cncsnpp.py --workdir /gws/nopw/j04/bris_climdyn/henrya/workdirs/score-sde/deterministic/ukcp_local_pr_1em_cncsnpp/bham_pSTV --mode train
python bin/main.py --config src/ml_downscaling_emulator/score_sde_pytorch/configs/deterministic/ukcp_local_pr_1em_cncsnpp.py --workdir /gws/nopw/j04/bris_climdyn/henrya/workdirs/score-sde/deterministic/ukcp_local_pr_1em_cncsnpp/bham_pSTV --mode train

# 12em Plain U-Net
python bin/main.py --config src/ml_downscaling_emulator/score_sde_pytorch/configs/deterministic/ukcp_local_pr_12em_plain_unet.py --workdir /gws/nopw/j04/bris_climdyn/henrya/workdirs/score-sde/deterministic/ukcp_local_pr_12em_plain_unet/bham_pSTV --mode train
# python bin/main.py --config src/ml_downscaling_emulator/score_sde_pytorch/configs/deterministic/ukcp_local_pr_12em_plain_unet.py --workdir /gws/nopw/j04/bris_climdyn/henrya/workdirs/score-sde/deterministic/ukcp_local_pr_12em_plain_unet/bham_pSTV --mode train

# 1em Plain U-Net
# python bin/main.py --config src/ml_downscaling_emulator/score_sde_pytorch/configs/deterministic/ukcp_local_pr_12em_plain_unet.py --workdir /gws/nopw/j04/bris_climdyn/henrya/workdirs/score-sde/deterministic/ukcp_local_pr_1em_plain_unet/bham_pSTV --mode train --config.data.dataset_name bham64_ccpm-4x_1em_psl-sphum4th-temp4th-vort4th_pr

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