ADD: new simulations

.gitignore

@@ -194,3 +194,855 @@ XML/LinProg_test/map_addition_old.xml
 XML/LinProg_test/map_additionNoInit_old.xml
 XML/LinProg_test/LinProgResults.json
 LinProg_Scripts/test.py
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+LinProg_Scripts/output.ipynb

LinProg_Scripts/CombinedMapping.txt

@@ -1,2 +1,8 @@
-Router 0: Tasks [0, 1, 2, 3, 4, 5]
-Router 10: Tasks [10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 6, 7, 8, 9]
+Router 0: Tasks [0, 1, 2, 3]
+Router 10: Tasks [10, 8, 9]
+Router 11: Tasks [11, 12, 13, 14, 15, 16, 7]
+Router 17: Tasks [17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34]
+Router 35: Tasks [35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52]
+Router 4: Tasks [4, 5, 6]
+Router 53: Tasks [53, 54, 55, 56, 57, 58, 59, 60, 61, 65, 66, 67, 68, 69]
+Router 62: Tasks [62, 63, 64]

LinProg_Scripts/LinProgResults.json

@@ -4,35 +4,136 @@
             0,
             1,
             2,
-            3,
-            4,
-            5
+            3
         ],
         "10": [
             10,
+            8,
+            9
+        ],
+        "11": [
             11,
             12,
             13,
             14,
             15,
             16,
+            7
+        ],
+        "17": [
             17,
             18,
             19,
-            6,
-            7,
-            8,
-            9
+            20,
+            21,
+            22,
+            23,
+            24,
+            25,
+            26,
+            27,
+            28,
+            29,
+            30,
+            31,
+            32,
+            33,
+            34
+        ],
+        "35": [
+            35,
+            36,
+            37,
+            38,
+            39,
+            40,
+            41,
+            42,
+            43,
+            44,
+            45,
+            46,
+            47,
+            48,
+            49,
+            50,
+            51,
+            52
+        ],
+        "4": [
+            4,
+            5,
+            6
+        ],
+        "53": [
+            53,
+            54,
+            55,
+            56,
+            57,
+            58,
+            59,
+            60,
+            61,
+            65,
+            66,
+            67,
+            68,
+            69
+        ],
+        "62": [
+            62,
+            63,
+            64
         ]
     },
     "mapping": {
-        "10": 2,
-        "0": 3
+        "17": 2,
+        "10": 7,
+        "35": 1,
+        "4": 6,
+        "11": 3,
+        "53": 0,
+        "62": 4,
+        "0": 10
     },
     "shortest_path": [
+        [
+            10,
+            6
+        ],
+        [
+            6,
+            7
+        ],
+        [
+            7,
+            3
+        ],
         [
             3,
             2
+        ],
+        [
+            2,
+            1
+        ],
+        [
+            1,
+            0
+        ],
+        [
+            6,
+            2,
+            3
+        ],
+        [
+            0,
+            4
+        ],
+        [
+            4,
+            0
         ]
     ]
 }

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     <node id="0">
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+      <data key="d2">14</data>
       <data key="d3">True</data>
       <data key="d4">False</data>
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+    <node id="4">
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+      <data key="d4">False</data>
+    </node>
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+      <data key="d1">1924</data>
+      <data key="d2">5</data>
+      <data key="d3">False</data>
+      <data key="d4">False</data>
+    </node>
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+      <data key="d3">False</data>
+      <data key="d4">False</data>
+    </node>
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+      <data key="d3">False</data>
+      <data key="d4">False</data>
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+      <data key="d2">5</data>
+      <data key="d3">False</data>
+      <data key="d4">False</data>
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+      <data key="d2">2</data>
       <data key="d3">False</data>
       <data key="d4">True</data>
     </node>
-    <edge source="0" target="10">
-      <data key="d5">302</data>
+    <node id="62">
+      <data key="d0">38</data>
+      <data key="d1">3028</data>
+      <data key="d2">3</data>
+      <data key="d3">False</data>
+      <data key="d4">False</data>
+    </node>
+    <edge source="0" target="4">
+      <data key="d5">56</data>
+    </edge>
+    <edge source="4" target="10">
+      <data key="d5">35</data>
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+    <edge source="4" target="11">
+      <data key="d5">14</data>
+    </edge>
+    <edge source="11" target="17">
+      <data key="d5">5</data>
+    </edge>
+    <edge source="10" target="11">
+      <data key="d5">14</data>
+    </edge>
+    <edge source="17" target="35">
+      <data key="d5">5</data>
+    </edge>
+    <edge source="35" target="53">
+      <data key="d5">5</data>
+    </edge>
+    <edge source="53" target="62">
+      <data key="d5">12</data>
+    </edge>
+    <edge source="62" target="53">
+      <data key="d5">3</data>
     </edge>
   </graph>
 </graphml>

LinProg_Scripts/ResultHeatmap.py

@@ -1,9 +1,10 @@
 import pandas as pd
 import seaborn as sns
 import matplotlib.pyplot as plt
+import statsmodels.api as sm
 
 # Read the CSV file
-csv_path = "../optimization_results/inception70/results.csv"
+csv_path = "../optimization_results/inception70/resultsGem5.csv"
 df = pd.read_csv(csv_path)
 
 
@@ -12,6 +13,42 @@ spearman_corr = df[['noc_factor', 'comp_factor', 'objective_value']].corr(method
 
 print("Pearson correlation:\n", pearson_corr['objective_value'])
 print("\nSpearman correlation:\n", spearman_corr['objective_value'])
+
+
+
+X = df[['noc_factor', 'comp_factor']]
+y = df['objective_value']
+
+# Add constant (intercept term) to the model
+X = sm.add_constant(X)
+
+# Fit the model using Ordinary Least Squares (OLS)
+model = sm.OLS(y, X).fit()
+
+# Show the regression results
+print(model.summary())
+print(f"Effect of noc_factor    : {model.params['noc_factor']:.3f}")
+print(f"Effect of comp_factor   : {model.params['comp_factor']:.3f}")
+
+# Print R-squared to show how good the regression fits
+print(f"R-squared (fit quality) : {model.rsquared:.4f}")
+df['objective_value']=df['objective_value']*1000
+# ...existing code...
+effect_noc = abs(model.params['noc_factor'])
+effect_comp = abs(model.params['comp_factor'])
+
+if effect_noc > effect_comp:
+    more_factor = "noc_factor"
+    less_factor = "comp_factor"
+    ratio = effect_noc / effect_comp if effect_comp != 0 else float('inf')
+else:
+    more_factor = "comp_factor"
+    less_factor = "noc_factor"
+    ratio = effect_comp / effect_noc if effect_noc != 0 else float('inf')
+
+print(f"{more_factor} impacts the objective value {ratio:.2f} times more than {less_factor}.")
+# ...existing code...
+impact_summary = f"{more_factor} x{ratio:.2f} > {less_factor}"
 # Pivot the data to create a matrix for the heatmap
 heatmap_data = df.pivot_table(
     index="noc_factor",
@@ -33,14 +70,23 @@ sns.heatmap(
     cmap="viridis",
     cbar_kws={'label': 'Max Delay'}  # Add colorbar label
 )
-plt.title("Max Delay Heatmap\n(Pearson: noc={:.2f}, comp={:.2f} | Spearman: noc={:.2f}, comp={:.2f})".format(
-    pearson_corr['objective_value']['noc_factor'],
-    pearson_corr['objective_value']['comp_factor'],
-    spearman_corr['objective_value']['noc_factor'],
-    spearman_corr['objective_value']['comp_factor']
-))
+plt.title(
+    "Max Delay Heatmap\n"
+    "Pearson: noc={:.2f}, comp={:.2f} | Spearman: noc={:.2f}, comp={:.2f}\n"
+    "Regression: noc={:.2f}{} , comp={:.2f}{} | R²={:.2f}".format(
+        pearson_corr['objective_value']['noc_factor'],
+        pearson_corr['objective_value']['comp_factor'],
+        spearman_corr['objective_value']['noc_factor'],
+        spearman_corr['objective_value']['comp_factor'],
+        model.params['noc_factor'],
+        f" ← ({ratio:.2f})" if more_factor == "noc_factor" else "",
+        model.params['comp_factor'],
+        f" ← ({ratio:.2f})" if more_factor == "comp_factor" else "",
+        model.rsquared
+    )
+)
 plt.xlabel("comp_factor")
 plt.ylabel("noc_factor")
 plt.tight_layout()
-plt.savefig("/home/sfischer/Documents/projects/wk_LinProg/optimization_results/inception70/NoOpt_heatmap.png")
+plt.savefig("/home/sfischer/Documents/projects/wk_LinProg/optimization_results/inception70/Opt_5x_heatmap.png")
 plt.show()

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LinProg_Scripts/run_para_explor.sh

@@ -3,8 +3,10 @@ echo "Starting run_para_explor.sh script..."
 script_start=$(date +%s)
 
 
-for noc_factor in $(seq 1.0 -0.1 0.1); do
-    for comp_factor in $(seq 1.0 -0.1 0.1); do
+# for noc_factor in $(seq 1.0 -0.1 0.1); do
+#     for comp_factor in $(seq 1.0 -0.1 0.1); do
+for noc_factor in 1 0.8 0.6 0.3 0.2 0.1; do
+    for comp_factor in 1 0.8 0.6 0.3 0.2 0.1; do
         echo "---------------------------------------------"
         echo "Running LinProg with noc_factor=$noc_factor and comp_factor=$comp_factor"
         

LinProg_Scripts/run_para_explore_gem5.sh

@@ -18,11 +18,11 @@ script_start=$(date +%s)
 
 csv_file="/home/sfischer/Documents/projects/wk_LinProg/optimization_results/inception70/resultsGem5.csv"
 
-for noc_factor in $(seq 1.0 -0.1 0.1); do
-    for comp_factor in $(seq 1.0 -0.1 0.1); do
+# for noc_factor in $(seq 1.0 -0.1 0.1); do
+#     for comp_factor in $(seq 1.0 -0.1 0.1); do
 
-# for noc_factor in 0.1; do
-#     for comp_factor in 0.1; do
+for noc_factor in 0.1; do
+    for comp_factor in 1.0; do
 
         echo "---------------------------------------------"
         echo "Running LinProg with noc_factor=$noc_factor and comp_factor=$comp_factor"
@@ -54,7 +54,7 @@ for noc_factor in $(seq 1.0 -0.1 0.1); do
 
         # ./run_linProg.sh "NoOpt_NoC_${noc_factor}_Comp_${comp_factor}"
         # Call your run_linProg.sh and capture the output
-        time_per_rep_microseconds=$(./run_linProg.sh "NoOpt_NoC_${noc_factor}_Comp_${comp_factor}" | tail -1)
+        time_per_rep_microseconds=$(./run_linProg.sh "Opt_NoC_${noc_factor}_Comp_${comp_factor}" | tail -1)
 
         # Write to CSV
         write_to_csv "$csv_file" "$noc_factor" "$comp_factor" "$time_per_rep_microseconds"

XML/LinProg_test/map.xml

@@ -2,55 +2,59 @@
 <map xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
   <bind>
     <task value="0"/>
-    <node value="3"/>
+    <node value="10"/>
   </bind>
   <bind>
     <task value="1"/>
-    <node value="3"/>
+    <node value="10"/>
   </bind>
   <bind>
     <task value="2"/>
-    <node value="3"/>
+    <node value="10"/>
   </bind>
   <bind>
     <task value="3"/>
-    <node value="3"/>
-  </bind>
-  <bind>
-    <task value="4"/>
-    <node value="3"/>
-  </bind>
-  <bind>
-    <task value="5"/>
-    <node value="3"/>
+    <node value="10"/>
   </bind>
   <bind>
     <task value="10"/>
-    <node value="2"/>
+    <node value="7"/>
+  </bind>
+  <bind>
+    <task value="8"/>
+    <node value="7"/>
+  </bind>
+  <bind>
+    <task value="9"/>
+    <node value="7"/>
   </bind>
   <bind>
     <task value="11"/>
-    <node value="2"/>
+    <node value="3"/>
   </bind>
   <bind>
     <task value="12"/>
-    <node value="2"/>
+    <node value="3"/>
   </bind>
   <bind>
     <task value="13"/>
-    <node value="2"/>
+    <node value="3"/>
   </bind>
   <bind>
     <task value="14"/>
-    <node value="2"/>
+    <node value="3"/>
   </bind>
   <bind>
     <task value="15"/>
-    <node value="2"/>
+    <node value="3"/>
   </bind>
   <bind>
     <task value="16"/>
-    <node value="2"/>
+    <node value="3"/>
+  </bind>
+  <bind>
+    <task value="7"/>
+    <node value="3"/>
   </bind>
   <bind>
     <task value="17"/>
@@ -64,25 +68,9 @@
     <task value="19"/>
     <node value="2"/>
   </bind>
-  <bind>
-    <task value="6"/>
-    <node value="2"/>
-  </bind>
-  <bind>
-    <task value="7"/>
-    <node value="2"/>
-  </bind>
-  <bind>
-    <task value="8"/>
-    <node value="2"/>
-  </bind>
-  <bind>
-    <task value="9"/>
-    <node value="2"/>
-  </bind>
   <bind>
     <task value="20"/>
-    <node value="3"/>
+    <node value="2"/>
   </bind>
   <bind>
     <task value="21"/>
@@ -90,14 +78,318 @@
   </bind>
   <bind>
     <task value="22"/>
-    <node value="3"/>
+    <node value="2"/>
   </bind>
   <bind>
     <task value="23"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="24"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="25"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="26"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="27"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="28"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="29"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="30"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="31"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="32"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="33"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="34"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="35"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="36"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="37"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="38"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="39"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="40"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="41"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="42"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="43"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="44"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="45"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="46"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="47"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="48"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="49"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="50"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="51"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="52"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="4"/>
+    <node value="6"/>
+  </bind>
+  <bind>
+    <task value="5"/>
+    <node value="6"/>
+  </bind>
+  <bind>
+    <task value="6"/>
+    <node value="6"/>
+  </bind>
+  <bind>
+    <task value="53"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="54"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="55"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="56"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="57"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="58"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="59"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="60"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="61"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="65"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="66"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="67"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="68"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="69"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="62"/>
+    <node value="4"/>
+  </bind>
+  <bind>
+    <task value="63"/>
+    <node value="4"/>
+  </bind>
+  <bind>
+    <task value="64"/>
+    <node value="4"/>
+  </bind>
+  <bind>
+    <task value="70"/>
+    <node value="10"/>
+  </bind>
+  <bind>
+    <task value="71"/>
+    <node value="7"/>
+  </bind>
+  <bind>
+    <task value="72"/>
     <node value="3"/>
   </bind>
   <bind>
-    <task value="99"/>
+    <task value="73"/>
     <node value="2"/>
   </bind>
+  <bind>
+    <task value="74"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="75"/>
+    <node value="6"/>
+  </bind>
+  <bind>
+    <task value="76"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="77"/>
+    <node value="4"/>
+  </bind>
+  <bind>
+    <task value="78"/>
+    <node value="10"/>
+  </bind>
+  <bind>
+    <task value="79"/>
+    <node value="10"/>
+  </bind>
+  <bind>
+    <task value="80"/>
+    <node value="6"/>
+  </bind>
+  <bind>
+    <task value="81"/>
+    <node value="6"/>
+  </bind>
+  <bind>
+    <task value="82"/>
+    <node value="7"/>
+  </bind>
+  <bind>
+    <task value="83"/>
+    <node value="3"/>
+  </bind>
+  <bind>
+    <task value="84"/>
+    <node value="3"/>
+  </bind>
+  <bind>
+    <task value="85"/>
+    <node value="3"/>
+  </bind>
+  <bind>
+    <task value="86"/>
+    <node value="3"/>
+  </bind>
+  <bind>
+    <task value="87"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="88"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="89"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="90"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="91"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="92"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="93"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="94"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="95"/>
+    <node value="4"/>
+  </bind>
+  <bind>
+    <task value="96"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="97"/>
+    <node value="0"/>
+  </bind>
 </map>

XML/LinProg_test/mapNoInit.xml

@@ -2,55 +2,59 @@
 <map xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
   <bind>
     <task value="0"/>
-    <node value="3"/>
+    <node value="10"/>
   </bind>
   <bind>
     <task value="1"/>
-    <node value="3"/>
+    <node value="10"/>
   </bind>
   <bind>
     <task value="2"/>
-    <node value="3"/>
+    <node value="10"/>
   </bind>
   <bind>
     <task value="3"/>
-    <node value="3"/>
-  </bind>
-  <bind>
-    <task value="4"/>
-    <node value="3"/>
-  </bind>
-  <bind>
-    <task value="5"/>
-    <node value="3"/>
+    <node value="10"/>
   </bind>
   <bind>
     <task value="10"/>
-    <node value="2"/>
+    <node value="7"/>
+  </bind>
+  <bind>
+    <task value="8"/>
+    <node value="7"/>
+  </bind>
+  <bind>
+    <task value="9"/>
+    <node value="7"/>
   </bind>
   <bind>
     <task value="11"/>
-    <node value="2"/>
+    <node value="3"/>
   </bind>
   <bind>
     <task value="12"/>
-    <node value="2"/>
+    <node value="3"/>
   </bind>
   <bind>
     <task value="13"/>
-    <node value="2"/>
+    <node value="3"/>
   </bind>
   <bind>
     <task value="14"/>
-    <node value="2"/>
+    <node value="3"/>
   </bind>
   <bind>
     <task value="15"/>
-    <node value="2"/>
+    <node value="3"/>
   </bind>
   <bind>
     <task value="16"/>
-    <node value="2"/>
+    <node value="3"/>
+  </bind>
+  <bind>
+    <task value="7"/>
+    <node value="3"/>
   </bind>
   <bind>
     <task value="17"/>
@@ -64,24 +68,224 @@
     <task value="19"/>
     <node value="2"/>
   </bind>
+  <bind>
+    <task value="20"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="21"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="22"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="23"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="24"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="25"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="26"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="27"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="28"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="29"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="30"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="31"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="32"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="33"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="34"/>
+    <node value="2"/>
+  </bind>
+  <bind>
+    <task value="35"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="36"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="37"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="38"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="39"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="40"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="41"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="42"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="43"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="44"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="45"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="46"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="47"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="48"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="49"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="50"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="51"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="52"/>
+    <node value="1"/>
+  </bind>
+  <bind>
+    <task value="4"/>
+    <node value="6"/>
+  </bind>
+  <bind>
+    <task value="5"/>
+    <node value="6"/>
+  </bind>
   <bind>
     <task value="6"/>
-    <node value="2"/>
+    <node value="6"/>
   </bind>
   <bind>
-    <task value="7"/>
-    <node value="2"/>
+    <task value="53"/>
+    <node value="0"/>
   </bind>
   <bind>
-    <task value="8"/>
-    <node value="2"/>
+    <task value="54"/>
+    <node value="0"/>
   </bind>
   <bind>
-    <task value="9"/>
-    <node value="2"/>
+    <task value="55"/>
+    <node value="0"/>
   </bind>
   <bind>
-    <task value="99"/>
-    <node value="2"/>
+    <task value="56"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="57"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="58"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="59"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="60"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="61"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="65"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="66"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="67"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="68"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="69"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="62"/>
+    <node value="4"/>
+  </bind>
+  <bind>
+    <task value="63"/>
+    <node value="4"/>
+  </bind>
+  <bind>
+    <task value="64"/>
+    <node value="4"/>
+  </bind>
+  <bind>
+    <task value="69"/>
+    <node value="0"/>
+  </bind>
+  <bind>
+    <task value="70"/>
+    <node value="0"/>
   </bind>
 </map>

XML/LinProg_test/map_addition.xml

@@ -1,283 +1,857 @@
-
-
+<?xml version="1.0" ?>
 <map_address>
   <bind>
-    <task value="0" />
-    <address value="0x40001000" />
+    <task value="0"/>
+    <address value="0x40001000"/>
   </bind>
   <bind>
-    <task value="1" />
-    <address value="0x428f6b85" />
+    <task value="1"/>
+    <address value="0x40a8f815"/>
   </bind>
   <bind>
-    <task value="2" />
-    <address value="0x451ec70a" />
+    <task value="2"/>
+    <address value="0x4151e02a"/>
   </bind>
   <bind>
-    <task value="3" />
-    <address value="0x47ae228f" />
+    <task value="3"/>
+    <address value="0x41fac83f"/>
   </bind>
   <bind>
-    <task value="4" />
-    <address value="0x4a3d7e14" />
+    <task value="4"/>
+    <address value="0x42a3b054"/>
   </bind>
   <bind>
-    <task value="5" />
-    <address value="0x4cccd999" />
+    <task value="5"/>
+    <address value="0x434c9869"/>
   </bind>
   <bind>
-    <task value="6" />
-    <address value="0x4f5c351e" />
+    <task value="6"/>
+    <address value="0x43f5807e"/>
   </bind>
   <bind>
-    <task value="7" />
-    <address value="0x51eb90a3" />
+    <task value="7"/>
+    <address value="0x449e6893"/>
   </bind>
   <bind>
-    <task value="8" />
-    <address value="0x547aec28" />
+    <task value="8"/>
+    <address value="0x454750a8"/>
   </bind>
   <bind>
-    <task value="9" />
-    <address value="0x570a47ad" />
+    <task value="9"/>
+    <address value="0x45f038bd"/>
   </bind>
   <bind>
-    <task value="10" />
-    <address value="0x5999a332" />
+    <task value="10"/>
+    <address value="0x469920d2"/>
   </bind>
   <bind>
-    <task value="11" />
-    <address value="0x5c28feb7" />
+    <task value="11"/>
+    <address value="0x474208e7"/>
   </bind>
   <bind>
-    <task value="12" />
-    <address value="0x5eb85a3c" />
+    <task value="12"/>
+    <address value="0x47eaf0fc"/>
   </bind>
   <bind>
-    <task value="13" />
-    <address value="0x6147b5c1" />
+    <task value="13"/>
+    <address value="0x4893d911"/>
   </bind>
   <bind>
-    <task value="14" />
-    <address value="0x63d71146" />
+    <task value="14"/>
+    <address value="0x493cc126"/>
   </bind>
   <bind>
-    <task value="15" />
-    <address value="0x66666ccb" />
+    <task value="15"/>
+    <address value="0x49e5a93b"/>
   </bind>
   <bind>
-    <task value="16" />
-    <address value="0x68f5c850" />
+    <task value="16"/>
+    <address value="0x4a8e9150"/>
   </bind>
   <bind>
-    <task value="17" />
-    <address value="0x6b8523d5" />
+    <task value="17"/>
+    <address value="0x4b377965"/>
   </bind>
   <bind>
-    <task value="18" />
-    <address value="0x6e147f5a" />
+    <task value="18"/>
+    <address value="0x4be0617a"/>
   </bind>
   <bind>
-    <task value="19" />
-    <address value="0x70a3dadf" />
+    <task value="19"/>
+    <address value="0x4c89498f"/>
   </bind>
   <bind>
-    <task value="20" />
-    <address value="0x73333664" />
+    <task value="20"/>
+    <address value="0x4d3231a4"/>
   </bind>
   <bind>
-    <task value="21" />
-    <address value="0x75c291e9" />
+    <task value="21"/>
+    <address value="0x4ddb19b9"/>
   </bind>
   <bind>
-    <task value="22" />
-    <address value="0x7851ed6e" />
+    <task value="22"/>
+    <address value="0x4e8401ce"/>
   </bind>
   <bind>
-    <task value="23" />
-    <address value="0x7ae148f3" />
+    <task value="23"/>
+    <address value="0x4f2ce9e3"/>
   </bind>
   <bind>
-    <task value="99" />
-    <address value="0x7d70a478" />
+    <task value="24"/>
+    <address value="0x4fd5d1f8"/>
+  </bind>
+  <bind>
+    <task value="25"/>
+    <address value="0x507eba0d"/>
+  </bind>
+  <bind>
+    <task value="26"/>
+    <address value="0x5127a222"/>
+  </bind>
+  <bind>
+    <task value="27"/>
+    <address value="0x51d08a37"/>
+  </bind>
+  <bind>
+    <task value="28"/>
+    <address value="0x5279724c"/>
+  </bind>
+  <bind>
+    <task value="29"/>
+    <address value="0x53225a61"/>
+  </bind>
+  <bind>
+    <task value="30"/>
+    <address value="0x53cb4276"/>
+  </bind>
+  <bind>
+    <task value="31"/>
+    <address value="0x54742a8b"/>
+  </bind>
+  <bind>
+    <task value="32"/>
+    <address value="0x551d12a0"/>
+  </bind>
+  <bind>
+    <task value="33"/>
+    <address value="0x55c5fab5"/>
+  </bind>
+  <bind>
+    <task value="34"/>
+    <address value="0x566ee2ca"/>
+  </bind>
+  <bind>
+    <task value="35"/>
+    <address value="0x5717cadf"/>
+  </bind>
+  <bind>
+    <task value="36"/>
+    <address value="0x57c0b2f4"/>
+  </bind>
+  <bind>
+    <task value="37"/>
+    <address value="0x58699b09"/>
+  </bind>
+  <bind>
+    <task value="38"/>
+    <address value="0x5912831e"/>
+  </bind>
+  <bind>
+    <task value="39"/>
+    <address value="0x59bb6b33"/>
+  </bind>
+  <bind>
+    <task value="40"/>
+    <address value="0x5a645348"/>
+  </bind>
+  <bind>
+    <task value="41"/>
+    <address value="0x5b0d3b5d"/>
+  </bind>
+  <bind>
+    <task value="42"/>
+    <address value="0x5bb62372"/>
+  </bind>
+  <bind>
+    <task value="43"/>
+    <address value="0x5c5f0b87"/>
+  </bind>
+  <bind>
+    <task value="44"/>
+    <address value="0x5d07f39c"/>
+  </bind>
+  <bind>
+    <task value="45"/>
+    <address value="0x5db0dbb1"/>
+  </bind>
+  <bind>
+    <task value="46"/>
+    <address value="0x5e59c3c6"/>
+  </bind>
+  <bind>
+    <task value="47"/>
+    <address value="0x5f02abdb"/>
+  </bind>
+  <bind>
+    <task value="48"/>
+    <address value="0x5fab93f0"/>
+  </bind>
+  <bind>
+    <task value="49"/>
+    <address value="0x60547c05"/>
+  </bind>
+  <bind>
+    <task value="50"/>
+    <address value="0x60fd641a"/>
+  </bind>
+  <bind>
+    <task value="51"/>
+    <address value="0x61a64c2f"/>
+  </bind>
+  <bind>
+    <task value="52"/>
+    <address value="0x624f3444"/>
+  </bind>
+  <bind>
+    <task value="53"/>
+    <address value="0x62f81c59"/>
+  </bind>
+  <bind>
+    <task value="54"/>
+    <address value="0x63a1046e"/>
+  </bind>
+  <bind>
+    <task value="55"/>
+    <address value="0x6449ec83"/>
+  </bind>
+  <bind>
+    <task value="56"/>
+    <address value="0x64f2d498"/>
+  </bind>
+  <bind>
+    <task value="57"/>
+    <address value="0x659bbcad"/>
+  </bind>
+  <bind>
+    <task value="58"/>
+    <address value="0x6644a4c2"/>
+  </bind>
+  <bind>
+    <task value="59"/>
+    <address value="0x66ed8cd7"/>
+  </bind>
+  <bind>
+    <task value="60"/>
+    <address value="0x679674ec"/>
+  </bind>
+  <bind>
+    <task value="61"/>
+    <address value="0x683f5d01"/>
+  </bind>
+  <bind>
+    <task value="62"/>
+    <address value="0x68e84516"/>
+  </bind>
+  <bind>
+    <task value="63"/>
+    <address value="0x69912d2b"/>
+  </bind>
+  <bind>
+    <task value="64"/>
+    <address value="0x6a3a1540"/>
+  </bind>
+  <bind>
+    <task value="65"/>
+    <address value="0x6ae2fd55"/>
+  </bind>
+  <bind>
+    <task value="66"/>
+    <address value="0x6b8be56a"/>
+  </bind>
+  <bind>
+    <task value="67"/>
+    <address value="0x6c34cd7f"/>
+  </bind>
+  <bind>
+    <task value="68"/>
+    <address value="0x6cddb594"/>
+  </bind>
+  <bind>
+    <task value="69"/>
+    <address value="0x6d869da9"/>
+  </bind>
+  <bind>
+    <task value="70"/>
+    <address value="0x6e2f85be"/>
+  </bind>
+  <bind>
+    <task value="71"/>
+    <address value="0x6ed86dd3"/>
+  </bind>
+  <bind>
+    <task value="72"/>
+    <address value="0x6f8155e8"/>
+  </bind>
+  <bind>
+    <task value="73"/>
+    <address value="0x702a3dfd"/>
+  </bind>
+  <bind>
+    <task value="74"/>
+    <address value="0x70d32612"/>
+  </bind>
+  <bind>
+    <task value="75"/>
+    <address value="0x717c0e27"/>
+  </bind>
+  <bind>
+    <task value="76"/>
+    <address value="0x7224f63c"/>
+  </bind>
+  <bind>
+    <task value="77"/>
+    <address value="0x72cdde51"/>
+  </bind>
+  <bind>
+    <task value="78"/>
+    <address value="0x7376c666"/>
+  </bind>
+  <bind>
+    <task value="79"/>
+    <address value="0x741fae7b"/>
+  </bind>
+  <bind>
+    <task value="80"/>
+    <address value="0x74c89690"/>
+  </bind>
+  <bind>
+    <task value="81"/>
+    <address value="0x75717ea5"/>
+  </bind>
+  <bind>
+    <task value="82"/>
+    <address value="0x761a66ba"/>
+  </bind>
+  <bind>
+    <task value="83"/>
+    <address value="0x76c34ecf"/>
+  </bind>
+  <bind>
+    <task value="84"/>
+    <address value="0x776c36e4"/>
+  </bind>
+  <bind>
+    <task value="85"/>
+    <address value="0x78151ef9"/>
+  </bind>
+  <bind>
+    <task value="86"/>
+    <address value="0x78be070e"/>
+  </bind>
+  <bind>
+    <task value="87"/>
+    <address value="0x7966ef23"/>
+  </bind>
+  <bind>
+    <task value="88"/>
+    <address value="0x7a0fd738"/>
+  </bind>
+  <bind>
+    <task value="89"/>
+    <address value="0x7ab8bf4d"/>
+  </bind>
+  <bind>
+    <task value="90"/>
+    <address value="0x7b61a762"/>
+  </bind>
+  <bind>
+    <task value="91"/>
+    <address value="0x7c0a8f77"/>
+  </bind>
+  <bind>
+    <task value="92"/>
+    <address value="0x7cb3778c"/>
+  </bind>
+  <bind>
+    <task value="93"/>
+    <address value="0x7d5c5fa1"/>
+  </bind>
+  <bind>
+    <task value="94"/>
+    <address value="0x7e0547b6"/>
+  </bind>
+  <bind>
+    <task value="95"/>
+    <address value="0x7eae2fcb"/>
+  </bind>
+  <bind>
+    <task value="96"/>
+    <address value="0x7f5717e0"/>
   </bind>
 </map_address>
-
+<?xml version="1.0" ?>
 <map_cluster>
   <bind>
-    <node value="0" />
-    <cluster value="0" />
+    <node value="0"/>
+    <cluster value="0"/>
   </bind>
   <bind>
-    <node value="1" />
-    <cluster value="0" />
+    <node value="1"/>
+    <cluster value="0"/>
   </bind>
   <bind>
-    <node value="2" />
-    <cluster value="0" />
+    <node value="2"/>
+    <cluster value="0"/>
   </bind>
   <bind>
-    <node value="3" />
-    <cluster value="0" />
+    <node value="3"/>
+    <cluster value="0"/>
   </bind>
   <bind>
-    <node value="4" />
-    <cluster value="0" />
+    <node value="4"/>
+    <cluster value="0"/>
   </bind>
   <bind>
-    <node value="5" />
-    <cluster value="0" />
+    <node value="5"/>
+    <cluster value="0"/>
   </bind>
   <bind>
-    <node value="6" />
-    <cluster value="0" />
+    <node value="6"/>
+    <cluster value="0"/>
   </bind>
   <bind>
-    <node value="7" />
-    <cluster value="0" />
+    <node value="7"/>
+    <cluster value="0"/>
   </bind>
   <bind>
-    <node value="8" />
-    <cluster value="0" />
+    <node value="8"/>
+    <cluster value="0"/>
   </bind>
   <bind>
-    <node value="9" />
-    <cluster value="0" />
+    <node value="9"/>
+    <cluster value="0"/>
   </bind>
   <bind>
-    <node value="10" />
-    <cluster value="0" />
+    <node value="10"/>
+    <cluster value="0"/>
   </bind>
   <bind>
-    <node value="11" />
-    <cluster value="0" />
+    <node value="11"/>
+    <cluster value="0"/>
   </bind>
   <bind>
-    <node value="12" />
-    <cluster value="0" />
+    <node value="12"/>
+    <cluster value="0"/>
   </bind>
   <bind>
-    <node value="13" />
-    <cluster value="0" />
+    <node value="13"/>
+    <cluster value="0"/>
   </bind>
   <bind>
-    <node value="14" />
-    <cluster value="0" />
+    <node value="14"/>
+    <cluster value="0"/>
   </bind>
   <bind>
-    <node value="15" />
-    <cluster value="0" />
+    <node value="15"/>
+    <cluster value="0"/>
   </bind>
 </map_cluster>
-
+<?xml version="1.0" ?>
 <map_parameters>
   <bind>
-    <param value="1" />
-    <address value="0x40001000" />
-    <size value="1073745920" />
+    <param value="1"/>
+    <address value="0x40001000"/>
+    <size value="1073745920"/>
   </bind>
 </map_parameters>
-
+<?xml version="1.0" ?>
 <task_parameters>
   <bind>
-    <node value="0" />
-    <param_list value="[]" />
+    <node value="0"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="1" />
-    <param_list value="[]" />
+    <node value="1"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="2" />
-    <param_list value="[]" />
+    <node value="2"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="3" />
-    <param_list value="[]" />
+    <node value="3"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="4" />
-    <param_list value="[]" />
+    <node value="4"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="5" />
-    <param_list value="[]" />
+    <node value="5"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="6" />
-    <param_list value="[]" />
+    <node value="6"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="7" />
-    <param_list value="[]" />
+    <node value="7"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="8" />
-    <param_list value="[]" />
+    <node value="8"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="9" />
-    <param_list value="[]" />
+    <node value="9"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="10" />
-    <param_list value="[]" />
+    <node value="10"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="11" />
-    <param_list value="[]" />
+    <node value="11"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="12" />
-    <param_list value="[]" />
+    <node value="12"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="13" />
-    <param_list value="[]" />
+    <node value="13"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="14" />
-    <param_list value="[]" />
+    <node value="14"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="15" />
-    <param_list value="[]" />
+    <node value="15"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="16" />
-    <param_list value="[]" />
+    <node value="16"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="17" />
-    <param_list value="[]" />
+    <node value="17"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="18" />
-    <param_list value="[]" />
+    <node value="18"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="19" />
-    <param_list value="[]" />
+    <node value="19"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="20" />
-    <param_list value="[]" />
+    <node value="20"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="21" />
-    <param_list value="[]" />
+    <node value="21"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="22" />
-    <param_list value="[]" />
+    <node value="22"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="23" />
-    <param_list value="[]" />
+    <node value="23"/>
+    <param_list value="[]"/>
   </bind>
   <bind>
-    <node value="99" />
-    <param_list value="[]" />
+    <node value="24"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="25"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="26"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="27"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="28"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="29"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="30"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="31"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="32"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="33"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="34"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="35"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="36"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="37"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="38"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="39"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="40"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="41"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="42"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="43"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="44"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="45"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="46"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="47"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="48"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="49"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="50"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="51"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="52"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="53"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="54"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="55"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="56"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="57"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="58"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="59"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="60"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="61"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="62"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="63"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="64"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="65"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="66"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="67"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="68"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="69"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="70"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="71"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="72"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="73"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="74"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="75"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="76"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="77"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="78"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="79"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="80"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="81"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="82"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="83"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="84"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="85"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="86"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="87"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="88"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="89"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="90"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="91"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="92"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="93"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="94"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="95"/>
+    <param_list value="[]"/>
+  </bind>
+  <bind>
+    <node value="96"/>
+    <param_list value="[]"/>
   </bind>
 </task_parameters>
-

XML/LinProg_test/map_additionNoInit.xml

@@ -7,83 +7,279 @@
   </bind>
   <bind>
     <task value="1" />
-    <address value="0x430c4000" />
+    <address value="0x40ea1e66" />
   </bind>
   <bind>
     <task value="2" />
-    <address value="0x46187000" />
+    <address value="0x41d42ccc" />
   </bind>
   <bind>
     <task value="3" />
-    <address value="0x4924a000" />
+    <address value="0x42be3b32" />
   </bind>
   <bind>
     <task value="4" />
-    <address value="0x4c30d000" />
+    <address value="0x43a84998" />
   </bind>
   <bind>
     <task value="5" />
-    <address value="0x4f3d0000" />
+    <address value="0x449257fe" />
   </bind>
   <bind>
     <task value="6" />
-    <address value="0x52493000" />
+    <address value="0x457c6664" />
   </bind>
   <bind>
     <task value="7" />
-    <address value="0x55556000" />
+    <address value="0x466674ca" />
   </bind>
   <bind>
     <task value="8" />
-    <address value="0x58619000" />
+    <address value="0x47508330" />
   </bind>
   <bind>
     <task value="9" />
-    <address value="0x5b6dc000" />
+    <address value="0x483a9196" />
   </bind>
   <bind>
     <task value="10" />
-    <address value="0x5e79f000" />
+    <address value="0x49249ffc" />
   </bind>
   <bind>
     <task value="11" />
-    <address value="0x61862000" />
+    <address value="0x4a0eae62" />
   </bind>
   <bind>
     <task value="12" />
-    <address value="0x64925000" />
+    <address value="0x4af8bcc8" />
   </bind>
   <bind>
     <task value="13" />
-    <address value="0x679e8000" />
+    <address value="0x4be2cb2e" />
   </bind>
   <bind>
     <task value="14" />
-    <address value="0x6aaab000" />
+    <address value="0x4cccd994" />
   </bind>
   <bind>
     <task value="15" />
-    <address value="0x6db6e000" />
+    <address value="0x4db6e7fa" />
   </bind>
   <bind>
     <task value="16" />
-    <address value="0x70c31000" />
+    <address value="0x4ea0f660" />
   </bind>
   <bind>
     <task value="17" />
-    <address value="0x73cf4000" />
+    <address value="0x4f8b04c6" />
   </bind>
   <bind>
     <task value="18" />
-    <address value="0x76db7000" />
+    <address value="0x5075132c" />
   </bind>
   <bind>
     <task value="19" />
-    <address value="0x79e7a000" />
+    <address value="0x515f2192" />
   </bind>
   <bind>
-    <task value="99" />
-    <address value="0x7cf3d000" />
+    <task value="20" />
+    <address value="0x52492ff8" />
+  </bind>
+  <bind>
+    <task value="21" />
+    <address value="0x53333e5e" />
+  </bind>
+  <bind>
+    <task value="22" />
+    <address value="0x541d4cc4" />
+  </bind>
+  <bind>
+    <task value="23" />
+    <address value="0x55075b2a" />
+  </bind>
+  <bind>
+    <task value="24" />
+    <address value="0x55f16990" />
+  </bind>
+  <bind>
+    <task value="25" />
+    <address value="0x56db77f6" />
+  </bind>
+  <bind>
+    <task value="26" />
+    <address value="0x57c5865c" />
+  </bind>
+  <bind>
+    <task value="27" />
+    <address value="0x58af94c2" />
+  </bind>
+  <bind>
+    <task value="28" />
+    <address value="0x5999a328" />
+  </bind>
+  <bind>
+    <task value="29" />
+    <address value="0x5a83b18e" />
+  </bind>
+  <bind>
+    <task value="30" />
+    <address value="0x5b6dbff4" />
+  </bind>
+  <bind>
+    <task value="31" />
+    <address value="0x5c57ce5a" />
+  </bind>
+  <bind>
+    <task value="32" />
+    <address value="0x5d41dcc0" />
+  </bind>
+  <bind>
+    <task value="33" />
+    <address value="0x5e2beb26" />
+  </bind>
+  <bind>
+    <task value="34" />
+    <address value="0x5f15f98c" />
+  </bind>
+  <bind>
+    <task value="35" />
+    <address value="0x600007f2" />
+  </bind>
+  <bind>
+    <task value="36" />
+    <address value="0x60ea1658" />
+  </bind>
+  <bind>
+    <task value="37" />
+    <address value="0x61d424be" />
+  </bind>
+  <bind>
+    <task value="38" />
+    <address value="0x62be3324" />
+  </bind>
+  <bind>
+    <task value="39" />
+    <address value="0x63a8418a" />
+  </bind>
+  <bind>
+    <task value="40" />
+    <address value="0x64924ff0" />
+  </bind>
+  <bind>
+    <task value="41" />
+    <address value="0x657c5e56" />
+  </bind>
+  <bind>
+    <task value="42" />
+    <address value="0x66666cbc" />
+  </bind>
+  <bind>
+    <task value="43" />
+    <address value="0x67507b22" />
+  </bind>
+  <bind>
+    <task value="44" />
+    <address value="0x683a8988" />
+  </bind>
+  <bind>
+    <task value="45" />
+    <address value="0x692497ee" />
+  </bind>
+  <bind>
+    <task value="46" />
+    <address value="0x6a0ea654" />
+  </bind>
+  <bind>
+    <task value="47" />
+    <address value="0x6af8b4ba" />
+  </bind>
+  <bind>
+    <task value="48" />
+    <address value="0x6be2c320" />
+  </bind>
+  <bind>
+    <task value="49" />
+    <address value="0x6cccd186" />
+  </bind>
+  <bind>
+    <task value="50" />
+    <address value="0x6db6dfec" />
+  </bind>
+  <bind>
+    <task value="51" />
+    <address value="0x6ea0ee52" />
+  </bind>
+  <bind>
+    <task value="52" />
+    <address value="0x6f8afcb8" />
+  </bind>
+  <bind>
+    <task value="53" />
+    <address value="0x70750b1e" />
+  </bind>
+  <bind>
+    <task value="54" />
+    <address value="0x715f1984" />
+  </bind>
+  <bind>
+    <task value="55" />
+    <address value="0x724927ea" />
+  </bind>
+  <bind>
+    <task value="56" />
+    <address value="0x73333650" />
+  </bind>
+  <bind>
+    <task value="57" />
+    <address value="0x741d44b6" />
+  </bind>
+  <bind>
+    <task value="58" />
+    <address value="0x7507531c" />
+  </bind>
+  <bind>
+    <task value="59" />
+    <address value="0x75f16182" />
+  </bind>
+  <bind>
+    <task value="60" />
+    <address value="0x76db6fe8" />
+  </bind>
+  <bind>
+    <task value="61" />
+    <address value="0x77c57e4e" />
+  </bind>
+  <bind>
+    <task value="62" />
+    <address value="0x78af8cb4" />
+  </bind>
+  <bind>
+    <task value="63" />
+    <address value="0x79999b1a" />
+  </bind>
+  <bind>
+    <task value="64" />
+    <address value="0x7a83a980" />
+  </bind>
+  <bind>
+    <task value="65" />
+    <address value="0x7b6db7e6" />
+  </bind>
+  <bind>
+    <task value="66" />
+    <address value="0x7c57c64c" />
+  </bind>
+  <bind>
+    <task value="67" />
+    <address value="0x7d41d4b2" />
+  </bind>
+  <bind>
+    <task value="68" />
+    <address value="0x7e2be318" />
+  </bind>
+  <bind>
+    <task value="69" />
+    <address value="0x7f15f17e" />
   </bind>
 </map_address>
 
@@ -244,7 +440,203 @@
     <param_list value="[]" />
   </bind>
   <bind>
-    <node value="99" />
+    <node value="20" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="21" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="22" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="23" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="24" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="25" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="26" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="27" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="28" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="29" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="30" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="31" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="32" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="33" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="34" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="35" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="36" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="37" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="38" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="39" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="40" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="41" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="42" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="43" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="44" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="45" />
+    <param_list value="[]" />
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+    <node value="46" />
+    <param_list value="[]" />
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+    <param_list value="[]" />
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+    <param_list value="[]" />
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+    <param_list value="[]" />
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+    <param_list value="[]" />
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+    <node value="51" />
+    <param_list value="[]" />
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+    <node value="52" />
+    <param_list value="[]" />
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+    <node value="53" />
+    <param_list value="[]" />
+  </bind>
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+    <node value="54" />
+    <param_list value="[]" />
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+    <node value="55" />
+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="56" />
+    <param_list value="[]" />
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+    <param_list value="[]" />
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+    <param_list value="[]" />
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+    <param_list value="[]" />
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+    <param_list value="[]" />
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+    <param_list value="[]" />
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+    <param_list value="[]" />
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+  <bind>
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+    <param_list value="[]" />
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+  <bind>
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+    <param_list value="[]" />
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+  <bind>
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+    <param_list value="[]" />
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+    <param_list value="[]" />
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+    <param_list value="[]" />
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+    <param_list value="[]" />
+  </bind>
+  <bind>
+    <node value="69" />
     <param_list value="[]" />
   </bind>
 </task_parameters>

XML_Scripts/mappingXML.ipynb

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 55,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -40,7 +40,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 56,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -147,7 +147,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 57,
    "metadata": {},
    "outputs": [],
    "source": [

optimization_results/inception70/FullOpt_5x/resultsLinProg.csv

@@ -0,0 +1,37 @@
+noc_factor,comp_factor,objective_value
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optimization_results/inception70/Opt_noChange_5x_new/resultsGem5.csv

@@ -0,0 +1,101 @@
+noc_factor,comp_factor,objective_value
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optimization_results/inception70/Opt_noChange_5x_new/resultsLinProg.csv

@@ -0,0 +1,101 @@
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+0.6,1.0,238.0
+0.6,0.9,218.0
+0.6,0.8,192.0
+0.6,0.7,173.0
+0.6,0.6,149.0
+0.6,0.5,137.0
+0.6,0.4,127.0
+0.6,0.3,118.0
+0.6,0.2,106.0
+0.6,0.1,96.0
+0.5,1.0,237.0
+0.5,0.9,218.0
+0.5,0.8,192.0
+0.5,0.7,169.0
+0.5,0.6,145.0
+0.5,0.5,123.0
+0.5,0.4,113.0
+0.5,0.3,104.0
+0.5,0.2,92.0
+0.5,0.1,82.0
+0.4,1.0,238.0
+0.4,0.9,216.0
+0.4,0.8,192.0
+0.4,0.7,169.0
+0.4,0.6,145.0
+0.4,0.5,119.0
+0.4,0.4,99.0
+0.4,0.3,90.0
+0.4,0.2,78.0
+0.4,0.1,68.0
+0.3,1.0,238.0
+0.3,0.9,218.0
+0.3,0.8,192.0
+0.3,0.7,168.0
+0.3,0.6,144.0
+0.3,0.5,121.0
+0.3,0.4,95.0
+0.3,0.3,77.0
+0.3,0.2,65.0
+0.3,0.1,55.0
+0.2,1.0,237.0
+0.2,0.9,218.0
+0.2,0.8,192.0
+0.2,0.7,169.0
+0.2,0.6,145.0
+0.2,0.5,120.0
+0.2,0.4,97.0
+0.2,0.3,73.0
+0.2,0.2,51.0
+0.2,0.1,41.0
+0.1,1.0,238.0
+0.1,0.9,218.0
+0.1,0.8,190.0
+0.1,0.7,168.0
+0.1,0.6,144.0
+0.1,0.5,121.0
+0.1,0.4,95.0
+0.1,0.3,72.0
+0.1,0.2,46.0
+0.1,0.1,27.0

optimization_results/inception70/resultsGem5.csv

@@ -0,0 +1,3 @@
+noc_factor,comp_factor,time_per_rep_microseconds
+0.1,0.1,0.03078
+0.1,1.0,0.2337

optimization_results/inception70/resultsLinProg.csv

@@ -0,0 +1,3 @@
+noc_factor,comp_factor,objective_value
+0.1,0.1,27.0
+0.1,1.0,238.0

simulation/scripts/run_linProg.sh

@@ -32,28 +32,35 @@ runSimAndAnaly(){
     cd /home/sfischer/Documents/projects/wk_LinProg/simulation/scripts
 
     echo "Starting the Analysis!"
-    python3 MESI_Analysis_Gemmini.py \
+    # python3 MESI_Analysis_Gemmini.py \
+    # --link_width $width \
+    # --repetition $repetition \
+    # --workload $workload \
+    # --strategy $strategy
+    
+    time_per_rep_microseconds=$(python3 MESI_Analysis_Gemmini.py \
     --link_width $width \
     --repetition $repetition \
     --workload $workload \
-    --strategy $strategy
+    --strategy $strategy | tail -1)
 
-    rm -rf /home/sfischer/Documents/projects/wk_LinProg/simulation/results/log_raw/* 
+    # rm -rf /home/sfischer/Documents/projects/wk_LinProg/simulation/results/log_raw/* 
 
 }
 
 
 
 link_width_bits_list=(576) #max 72B = 576bit must be devisible by 8 (in gem5 used as byte)
-repetitions_list=(100)
+repetitions_list=(50)
 
 scratchpad_size_list=(10000)
 compression_factor_list=(1) # 1 = no compression
 
 # workload="MobileNetV2_20Layer_1C10A_R100_1GHz_fast3"
-workload="LinProgTest"
+workload="LinProg_opt"
 
-strategy_mode="Test2Thr100"
+# strategy_mode="Inception70_NoOpt_1x_fast2"
+strategy_mode="${1:-Inception70_NoOpt_1x_fast3}" 
 
 
 folder_path_2gem5="/home/sfischer/Documents/projects/wk_gem5_SysXelerator_v2"
@@ -83,7 +90,7 @@ for LINK_WIDTH_BITS in "${link_width_bits_list[@]}"; do
     done
 done
 
-
+echo "$time_per_rep_microseconds"