diff --git a/modules/util/abi_surfrad.py b/modules/util/abi_surfrad.py
index 450e761d221acaf540d622ff8814c308caf0438a..99c4bbef9955109581a1b5f6dbab4564c237b548 100644
--- a/modules/util/abi_surfrad.py
+++ b/modules/util/abi_surfrad.py
@@ -75,10 +75,12 @@ def run_all(directory, out_directory, day_night='ANY', pattern='clavrx_*.nc', st
     total_num_valid_samples = 0
     num_keep_x_tiles = 4
 
-    path = directory + '**' + '/' + pattern
+    # path = directory + '**' + '/' + pattern
+    path = directory + '*_v3/2020/' + '**' + '/' + pattern
 
     all_files = glob.glob(path, recursive=True)
-    valid_files = glob.glob(directory + '*/0[1-4]/*/*.nc', recursive=True)
+    # valid_files = glob.glob(directory + '*/0[1-4]/*/*.nc', recursive=True)
+    valid_files = glob.glob(directory + '*_v3/2020/*/0[1-5]/*/*.nc', recursive=True)
     train_files = [f for f in all_files if f not in valid_files]
 
     data_tiles_i = []
@@ -89,7 +91,7 @@ def run_all(directory, out_directory, day_night='ANY', pattern='clavrx_*.nc', st
     print('Start, number of valid files: ', num_files)
 
     total_num_not_missing = 0
-    num_skip = 3
+    num_skip = 2
 
     for idx, data_f in enumerate(valid_files):
         if idx % num_skip == 0:  # if we want to skip some files
@@ -182,7 +184,7 @@ def run_all(directory, out_directory, day_night='ANY', pattern='clavrx_*.nc', st
             if len(data_tiles_m) == 0:
                 continue
 
-            if (f_cnt % 40) == 0:
+            if (f_cnt % 100) == 0:
                 num_train_samples = 0
                 if len(data_tiles_m) > 0:
                     train_i = np.stack(data_tiles_i)