diff --git a/results/comm_times/comm_times b/results/comm_times/comm_times
new file mode 100644
index 0000000000000000000000000000000000000000..9b890d0d3577ffa6d1235d739ea61c0f77e3060f
--- /dev/null
+++ b/results/comm_times/comm_times
@@ -0,0 +1,7 @@
+======= 16 processes =======
+Send/Rcv: 0.05 s.
+Gather/Bcast: 0.05 s.
+
+======= 1 process =======
+Send/Rcv: 0.05 s.
+Gather/Bcast: 0.05 s.
\ No newline at end of file
diff --git a/results/comm_times/comm_times_gthrbcst_16ants.txt b/results/comm_times/comm_times_gthrbcst_16ants.txt
deleted file mode 100644
index 77ce01fbd8d0463b1ace947067848540ae01baeb..0000000000000000000000000000000000000000
--- a/results/comm_times/comm_times_gthrbcst_16ants.txt
+++ /dev/null
@@ -1,182 +0,0 @@
-========== 1 Process ==========
-The update of tau takes 0.09913301467895508 s.
-----------------
-
-========== 2 Process ==========
-The update of tau takes 22.373729705810547 s.
-The update of tau takes 0.0698847770690918 s.
-----------------
-The update of tau takes 7.213011264801025 s.
-The update of tau takes 0.02954888343811035 s.
-----------------
-The update of tau takes 0.029207706451416016 s.
-The update of tau takes 3.4748778343200684 s.
-----------------
-The update of tau takes 10.204100847244263 s.
-The update of tau takes 0.03219437599182129 s.
-----------------
-The update of tau takes 5.623860597610474 s.
-The update of tau takes 0.03072190284729004 s.
-----------------
-
-========== 4 Process ==========
-The update of tau takes 0.05961155891418457 s.
-The update of tau takes 14.912492513656616 s.
-The update of tau takes 21.16039752960205 s.
-The update of tau takes 15.727792501449585 s.
-----------------
-The update of tau takes 3.137505531311035 s.
-The update of tau takes 6.568080186843872 s.
-The update of tau takes 4.525001764297485 s.
-The update of tau takes 0.11267971992492676 s.
-----------------
-The update of tau takes 0.009357929229736328 s.
-The update of tau takes 4.349734783172607 s.
-The update of tau takes 18.154149532318115 s.
-The update of tau takes 14.63952898979187 s.
-----------------
-The update of tau takes 21.171955823898315 s.
-The update of tau takes 0.465893030166626 s.
-The update of tau takes 0.008575439453125 s.
-The update of tau takes 20.73850989341736 s.
-----------------
-The update of tau takes 8.638056993484497 s.
-The update of tau takes 18.74207353591919 s.
-The update of tau takes 0.03296256065368652 s.
-The update of tau takes 9.112927913665771 s.
-----------------
-
-========== 8 Process ==========
-The update of tau takes 14.339687585830688 s.
-The update of tau takes 3.376807689666748 s.
-The update of tau takes 4.813735485076904 s.
-The update of tau takes 22.012387990951538 s.
-The update of tau takes 15.522985219955444 s.
-The update of tau takes 19.5987286567688 s.
-The update of tau takes 0.07252073287963867 s.
-The update of tau takes 16.88066530227661 s.
-----------------
-The update of tau takes 0.013082265853881836 s.
-The update of tau takes 23.5510733127594 s.
-The update of tau takes 5.920792818069458 s.
-The update of tau takes 20.973257303237915 s.
-The update of tau takes 12.074134349822998 s.
-The update of tau takes 19.446594715118408 s.
-The update of tau takes 6.701741933822632 s.
-The update of tau takes 24.294646501541138 s.
-----------------
-The update of tau takes 13.181703805923462 s.
-The update of tau takes 3.3882999420166016 s.
-The update of tau takes 1.382721185684204 s.
-The update of tau takes 9.624243974685669 s.
-The update of tau takes 13.210530757904053 s.
-The update of tau takes 14.211763620376587 s.
-The update of tau takes 0.11337494850158691 s.
-The update of tau takes 7.060912132263184 s.
-----------------
-The update of tau takes 15.49002480506897 s.
-The update of tau takes 38.06357789039612 s.
-The update of tau takes 0.01352691650390625 s.
-The update of tau takes 8.693908929824829 s.
-The update of tau takes 26.007373094558716 s.
-The update of tau takes 32.717233657836914 s.
-The update of tau takes 7.254819869995117 s.
-The update of tau takes 2.64982533454895 s.
-----------------
-The update of tau takes 13.652789831161499 s.
-The update of tau takes 1.693331241607666 s.
-The update of tau takes 28.02141261100769 s.
-The update of tau takes 0.013052940368652344 s.
-The update of tau takes 23.7999267578125 s.
-The update of tau takes 18.643357038497925 s.
-The update of tau takes 6.375317096710205 s.
-The update of tau takes 19.336090087890625 s.
-----------------
-
-========== 16 Process ==========
-The update of tau takes 25.060819625854492 s.
-The update of tau takes 12.87904977798462 s.
-The update of tau takes 19.05889654159546 s.
-The update of tau takes 10.956089735031128 s.
-The update of tau takes 12.982044458389282 s.
-The update of tau takes 12.447086095809937 s.
-The update of tau takes 17.237581729888916 s.
-The update of tau takes 16.80542778968811 s.
-The update of tau takes 10.128946304321289 s.
-The update of tau takes 4.354808568954468 s.
-The update of tau takes 8.936133623123169 s.
-The update of tau takes 0.08362674713134766 s.
-The update of tau takes 27.454564094543457 s.
-The update of tau takes 19.954668283462524 s.
-The update of tau takes 23.765451908111572 s.
-The update of tau takes 17.12417483329773 s.
-----------------
-The update of tau takes 33.69630837440491 s.
-The update of tau takes 30.097689867019653 s.
-The update of tau takes 39.807077169418335 s.
-The update of tau takes 15.450464725494385 s.
-The update of tau takes 37.91788387298584 s.
-The update of tau takes 40.22591543197632 s.
-The update of tau takes 17.626543045043945 s.
-The update of tau takes 31.12188148498535 s.
-The update of tau takes 35.80254101753235 s.
-The update of tau takes 32.10729694366455 s.
-The update of tau takes 28.675655364990234 s.
-The update of tau takes 0.07104635238647461 s.
-The update of tau takes 28.296031951904297 s.
-The update of tau takes 29.233425855636597 s.
-The update of tau takes 11.68274998664856 s.
-The update of tau takes 42.9933397769928 s.
-----------------
-The update of tau takes 23.28940200805664 s.
-The update of tau takes 9.794701337814331 s.
-The update of tau takes 27.609760761260986 s.
-The update of tau takes 4.188655614852905 s.
-The update of tau takes 9.030377388000488 s.
-The update of tau takes 27.96933603286743 s.
-The update of tau takes 12.339949607849121 s.
-The update of tau takes 25.35353374481201 s.
-The update of tau takes 13.021750211715698 s.
-The update of tau takes 0.08763766288757324 s.
-The update of tau takes 8.261036396026611 s.
-The update of tau takes 25.16412901878357 s.
-The update of tau takes 17.20633864402771 s.
-The update of tau takes 2.9310224056243896 s.
-The update of tau takes 3.930478811264038 s.
-The update of tau takes 28.06206750869751 s.
-----------------
-The update of tau takes 21.61470317840576 s.
-The update of tau takes 42.72353506088257 s.
-The update of tau takes 26.014607667922974 s.
-The update of tau takes 41.65948987007141 s.
-The update of tau takes 22.580242156982422 s.
-The update of tau takes 42.62879204750061 s.
-The update of tau takes 28.68349838256836 s.
-The update of tau takes 37.752838134765625 s.
-The update of tau takes 44.30511689186096 s.
-The update of tau takes 0.07688403129577637 s.
-The update of tau takes 43.28420376777649 s.
-The update of tau takes 35.88371562957764 s.
-The update of tau takes 31.498971462249756 s.
-The update of tau takes 24.762646675109863 s.
-The update of tau takes 24.230530738830566 s.
-The update of tau takes 41.73650884628296 s.
-----------------
-The update of tau takes 15.988333463668823 s.
-The update of tau takes 20.738231897354126 s.
-The update of tau takes 2.2191011905670166 s.
-The update of tau takes 31.92435622215271 s.
-The update of tau takes 31.576402187347412 s.
-The update of tau takes 8.800199031829834 s.
-The update of tau takes 18.074927806854248 s.
-The update of tau takes 16.960297107696533 s.
-The update of tau takes 27.90590763092041 s.
-The update of tau takes 35.6890709400177 s.
-The update of tau takes 19.841561794281006 s.
-The update of tau takes 22.803118467330933 s.
-The update of tau takes 22.965753078460693 s.
-The update of tau takes 35.18033528327942 s.
-The update of tau takes 20.949975967407227 s.
-The update of tau takes 0.08925700187683105 s.
-----------------
-
diff --git a/results/comm_times/comm_times_gthrbcst_64ants.txt b/results/comm_times/comm_times_gthrbcst_64ants.txt
deleted file mode 100644
index 0c9d1289594d30034ca2b671c695270fd7371435..0000000000000000000000000000000000000000
--- a/results/comm_times/comm_times_gthrbcst_64ants.txt
+++ /dev/null
@@ -1,199 +0,0 @@
-========== 1 Process ==========
-The update of tau takes 0.03478384017944336 s.
-----------------
-
-========== 2 Process ==========
-The update of tau takes 15.961430072784424 s.
-The update of tau takes 0.03210783004760742 s.
-----------------
-The update of tau takes 0.03369450569152832 s.
-The update of tau takes 77.13236784934998 s.
-----------------
-The update of tau takes 9.450351476669312 s.
-The update of tau takes 0.034729957580566406 s.
-----------------
-The update of tau takes 0.032788991928100586 s.
-The update of tau takes 15.832878112792969 s.
-----------------
-The update of tau takes 6.167937755584717 s.
-The update of tau takes 0.05071616172790527 s.
-----------------
-
-========== 4 Process ==========
-The update of tau takes 0.5088016986846924 s.
-The update of tau takes 42.136775493621826 s.
-The update of tau takes 22.916038274765015 s.
-The update of tau takes 40.00288701057434 s.
-----------------
-The update of tau takes 21.310214042663574 s.
-The update of tau takes 44.1985137462616 s.
-The update of tau takes 0.12133359909057617 s.
-The update of tau takes 46.402963638305664 s.
-----------------
-The update of tau takes 41.42518758773804 s.
-The update of tau takes 0.016083717346191406 s.
-The update of tau takes 30.68100118637085 s.
-The update of tau takes 28.87326431274414 s.
-----------------
-The update of tau takes 8.84601092338562 s.
-The update of tau takes 15.234434366226196 s.
-The update of tau takes 16.11204433441162 s.
-The update of tau takes 0.016422748565673828 s.
-----------------
-The update of tau takes 23.869322061538696 s.
-The update of tau takes 44.21074962615967 s.
-The update of tau takes 23.90828514099121 s.
-The update of tau takes 0.016566038131713867 s.
-----------------
-
-========== 8 Process ==========
-The update of tau takes 22.980613231658936 s.
-The update of tau takes 10.598286390304565 s.
-The update of tau takes 8.347612619400024 s.
-The update of tau takes 7.454932689666748 s.
-The update of tau takes 24.885433197021484 s.
-The update of tau takes 41.903578758239746 s.
-The update of tau takes 0.16705036163330078 s.
-The update of tau takes 56.46378469467163 s.
-----------------
-The update of tau takes 85.6781063079834 s.
-The update of tau takes 3.653083562850952 s.
-The update of tau takes 46.228641748428345 s.
-The update of tau takes 43.51840138435364 s.
-The update of tau takes 35.157466888427734 s.
-The update of tau takes 19.242260694503784 s.
-The update of tau takes 46.526503801345825 s.
-The update of tau takes 0.09017038345336914 s.
-----------------
-The update of tau takes 17.27971315383911 s.
-The update of tau takes 55.6366331577301 s.
-The update of tau takes 21.82267189025879 s.
-The update of tau takes 53.76233172416687 s.
-The update of tau takes 0.2606332302093506 s.
-The update of tau takes 10.127548456192017 s.
-The update of tau takes 0.09343957901000977 s.
-The update of tau takes 34.592838525772095 s.
-----------------
-The update of tau takes 35.81674861907959 s.
-The update of tau takes 6.437995433807373 s.
-The update of tau takes 0.07033848762512207 s.
-The update of tau takes 52.03970694541931 s.
-The update of tau takes 20.575857639312744 s.
-The update of tau takes 11.346642971038818 s.
-The update of tau takes 15.129045963287354 s.
-The update of tau takes 14.145464181900024 s.
-----------------
-The update of tau takes 34.99191093444824 s.
-The update of tau takes 13.314352035522461 s.
-The update of tau takes 31.78941512107849 s.
-The update of tau takes 33.21409797668457 s.
-The update of tau takes 16.42762804031372 s.
-The update of tau takes 30.021080017089844 s.
-The update of tau takes 0.1277787685394287 s.
-The update of tau takes 17.798656940460205 s.
-----------------
-
-========== 16 Process ==========
-The update of tau takes 8.120911359786987 s.
-The update of tau takes 20.430238723754883 s.
-The update of tau takes 13.870696067810059 s.
-The update of tau takes 49.227097511291504 s.
-The update of tau takes 52.66025114059448 s.
-The update of tau takes 52.50616979598999 s.
-The update of tau takes 49.56760597229004 s.
-The update of tau takes 34.65806317329407 s.
-The update of tau takes 39.099459171295166 s.
-The update of tau takes 44.00368618965149 s.
-The update of tau takes 43.47355365753174 s.
-The update of tau takes 0.10106277465820312 s.
-The update of tau takes 0.14417815208435059 s.
-The update of tau takes 20.66064476966858 s.
-The update of tau takes 59.878478050231934 s.
-The update of tau takes 42.06193733215332 s.
-----------------
-The update of tau takes 48.97883653640747 s.
-The update of tau takes 28.086692810058594 s.
-The update of tau takes 48.543081521987915 s.
-The update of tau takes 22.87968873977661 s.
-The update of tau takes 30.6001935005188 s.
-The update of tau takes 17.626659393310547 s.
-The update of tau takes 50.837103843688965 s.
-The update of tau takes 0.09161734580993652 s.
-The update of tau takes 20.38716173171997 s.
-The update of tau takes 41.54824662208557 s.
-The update of tau takes 22.712954998016357 s.
-The update of tau takes 63.15395259857178 s.
-The update of tau takes 47.11342930793762 s.
-The update of tau takes 37.52593684196472 s.
-The update of tau takes 40.925535678863525 s.
-The update of tau takes 38.27830266952515 s.
-----------------
-The update of tau takes 65.14014649391174 s.
-The update of tau takes 93.19258165359497 s.
-The update of tau takes 60.46214270591736 s.
-The update of tau takes 40.83599305152893 s.
-The update of tau takes 75.6439881324768 s.
-The update of tau takes 63.109381437301636 s.
-The update of tau takes 82.33929228782654 s.
-The update of tau takes 0.09119224548339844 s.
-The update of tau takes 71.76011824607849 s.
-The update of tau takes 84.25169134140015 s.
-The update of tau takes 26.118870496749878 s.
-The update of tau takes 76.00519633293152 s.
-The update of tau takes 62.43528890609741 s.
-The update of tau takes 82.09190392494202 s.
-The update of tau takes 41.86746788024902 s.
-The update of tau takes 49.263481855392456 s.
-----------------
-The update of tau takes 23.002384662628174 s.
-The update of tau takes 44.39324879646301 s.
-The update of tau takes 35.72065329551697 s.
-The update of tau takes 24.282267570495605 s.
-The update of tau takes 75.05009484291077 s.
-The update of tau takes 33.07818651199341 s.
-The update of tau takes 42.40752148628235 s.
-The update of tau takes 35.14438462257385 s.
-The update of tau takes 42.81006193161011 s.
-The update of tau takes 44.73060655593872 s.
-The update of tau takes 25.27799391746521 s.
-The update of tau takes 0.10843515396118164 s.
-The update of tau takes 64.31429696083069 s.
-The update of tau takes 6.960781097412109 s.
-The update of tau takes 57.925495624542236 s.
-The update of tau takes 35.9813666343689 s.
-----------------
-The update of tau takes 88.20732235908508 s.
-The update of tau takes 64.72932028770447 s.
-The update of tau takes 14.414343357086182 s.
-The update of tau takes 72.22038340568542 s.
-The update of tau takes 77.63308691978455 s.
-The update of tau takes 30.449919939041138 s.
-The update of tau takes 0.08992266654968262 s.
-The update of tau takes 58.99665093421936 s.
-The update of tau takes 87.15128231048584 s.
-The update of tau takes 62.85724115371704 s.
-The update of tau takes 45.08964657783508 s.
-The update of tau takes 60.082037925720215 s.
-The update of tau takes 48.1371386051178 s.
-The update of tau takes 4.117397308349609 s.
-The update of tau takes 45.424867153167725 s.
-The update of tau takes 26.14108109474182 s.
-----------------
-The update of tau takes 24.105505228042603 s.
-The update of tau takes 17.653530597686768 s.
-The update of tau takes 17.704275608062744 s.
-The update of tau takes 26.293669939041138 s.
-The update of tau takes 49.72029757499695 s.
-The update of tau takes 35.2880072593689 s.
-The update of tau takes 43.60625338554382 s.
-The update of tau takes 38.785141944885254 s.
-The update of tau takes 21.331947088241577 s.
-The update of tau takes 18.71830940246582 s.
-The update of tau takes 20.438743114471436 s.
-The update of tau takes 6.8546953201293945 s.
-The update of tau takes 18.815203189849854 s.
-The update of tau takes 21.549341678619385 s.
-The update of tau takes 19.414177894592285 s.
-The update of tau takes 0.15010976791381836 s.
-----------------
-
diff --git a/results/comm_times/comm_times_sndrcv_16ants.txt b/results/comm_times/comm_times_sndrcv_16ants.txt
deleted file mode 100644
index 61a22a7e762019b3d205560af239f9846a4e01b6..0000000000000000000000000000000000000000
--- a/results/comm_times/comm_times_sndrcv_16ants.txt
+++ /dev/null
@@ -1,190 +0,0 @@
-========== 1 Process ==========
-The update of tau takes 0.051210641860961914 s.
-----------------
-The update of tau takes 0.0043871402740478516 s.
-----------------
-The update of tau takes 0.10500741004943848 s.
-----------------
-The update of tau takes 0.004146099090576172 s.
-----------------
-The update of tau takes 0.0040302276611328125 s.
-----------------
-
-========== 2 Process ==========
-The update of tau takes 10.771445035934448 s.
-The update of tau takes 0.026795625686645508 s.
-----------------
-The update of tau takes 8.820273399353027 s.
-The update of tau takes 0.0028676986694335938 s.
-----------------
-The update of tau takes 0.10897231101989746 s.
-The update of tau takes 1.1178336143493652 s.
-----------------
-The update of tau takes 5.639611721038818 s.
-The update of tau takes 0.002729654312133789 s.
-----------------
-The update of tau takes 0.0026280879974365234 s.
-The update of tau takes 11.79865550994873 s.
-----------------
-
-========== 4 Process ==========
-The update of tau takes 18.099440336227417 s.
-The update of tau takes 0.04003143310546875 s.
-The update of tau takes 15.875937223434448 s.
-The update of tau takes 16.91982388496399 s.
-----------------
-The update of tau takes 19.382026195526123 s.
-The update of tau takes 0.004785060882568359 s.
-The update of tau takes 21.716426372528076 s.
-The update of tau takes 12.56604552268982 s.
-----------------
-The update of tau takes 4.720373630523682 s.
-The update of tau takes 24.887489318847656 s.
-The update of tau takes 0.0045108795166015625 s.
-The update of tau takes 11.063212156295776 s.
-----------------
-The update of tau takes 19.61106562614441 s.
-The update of tau takes 17.01151704788208 s.
-The update of tau takes 11.422006607055664 s.
-The update of tau takes 0.004232645034790039 s.
-----------------
-The update of tau takes 4.220478057861328 s.
-The update of tau takes 6.524776935577393 s.
-The update of tau takes 10.752532720565796 s.
-The update of tau takes 0.006626605987548828 s.
-----------------
-
-========== 8 Process ==========
-The update of tau takes 53.100878953933716 s.
-The update of tau takes 36.66013503074646 s.
-The update of tau takes 42.187110900878906 s.
-The update of tau takes 29.612024784088135 s.
-The update of tau takes 0.048192501068115234 s.
-The update of tau takes 23.813103437423706 s.
-The update of tau takes 6.661475896835327 s.
-The update of tau takes 52.28170394897461 s.
-----------------
-The update of tau takes 0.010004997253417969 s.
-The update of tau takes 6.007991552352905 s.
-The update of tau takes 8.568843364715576 s.
-The update of tau takes 27.3125581741333 s.
-The update of tau takes 25.1840603351593 s.
-The update of tau takes 7.628563404083252 s.
-The update of tau takes 10.19534158706665 s.
-The update of tau takes 12.891939401626587 s.
-----------------
-The update of tau takes 4.741968393325806 s.
-The update of tau takes 20.098488807678223 s.
-The update of tau takes 3.7364606857299805 s.
-The update of tau takes 20.136448621749878 s.
-The update of tau takes 30.11574697494507 s.
-The update of tau takes 17.68135976791382 s.
-The update of tau takes 1.4189207553863525 s.
-The update of tau takes 0.007524013519287109 s.
-----------------
-The update of tau takes 20.151676893234253 s.
-The update of tau takes 20.746768712997437 s.
-The update of tau takes 12.281693458557129 s.
-The update of tau takes 20.960956811904907 s.
-The update of tau takes 16.057372570037842 s.
-The update of tau takes 2.6285200119018555 s.
-The update of tau takes 0.00895071029663086 s.
-The update of tau takes 13.804379224777222 s.
-----------------
-The update of tau takes 0.008026599884033203 s.
-The update of tau takes 8.011805057525635 s.
-The update of tau takes 23.178380250930786 s.
-The update of tau takes 27.886707067489624 s.
-The update of tau takes 24.549723148345947 s.
-The update of tau takes 21.430049657821655 s.
-The update of tau takes 0.628485918045044 s.
-The update of tau takes 28.567094802856445 s.
-----------------
-
-========== 16 Process ==========
-The update of tau takes 22.895402193069458 s.
-The update of tau takes 30.67358708381653 s.
-The update of tau takes 24.57679319381714 s.
-The update of tau takes 12.004367351531982 s.
-The update of tau takes 0.05120229721069336 s.
-The update of tau takes 19.433353185653687 s.
-The update of tau takes 29.63249707221985 s.
-The update of tau takes 34.193899631500244 s.
-The update of tau takes 34.676820039749146 s.
-The update of tau takes 44.57223987579346 s.
-The update of tau takes 22.42823576927185 s.
-The update of tau takes 29.62427020072937 s.
-The update of tau takes 30.931122064590454 s.
-The update of tau takes 36.975414991378784 s.
-The update of tau takes 30.871814489364624 s.
-The update of tau takes 26.21287703514099 s.
-----------------
-The update of tau takes 0.014468193054199219 s.
-The update of tau takes 23.962283611297607 s.
-The update of tau takes 21.988383054733276 s.
-The update of tau takes 16.465786933898926 s.
-The update of tau takes 10.971245527267456 s.
-The update of tau takes 11.98998498916626 s.
-The update of tau takes 24.212546348571777 s.
-The update of tau takes 22.447329998016357 s.
-The update of tau takes 20.15367603302002 s.
-The update of tau takes 19.182127952575684 s.
-The update of tau takes 29.0464026927948 s.
-The update of tau takes 33.222975730895996 s.
-The update of tau takes 24.433661222457886 s.
-The update of tau takes 5.671199560165405 s.
-The update of tau takes 26.833141088485718 s.
-The update of tau takes 29.772572994232178 s.
-----------------
-The update of tau takes 20.037549018859863 s.
-The update of tau takes 15.945697784423828 s.
-The update of tau takes 11.919301509857178 s.
-The update of tau takes 23.264798164367676 s.
-The update of tau takes 18.37003493309021 s.
-The update of tau takes 23.728219747543335 s.
-The update of tau takes 12.316410779953003 s.
-The update of tau takes 0.31989073753356934 s.
-The update of tau takes 27.297943115234375 s.
-The update of tau takes 0.013715505599975586 s.
-The update of tau takes 17.111215353012085 s.
-The update of tau takes 18.290406465530396 s.
-The update of tau takes 24.27836775779724 s.
-The update of tau takes 13.973273754119873 s.
-The update of tau takes 15.334537744522095 s.
-The update of tau takes 18.468526124954224 s.
-----------------
-The update of tau takes 10.745818376541138 s.
-The update of tau takes 26.880325078964233 s.
-The update of tau takes 4.792725086212158 s.
-The update of tau takes 31.415343284606934 s.
-The update of tau takes 0.013391256332397461 s.
-The update of tau takes 22.878878116607666 s.
-The update of tau takes 18.388559579849243 s.
-The update of tau takes 20.011327505111694 s.
-The update of tau takes 7.7229015827178955 s.
-The update of tau takes 10.39621901512146 s.
-The update of tau takes 2.807328939437866 s.
-The update of tau takes 16.77381992340088 s.
-The update of tau takes 5.00842547416687 s.
-The update of tau takes 18.066486835479736 s.
-The update of tau takes 13.413923740386963 s.
-The update of tau takes 6.116581201553345 s.
-----------------
-The update of tau takes 29.295532703399658 s.
-The update of tau takes 14.984050035476685 s.
-The update of tau takes 17.240195989608765 s.
-The update of tau takes 0.014101505279541016 s.
-The update of tau takes 13.590804100036621 s.
-The update of tau takes 24.738932609558105 s.
-The update of tau takes 16.227232456207275 s.
-The update of tau takes 24.130399703979492 s.
-The update of tau takes 40.17794179916382 s.
-The update of tau takes 31.064399480819702 s.
-The update of tau takes 15.413181781768799 s.
-The update of tau takes 16.38581109046936 s.
-The update of tau takes 29.041075229644775 s.
-The update of tau takes 28.690170526504517 s.
-The update of tau takes 17.25130319595337 s.
-The update of tau takes 28.721024751663208 s.
-----------------
-
diff --git a/results/comm_times/comm_times_sndrcv_64ants.txt b/results/comm_times/comm_times_sndrcv_64ants.txt
deleted file mode 100644
index 5cbedcff6a6f25072f8887f148686d391b6f7e08..0000000000000000000000000000000000000000
--- a/results/comm_times/comm_times_sndrcv_64ants.txt
+++ /dev/null
@@ -1,182 +0,0 @@
-========== 1 Process ==========
-The update of tau takes 0.03487443923950195 s.
-----------------
-
-========== 2 Process ==========
-The update of tau takes 0.03253650665283203 s.
-The update of tau takes 33.86031651496887 s.
-----------------
-The update of tau takes 0.032584428787231445 s.
-The update of tau takes 45.41931629180908 s.
-----------------
-The update of tau takes 23.345701932907104 s.
-The update of tau takes 0.03206491470336914 s.
-----------------
-The update of tau takes 16.347687005996704 s.
-The update of tau takes 0.031415700912475586 s.
-----------------
-The update of tau takes 5.077958106994629 s.
-The update of tau takes 0.035973310470581055 s.
-----------------
-
-========== 4 Process ==========
-The update of tau takes 16.340762853622437 s.
-The update of tau takes 0.05682086944580078 s.
-The update of tau takes 7.214393138885498 s.
-The update of tau takes 20.54289937019348 s.
-----------------
-The update of tau takes 34.46214413642883 s.
-The update of tau takes 0.04779672622680664 s.
-The update of tau takes 16.626965522766113 s.
-The update of tau takes 35.69011688232422 s.
------------------
-The update of tau takes 0.04684019088745117 s.
-The update of tau takes 69.90074253082275 s.
-The update of tau takes 42.3136260509491 s.
-The update of tau takes 62.71615695953369 s.
------------------
-The update of tau takes 76.54159832000732 s.
-The update of tau takes 53.11593055725098 s.
-The update of tau takes 0.04676389694213867 s.
-The update of tau takes 40.06966733932495 s.
------------------
-The update of tau takes 23.519983530044556 s.
-The update of tau takes 37.38852047920227 s.
-The update of tau takes 1.1507070064544678 s.
-The update of tau takes 0.048116445541381836 s.
-----------------
-
-========== 8 Process ==========
-The update of tau takes 48.482242584228516 s.
-The update of tau takes 27.042420387268066 s.
-The update of tau takes 27.54222345352173 s.
-The update of tau takes 27.837398290634155 s.
-The update of tau takes 0.0651094913482666 s.
-The update of tau takes 59.86596894264221 s.
-The update of tau takes 35.79451322555542 s.
-The update of tau takes 10.053784132003784 s.
------------------
-The update of tau takes 4.857863664627075 s.
-The update of tau takes 54.48351812362671 s.
-The update of tau takes 41.887789726257324 s.
-The update of tau takes 50.565330505371094 s.
-The update of tau takes 57.08563828468323 s.
-The update of tau takes 20.141039848327637 s.
-The update of tau takes 62.17812705039978 s.
-The update of tau takes 0.060042619705200195 s.
------------------
-The update of tau takes 0.06932735443115234 s.
-The update of tau takes 85.89510369300842 s.
-The update of tau takes 44.09229612350464 s.
-The update of tau takes 73.13632822036743 s.
-The update of tau takes 35.172818183898926 s.
-The update of tau takes 39.556949615478516 s.
-The update of tau takes 48.2639594078064 s.
-The update of tau takes 44.88072443008423 s.
------------------
-The update of tau takes 40.58975863456726 s.
-The update of tau takes 14.325786113739014 s.
-The update of tau takes 37.80087661743164 s.
-The update of tau takes 0.06070685386657715 s.
-The update of tau takes 57.26213502883911 s.
-The update of tau takes 46.473509073257446 s.
-The update of tau takes 25.134183406829834 s.
-The update of tau takes 27.561519145965576 s.
------------------
-The update of tau takes 0.4981086254119873 s.
-The update of tau takes 0.045760393142700195 s.
-The update of tau takes 37.705413818359375 s.
-The update of tau takes 35.85702300071716 s.
-The update of tau takes 40.544912815093994 s.
-The update of tau takes 46.9920928478241 s.
-The update of tau takes 40.10227036476135 s.
-The update of tau takes 22.211514234542847 s.
-----------------
-
-========== 16 Process ==========
-The update of tau takes 11.001474618911743 s.
-The update of tau takes 0.08202672004699707 s.
-The update of tau takes 79.42663049697876 s.
-The update of tau takes 50.26919937133789 s.
-The update of tau takes 50.238357067108154 s.
-The update of tau takes 14.381578922271729 s.
-The update of tau takes 48.46127128601074 s.
-The update of tau takes 34.64779877662659 s.
-The update of tau takes 70.92085599899292 s.
-The update of tau takes 48.993221044540405 s.
-The update of tau takes 106.50802969932556 s.
-The update of tau takes 8.338129043579102 s.
-The update of tau takes 27.9980149269104 s.
-The update of tau takes 84.61704754829407 s.
-The update of tau takes 44.867610692977905 s.
-The update of tau takes 37.318061113357544 s.
------------------
-The update of tau takes 94.38031649589539 s.
-The update of tau takes 0.08254289627075195 s.
-The update of tau takes 85.17449927330017 s.
-The update of tau takes 71.38332867622375 s.
-The update of tau takes 72.5124499797821 s.
-The update of tau takes 47.420151233673096 s.
-The update of tau takes 87.77613973617554 s.
-The update of tau takes 70.34321618080139 s.
-The update of tau takes 92.84206032752991 s.
-The update of tau takes 79.2065315246582 s.
-The update of tau takes 96.01994776725769 s.
-The update of tau takes 51.10266304016113 s.
-The update of tau takes 111.04360795021057 s.
-The update of tau takes 41.05202102661133 s.
-The update of tau takes 63.77040696144104 s.
-The update of tau takes 85.94065046310425 s.
------------------
-The update of tau takes 80.66492080688477 s.
-The update of tau takes 0.09418082237243652 s.
-The update of tau takes 57.37032747268677 s.
-The update of tau takes 14.836559534072876 s.
-The update of tau takes 79.97856283187866 s.
-The update of tau takes 36.098934173583984 s.
-The update of tau takes 52.08024477958679 s.
-The update of tau takes 51.22436308860779 s.
-The update of tau takes 43.677494525909424 s.
-The update of tau takes 48.80618357658386 s.
-The update of tau takes 40.531901359558105 s.
-The update of tau takes 38.473830699920654 s.
-The update of tau takes 92.39075875282288 s.
-The update of tau takes 55.22096109390259 s.
-The update of tau takes 8.457462549209595 s.
-The update of tau takes 16.035474061965942 s.
------------------
-The update of tau takes 50.92306399345398 s.
-The update of tau takes 35.47430658340454 s.
-The update of tau takes 0.0772097110748291 s.
-The update of tau takes 52.862600326538086 s.
-The update of tau takes 69.58306050300598 s.
-The update of tau takes 48.805102586746216 s.
-The update of tau takes 10.422410726547241 s.
-The update of tau takes 32.14400553703308 s.
-The update of tau takes 28.868882417678833 s.
-The update of tau takes 55.44391965866089 s.
-The update of tau takes 37.90677309036255 s.
-The update of tau takes 31.33178973197937 s.
-The update of tau takes 67.4421443939209 s.
-The update of tau takes 34.68014407157898 s.
-The update of tau takes 29.11715269088745 s.
-The update of tau takes 46.859349966049194 s.
------------------
-The update of tau takes 32.421684980392456 s.
-The update of tau takes 19.501636266708374 s.
-The update of tau takes 17.79279589653015 s.
-The update of tau takes 36.75609850883484 s.
-The update of tau takes 53.31246566772461 s.
-The update of tau takes 12.448964595794678 s.
-The update of tau takes 0.09246587753295898 s.
-The update of tau takes 61.17890954017639 s.
-The update of tau takes 43.37379837036133 s.
-The update of tau takes 28.928627490997314 s.
-The update of tau takes 48.6908323764801 s.
-The update of tau takes 53.15444469451904 s.
-The update of tau takes 49.53609251976013 s.
-The update of tau takes 40.12193036079407 s.
-The update of tau takes 36.695425271987915 s.
-The update of tau takes 25.081812620162964 s.
-----------------
-
diff --git a/results/images/comm_time_16ants.png b/results/images/comm_time_16ants.png
deleted file mode 100644
index d244dda6e337d91582ea12bbd22d91d68be76d2f..0000000000000000000000000000000000000000
Binary files a/results/images/comm_time_16ants.png and /dev/null differ
diff --git a/results/images/comm_time_64ants.png b/results/images/comm_time_64ants.png
deleted file mode 100644
index ecb69180277b5fc2127fd6344832782102881bd9..0000000000000000000000000000000000000000
Binary files a/results/images/comm_time_64ants.png and /dev/null differ
diff --git a/results/result_exploitation.py b/results/result_exploitation.py
index 66de31b782f36e63e119c57983eb41cc44b78fb6..43639c3941445adedb5f0bdd1bcaeb021cc156f8 100644
--- a/results/result_exploitation.py
+++ b/results/result_exploitation.py
@@ -2,9 +2,9 @@ import matplotlib.pyplot as plt
import numpy as np
-# # ###########################################################################
-# # ## Compare 2 different setups
-# # ###########################################################################
+###########################################################################
+## Compare 2 different setups
+###########################################################################
cost_opti = []
iter_list = []
@@ -35,10 +35,10 @@ plt.legend()
plt.show()
-# ###########################################################################
-# ## Plot execution time for 10 generations of
-# ## 64 ants on a different number of processes
-# ###########################################################################
+###########################################################################
+## Plot execution time for 10 generations of
+## 64 ants on a different number of processes
+###########################################################################
times = []
nb_processes = [1, 2, 4, 8, 16]
@@ -63,9 +63,9 @@ plt.legend()
plt.show()
-# ###########################################################################
-# ## Test stability of the code
-# ###########################################################################
+###########################################################################
+## Test stability of the code
+###########################################################################
for i in range(1, 7):
throughputs = []
@@ -84,40 +84,3 @@ plt.xlabel("Iteration")
plt.ylabel("Throughput optimal (MPoint/s)")
plt.legend()
plt.show()
-
-
-###########################################################################
-## Compare Gather/Bcast and Send/Receive approaches
-###########################################################################
-ants_list=[16, 64]
-for nb_ants in ants_list:
- for method in ["sndrcv", "gthrbcst"]:
- np_list = []
- times = []
- with open(f"comm_times/comm_times_{method}_{nb_ants}ants.txt", 'r') as file:
- for line in file:
- if line[0] == "=":
- np = int(line.split(" ")[1])
- avg = 0
- nb_batch = 0
- max = 0
- elif line[0] == "T":
- time = float(line.split(" ")[5])
- if time > max:
- max = time
- elif line[0] == "-":
- avg += max
- max = 0
- nb_batch += 1
- elif line == "\n":
- avg /= nb_batch
- np_list.append(np)
- times.append(avg)
- plt.plot(np_list, times, '+-',label=f"{method}")
- plt.title(f"Time to update tau with {nb_ants} ants per process with Gather/Bcast and Snd/Rcv methods.")
- plt.xlabel("Nombre de process")
- plt.ylabel("Temps (s)")
- plt.yscale("log")
- plt.xscale("log")
- plt.legend()
- plt.show()
\ No newline at end of file