diff --git a/bin/run_all_tests.rb b/bin/run_all_tests.rb
index da3c4aa..3530490 100644
--- a/bin/run_all_tests.rb
+++ b/bin/run_all_tests.rb
@@ -1,10 +1,17 @@
-def run_stuff(board_rep, model_name, ply)
+def run_stuff(board_rep, model_name)
   epi_count = 0
-  system("python3 main.py --train --model #{model_name} --board-rep #{board_rep} --episodes 1 --ply #{ply}")
+  system("python3 main.py --train --model #{model_name} --board-rep #{board_rep} --episodes 1 --force-creation")
   while epi_count < 200000 do
-    system("python3 main.py --eval --model #{model_name} --eval-methods dumbeval --episodes 250 --ply #{ply} --repeat-eval 3")
-    system("python3 main.py --eval --model #{model_name} --eval-methods pubeval --episodes 250 --ply #{ply} --repeat-eval 3")
-    system("python3 main.py --train --model #{model_name} --episodes 2000 --ply #{ply}")
+    for _ in (1..3) do
+      system("python3 main.py --eval --model #{model_name} --board-rep #{board_rep} --eval-methods dumbeval --episodes 250")
+    end
+
+    for _ in (1..3) do
+      system("python3 main.py --eval --model #{model_name} --board-rep #{board_rep} --eval-methods pubeval --episodes 250")
+    end
+
+    system("python3 main.py --train --model #{model_name} --board-rep #{board_rep} --episodes 2000")
+    
     epi_count += 2000
   end
 end
@@ -16,16 +23,16 @@ end
 
 board_rep = "quack"
 model_name = "quack_test_0_ply"
-ply = 0
 
-run_stuff(board_rep, model_name, ply)
+
+run_stuff(board_rep, model_name)
 
 
 #board_rep = "quack"
 #model_name = "quack_test_1_ply"
-#ply = 1
+#
 
-#run_stuff(board_rep, model_name, ply)
+#run_stuff(board_rep, model_name)
 
 ### ///////////////////////////////////////////////////////////////
 # QUACK-FAT TESTING
@@ -33,15 +40,15 @@ run_stuff(board_rep, model_name, ply)
 
 board_rep = "quack-fat"
 model_name = "quack-fat_test_0_ply"
-ply = 0
 
-run_stuff(board_rep, model_name, ply)
+
+run_stuff(board_rep, model_name)
 
 #board_rep = "quack-fat"
 #model_name = "quack-fat_test_1_ply"
-#ply = 1
+#
 
-#run_stuff(board_rep, model_name, ply)
+#run_stuff(board_rep, model_name)
 
 ### ///////////////////////////////////////////////////////////////
 # QUACK-NORM TESTING
@@ -50,15 +57,15 @@ run_stuff(board_rep, model_name, ply)
 
 board_rep = "quack-norm"
 model_name = "quack-norm_test_0_ply"
-ply = 0
 
-run_stuff(board_rep, model_name, ply)
+
+run_stuff(board_rep, model_name)
 
 #board_rep = "quack-norm"
 #model_name = "quack-norm_test_1_ply"
-#ply = 1
+#
 
-#run_stuff(board_rep, model_name, ply)
+#run_stuff(board_rep, model_name)
 
 ### ///////////////////////////////////////////////////////////////
 # TESAURO TESTING
@@ -67,15 +74,15 @@ run_stuff(board_rep, model_name, ply)
 
 board_rep = "tesauro"
 model_name = "tesauro_test_0_ply"
-ply = 0
 
-run_stuff(board_rep, model_name, ply)
+
+run_stuff(board_rep, model_name)
 
 #board_rep = "tesauro"
 #model_name = "tesauro_test_1_ply"
-#ply = 1
+#
 
-#run_stuff(board_rep, model_name, ply)
+#run_stuff(board_rep, model_name)