diff --git a/main/eva_sh/eva_wrap_bird_meta.sh b/main/eva_sh/eva_wrap_bird_meta.sh
index 7455de99..b0a3de4b 100644
--- a/main/eva_sh/eva_wrap_bird_meta.sh
+++ b/main/eva_sh/eva_wrap_bird_meta.sh
@@ -33,7 +33,7 @@ do
     do
         for MINR in 0.0001
         do
-            python3 train_unsuper.py \
+            python3 main.py \
                 --spa_enc_type $ENC \
                 --meta_type $META\
                 --dataset $DATA \
diff --git a/main/eva_sh/eva_wrap_bird_orig.sh b/main/eva_sh/eva_wrap_bird_orig.sh
index 9bd9adfd..a075d997 100644
--- a/main/eva_sh/eva_wrap_bird_orig.sh
+++ b/main/eva_sh/eva_wrap_bird_orig.sh
@@ -26,7 +26,7 @@ RATIO=1.0
 ################# Please set “–save_results” to be T AND “--load_super_model” to be T #################
 
 
-python3 train_unsuper.py \
+python3 main.py \
     --save_results T\
     --load_super_model T\
     --spa_enc_type $ENC \
diff --git a/main/eva_sh/eva_wrap_ffn_bird_meta.sh b/main/eva_sh/eva_wrap_ffn_bird_meta.sh
index 64f5a1a3..41809ef4 100644
--- a/main/eva_sh/eva_wrap_ffn_bird_meta.sh
+++ b/main/eva_sh/eva_wrap_ffn_bird_meta.sh
@@ -27,7 +27,7 @@ RATIO=1.0
 ################# Please set “–save_results” to be T AND “--load_super_model” to be T #################
 
 
-python3 train_unsuper.py \
+python3 main.py \
     --save_results T\
     --load_super_model T\
     --spa_enc_type $ENC \
diff --git a/main/eva_sh/eva_wrap_ffn_fmow.sh b/main/eva_sh/eva_wrap_ffn_fmow.sh
index c6936e8d..966663aa 100644
--- a/main/eva_sh/eva_wrap_ffn_fmow.sh
+++ b/main/eva_sh/eva_wrap_ffn_fmow.sh
@@ -27,7 +27,7 @@ RATIO=1.0
 ################# Please set “–save_results” to be T AND “--load_super_model” to be T #################
 
 
-python3 train_unsuper.py \
+python3 main.py \
     --save_results T\
     --load_super_model T\
     --spa_enc_type $ENC \
diff --git a/main/eva_sh/eva_wrap_ffn_yfcc.sh b/main/eva_sh/eva_wrap_ffn_yfcc.sh
index 71d61fcb..80823d9b 100644
--- a/main/eva_sh/eva_wrap_ffn_yfcc.sh
+++ b/main/eva_sh/eva_wrap_ffn_yfcc.sh
@@ -27,7 +27,7 @@ RATIO=1.0
 ################# Please set “–save_results” to be T AND “--load_super_model” to be T #################
 
 
-python3 train_unsuper.py \
+python3 main.py \
     --save_results T\
     --load_super_model T\
     --spa_enc_type $ENC \
diff --git a/main/eva_sh/eva_wrap_fmow.sh b/main/eva_sh/eva_wrap_fmow.sh
index 7f0c563a..ef3159c2 100644
--- a/main/eva_sh/eva_wrap_fmow.sh
+++ b/main/eva_sh/eva_wrap_fmow.sh
@@ -33,7 +33,7 @@ do
     do
         for MINR in 0.02
         do
-            python3 train_unsuper.py \
+            python3 main.py \
                 --spa_enc_type $ENC \
                 --meta_type $META\
                 --dataset $DATA \
diff --git a/main/eva_sh/eva_wrap_inat18.sh b/main/eva_sh/eva_wrap_inat18.sh
index e0c933fc..1ea10bae 100644
--- a/main/eva_sh/eva_wrap_inat18.sh
+++ b/main/eva_sh/eva_wrap_inat18.sh
@@ -27,7 +27,7 @@ RATIO=1.0
 ################# Please set “–save_results” to be T AND “--load_super_model” to be T #################
 
 
-python3 train_unsuper.py \
+python3 main.py \
     --save_results T\
     --load_super_model T\
     --spa_enc_type $ENC \
diff --git a/main/eva_sh/eva_wrap_nabirds.sh b/main/eva_sh/eva_wrap_nabirds.sh
index 0f989cb2..ef3aad3d 100644
--- a/main/eva_sh/eva_wrap_nabirds.sh
+++ b/main/eva_sh/eva_wrap_nabirds.sh
@@ -26,7 +26,7 @@ RATIO=1.0
 ################# Please set “–save_results” to be T AND “--load_super_model” to be T #################
 
 
-python3 train_unsuper.py \
+python3 main.py \
     --save_results T\
     --load_super_model T\
     --spa_enc_type $ENC \
diff --git a/main/eva_sh/eva_wrap_yfcc.sh b/main/eva_sh/eva_wrap_yfcc.sh
index 6317cb93..a2cdf7be 100644
--- a/main/eva_sh/eva_wrap_yfcc.sh
+++ b/main/eva_sh/eva_wrap_yfcc.sh
@@ -22,7 +22,7 @@ ACT=relu
 RATIO=1.0
 
 
-python3 train_unsuper.py \
+python3 main.py \
     --spa_enc_type $ENC \
     --meta_type $META\
     --dataset $DATA \
diff --git a/main/eva_sh/eva_wrapffn_bird_meta.sh b/main/eva_sh/eva_wrapffn_bird_meta.sh
index 26f3ac43..bf909890 100644
--- a/main/eva_sh/eva_wrapffn_bird_meta.sh
+++ b/main/eva_sh/eva_wrapffn_bird_meta.sh
@@ -22,7 +22,7 @@ ACT=relu
 RATIO=1.0
 
 
-python3 train_unsuper.py \
+python3 main.py \
     --save_results T\
     --load_super_model T\
     --spa_enc_type $ENC \
diff --git a/main/eva_sh/eva_wrapffn_bird_orig.sh b/main/eva_sh/eva_wrapffn_bird_orig.sh
index 60f1049c..e72029dc 100644
--- a/main/eva_sh/eva_wrapffn_bird_orig.sh
+++ b/main/eva_sh/eva_wrapffn_bird_orig.sh
@@ -22,7 +22,7 @@ ACT=leakyrelu
 RATIO=1.0
 
 
-python3 train_unsuper.py \
+python3 main.py \
     --save_results T\
     --load_super_model T\
     --spa_enc_type $ENC \
diff --git a/main/eva_sh/eva_wrapffn_inat17.sh b/main/eva_sh/eva_wrapffn_inat17.sh
index 00919b81..f6c27729 100644
--- a/main/eva_sh/eva_wrapffn_inat17.sh
+++ b/main/eva_sh/eva_wrapffn_inat17.sh
@@ -27,7 +27,7 @@ RATIO=1.0
 ################# Please set “–save_results” to be T AND “--load_super_model” to be T #################
 
 
-python3 train_unsuper.py \
+python3 main.py \
     --save_results T\
     --load_super_model T\
     --spa_enc_type $ENC \
diff --git a/main/eva_sh/eva_wrapffn_inat18.sh b/main/eva_sh/eva_wrapffn_inat18.sh
index 858c017b..5aed7ad8 100644
--- a/main/eva_sh/eva_wrapffn_inat18.sh
+++ b/main/eva_sh/eva_wrapffn_inat18.sh
@@ -27,7 +27,7 @@ RATIO=1.0
 ################# Please set “–save_results” to be T AND “--load_super_model” to be T #################
 
 
-python3 train_unsuper.py \
+python3 main.py \
     --save_results T\
     --load_super_model T\
     --spa_enc_type $ENC \
diff --git a/main/eva_sh/eva_wrapffn_nabirds.sh b/main/eva_sh/eva_wrapffn_nabirds.sh
index 0c39995b..abab4dcf 100644
--- a/main/eva_sh/eva_wrapffn_nabirds.sh
+++ b/main/eva_sh/eva_wrapffn_nabirds.sh
@@ -22,7 +22,7 @@ ACT=relu
 RATIO=1.0
 
 
-python3 train_unsuper.py \
+python3 main.py \
     --spa_enc_type $ENC \
     --meta_type $META\
     --dataset $DATA \
diff --git a/main/eva_sh/eva_xyz_bird_meta.sh b/main/eva_sh/eva_xyz_bird_meta.sh
index df4c2c5f..d508c9c3 100644
--- a/main/eva_sh/eva_xyz_bird_meta.sh
+++ b/main/eva_sh/eva_xyz_bird_meta.sh
@@ -26,7 +26,7 @@ RATIO=1.0
 ################# Please set “–save_results” to be T AND “--load_super_model” to be T #################
 
 
-python3 train_unsuper.py \
+python3 main.py \
     --save_results T\
     --load_super_model T\
     --spa_enc_type $ENC \
diff --git a/main/eva_sh/eva_xyz_bird_orig.sh b/main/eva_sh/eva_xyz_bird_orig.sh
index a4c04ff3..9e953479 100644
--- a/main/eva_sh/eva_xyz_bird_orig.sh
+++ b/main/eva_sh/eva_xyz_bird_orig.sh
@@ -26,7 +26,7 @@ RATIO=1.0
 ################# Please set “–save_results” to be T AND “--load_super_model” to be T #################
 
 
-python3 train_unsuper.py \
+python3 main.py \
     --save_results T\
     --load_super_model T\
     --spa_enc_type $ENC \
diff --git a/main/eva_sh/eva_xyz_fmow.sh b/main/eva_sh/eva_xyz_fmow.sh
index 34572600..f9028556 100644
--- a/main/eva_sh/eva_xyz_fmow.sh
+++ b/main/eva_sh/eva_xyz_fmow.sh
@@ -26,7 +26,7 @@ RATIO=1.0
 ################# Please set “–save_results” to be T AND “--load_super_model” to be T #################
 
 
-python3 train_unsuper.py \
+python3 main.py \
     --save_results T\
     --load_super_model T\
     --spa_enc_type $ENC \
diff --git a/main/eva_sh/eva_xyz_inat17.sh b/main/eva_sh/eva_xyz_inat17.sh
index 3f337d7c..ced65a4f 100644
--- a/main/eva_sh/eva_xyz_inat17.sh
+++ b/main/eva_sh/eva_xyz_inat17.sh
@@ -26,7 +26,7 @@ RATIO=1.0
 ################# Please set “–save_results” to be T AND “--load_super_model” to be T #################
 
 
-python3 train_unsuper.py \
+python3 main.py \
     --save_results T\
     --load_super_model F\
     --spa_enc_type $ENC \
diff --git a/main/eva_sh/eva_xyz_inat18.sh b/main/eva_sh/eva_xyz_inat18.sh
index bbf07f1a..5893398a 100644
--- a/main/eva_sh/eva_xyz_inat18.sh
+++ b/main/eva_sh/eva_xyz_inat18.sh
@@ -26,7 +26,7 @@ RATIO=1.0
 ################# Please set “–save_results” to be T AND “--load_super_model” to be T #################
 
 
-python3 train_unsuper.py \
+python3 main.py \
     --save_results T\
     --load_super_model T\
     --spa_enc_type $ENC \
diff --git a/main/eva_sh/eva_xyz_nabirds.sh b/main/eva_sh/eva_xyz_nabirds.sh
index ecf3bb2b..10319df7 100644
--- a/main/eva_sh/eva_xyz_nabirds.sh
+++ b/main/eva_sh/eva_xyz_nabirds.sh
@@ -34,7 +34,7 @@ RATIO=1.0
 ################# Please set “–save_results” to be T AND “--load_super_model” to be T #################
 
 
-python3 train_unsuper.py \
+python3 main.py \
     --save_results T\
     --load_super_model F\
     --spa_enc_type $ENC \
diff --git a/main/run_sh/run_rff.sh b/main/run_sh/run_rff.sh
index f0beae94..8c01e1f4 100644
--- a/main/run_sh/run_rff.sh
+++ b/main/run_sh/run_rff.sh
@@ -33,7 +33,7 @@ do
     do
     for HIDDIM in 512 1024 256
     do
-    python3 train_unsuper.py \
+    python3 main.py \
         --save_results T\
         --load_super_model F\
         --spa_enc_type $ENC \
diff --git a/main/run_sh/run_rff_birdsnap.sh b/main/run_sh/run_rff_birdsnap.sh
index fd019931..b2664c52 100644
--- a/main/run_sh/run_rff_birdsnap.sh
+++ b/main/run_sh/run_rff_birdsnap.sh
@@ -39,7 +39,7 @@ do
         do
             for KERNELSIZE in 0.5 1 2
             do
-                python3 train_unsuper.py \
+                python3 main.py \
                     --spa_enc_type $ENC \
                     --meta_type $META\
                     --dataset $DATA \
diff --git a/main/run_sh/run_rff_inat.sh b/main/run_sh/run_rff_inat.sh
index 3b457c73..061043b9 100644
--- a/main/run_sh/run_rff_inat.sh
+++ b/main/run_sh/run_rff_inat.sh
@@ -37,7 +37,7 @@ do
     do
         for FREQ in 32 16
         do
-            python3 train_unsuper.py \
+            python3 main.py \
                 --spa_enc_type $ENC \
                 --meta_type $META\
                 --dataset $DATA \
diff --git a/main/run_sh/run_rff_yfccfmow.sh b/main/run_sh/run_rff_yfccfmow.sh
index c07b0d9b..2008037c 100644
--- a/main/run_sh/run_rff_yfccfmow.sh
+++ b/main/run_sh/run_rff_yfccfmow.sh
@@ -38,7 +38,7 @@ do
     do
         for KERNELSIZE in 0.5 1 2
         do
-            python3 train_unsuper.py \
+            python3 main.py \
                 --spa_enc_type $ENC \
                 --meta_type $META\
                 --dataset $DATA \
diff --git a/main/run_sh/run_sh.sh b/main/run_sh/run_sh.sh
index 8df69fa4..c6484d3c 100644
--- a/main/run_sh/run_sh.sh
+++ b/main/run_sh/run_sh.sh
@@ -34,7 +34,7 @@ do
     do
     for HIDDIM in 512 1024 256
     do
-    python3 train_unsuper.py \
+    python3 main.py \
         --save_results T\
         --load_super_model F\
         --spa_enc_type $ENC \
diff --git a/main/run_sh/run_spherec.sh b/main/run_sh/run_spherec.sh
index 866cc7a6..b3223838 100644
--- a/main/run_sh/run_spherec.sh
+++ b/main/run_sh/run_spherec.sh
@@ -29,7 +29,7 @@ do
     do
     for HIDDIM in 512 1024 256
     do
-    python3 train_unsuper.py \
+    python3 main.py \
         --save_results T\
         --load_super_model F\
         --spa_enc_type $ENC \
diff --git a/main/run_sh/run_spherec_bird.sh b/main/run_sh/run_spherec_bird.sh
index bdfb3ed1..0e719788 100644
--- a/main/run_sh/run_spherec_bird.sh
+++ b/main/run_sh/run_spherec_bird.sh
@@ -36,7 +36,7 @@ do
         do
             for FREQ in 32 64
             do
-                python3 train_unsuper.py \
+                python3 main.py \
                     --spa_enc_type $ENC \
                     --meta_type $META\
                     --dataset $DATA \
diff --git a/main/run_sh/run_spherec_inat17.sh b/main/run_sh/run_spherec_inat17.sh
index 6d8c7bfc..741081c0 100644
--- a/main/run_sh/run_spherec_inat17.sh
+++ b/main/run_sh/run_spherec_inat17.sh
@@ -37,7 +37,7 @@ do
         do  
             for ACT in relu leakyrelu
             do
-                python3 train_unsuper.py \
+                python3 main.py \
                     --spa_enc_type $ENC \
                     --meta_type $META\
                     --dataset $DATA \
diff --git a/main/run_sh/run_spherec_sus.sh b/main/run_sh/run_spherec_sus.sh
index 1f2a3b5f..3aa39bfe 100644
--- a/main/run_sh/run_spherec_sus.sh
+++ b/main/run_sh/run_spherec_sus.sh
@@ -31,7 +31,7 @@ do
     do
         for MINR in 0.10 0.001 0.0001 0.000001
         do
-        python3 train_unsuper.py \
+        python3 main.py \
             --spa_enc_type $ENC \
             --meta_type $META\
             --dataset $DATA \
diff --git a/main/run_sh/run_spherec_yfccfmow.sh b/main/run_sh/run_spherec_yfccfmow.sh
index 6c36a693..e3899027 100644
--- a/main/run_sh/run_spherec_yfccfmow.sh
+++ b/main/run_sh/run_spherec_yfccfmow.sh
@@ -34,7 +34,7 @@ do
     do
         for MINR in 0.001 #0.0005 0.0001
         do
-            python3 train_unsuper.py \
+            python3 main.py \
                 --spa_enc_type $ENC \
                 --meta_type $META\
                 --dataset $DATA \
diff --git a/main/run_sh/run_spherecplus.sh b/main/run_sh/run_spherecplus.sh
index fd08bd78..25a54759 100644
--- a/main/run_sh/run_spherecplus.sh
+++ b/main/run_sh/run_spherecplus.sh
@@ -30,7 +30,7 @@ do
     do
     for HIDDIM in 512 1024 256
     do
-    python3 train_unsuper.py \
+    python3 main.py \
         --save_results T\
         --load_super_model F\
         --spa_enc_type $ENC \
diff --git a/main/run_sh/run_spherecplus_bird.sh b/main/run_sh/run_spherecplus_bird.sh
index eadc6530..668964f6 100644
--- a/main/run_sh/run_spherecplus_bird.sh
+++ b/main/run_sh/run_spherecplus_bird.sh
@@ -34,7 +34,7 @@ do
     do
         for MINR in 0.001 0.0005 0.0001
         do
-            python3 train_unsuper.py \
+            python3 main.py \
                 --spa_enc_type $ENC \
                 --meta_type $META\
                 --dataset $DATA \
diff --git a/main/run_sh/run_spherecplus_inat17.sh b/main/run_sh/run_spherecplus_inat17.sh
index a30f1a29..a3169add 100644
--- a/main/run_sh/run_spherecplus_inat17.sh
+++ b/main/run_sh/run_spherecplus_inat17.sh
@@ -37,7 +37,7 @@ do
         do  
             for ACT in relu leakyrelu
             do
-                python3 train_unsuper.py \
+                python3 main.py \
                     --spa_enc_type $ENC \
                     --meta_type $META\
                     --dataset $DATA \
diff --git a/main/run_sh/run_spherecplus_yfccfmow.sh b/main/run_sh/run_spherecplus_yfccfmow.sh
index f39a0432..0a2521aa 100644
--- a/main/run_sh/run_spherecplus_yfccfmow.sh
+++ b/main/run_sh/run_spherecplus_yfccfmow.sh
@@ -34,7 +34,7 @@ do
     do
         for MINR in 0.001 0.0005 0.0001
         do
-            python3 train_unsuper.py \
+            python3 main.py \
                 --spa_enc_type $ENC \
                 --meta_type $META\
                 --dataset $DATA \
diff --git a/main/run_sh/run_spherem.sh b/main/run_sh/run_spherem.sh
index 31515e3c..204c01b6 100644
--- a/main/run_sh/run_spherem.sh
+++ b/main/run_sh/run_spherem.sh
@@ -29,7 +29,7 @@ do
     do
     for HIDDIM in 512 1024 256
     do
-    python3 train_unsuper.py \
+    python3 main.py \
         --save_results T\
         --load_super_model F\
         --spa_enc_type $ENC \
diff --git a/main/run_sh/run_spherem_bird.sh b/main/run_sh/run_spherem_bird.sh
index 4037c738..44c94156 100644
--- a/main/run_sh/run_spherem_bird.sh
+++ b/main/run_sh/run_spherem_bird.sh
@@ -36,7 +36,7 @@ do
         do
             for FREQ in 64 32
             do
-                python3 train_unsuper.py \
+                python3 main.py \
                     --spa_enc_type $ENC \
                     --meta_type $META\
                     --dataset $DATA \
diff --git a/main/run_sh/run_spherem_inat17.sh b/main/run_sh/run_spherem_inat17.sh
index bf4369a4..b2da10b8 100644
--- a/main/run_sh/run_spherem_inat17.sh
+++ b/main/run_sh/run_spherem_inat17.sh
@@ -37,7 +37,7 @@ do
         do  
             for ACT in relu leakyrelu
             do
-                python3 train_unsuper.py \
+                python3 main.py \
                     --spa_enc_type $ENC \
                     --meta_type $META\
                     --dataset $DATA \
diff --git a/main/run_sh/run_spherem_yfccfmow.sh b/main/run_sh/run_spherem_yfccfmow.sh
index df79e7de..7f32df64 100644
--- a/main/run_sh/run_spherem_yfccfmow.sh
+++ b/main/run_sh/run_spherem_yfccfmow.sh
@@ -36,7 +36,7 @@ do
         do
             for FREQ in 64
             do
-                python3 train_unsuper.py \
+                python3 main.py \
                     --spa_enc_type $ENC \
                     --meta_type $META\
                     --dataset $DATA \
diff --git a/main/run_sh/run_spheremplus.sh b/main/run_sh/run_spheremplus.sh
index 17e484d3..5ab285fa 100644
--- a/main/run_sh/run_spheremplus.sh
+++ b/main/run_sh/run_spheremplus.sh
@@ -29,7 +29,7 @@ do
     do
     for HIDDIM in 512 1024 256
     do
-    python3 train_unsuper.py \
+    python3 main.py \
         --save_results T\
         --load_super_model F\
         --spa_enc_type $ENC \
diff --git a/main/run_sh/run_spheremplus_bird_orig.sh b/main/run_sh/run_spheremplus_bird_orig.sh
index 5155ff00..a5a2b87f 100644
--- a/main/run_sh/run_spheremplus_bird_orig.sh
+++ b/main/run_sh/run_spheremplus_bird_orig.sh
@@ -36,7 +36,7 @@ do
         do
             for FREQ in 32
             do
-                python3 train_unsuper.py \
+                python3 main.py \
                     --spa_enc_type $ENC \
                     --meta_type $META\
                     --dataset $DATA \
diff --git a/main/run_sh/run_spheremplus_nabirds.sh b/main/run_sh/run_spheremplus_nabirds.sh
index 470b06bc..705a50e2 100644
--- a/main/run_sh/run_spheremplus_nabirds.sh
+++ b/main/run_sh/run_spheremplus_nabirds.sh
@@ -36,7 +36,7 @@ do
         do
             for FREQ in 32
             do
-                python3 train_unsuper.py \
+                python3 main.py \
                     --spa_enc_type $ENC \
                     --meta_type $META\
                     --dataset $DATA \
diff --git a/main/run_sh/run_sphericalharmonics_birdsnap.sh b/main/run_sh/run_sphericalharmonics_birdsnap.sh
index a69e7283..4b24320d 100644
--- a/main/run_sh/run_sphericalharmonics_birdsnap.sh
+++ b/main/run_sh/run_sphericalharmonics_birdsnap.sh
@@ -38,7 +38,7 @@ do
             do
                 for LAYER in 3
                 do
-                    python3 train_unsuper.py \
+                    python3 main.py \
                         --spa_enc_type $ENC \
                         --meta_type $META\
                         --dataset $DATA \
diff --git a/main/run_sh/run_sphericalharmonics_fmow.sh b/main/run_sh/run_sphericalharmonics_fmow.sh
index 8651b316..880dc8fe 100644
--- a/main/run_sh/run_sphericalharmonics_fmow.sh
+++ b/main/run_sh/run_sphericalharmonics_fmow.sh
@@ -38,7 +38,7 @@ do
             do
                 for LAYER in 3
                 do
-                    python3 train_unsuper.py \
+                    python3 main.py \
                         --spa_enc_type $ENC \
                         --meta_type $META\
                         --dataset $DATA \
diff --git a/main/run_sh/run_sphericalharmonics_inat2017.sh b/main/run_sh/run_sphericalharmonics_inat2017.sh
index d092a73e..90e72220 100644
--- a/main/run_sh/run_sphericalharmonics_inat2017.sh
+++ b/main/run_sh/run_sphericalharmonics_inat2017.sh
@@ -38,7 +38,7 @@ do
             do
                 for LAYER in 3
                 do
-                    python3 train_unsuper.py \
+                    python3 main.py \
                         --spa_enc_type $ENC \
                         --meta_type $META\
                         --dataset $DATA \
diff --git a/main/run_sh/run_sphericalharmonics_inat2018.sh b/main/run_sh/run_sphericalharmonics_inat2018.sh
index 71543cfc..bed17ef1 100644
--- a/main/run_sh/run_sphericalharmonics_inat2018.sh
+++ b/main/run_sh/run_sphericalharmonics_inat2018.sh
@@ -38,7 +38,7 @@ do
             do
                 for LAYER in 3
                 do
-                    python3 train_unsuper.py \
+                    python3 main.py \
                         --spa_enc_type $ENC \
                         --meta_type $META\
                         --dataset $DATA \
diff --git a/main/run_sh/run_sphericalharmonics_nabirds.sh b/main/run_sh/run_sphericalharmonics_nabirds.sh
index 0895ad40..a326f9b7 100644
--- a/main/run_sh/run_sphericalharmonics_nabirds.sh
+++ b/main/run_sh/run_sphericalharmonics_nabirds.sh
@@ -38,7 +38,7 @@ do
             do
                 for LAYER in 3
                 do
-                    python3 train_unsuper.py \
+                    python3 main.py \
                         --spa_enc_type $ENC \
                         --meta_type $META\
                         --dataset $DATA \
diff --git a/main/run_sh/run_sphericalharmonics_yfcc.sh b/main/run_sh/run_sphericalharmonics_yfcc.sh
index 0470c1e8..50dc7543 100644
--- a/main/run_sh/run_sphericalharmonics_yfcc.sh
+++ b/main/run_sh/run_sphericalharmonics_yfcc.sh
@@ -38,7 +38,7 @@ do
             do
                 for LAYER in 3
                 do
-                    python3 train_unsuper.py \
+                    python3 main.py \
                         --spa_enc_type $ENC \
                         --meta_type $META\
                         --dataset $DATA \
diff --git a/main/run_sh/run_theory.sh b/main/run_sh/run_theory.sh
index 57dff04c..c6c98277 100644
--- a/main/run_sh/run_theory.sh
+++ b/main/run_sh/run_theory.sh
@@ -29,7 +29,7 @@ do
     do
     for HIDDIM in 512 1024 256
     do
-    python3 train_unsuper.py \
+    python3 main.py \
         --save_results T\
         --load_super_model F\
         --spa_enc_type $ENC \
diff --git a/main/run_sh/run_tile.sh b/main/run_sh/run_tile.sh
index 460b5fcf..63d44f73 100644
--- a/main/run_sh/run_tile.sh
+++ b/main/run_sh/run_tile.sh
@@ -29,7 +29,7 @@ do
     do
     for HIDDIM in 512 1024 256
     do
-        python3 train_unsuper.py \
+        python3 main.py \
             --save_results T\
             --load_super_model F\
             --spa_enc_type $ENC \
diff --git a/main/run_sh/run_tile_mopop.sh b/main/run_sh/run_tile_mopop.sh
index 6e8ec344..2c22e9d4 100644
--- a/main/run_sh/run_tile_mopop.sh
+++ b/main/run_sh/run_tile_mopop.sh
@@ -27,7 +27,7 @@ for LR in 0.00001 #0.00001 0.00002 0.00005 #0.0005 #0.00005
 do
     for MINR in 0.0001 0.001 0.000001
     do
-    python3 train_unsuper.py \
+    python3 main.py \
         --save_results T\
         --load_super_model F\
         --spa_enc_type $ENC \
diff --git a/main/run_sh/run_wrap.sh b/main/run_sh/run_wrap.sh
index f1426fd8..edc2262e 100644
--- a/main/run_sh/run_wrap.sh
+++ b/main/run_sh/run_wrap.sh
@@ -29,7 +29,7 @@ do
     do
     for HIDDIM in 512 1024 256
     do
-    python3 train_unsuper.py \
+    python3 main.py \
         --save_results T\
         --load_super_model F\
         --spa_enc_type $ENC \
diff --git a/main/run_sh/run_wrap_bird.sh b/main/run_sh/run_wrap_bird.sh
index aa2f4c8e..09a80bf1 100644
--- a/main/run_sh/run_wrap_bird.sh
+++ b/main/run_sh/run_wrap_bird.sh
@@ -33,7 +33,7 @@ do
     do
         for MINR in 0.10 0.05 0.02 0.01 0.005 0.001 0.0001
         do
-            python3 train_unsuper.py \
+            python3 main.py \
                 --spa_enc_type $ENC \
                 --meta_type $META\
                 --dataset $DATA \
diff --git a/main/run_sh/run_wrap_inat.sh b/main/run_sh/run_wrap_inat.sh
index 01f60401..ad63597e 100644
--- a/main/run_sh/run_wrap_inat.sh
+++ b/main/run_sh/run_wrap_inat.sh
@@ -33,7 +33,7 @@ do
     do
         for MINR in 0.10 0.05 0.02 0.01 0.005 0.001 0.0001
         do
-            python3 train_unsuper.py \
+            python3 main.py \
                 --spa_enc_type $ENC \
                 --meta_type $META\
                 --dataset $DATA \
diff --git a/main/run_sh/run_wrap_yfccfmow.sh b/main/run_sh/run_wrap_yfccfmow.sh
index 8086628b..a7dccf9f 100644
--- a/main/run_sh/run_wrap_yfccfmow.sh
+++ b/main/run_sh/run_wrap_yfccfmow.sh
@@ -34,7 +34,7 @@ do
     do
         for MINR in 0.10 0.05 0.02 0.01 0.005 0.001 0.0001
         do
-            python3 train_unsuper.py \
+            python3 main.py \
                 --spa_enc_type $ENC \
                 --meta_type $META\
                 --dataset $DATA \
diff --git a/main/run_sh/run_wrapffn.sh b/main/run_sh/run_wrapffn.sh
index ac50fdfc..15e07249 100644
--- a/main/run_sh/run_wrapffn.sh
+++ b/main/run_sh/run_wrapffn.sh
@@ -29,7 +29,7 @@ do
     do
     for HIDDIM in 512 1024 256
     do
-    python3 train_unsuper.py \
+    python3 main.py \
         --save_results T\
         --load_super_model F\
         --spa_enc_type $ENC \
diff --git a/main/run_sh/run_wrapffn_bird.sh b/main/run_sh/run_wrapffn_bird.sh
index 5f8c2f21..f545885a 100644
--- a/main/run_sh/run_wrapffn_bird.sh
+++ b/main/run_sh/run_wrapffn_bird.sh
@@ -31,7 +31,7 @@ do
     IFS=',' read DATA  META  EVALDATA <<< "${x}"
     for LR in 0.005 0.002 0.001 0.0005
     do
-        python3 train_unsuper.py \
+        python3 main.py \
             --spa_enc_type $ENC \
             --meta_type $META\
             --dataset $DATA \
diff --git a/main/run_sh/run_wrapffn_yfccfmow.sh b/main/run_sh/run_wrapffn_yfccfmow.sh
index f3cf8b7d..1b411c83 100644
--- a/main/run_sh/run_wrapffn_yfccfmow.sh
+++ b/main/run_sh/run_wrapffn_yfccfmow.sh
@@ -32,7 +32,7 @@ do
     IFS=',' read DATA  META  EVALDATA <<< "${x}"
     for LR in 0.005 0.002 0.001 0.0005
     do
-        python3 train_unsuper.py \
+        python3 main.py \
             --spa_enc_type $ENC \
             --meta_type $META\
             --dataset $DATA \
diff --git a/main/run_sh/run_xyz_birdsnap.sh b/main/run_sh/run_xyz_birdsnap.sh
index dfb50f75..abdfc9ec 100644
--- a/main/run_sh/run_xyz_birdsnap.sh
+++ b/main/run_sh/run_xyz_birdsnap.sh
@@ -37,7 +37,7 @@ do
             do
                 for LAYER in 2 3
                 do
-                    python3 train_unsuper.py \
+                    python3 main.py \
                         --spa_enc_type $ENC \
                         --meta_type $META\
                         --dataset $DATA \
diff --git a/main/run_sh/run_xyz_inat.sh b/main/run_sh/run_xyz_inat.sh
index 9cb3567c..d5616776 100644
--- a/main/run_sh/run_xyz_inat.sh
+++ b/main/run_sh/run_xyz_inat.sh
@@ -33,7 +33,7 @@ RATIO=1.0
 #    do
 #        for MINR in 0.005 0.001 0.0001
 #        do
-python3 train_unsuper.py \
+python3 main.py \
     --load_super_model T\
     --eval_frequency 10 \
     --spa_enc_type $ENC \
diff --git a/main/run_sh/run_xyz_sus.sh b/main/run_sh/run_xyz_sus.sh
index 34031bd2..40fc6671 100644
--- a/main/run_sh/run_xyz_sus.sh
+++ b/main/run_sh/run_xyz_sus.sh
@@ -29,7 +29,7 @@ do
     do
     for HIDDIM in 512 1024 256
     do
-    python3 train_unsuper.py \
+    python3 main.py \
         --save_results T\
         --load_super_model F\
         --spa_enc_type $ENC \
diff --git a/main/run_sh/run_xyz_yfccfmow.sh b/main/run_sh/run_xyz_yfccfmow.sh
index 2d7428c9..46552c26 100644
--- a/main/run_sh/run_xyz_yfccfmow.sh
+++ b/main/run_sh/run_xyz_yfccfmow.sh
@@ -32,7 +32,7 @@ do
     IFS=',' read DATA  META  EVALDATA <<< "${x}"
     for LR in 0.01 0.005 0.002 0.001 0.0005
     do
-        python3 train_unsuper.py \
+        python3 main.py \
             --spa_enc_type $ENC \
             --meta_type $META\
             --dataset $DATA \