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submit_umap_jobs.sh
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#-
MODELS=( \
#-- Layer 0
# "output/embeds/BioBART_base.discharge.layer.0/" \
# "output/embeds/BioBART_large.discharge.layer.0/" \
# "output/embeds/BioBERT_base.discharge.layer.0/" \
# "output/embeds/BioBERT_large.discharge.layer.0/" \
# "output/embeds/BioGPT_base.discharge.layer.0/" \
# "output/embeds/BioGPT_large.discharge.layer.0/" \
# "output/embeds/BioMegatron_base.discharge.layer.0/" \
"output/embeds/Bio_ClinicalBERT.discharge.layer.0/" \
# "output/embeds/Gatortron_base.discharge.layer.0/" \
# "output/embeds/Gatortron_s.discharge.layer.0/" \
# "output/embeds/Gatortron_medium.discharge.layer.0/" \
# "output/embeds/RadBERT_2m.discharge.layer.0/" \
# "output/embeds/RadBERT_4m.discharge.layer.0/" \
#-- Layer 1
# "output/embeds/BioBART_base.discharge.layer.1/" \
# "output/embeds/BioBART_large.discharge.layer.1/" \
# "output/embeds/BioBERT_base.discharge.layer.1/" \
# "output/embeds/BioBERT_large.discharge.layer.1/" \
# "output/embeds/BioGPT_base.discharge.layer.1/" \
# "output/embeds/BioGPT_large.discharge.layer.1/" \
# "output/embeds/BioMegatron_base.discharge.layer.1/" \
# "output/embeds/Bio_ClinicalBERT.discharge.layer.1/" \
# "output/embeds/Gatortron_base.discharge.layer.1/" \
# "output/embeds/Gatortron_s.discharge.layer.1/" \
# "output/embeds/Gatortron_medium.discharge.layer.1/" \
# "output/embeds/RadBERT_2m.discharge.layer.1/" \
# "output/embeds/RadBERT_4m.discharge.layer.1/" \
)
#- Umap Dimensionality Reduction Jobs
for i in {0..0}
do
# sbatch slurm/0003_umap_MIMICIV_records.slurm ${MODELS[$i]} 32 256 0.1
# sbatch slurm/0003_umap_MIMICIV_records.slurm ${MODELS[$i]} 32 256 0.01
# sbatch slurm/0003_umap_MIMICIV_records.slurm ${MODELS[$i]} 64 256 0.1
# sbatch slurm/0003_umap_MIMICIV_records.slurm ${MODELS[$i]} 64 256 0.01
# sbatch slurm/0003_umap_MIMICIV_records.slurm ${MODELS[$i]} 128 256 0.1
# sbatch slurm/0003_umap_MIMICIV_records.slurm ${MODELS[$i]} 128 256 0.01
# sbatch slurm/0003_umap_MIMICIV_records.slurm ${MODELS[$i]} 256 256 0.1
# sbatch slurm/0003_umap_MIMICIV_records.slurm ${MODELS[$i]} 256 256 0.01
# sbatch slurm/0003_umap_MIMICIV_records.slurm ${MODELS[$i]} 256 256 0.1
# sbatch slurm/0003_umap_MIMICIV_records.slurm ${MODELS[$i]} 256 256 0.01
# sbatch slurm/0003_umap_MIMICIV_records.slurm ${MODELS[$i]} 256 256 0.1
# sbatch slurm/0003_umap_MIMICIV_records.slurm ${MODELS[$i]} 256 256 0.01
# sbatch slurm/0003_umap_MIMICIV_records.slurm ${MODELS[$i]} 32 256 0.001
# sbatch slurm/0003_umap_MIMICIV_records.slurm ${MODELS[$i]} 64 256 0.001
# sbatch slurm/0003_umap_MIMICIV_records.slurm ${MODELS[$i]} 128 256 0.001
# sbatch slurm/0003_umap_MIMICIV_records.slurm ${MODELS[$i]} 256 256 0.001
sbatch slurm/0003_umap_MIMICIV_records.slurm ${MODELS[$i]} 512 256 0.001
sbatch slurm/0003_umap_MIMICIV_records.slurm ${MODELS[$i]} 1024 256 0.001
done