diff --git a/benchmarks/roman_pots/Snakefile b/benchmarks/roman_pots/Snakefile
index 5d985771..6f755f2a 100644
--- a/benchmarks/roman_pots/Snakefile
+++ b/benchmarks/roman_pots/Snakefile
@@ -2,6 +2,8 @@ from itertools import product
 import hashlib
 
 DETECTOR_PATH = os.environ["DETECTOR_PATH"]
+SUBSYSTEM = "roman_pots"
+BENCHMARK = "dense_neural_network"
 DETECTOR_VERSION = ["23.11.0","23.12.0"]
 DETECTOR_CONFIG = ["epic_craterlake", "epic_brycecanyon"]
 NUM_TRAINING_INPUTS = [100,10]
@@ -41,7 +43,7 @@ MODEL_VERSION = [
 
 rule all:
   input:
-    expand("results/{detector_version}/{detector_config}/detector_benchmarks/roman_pots/ml/metadata/{detector_version}_{detector_config}_{model_version}.txt",
+    expand("results/{detector_version}/{detector_config}/detector_benchmarks/"+str(SUBSYSTEM)+"/"+str(BENCHMARK)+"/metadata/{detector_version}_{detector_config}_"+str(SUBSYSTEM)+"_"+str(BENCHMARK)+"_{model_version}.txt",
            detector_version=DETECTOR_VERSION,  
            detector_config=DETECTOR_CONFIG,
            model_version=MODEL_VERSION)        
@@ -50,7 +52,7 @@ rule all:
 rule roman_pots_generate_neural_network_configs:
   input:   
   output:
-    expand("results/{detector_version}/{detector_config}/detector_benchmarks/roman_pots/ml/metadata/{detector_version}_{detector_config}_{model_version}.txt",
+    expand("results/{detector_version}/{detector_config}/detector_benchmarks/"+str(SUBSYSTEM)+"/"+str(BENCHMARK)+"/metadata/{detector_version}_{detector_config}_"+str(SUBSYSTEM)+"_"+str(BENCHMARK)+"_{model_version}.txt",
            detector_version=DETECTOR_VERSION,
            detector_config=DETECTOR_CONFIG,
            model_version=MODEL_VERSION)        
@@ -63,12 +65,12 @@ rule roman_pots_generate_neural_network_configs:
     NUM_EPOCHS_PZ, LEARNING_RATE_PZ, SIZE_INPUT_PZ, SIZE_OUTPUT_PZ, N_LAYERS_PZ, SIZE_FIRST_HIDDEN_LAYER_PZ, MULTIPLIER_PZ, LEAK_RATE_PZ,
     NUM_EPOCHS_PY, LEARNING_RATE_PY, SIZE_INPUT_PY, SIZE_OUTPUT_PY, N_LAYERS_PY, SIZE_FIRST_HIDDEN_LAYER_PY, MULTIPLIER_PY, LEAK_RATE_PY,
     NUM_EPOCHS_PX, LEARNING_RATE_PX, SIZE_INPUT_PX, SIZE_OUTPUT_PX, N_LAYERS_PX, SIZE_FIRST_HIDDEN_LAYER_PX, MULTIPLIER_PX, LEAK_RATE_PX): 
-      output_dir = "results/"+str(detector_version)+"/"+str(detector_config)+"/detector_benchmarks/roman_pots/ml/metadata"  
+      output_dir = "results/"+str(detector_version)+"/"+str(detector_config)+"/detector_benchmarks/"+str(SUBSYSTEM)+"/"+str(BENCHMARK)+"/metadata"  
       output_file = str(num_training_inputs)+"_"+\
                     str(num_epochs_pz)+"_"+str(learning_rate_pz)+"_"+str(size_input_pz)+"_"+str(size_output_pz)+"_"+str(n_layers_pz)+"_"+str(size_first_hidden_layer_pz)+"_"+str(multiplier_pz)+"_"+str(leak_rate_pz)+"_"+\
                     str(num_epochs_py)+"_"+str(learning_rate_py)+"_"+str(size_input_py)+"_"+str(size_output_py)+"_"+str(n_layers_py)+"_"+str(size_first_hidden_layer_py)+"_"+str(multiplier_py)+"_"+str(leak_rate_py)+"_"+\
                     str(num_epochs_px)+"_"+str(learning_rate_px)+"_"+str(size_input_px)+"_"+str(size_output_px)+"_"+str(n_layers_px)+"_"+str(size_first_hidden_layer_px)+"_"+str(multiplier_px)+"_"+str(leak_rate_px)
-      output_file_location = open(str(output_dir)+"/"+str(detector_version)+"_"+str(detector_config)+"_"+str(hashlib.sha512(output_file.encode()).hexdigest())+".txt","w")
+      output_file_location = open(str(output_dir)+"/"+str(detector_version)+"_"+str(detector_config)+"_"+str(SUBSYSTEM)+"_"+str(BENCHMARK)+"_"+str(hashlib.sha512(output_file.encode()).hexdigest())+".txt","w")
       output_file_location.write(output_file)
       print(output_file_location)
       output_file_location.close()