fix brute force

README.md

@@ -32,9 +32,21 @@ The instruction below will do a sweep run on each of the following networks:
    - NCF_rec
    - Resnet_50_v1
 
-To run individual 
+To obtain individual optimization result for a specific network and a specfic number of partition, please refer to the section below.
 
 To get optimization result with 
+1. CMA-es
+    ```bash
+    # cd optimization_algo/scripts
+    # ./sweep_nets_cma.sh
+    ```
+
+1. GA
+    ```bash
+    # cd optimization_algo/scripts
+    # ./sweep_nets_cma.sh
+    ```
+
 1. CMA
     ```bash
     # cd optimization_algo/scripts
@@ -44,7 +56,7 @@ To get optimization result with
 2. Brute Force
     ```bash
     # cd optimization_algo/scripts
-    # ./sweep_nets_.sh
+    # ./sweep_nets_brute.sh
     ```
 
 #### Custom topologies

optimization_algo/approaches/brute_force_approach.py

@@ -40,7 +40,7 @@ class brute_force(object):
 
     def parse_topology_file(self):
         layers = []
-        with open(self.topology_file, 'r') as f:
+        with open(pc.TOPOLOGIES_PATH+self.topology_file, 'r') as f:
             next(f)
             for line in f:
                 elems = line.strip().split(',')
@@ -53,7 +53,7 @@ class brute_force(object):
     def parse_data_set_file(self, path_to_data_csv):
         first = True
         target_idx = 2
-        with open(path_to_data_csv, 'r') as f:
+        with open(pc.DATA_SOURCE_PATH+path_to_data_csv, 'r') as f:
             for line in f:
                 elems = line.strip().split(',')
                 # #print(elems)
@@ -151,7 +151,7 @@ class brute_force(object):
         print("Throughtput Ratio:", (1/max_latency)/(1/full_latency[full_max_idx]))
         print("Latency increase:", (max_latency*self.k)/full_latency[full_max_idx])
 
-        with open('bruteforce.csv', 'a') as csvFile:
+        with open(pc.RESULT_CSV_PATH+'bruteforce.csv', 'a') as csvFile:
             writer = csv.writer(csvFile, delimiter=',', lineterminator="\n")
             writer.writerow([self.target_col,self.k, self.topology_file, 1,(1/max_latency), max_latency*self.k, 1/full_latency[full_max_idx], full_latency[full_max_idx], (1/max_latency)/(1/full_latency[full_max_idx]), (max_latency*self.k)/full_latency[full_max_idx], layer, res, self.end-self.start, self.max_res_unit])
         csvFile.close

optimization_algo/scripts/brute_force_parallel.sh

@@ -4,6 +4,8 @@
 declare -a layers=(46 27 10 58 8 8 8 53)
 declare -a max_partitions=(7 7 7 7 7 7 7 7)
 
+# this script is designed to be use 
+# with tmux to use multi-processing
 net=$1
 for partitions in `seq 2 ${max_partitions[$i]}`;
 do
@@ -12,7 +14,7 @@ do
         for target in DRAM_cycle;
         do
             echo $net $partitions $target
-            python3 brute_force_approach.py \
+            python3 ../approaches/brute_force_approach.py \
                 ${net} \
                 ${partitions} \
                 ${res_unit} \