run-benchmark-old.sh

#!/bin/bash
invalue="$1"
if [[ "$invalue" = "" ]]
then
   for dname in spheres mnist fmnist cifar10;
        do
            echo "[$dname]" >> algtime.txt
            cd src/evaluation/models/topoae
            sh run-topoae.sh $dname
            cd ../../../..

            echo "[RUN-PCA INFO] PCA embedding using $dname dataset..."
            python3 src/evaluation/models/pca.py --data=$dname
            echo "[RUN-PCA INFO] Finished PCA embedding!"

            echo "[RUN-T-SNE INFO] T-SNE embedding using $dname dataset..."
            python3 src/evaluation/models/tsne.py --data=$dname
            echo "[RUN-T-SNE INFO] Finished T-SNE embedding!"

            echo "[RUN-UMAP INFO] UMAP embedding using $dname dataset..."
            python3 src/evaluation/models/umap__.py --data=$dname
            echo "[RUN-UMAP INFO] Finished UMAP embedding!"
        done
else # if data name is given, run for a specific dataset
    echo "[$invalue]" >> algtime.txt
    
    cd src/evaluation/models/topoae
    sh run-topoae.sh $invalue
    cd ../../../..

    echo "[RUN-PCA INFO] PCA embedding using $invalue dataset..."
    python3 src/evaluation/models/pca.py --data=$invalue
    echo "[RUN-PCA INFO] Finished PCA embedding!"

    echo "[RUN-T-SNE INFO] T-SNE embedding using $invalue dataset..."
    python3 src/evaluation/models/tsne.py --data=$invalue
    echo "[RUN-T-SNE INFO] Finished T-SNE embedding!"

    echo "[RUN-UMAP INFO] UMAP embedding using $invalue dataset..."
    python3 src/evaluation/models/umap__.py --data=$invalue
    echo "[RUN-UMAP INFO] Finished UMAP embedding!"

fi