From 6606adf757bc5eb523bdb1c3d1316c921923646a Mon Sep 17 00:00:00 2001
From: Stefan Brass <stefan.brass@informatik.uni-halle.de>
Date: Tue, 20 Aug 2019 11:28:24 +0200
Subject: [PATCH] Optimization for Runtime Estimation
---
graph/graph.cpp | 152 ++++-
opt/{OPT => BEST} | 0
opt/MARIADB | 1306 +++++++++++++++++++++--------------------
opt/RUNS | 23 +
opt/SOUFFLE | 688 ++++++++++++++++++++++
opt/estimate_data.csv | 3 +
6 files changed, 1506 insertions(+), 666 deletions(-)
rename opt/{OPT => BEST} (100%)
create mode 100644 opt/SOUFFLE
diff --git a/graph/graph.cpp b/graph/graph.cpp
index f33d737..91fae50 100644
--- a/graph/graph.cpp
+++ b/graph/graph.cpp
@@ -2,7 +2,7 @@
// Project: rbench - Logic Programming and Database Benchmarks
// Filename: graph/graph.cpp
// Purpose: Alternative Graph Generator
-// Last Change: 23.04.2019
+// Last Change: 10.05.2019
// Language: C++
// EMail: brass@informatik.uni-halle.de
// WWW: http://www.informatik.uni-halle.de/~brass/
@@ -913,7 +913,7 @@ class Output {
std::ofstream &file = files_[i];
switch(format_[i]) {
case FORMAT_P:
- file << "par(" << from << "," << to <<
+ file << "par(" << from << ", " << to <<
")." << "\n";
break;
case FORMAT_TSV:
@@ -1016,6 +1016,67 @@ bigint_t pow2(int n) {
return pow;
}
+//-----------------------------------------------------------------------------
+// Prime Number test:
+//-----------------------------------------------------------------------------
+
+bool is_prime(int p) {
+ for(int i = 2; i < p; i++) {
+ if(p % i == 0)
+ return false;
+ }
+ return true;
+}
+
+//-----------------------------------------------------------------------------
+// Compute Prime Number Greater Than or Equal To a Number:
+//-----------------------------------------------------------------------------
+
+int next_prime(int p) {
+ while(!is_prime(p)) {
+ p++;
+ if(p < 0) {
+ std::cout <<
+ "Overflow in computation of prime number\n";
+ exit(23);
+ }
+ }
+ return p;
+}
+
+//-----------------------------------------------------------------------------
+// Compute Random Number from 0 to n (inclusive):
+//-----------------------------------------------------------------------------
+
+int rand_until(int n) {
+ //return rand() % (n+1);
+ int r = rand();
+ int result = r % (n+1);
+ std::cout << "rand_until(" << n << ") = " << result <<
+ "\t[rand = " << r << "]\n";
+ return result;
+}
+
+//-----------------------------------------------------------------------------
+// Random Suffling of Array:
+//-----------------------------------------------------------------------------
+
+void rand_shuffle(int arr[], int len) {
+ for(int i = len-1; i > 0; i--) {
+ int j = rand_until(i);
+ int swap = arr[i];
+ arr[i] = arr[j];
+ arr[j] = swap;
+ }
+
+ std::cout << "\n";
+ std::cout << "Result of Shuffle (Array Length: " << len << "\n";
+ for(int i = 0; i < len; i++)
+ std::cout << "\t arr[" << i << "] = " << arr[i] << "\n";
+ std::cout << "\n";
+}
+
+
//=============================================================================
// Generator Functions for Graphs:
//=============================================================================
@@ -1213,7 +1274,7 @@ void gen_graph_s(int n, int k, output_t out, gsize_t gsize) {
// Check divisibility condition:
if(n % (k+1) != 0) {
std::cout << "S[n,k] requires that n is divisible by k+1.\n";
- exit(23);
+ exit(24);
}
// Set number of nodes:
@@ -1490,6 +1551,68 @@ void gen_graph_d(int n, int k, output_t out, gsize_t gsize) {
gsize->set_tc_inst(k * (3 * n));
}
+//-----------------------------------------------------------------------------
+// U-Graph (Random Graph with Uniform Distribution of Node Degrees):
+//-----------------------------------------------------------------------------
+
+// This Graph Generation Algorithm is more or less copied from OpenRuleBench.
+// The first parameter n is the number of nodes.
+// The second parameter k the number of edges.
+// The two next prime numbers p1 and p2 greater than n are computed
+// and two arrays a1 and a2 of size p1 and p2 are generated.
+// These arrays are filled with the numbers 1..n and p1/p2 - n entries
+// with the value 0.
+// The two arrays are randomly shuffled and then a1[i mod p1]
+// is connected with a2[i mod p2] and all connections with 0 are ignored.
+
+void gen_graph_u(int n, int k, output_t out, gsize_t gsize) {
+
+ // Check that second parameter is defined:
+ if(k < 0) {
+ second_par_missing("U");
+ }
+
+ // Set number of nodes:
+ out->set_nodes(n);
+
+ // Compute next two prime numbers greater than n:
+ int p1 = next_prime(n + 1);
+ int p2 = next_prime(p1 + 1);
+
+ // Allocate and fill lists of nodes:
+ int *a1 = new int[p1];
+ int *a2 = new int[p2];
+ for(int i = 0; i < p1; i++) {
+ a1[i] = (i < n)? (i+1) : 0;
+ }
+ for(int i = 0; i < p2; i++) {
+ a2[i] = (i < n)? (i+1) : 0;
+ }
+
+ // Do the random shuffling:
+ rand_shuffle(a1, p1);
+ rand_shuffle(a2, p2);
+
+ // Generate edges:
+ int generated_edges = 0;
+ for(int i = 0; generated_edges < k; i++) {
+ int node1 = a1[i % p1];
+ int node2 = a2[i % p2];
+ if(node1 != 0 && node2 != 0) {
+ out->write_edge(node1, node2);
+ generated_edges++;
+ }
+ }
+
+ // Free allocated memory:
+ delete[] a1;
+ delete[] a2;
+
+ // There are no formulas for the benchmark size, only edges and nodes:
+ gsize->set_num_nodes(n);
+ gsize->set_num_edges(k);
+}
+
//=============================================================================
// The main Function:
//=============================================================================
@@ -1504,7 +1627,7 @@ int main(int argc, str_t argv[])
// The program should be called with the graph and the output files:
if(argc < 3) {
std::cout << "Usage: ./graph GraphID OutputFile1 ...\n";
- exit(24);
+ exit(25);
}
// Get graph parameters, first code:
@@ -1513,7 +1636,7 @@ int main(int argc, str_t argv[])
char graph_code = *p++;
if(graph_code == '\0') {
std::cout << "Impossible empty Graph ID.\n";
- exit(25);
+ exit(26);
}
// First parameter:
@@ -1524,7 +1647,7 @@ int main(int argc, str_t argv[])
par_chars[i] = 0;
if(i == 0) {
std::cout << "First parameter in graph ID missing.\n";
- exit(26);
+ exit(27);
}
int par1 = str_int(par_chars);
if(*p == 'k') {
@@ -1559,7 +1682,7 @@ int main(int argc, str_t argv[])
par_chars[i] = 0;
if(i == 0) {
std::cout << "Second parameter in graph ID missing.\n";
- exit(27);
+ exit(28);
}
par2 = str_int(par_chars);
if(*p == 'k') {
@@ -1589,7 +1712,7 @@ int main(int argc, str_t argv[])
// Check that we have successfully parsed the entire graph ID:
if(*p != '\0') {
std::cout << "Unexpected characters at the end of graph ID.\n";
- exit(28);
+ exit(29);
}
// Open output file(s):
@@ -1642,10 +1765,14 @@ int main(int argc, str_t argv[])
// Total order graph (maximum acyclic graph)
gen_graph_t(par1, par2, &output, &formula);
break;
+ case 'u':
+ case 'U':
+ // Random Graph, Uniform Distribution of Node Degrees
+ gen_graph_u(par1, par2, &output, &formula);
+ break;
case 'v':
case 'V':
// InVerted bin. tree (looks like V if edges point down)
-std::cout << "TODO: COMPUTATION OF ITERATIONS IS WRONG. MUST SAVE OLD TC VER\n";
gen_graph_v(par1, par2, &output, &formula);
break;
case 'w':
@@ -1666,16 +1793,13 @@ std::cout << "TODO: COMPUTATION OF ITERATIONS IS WRONG. MUST SAVE OLD TC VER\n";
case 'a':
case 'A':
// Acyclic random graph
- case 'u':
- case 'U':
- // Random graph with Uniform node degrees
std::cout << "Please use the other graph generator " <<
"for this graph.\n";
- exit(29);
+ exit(30);
default:
std::cout << "Unknown graph type '" << graph_code <<
"'.\n";
- exit(30);
+ exit(31);
}
// Output number of edges written:
diff --git a/opt/OPT b/opt/BEST
similarity index 100%
rename from opt/OPT
rename to opt/BEST
diff --git a/opt/MARIADB b/opt/MARIADB
index 90679ea..c686dee 100644
--- a/opt/MARIADB
+++ b/opt/MARIADB
@@ -1,3 +1,4 @@
+Wed May 1 17:24:41 CEST 2019
Welcome to the TC runtime prediction optimizer.
Number of Threads: 30
@@ -6,681 +7,682 @@ Doing optimization for: mariadb
Search Space for Parameter Values:
---------------------------------
- Startup: 0 - 200 [Step: 1]
+ Startup: 0 - 300 [Step: 1]
LoadX: 1000 - 1500 [Step: 1]
RuleApp: 200 - 600 [Step: 1]
- Result: 1000 - 1500 [Step: 1]
+ Result: 800 - 1500 [Step: 1]
-Number of parameter tuples: 20230931601
+Number of parameter tuples: 42390311901
Starting 30 threads ...
-[Job 11: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
-[Job 17: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
-[Job 9: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 0: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 4: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 5: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
[Job 2: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
-[Job 15: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 1: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 3: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 11: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 6: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 8: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
[Job 14: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 9: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 10: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 12: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
[Job 13: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
-[Job 0: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
-[Job 6: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
[Job 22: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
-[Job 4: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
-[Job 16: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
-[Job 26: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 23: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
[Job 24: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 16: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 15: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 29: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 7: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 19: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
[Job 20: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 21: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
[Job 25: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
-[Job 12: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
-[Job 19: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
-[Job 28: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 26: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
[Job 27: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
-[Job 21: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
-[Job 23: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
-[Job 8: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
-[Job 10: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
-[Job 29: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
-[Job 3: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
-[Job 1: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
-[Job 7: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 17: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 28: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
[Job 18: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
-[Job 5: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
-[Job 21: 5%, Best: 22]: (S: 147, X: 1149, A: 431, R: 1042)
-[Job 23: 5%, Best: 22]: (S: 159, X: 1149, A: 431, R: 1030)
-[Job 8: 5%, Best: 24]: (S: 56, X: 1024, A: 438, R: 1127)
-[Job 22: 5%, Best: 22]: (S: 153, X: 1149, A: 431, R: 1036)
-[Job 24: 5%, Best: 22]: (S: 165, X: 1149, A: 431, R: 1024)
-[Job 29: 5%, Best: 22]: (S: 195, X: 1149, A: 425, R: 1000)
-[Job 28: 5%, Best: 22]: (S: 189, X: 1147, A: 431, R: 1000)
-[Job 20: 5%, Best: 23]: (S: 140, X: 1003, A: 415, R: 1000)
-[Job 19: 5%, Best: 23]: (S: 133, X: 1021, A: 438, R: 1049)
-[Job 27: 5%, Best: 22]: (S: 183, X: 1148, A: 431, R: 1006)
-[Job 5: 5%, Best: 24]: (S: 35, X: 1156, A: 431, R: 1154)
-[Job 16: 5%, Best: 23]: (S: 112, X: 1166, A: 430, R: 1078)
-[Job 26: 5%, Best: 22]: (S: 177, X: 1148, A: 431, R: 1012)
-[Job 13: 5%, Best: 23]: (S: 91, X: 1171, A: 430, R: 1098)
-[Job 25: 5%, Best: 22]: (S: 171, X: 1148, A: 431, R: 1018)
-[Job 7: 5%, Best: 24]: (S: 49, X: 1118, A: 433, R: 1138)
-[Job 2: 5%, Best: 24]: (S: 14, X: 1174, A: 430, R: 1175)
-[Job 18: 5%, Best: 23]: (S: 126, X: 1090, A: 434, R: 1060)
-[Job 0: 5%, Best: 23]: (S: 0, X: 1174, A: 430, R: 1189)
-[Job 1: 5%, Best: 24]: (S: 7, X: 1174, A: 430, R: 1182)
-[Job 6: 5%, Best: 24]: (S: 42, X: 1174, A: 430, R: 1147)
-[Job 3: 5%, Best: 24]: (S: 21, X: 1157, A: 431, R: 1168)
-[Job 10: 5%, Best: 23]: (S: 70, X: 1172, A: 430, R: 1119)
-[Job 15: 5%, Best: 23]: (S: 105, X: 1171, A: 430, R: 1084)
-[Job 9: 5%, Best: 23]: (S: 63, X: 1154, A: 431, R: 1126)
-[Job 4: 5%, Best: 24]: (S: 28, X: 1174, A: 430, R: 1161)
-[Job 17: 5%, Best: 23]: (S: 119, X: 1166, A: 430, R: 1071)
-[Job 11: 5%, Best: 23]: (S: 77, X: 1172, A: 430, R: 1112)
-[Job 12: 5%, Best: 23]: (S: 84, X: 1172, A: 430, R: 1105)
-[Job 14: 5%, Best: 23]: (S: 98, X: 1171, A: 430, R: 1091)
-[Job 21: 10%, Best: 22]: (S: 147, X: 1277, A: 424, R: 1048)
-[Job 8: 10%, Best: 24]: (S: 56, X: 1024, A: 438, R: 1127)
-[Job 22: 10%, Best: 22]: (S: 153, X: 1277, A: 424, R: 1042)
-[Job 26: 10%, Best: 22]: (S: 177, X: 1277, A: 424, R: 1018)
-[Job 29: 10%, Best: 22]: (S: 195, X: 1276, A: 424, R: 1000)
-[Job 16: 10%, Best: 23]: (S: 112, X: 1242, A: 426, R: 1081)
-[Job 23: 10%, Best: 22]: (S: 159, X: 1277, A: 424, R: 1036)
-[Job 28: 10%, Best: 22]: (S: 189, X: 1277, A: 424, R: 1006)
-[Job 25: 10%, Best: 22]: (S: 171, X: 1277, A: 424, R: 1024)
-[Job 27: 10%, Best: 22]: (S: 183, X: 1277, A: 424, R: 1012)
-[Job 7: 10%, Best: 24]: (S: 49, X: 1118, A: 433, R: 1138)
-[Job 6: 10%, Best: 24]: (S: 42, X: 1211, A: 428, R: 1149)
-[Job 24: 10%, Best: 22]: (S: 165, X: 1277, A: 424, R: 1030)
-[Job 19: 10%, Best: 23]: (S: 133, X: 1021, A: 438, R: 1049)
-[Job 0: 10%, Best: 24]: (S: 0, X: 1343, A: 421, R: 1197)
-[Job 17: 10%, Best: 23]: (S: 119, X: 1166, A: 430, R: 1071)
-[Job 18: 10%, Best: 23]: (S: 126, X: 1090, A: 434, R: 1060)
-[Job 5: 10%, Best: 24]: (S: 35, X: 1267, A: 425, R: 1159)
-[Job 20: 10%, Best: 23]: (S: 140, X: 1003, A: 415, R: 1000)
-[Job 1: 10%, Best: 24]: (S: 7, X: 1342, A: 421, R: 1190)
-[Job 2: 10%, Best: 24]: (S: 14, X: 1342, A: 421, R: 1183)
-[Job 13: 10%, Best: 23]: (S: 91, X: 1338, A: 421, R: 1106)
-[Job 3: 10%, Best: 24]: (S: 21, X: 1342, A: 421, R: 1176)
-[Job 14: 10%, Best: 23]: (S: 98, X: 1319, A: 422, R: 1098)
-[Job 4: 10%, Best: 24]: (S: 28, X: 1341, A: 421, R: 1169)
-[Job 21: 15%, Best: 22]: (S: 147, X: 1372, A: 419, R: 1052)
-[Job 10: 10%, Best: 23]: (S: 70, X: 1264, A: 425, R: 1124)
-[Job 11: 10%, Best: 23]: (S: 77, X: 1320, A: 422, R: 1119)
-[Job 12: 10%, Best: 23]: (S: 84, X: 1320, A: 422, R: 1112)
-[Job 15: 10%, Best: 23]: (S: 105, X: 1263, A: 425, R: 1089)
-[Job 8: 15%, Best: 24]: (S: 56, X: 1024, A: 438, R: 1127)
-[Job 9: 10%, Best: 23]: (S: 63, X: 1321, A: 422, R: 1133)
-[Job 28: 15%, Best: 22]: (S: 189, X: 1388, A: 418, R: 1011)
-[Job 22: 15%, Best: 22]: (S: 153, X: 1371, A: 419, R: 1046)
-[Job 27: 15%, Best: 22]: (S: 183, X: 1370, A: 419, R: 1016)
-[Job 7: 15%, Best: 24]: (S: 49, X: 1118, A: 433, R: 1138)
-[Job 16: 15%, Best: 23]: (S: 112, X: 1242, A: 426, R: 1081)
-[Job 26: 15%, Best: 22]: (S: 177, X: 1370, A: 419, R: 1022)
-[Job 25: 15%, Best: 22]: (S: 171, X: 1388, A: 418, R: 1029)
-[Job 29: 15%, Best: 22]: (S: 195, X: 1387, A: 418, R: 1005)
-[Job 17: 15%, Best: 23]: (S: 119, X: 1166, A: 430, R: 1071)
-[Job 5: 15%, Best: 24]: (S: 35, X: 1267, A: 425, R: 1159)
-[Job 18: 15%, Best: 23]: (S: 126, X: 1090, A: 434, R: 1060)
-[Job 24: 15%, Best: 22]: (S: 165, X: 1371, A: 419, R: 1034)
-[Job 23: 15%, Best: 22]: (S: 159, X: 1371, A: 419, R: 1040)
-[Job 6: 15%, Best: 24]: (S: 42, X: 1211, A: 428, R: 1149)
-[Job 0: 15%, Best: 24]: (S: 0, X: 1380, A: 419, R: 1199)
-[Job 2: 15%, Best: 24]: (S: 14, X: 1379, A: 419, R: 1185)
-[Job 1: 15%, Best: 24]: (S: 7, X: 1379, A: 419, R: 1192)
-[Job 19: 15%, Best: 23]: (S: 133, X: 1021, A: 438, R: 1049)
-[Job 15: 15%, Best: 23]: (S: 105, X: 1263, A: 425, R: 1089)
-[Job 20: 15%, Best: 23]: (S: 140, X: 1003, A: 415, R: 1000)
-[Job 4: 15%, Best: 24]: (S: 28, X: 1378, A: 419, R: 1171)
-[Job 13: 15%, Best: 23]: (S: 91, X: 1356, A: 420, R: 1107)
-[Job 11: 15%, Best: 23]: (S: 77, X: 1357, A: 420, R: 1121)
-[Job 14: 15%, Best: 23]: (S: 98, X: 1372, A: 419, R: 1101)
-[Job 12: 15%, Best: 23]: (S: 84, X: 1357, A: 420, R: 1114)
-[Job 8: 20%, Best: 24]: (S: 56, X: 1024, A: 438, R: 1127)
-[Job 3: 15%, Best: 24]: (S: 21, X: 1379, A: 419, R: 1178)
-[Job 28: 20%, Best: 22]: (S: 189, X: 1388, A: 418, R: 1011)
-[Job 10: 15%, Best: 23]: (S: 70, X: 1375, A: 419, R: 1129)
-[Job 27: 20%, Best: 22]: (S: 183, X: 1370, A: 419, R: 1016)
-[Job 25: 20%, Best: 22]: (S: 171, X: 1388, A: 418, R: 1029)
-[Job 21: 20%, Best: 22]: (S: 147, X: 1372, A: 419, R: 1052)
-[Job 7: 20%, Best: 24]: (S: 49, X: 1118, A: 433, R: 1138)
-[Job 26: 20%, Best: 22]: (S: 177, X: 1370, A: 419, R: 1022)
-[Job 16: 20%, Best: 23]: (S: 112, X: 1242, A: 426, R: 1081)
-[Job 23: 20%, Best: 22]: (S: 159, X: 1371, A: 419, R: 1040)
-[Job 5: 20%, Best: 24]: (S: 35, X: 1267, A: 425, R: 1159)
-[Job 9: 15%, Best: 23]: (S: 63, X: 1376, A: 419, R: 1136)
-[Job 29: 20%, Best: 22]: (S: 195, X: 1387, A: 418, R: 1005)
-[Job 24: 20%, Best: 22]: (S: 165, X: 1371, A: 419, R: 1034)
-[Job 0: 20%, Best: 24]: (S: 0, X: 1380, A: 419, R: 1199)
-[Job 17: 20%, Best: 23]: (S: 119, X: 1166, A: 430, R: 1071)
-[Job 18: 20%, Best: 23]: (S: 126, X: 1090, A: 434, R: 1060)
-[Job 22: 20%, Best: 22]: (S: 153, X: 1371, A: 419, R: 1046)
-[Job 2: 20%, Best: 24]: (S: 14, X: 1379, A: 419, R: 1185)
-[Job 19: 20%, Best: 23]: (S: 133, X: 1021, A: 438, R: 1049)
-[Job 6: 20%, Best: 24]: (S: 42, X: 1211, A: 428, R: 1149)
-[Job 1: 20%, Best: 24]: (S: 7, X: 1379, A: 419, R: 1192)
-[Job 12: 20%, Best: 23]: (S: 84, X: 1357, A: 420, R: 1114)
-[Job 15: 20%, Best: 23]: (S: 105, X: 1263, A: 425, R: 1089)
-[Job 4: 20%, Best: 24]: (S: 28, X: 1378, A: 419, R: 1171)
-[Job 27: 25%, Best: 22]: (S: 183, X: 1370, A: 419, R: 1016)
-[Job 13: 20%, Best: 23]: (S: 91, X: 1356, A: 420, R: 1107)
-[Job 28: 25%, Best: 22]: (S: 189, X: 1388, A: 418, R: 1011)
-[Job 20: 20%, Best: 23]: (S: 140, X: 1003, A: 415, R: 1000)
-[Job 21: 25%, Best: 22]: (S: 147, X: 1372, A: 419, R: 1052)
-[Job 26: 25%, Best: 22]: (S: 177, X: 1370, A: 419, R: 1022)
-[Job 11: 20%, Best: 23]: (S: 77, X: 1357, A: 420, R: 1121)
-[Job 14: 20%, Best: 23]: (S: 98, X: 1372, A: 419, R: 1101)
-[Job 25: 25%, Best: 22]: (S: 171, X: 1388, A: 418, R: 1029)
-[Job 3: 20%, Best: 24]: (S: 21, X: 1379, A: 419, R: 1178)
-[Job 8: 25%, Best: 24]: (S: 56, X: 1024, A: 438, R: 1127)
-[Job 7: 25%, Best: 24]: (S: 49, X: 1118, A: 433, R: 1138)
-[Job 0: 25%, Best: 24]: (S: 0, X: 1380, A: 419, R: 1199)
-[Job 29: 25%, Best: 22]: (S: 195, X: 1387, A: 418, R: 1005)
-[Job 16: 25%, Best: 23]: (S: 112, X: 1242, A: 426, R: 1081)
-[Job 2: 25%, Best: 24]: (S: 14, X: 1379, A: 419, R: 1185)
-[Job 18: 25%, Best: 23]: (S: 126, X: 1090, A: 434, R: 1060)
-[Job 9: 20%, Best: 23]: (S: 63, X: 1376, A: 419, R: 1136)
-[Job 10: 20%, Best: 23]: (S: 70, X: 1375, A: 419, R: 1129)
-[Job 17: 25%, Best: 23]: (S: 119, X: 1166, A: 430, R: 1071)
-[Job 1: 25%, Best: 24]: (S: 7, X: 1379, A: 419, R: 1192)
-[Job 24: 25%, Best: 22]: (S: 165, X: 1371, A: 419, R: 1034)
-[Job 22: 25%, Best: 22]: (S: 153, X: 1371, A: 419, R: 1046)
-[Job 5: 25%, Best: 24]: (S: 35, X: 1267, A: 425, R: 1159)
-[Job 23: 25%, Best: 22]: (S: 159, X: 1371, A: 419, R: 1040)
-[Job 27: 30%, Best: 22]: (S: 183, X: 1370, A: 419, R: 1016)
-[Job 21: 30%, Best: 22]: (S: 147, X: 1372, A: 419, R: 1052)
-[Job 15: 25%, Best: 23]: (S: 105, X: 1263, A: 425, R: 1089)
-[Job 19: 25%, Best: 23]: (S: 133, X: 1021, A: 438, R: 1049)
-[Job 6: 25%, Best: 24]: (S: 42, X: 1211, A: 428, R: 1149)
-[Job 4: 25%, Best: 24]: (S: 28, X: 1378, A: 419, R: 1171)
-[Job 12: 25%, Best: 23]: (S: 84, X: 1357, A: 420, R: 1114)
-[Job 26: 30%, Best: 22]: (S: 177, X: 1370, A: 419, R: 1022)
-[Job 28: 30%, Best: 22]: (S: 189, X: 1388, A: 418, R: 1011)
-[Job 25: 30%, Best: 22]: (S: 171, X: 1388, A: 418, R: 1029)
-[Job 8: 30%, Best: 24]: (S: 56, X: 1024, A: 438, R: 1127)
-[Job 7: 30%, Best: 24]: (S: 49, X: 1118, A: 433, R: 1138)
-[Job 14: 25%, Best: 23]: (S: 98, X: 1372, A: 419, R: 1101)
-[Job 13: 25%, Best: 23]: (S: 91, X: 1356, A: 420, R: 1107)
-[Job 20: 25%, Best: 23]: (S: 140, X: 1003, A: 415, R: 1000)
-[Job 11: 25%, Best: 23]: (S: 77, X: 1357, A: 420, R: 1121)
-[Job 10: 25%, Best: 23]: (S: 70, X: 1375, A: 419, R: 1129)
-[Job 0: 30%, Best: 24]: (S: 0, X: 1380, A: 419, R: 1199)
-[Job 3: 25%, Best: 24]: (S: 21, X: 1379, A: 419, R: 1178)
-[Job 29: 30%, Best: 22]: (S: 195, X: 1387, A: 418, R: 1005)
-[Job 23: 30%, Best: 22]: (S: 159, X: 1371, A: 419, R: 1040)
-[Job 24: 30%, Best: 22]: (S: 165, X: 1371, A: 419, R: 1034)
-[Job 9: 25%, Best: 23]: (S: 63, X: 1376, A: 419, R: 1136)
-[Job 17: 30%, Best: 23]: (S: 119, X: 1166, A: 430, R: 1071)
-[Job 1: 30%, Best: 24]: (S: 7, X: 1379, A: 419, R: 1192)
-[Job 27: 35%, Best: 22]: (S: 183, X: 1370, A: 419, R: 1016)
-[Job 22: 30%, Best: 22]: (S: 153, X: 1371, A: 419, R: 1046)
-[Job 18: 30%, Best: 23]: (S: 126, X: 1090, A: 434, R: 1060)
-[Job 2: 30%, Best: 24]: (S: 14, X: 1379, A: 419, R: 1185)
-[Job 15: 30%, Best: 23]: (S: 105, X: 1263, A: 425, R: 1089)
-[Job 5: 30%, Best: 24]: (S: 35, X: 1267, A: 425, R: 1159)
-[Job 16: 30%, Best: 23]: (S: 112, X: 1242, A: 426, R: 1081)
-[Job 21: 35%, Best: 22]: (S: 147, X: 1372, A: 419, R: 1052)
-[Job 19: 30%, Best: 23]: (S: 133, X: 1021, A: 438, R: 1049)
-[Job 26: 35%, Best: 22]: (S: 177, X: 1370, A: 419, R: 1022)
-[Job 4: 30%, Best: 24]: (S: 28, X: 1378, A: 419, R: 1171)
-[Job 8: 35%, Best: 24]: (S: 56, X: 1024, A: 438, R: 1127)
-[Job 25: 35%, Best: 22]: (S: 171, X: 1388, A: 418, R: 1029)
-[Job 28: 35%, Best: 22]: (S: 189, X: 1388, A: 418, R: 1011)
-[Job 7: 35%, Best: 24]: (S: 49, X: 1118, A: 433, R: 1138)
-[Job 14: 30%, Best: 23]: (S: 98, X: 1372, A: 419, R: 1101)
-[Job 12: 30%, Best: 23]: (S: 84, X: 1357, A: 420, R: 1114)
-[Job 6: 30%, Best: 24]: (S: 42, X: 1211, A: 428, R: 1149)
-[Job 13: 30%, Best: 23]: (S: 91, X: 1356, A: 420, R: 1107)
-[Job 10: 30%, Best: 23]: (S: 70, X: 1375, A: 419, R: 1129)
-[Job 29: 35%, Best: 22]: (S: 195, X: 1387, A: 418, R: 1005)
-[Job 20: 30%, Best: 23]: (S: 140, X: 1003, A: 415, R: 1000)
-[Job 17: 35%, Best: 23]: (S: 119, X: 1166, A: 430, R: 1071)
-[Job 0: 35%, Best: 24]: (S: 0, X: 1380, A: 419, R: 1199)
-[Job 27: 40%, Best: 22]: (S: 183, X: 1370, A: 419, R: 1016)
-[Job 23: 35%, Best: 22]: (S: 159, X: 1371, A: 419, R: 1040)
-[Job 11: 30%, Best: 23]: (S: 77, X: 1357, A: 420, R: 1121)
-[Job 2: 35%, Best: 24]: (S: 14, X: 1379, A: 419, R: 1185)
-[Job 24: 35%, Best: 22]: (S: 165, X: 1371, A: 419, R: 1034)
-[Job 8: 40%, Best: 24]: (S: 56, X: 1024, A: 438, R: 1127)
-[Job 9: 30%, Best: 23]: (S: 63, X: 1376, A: 419, R: 1136)
-[Job 1: 35%, Best: 24]: (S: 7, X: 1379, A: 419, R: 1192)
-[Job 15: 35%, Best: 23]: (S: 105, X: 1263, A: 425, R: 1089)
-[Job 3: 30%, Best: 24]: (S: 21, X: 1379, A: 419, R: 1178)
-[Job 26: 40%, Best: 22]: (S: 177, X: 1370, A: 419, R: 1022)
-[Job 25: 40%, Best: 22]: (S: 171, X: 1388, A: 418, R: 1029)
-[Job 22: 35%, Best: 22]: (S: 153, X: 1371, A: 419, R: 1046)
-[Job 14: 35%, Best: 23]: (S: 98, X: 1372, A: 419, R: 1101)
-[Job 5: 35%, Best: 24]: (S: 35, X: 1267, A: 425, R: 1159)
-[Job 7: 40%, Best: 24]: (S: 49, X: 1118, A: 433, R: 1138)
-[Job 4: 35%, Best: 24]: (S: 28, X: 1378, A: 419, R: 1171)
-[Job 18: 35%, Best: 23]: (S: 126, X: 1090, A: 434, R: 1060)
-[Job 21: 40%, Best: 22]: (S: 147, X: 1372, A: 419, R: 1052)
-[Job 19: 35%, Best: 23]: (S: 133, X: 1021, A: 438, R: 1049)
-[Job 28: 40%, Best: 22]: (S: 189, X: 1388, A: 418, R: 1011)
-[Job 16: 35%, Best: 23]: (S: 112, X: 1242, A: 426, R: 1081)
-[Job 24: 40%, Best: 22]: (S: 165, X: 1371, A: 419, R: 1034)
-[Job 6: 35%, Best: 24]: (S: 42, X: 1211, A: 428, R: 1149)
-[Job 27: 45%, Best: 22]: (S: 183, X: 1370, A: 419, R: 1016)
-[Job 17: 40%, Best: 23]: (S: 119, X: 1166, A: 430, R: 1071)
-[Job 20: 35%, Best: 23]: (S: 140, X: 1003, A: 415, R: 1000)
-[Job 12: 35%, Best: 23]: (S: 84, X: 1357, A: 420, R: 1114)
-[Job 29: 40%, Best: 22]: (S: 195, X: 1387, A: 418, R: 1005)
-[Job 13: 35%, Best: 23]: (S: 91, X: 1356, A: 420, R: 1107)
-[Job 0: 40%, Best: 24]: (S: 0, X: 1380, A: 419, R: 1199)
-[Job 1: 40%, Best: 24]: (S: 7, X: 1379, A: 419, R: 1192)
-[Job 25: 45%, Best: 22]: (S: 171, X: 1388, A: 418, R: 1029)
-[Job 9: 35%, Best: 23]: (S: 63, X: 1376, A: 419, R: 1136)
-[Job 8: 45%, Best: 24]: (S: 56, X: 1024, A: 438, R: 1127)
-[Job 23: 40%, Best: 22]: (S: 159, X: 1371, A: 419, R: 1040)
-[Job 10: 35%, Best: 23]: (S: 70, X: 1375, A: 419, R: 1129)
-[Job 26: 45%, Best: 22]: (S: 177, X: 1370, A: 419, R: 1022)
-[Job 2: 40%, Best: 24]: (S: 14, X: 1379, A: 419, R: 1185)
-[Job 15: 40%, Best: 23]: (S: 105, X: 1263, A: 425, R: 1089)
-[Job 11: 35%, Best: 23]: (S: 77, X: 1357, A: 420, R: 1121)
-[Job 14: 40%, Best: 23]: (S: 98, X: 1372, A: 419, R: 1101)
-[Job 3: 35%, Best: 24]: (S: 21, X: 1379, A: 419, R: 1178)
-[Job 19: 40%, Best: 23]: (S: 133, X: 1021, A: 438, R: 1049)
-[Job 22: 40%, Best: 22]: (S: 153, X: 1371, A: 419, R: 1046)
-[Job 5: 40%, Best: 24]: (S: 35, X: 1267, A: 425, R: 1159)
-[Job 18: 40%, Best: 23]: (S: 126, X: 1090, A: 434, R: 1060)
-[Job 21: 45%, Best: 22]: (S: 147, X: 1372, A: 419, R: 1052)
-[Job 27: 50%, Best: 22]: (S: 183, X: 1370, A: 419, R: 1016)
-[Job 4: 40%, Best: 24]: (S: 28, X: 1378, A: 419, R: 1171)
-[Job 28: 45%, Best: 22]: (S: 189, X: 1388, A: 418, R: 1011)
-[Job 17: 45%, Best: 23]: (S: 119, X: 1166, A: 430, R: 1071)
-[Job 7: 45%, Best: 24]: (S: 49, X: 1118, A: 433, R: 1138)
-[Job 6: 40%, Best: 24]: (S: 42, X: 1211, A: 428, R: 1149)
-[Job 16: 40%, Best: 23]: (S: 112, X: 1242, A: 426, R: 1081)
-[Job 24: 45%, Best: 22]: (S: 165, X: 1371, A: 419, R: 1034)
-[Job 25: 50%, Best: 22]: (S: 171, X: 1388, A: 418, R: 1029)
-[Job 20: 40%, Best: 23]: (S: 140, X: 1003, A: 415, R: 1000)
-[Job 8: 50%, Best: 24]: (S: 56, X: 1024, A: 438, R: 1127)
-[Job 0: 45%, Best: 24]: (S: 0, X: 1380, A: 419, R: 1199)
-[Job 29: 45%, Best: 22]: (S: 195, X: 1387, A: 418, R: 1005)
-[Job 1: 45%, Best: 24]: (S: 7, X: 1379, A: 419, R: 1192)
-[Job 12: 40%, Best: 23]: (S: 84, X: 1357, A: 420, R: 1114)
-[Job 2: 45%, Best: 24]: (S: 14, X: 1379, A: 419, R: 1185)
-[Job 9: 40%, Best: 23]: (S: 63, X: 1376, A: 419, R: 1136)
-[Job 26: 50%, Best: 22]: (S: 177, X: 1370, A: 419, R: 1022)
-[Job 23: 45%, Best: 22]: (S: 159, X: 1371, A: 419, R: 1040)
-[Job 10: 40%, Best: 23]: (S: 70, X: 1375, A: 419, R: 1129)
-[Job 13: 40%, Best: 23]: (S: 91, X: 1356, A: 420, R: 1107)
-[Job 11: 40%, Best: 23]: (S: 77, X: 1357, A: 420, R: 1121)
-[Job 3: 40%, Best: 24]: (S: 21, X: 1379, A: 419, R: 1178)
-[Job 14: 45%, Best: 23]: (S: 98, X: 1372, A: 419, R: 1101)
-[Job 21: 50%, Best: 22]: (S: 147, X: 1372, A: 419, R: 1052)
-[Job 15: 45%, Best: 23]: (S: 105, X: 1263, A: 425, R: 1089)
-[Job 19: 45%, Best: 23]: (S: 133, X: 1021, A: 438, R: 1049)
-[Job 18: 45%, Best: 23]: (S: 126, X: 1090, A: 434, R: 1060)
-[Job 5: 45%, Best: 24]: (S: 35, X: 1267, A: 425, R: 1159)
-[Job 22: 45%, Best: 22]: (S: 153, X: 1371, A: 419, R: 1046)
-[Job 24: 50%, Best: 22]: (S: 165, X: 1371, A: 419, R: 1034)
-[Job 27: 55%, Best: 22]: (S: 183, X: 1370, A: 419, R: 1016)
-[Job 28: 50%, Best: 22]: (S: 189, X: 1388, A: 418, R: 1011)
-[Job 25: 55%, Best: 22]: (S: 171, X: 1388, A: 418, R: 1029)
-[Job 17: 50%, Best: 23]: (S: 119, X: 1166, A: 430, R: 1071)
-[Job 4: 45%, Best: 24]: (S: 28, X: 1378, A: 419, R: 1171)
-[Job 29: 50%, Best: 22]: (S: 195, X: 1387, A: 418, R: 1005)
-[Job 16: 45%, Best: 23]: (S: 112, X: 1242, A: 426, R: 1081)
-[Job 7: 50%, Best: 24]: (S: 49, X: 1118, A: 433, R: 1138)
-[Job 8: 55%, Best: 24]: (S: 56, X: 1024, A: 438, R: 1127)
-[Job 6: 45%, Best: 24]: (S: 42, X: 1211, A: 428, R: 1149)
-[Job 20: 45%, Best: 23]: (S: 140, X: 1003, A: 415, R: 1000)
-[Job 18: 50%, Best: 23]: (S: 126, X: 1090, A: 434, R: 1060)
-[Job 0: 50%, Best: 24]: (S: 0, X: 1380, A: 419, R: 1199)
-[Job 23: 50%, Best: 22]: (S: 159, X: 1371, A: 419, R: 1040)
-[Job 1: 50%, Best: 24]: (S: 7, X: 1379, A: 419, R: 1192)
-[Job 26: 55%, Best: 22]: (S: 177, X: 1370, A: 419, R: 1022)
-[Job 21: 55%, Best: 22]: (S: 147, X: 1372, A: 419, R: 1052)
-[Job 12: 45%, Best: 23]: (S: 84, X: 1357, A: 420, R: 1114)
-[Job 2: 50%, Best: 24]: (S: 14, X: 1379, A: 419, R: 1185)
-[Job 9: 45%, Best: 23]: (S: 63, X: 1376, A: 419, R: 1136)
-[Job 19: 50%, Best: 23]: (S: 133, X: 1021, A: 438, R: 1049)
-[Job 3: 45%, Best: 24]: (S: 21, X: 1379, A: 419, R: 1178)
-[Job 24: 55%, Best: 22]: (S: 165, X: 1371, A: 419, R: 1034)
-[Job 15: 50%, Best: 23]: (S: 105, X: 1263, A: 425, R: 1089)
-[Job 13: 45%, Best: 23]: (S: 91, X: 1356, A: 420, R: 1107)
-[Job 10: 45%, Best: 23]: (S: 70, X: 1375, A: 419, R: 1129)
-[Job 22: 50%, Best: 22]: (S: 153, X: 1371, A: 419, R: 1046)
-[Job 7: 55%, Best: 24]: (S: 49, X: 1118, A: 433, R: 1138)
-[Job 8: 60%, Best: 24]: (S: 56, X: 1024, A: 438, R: 1127)
-[Job 14: 50%, Best: 23]: (S: 98, X: 1372, A: 419, R: 1101)
-[Job 25: 60%, Best: 22]: (S: 171, X: 1388, A: 418, R: 1029)
-[Job 11: 45%, Best: 23]: (S: 77, X: 1357, A: 420, R: 1121)
-[Job 29: 55%, Best: 22]: (S: 195, X: 1387, A: 418, R: 1005)
-[Job 4: 50%, Best: 24]: (S: 28, X: 1378, A: 419, R: 1171)
-[Job 5: 50%, Best: 24]: (S: 35, X: 1267, A: 425, R: 1159)
-[Job 27: 60%, Best: 22]: (S: 183, X: 1370, A: 419, R: 1016)
-[Job 17: 55%, Best: 23]: (S: 119, X: 1166, A: 430, R: 1071)
-[Job 16: 50%, Best: 23]: (S: 112, X: 1242, A: 426, R: 1081)
-[Job 28: 55%, Best: 22]: (S: 189, X: 1388, A: 418, R: 1011)
-[Job 20: 50%, Best: 23]: (S: 140, X: 1003, A: 415, R: 1000)
-[Job 26: 60%, Best: 22]: (S: 177, X: 1370, A: 419, R: 1022)
-[Job 1: 55%, Best: 24]: (S: 7, X: 1379, A: 419, R: 1192)
-[Job 6: 50%, Best: 24]: (S: 42, X: 1211, A: 428, R: 1149)
-[Job 21: 60%, Best: 22]: (S: 147, X: 1372, A: 419, R: 1052)
-[Job 0: 55%, Best: 24]: (S: 0, X: 1380, A: 419, R: 1199)
-[Job 2: 55%, Best: 24]: (S: 14, X: 1379, A: 419, R: 1185)
-[Job 18: 55%, Best: 23]: (S: 126, X: 1090, A: 434, R: 1060)
-[Job 24: 60%, Best: 22]: (S: 165, X: 1371, A: 419, R: 1034)
-[Job 23: 55%, Best: 22]: (S: 159, X: 1371, A: 419, R: 1040)
-[Job 12: 50%, Best: 23]: (S: 84, X: 1357, A: 420, R: 1114)
-[Job 22: 55%, Best: 22]: (S: 153, X: 1371, A: 419, R: 1046)
-[Job 15: 55%, Best: 23]: (S: 105, X: 1263, A: 425, R: 1089)
-[Job 13: 50%, Best: 23]: (S: 91, X: 1356, A: 420, R: 1107)
-[Job 7: 60%, Best: 24]: (S: 49, X: 1118, A: 433, R: 1138)
-[Job 25: 65%, Best: 22]: (S: 171, X: 1388, A: 418, R: 1029)
-[Job 27: 65%, Best: 22]: (S: 183, X: 1370, A: 419, R: 1016)
-[Job 8: 65%, Best: 24]: (S: 56, X: 1024, A: 438, R: 1127)
-[Job 29: 60%, Best: 22]: (S: 195, X: 1387, A: 418, R: 1005)
-[Job 19: 55%, Best: 23]: (S: 133, X: 1021, A: 438, R: 1049)
-[Job 4: 55%, Best: 24]: (S: 28, X: 1378, A: 419, R: 1171)
-[Job 26: 65%, Best: 22]: (S: 177, X: 1370, A: 419, R: 1022)
-[Job 14: 55%, Best: 23]: (S: 98, X: 1372, A: 419, R: 1101)
-[Job 10: 50%, Best: 23]: (S: 70, X: 1375, A: 419, R: 1129)
-[Job 17: 60%, Best: 23]: (S: 119, X: 1166, A: 430, R: 1071)
-[Job 1: 60%, Best: 24]: (S: 7, X: 1379, A: 419, R: 1192)
-[Job 5: 55%, Best: 24]: (S: 35, X: 1267, A: 425, R: 1159)
-[Job 9: 50%, Best: 23]: (S: 63, X: 1376, A: 419, R: 1136)
-[Job 11: 50%, Best: 23]: (S: 77, X: 1357, A: 420, R: 1121)
-[Job 3: 50%, Best: 24]: (S: 21, X: 1379, A: 419, R: 1178)
-[Job 16: 55%, Best: 23]: (S: 112, X: 1242, A: 426, R: 1081)
-[Job 28: 60%, Best: 22]: (S: 189, X: 1388, A: 418, R: 1011)
-[Job 2: 60%, Best: 24]: (S: 14, X: 1379, A: 419, R: 1185)
-[Job 20: 55%, Best: 23]: (S: 140, X: 1003, A: 415, R: 1000)
-[Job 22: 60%, Best: 22]: (S: 153, X: 1371, A: 419, R: 1046)
-[Job 21: 65%, Best: 22]: (S: 147, X: 1372, A: 419, R: 1052)
-[Job 6: 55%, Best: 24]: (S: 42, X: 1211, A: 428, R: 1149)
-[Job 7: 65%, Best: 24]: (S: 49, X: 1118, A: 433, R: 1138)
-[Job 0: 60%, Best: 24]: (S: 0, X: 1380, A: 419, R: 1199)
-[Job 12: 55%, Best: 23]: (S: 84, X: 1357, A: 420, R: 1114)
-[Job 18: 60%, Best: 23]: (S: 126, X: 1090, A: 434, R: 1060)
-[Job 24: 65%, Best: 22]: (S: 165, X: 1371, A: 419, R: 1034)
-[Job 23: 60%, Best: 22]: (S: 159, X: 1371, A: 419, R: 1040)
-[Job 27: 70%, Best: 22]: (S: 183, X: 1370, A: 419, R: 1016)
-[Job 26: 70%, Best: 22]: (S: 177, X: 1370, A: 419, R: 1022)
-[Job 1: 65%, Best: 24]: (S: 7, X: 1379, A: 419, R: 1192)
-[Job 17: 65%, Best: 23]: (S: 119, X: 1166, A: 430, R: 1071)
-[Job 15: 60%, Best: 23]: (S: 105, X: 1263, A: 425, R: 1089)
-[Job 13: 55%, Best: 23]: (S: 91, X: 1356, A: 420, R: 1107)
-[Job 25: 70%, Best: 22]: (S: 171, X: 1388, A: 418, R: 1029)
-[Job 29: 65%, Best: 22]: (S: 195, X: 1387, A: 418, R: 1005)
-[Job 8: 70%, Best: 24]: (S: 56, X: 1024, A: 438, R: 1127)
-[Job 10: 55%, Best: 23]: (S: 70, X: 1375, A: 419, R: 1129)
-[Job 19: 60%, Best: 23]: (S: 133, X: 1021, A: 438, R: 1049)
-[Job 5: 60%, Best: 24]: (S: 35, X: 1267, A: 425, R: 1159)
-[Job 14: 60%, Best: 23]: (S: 98, X: 1372, A: 419, R: 1101)
-[Job 4: 60%, Best: 24]: (S: 28, X: 1378, A: 419, R: 1171)
-[Job 28: 65%, Best: 22]: (S: 189, X: 1388, A: 418, R: 1011)
-[Job 3: 55%, Best: 24]: (S: 21, X: 1379, A: 419, R: 1178)
-[Job 2: 65%, Best: 24]: (S: 14, X: 1379, A: 419, R: 1185)
-[Job 16: 60%, Best: 23]: (S: 112, X: 1242, A: 426, R: 1081)
-[Job 11: 55%, Best: 23]: (S: 77, X: 1357, A: 420, R: 1121)
-[Job 9: 55%, Best: 23]: (S: 63, X: 1376, A: 419, R: 1136)
-[Job 22: 65%, Best: 22]: (S: 153, X: 1371, A: 419, R: 1046)
-[Job 20: 60%, Best: 23]: (S: 140, X: 1003, A: 415, R: 1000)
-[Job 17: 70%, Best: 23]: (S: 119, X: 1166, A: 430, R: 1071)
-[Job 7: 70%, Best: 24]: (S: 49, X: 1118, A: 433, R: 1138)
-[Job 27: 75%, Best: 22]: (S: 183, X: 1370, A: 419, R: 1016)
-[Job 0: 65%, Best: 24]: (S: 0, X: 1380, A: 419, R: 1199)
-[Job 24: 70%, Best: 22]: (S: 165, X: 1371, A: 419, R: 1034)
-[Job 21: 70%, Best: 22]: (S: 147, X: 1372, A: 419, R: 1052)
-[Job 23: 65%, Best: 22]: (S: 159, X: 1371, A: 419, R: 1040)
-[Job 6: 60%, Best: 24]: (S: 42, X: 1211, A: 428, R: 1149)
-[Job 26: 75%, Best: 22]: (S: 177, X: 1370, A: 419, R: 1022)
-[Job 12: 60%, Best: 23]: (S: 84, X: 1357, A: 420, R: 1114)
-[Job 18: 65%, Best: 23]: (S: 126, X: 1090, A: 434, R: 1060)
-[Job 13: 60%, Best: 23]: (S: 91, X: 1356, A: 420, R: 1107)
-[Job 15: 65%, Best: 23]: (S: 105, X: 1263, A: 425, R: 1089)
-[Job 8: 75%, Best: 24]: (S: 56, X: 1024, A: 438, R: 1127)
-[Job 29: 70%, Best: 22]: (S: 195, X: 1387, A: 418, R: 1005)
-[Job 1: 70%, Best: 24]: (S: 7, X: 1379, A: 419, R: 1192)
-[Job 10: 60%, Best: 23]: (S: 70, X: 1375, A: 419, R: 1129)
-[Job 25: 75%, Best: 22]: (S: 171, X: 1388, A: 418, R: 1029)
-[Job 5: 65%, Best: 24]: (S: 35, X: 1267, A: 425, R: 1159)
-[Job 4: 65%, Best: 24]: (S: 28, X: 1378, A: 419, R: 1171)
-[Job 22: 70%, Best: 22]: (S: 153, X: 1371, A: 419, R: 1046)
-[Job 19: 65%, Best: 23]: (S: 133, X: 1021, A: 438, R: 1049)
-[Job 7: 75%, Best: 24]: (S: 49, X: 1118, A: 433, R: 1138)
-[Job 14: 65%, Best: 23]: (S: 98, X: 1372, A: 419, R: 1101)
-[Job 2: 70%, Best: 24]: (S: 14, X: 1379, A: 419, R: 1185)
-[Job 28: 70%, Best: 22]: (S: 189, X: 1388, A: 418, R: 1011)
-[Job 16: 65%, Best: 23]: (S: 112, X: 1242, A: 426, R: 1081)
-[Job 24: 75%, Best: 22]: (S: 165, X: 1371, A: 419, R: 1034)
-[Job 3: 60%, Best: 24]: (S: 21, X: 1379, A: 419, R: 1178)
-[Job 27: 80%, Best: 22]: (S: 183, X: 1370, A: 419, R: 1016)
-[Job 17: 75%, Best: 23]: (S: 119, X: 1166, A: 430, R: 1071)
-[Job 20: 65%, Best: 23]: (S: 140, X: 1003, A: 415, R: 1000)
-[Job 21: 75%, Best: 22]: (S: 147, X: 1372, A: 419, R: 1052)
-[Job 26: 80%, Best: 22]: (S: 177, X: 1370, A: 419, R: 1022)
-[Job 0: 70%, Best: 24]: (S: 0, X: 1380, A: 419, R: 1199)
-[Job 12: 65%, Best: 23]: (S: 84, X: 1357, A: 420, R: 1114)
-[Job 6: 65%, Best: 24]: (S: 42, X: 1211, A: 428, R: 1149)
-[Job 23: 70%, Best: 22]: (S: 159, X: 1371, A: 419, R: 1040)
-[Job 15: 70%, Best: 23]: (S: 105, X: 1263, A: 425, R: 1089)
-[Job 8: 80%, Best: 24]: (S: 56, X: 1024, A: 438, R: 1127)
-[Job 11: 60%, Best: 23]: (S: 77, X: 1357, A: 420, R: 1121)
-[Job 1: 75%, Best: 24]: (S: 7, X: 1379, A: 419, R: 1192)
-[Job 9: 60%, Best: 23]: (S: 63, X: 1376, A: 419, R: 1136)
-[Job 29: 75%, Best: 22]: (S: 195, X: 1387, A: 418, R: 1005)
-[Job 13: 65%, Best: 23]: (S: 91, X: 1356, A: 420, R: 1107)
-[Job 4: 70%, Best: 24]: (S: 28, X: 1378, A: 419, R: 1171)
-[Job 18: 70%, Best: 23]: (S: 126, X: 1090, A: 434, R: 1060)
-[Job 2: 75%, Best: 24]: (S: 14, X: 1379, A: 419, R: 1185)
-[Job 25: 80%, Best: 22]: (S: 171, X: 1388, A: 418, R: 1029)
-[Job 5: 70%, Best: 24]: (S: 35, X: 1267, A: 425, R: 1159)
-[Job 10: 65%, Best: 23]: (S: 70, X: 1375, A: 419, R: 1129)
-[Job 7: 80%, Best: 24]: (S: 49, X: 1118, A: 433, R: 1138)
-[Job 19: 70%, Best: 23]: (S: 133, X: 1021, A: 438, R: 1049)
-[Job 22: 75%, Best: 22]: (S: 153, X: 1371, A: 419, R: 1046)
-[Job 16: 70%, Best: 23]: (S: 112, X: 1242, A: 426, R: 1081)
-[Job 28: 75%, Best: 22]: (S: 189, X: 1388, A: 418, R: 1011)
-[Job 27: 85%, Best: 22]: (S: 183, X: 1370, A: 419, R: 1016)
-[Job 24: 80%, Best: 22]: (S: 165, X: 1371, A: 419, R: 1034)
-[Job 17: 80%, Best: 23]: (S: 119, X: 1166, A: 430, R: 1071)
-[Job 1: 80%, Best: 24]: (S: 7, X: 1379, A: 419, R: 1192)
-[Job 14: 70%, Best: 23]: (S: 98, X: 1372, A: 419, R: 1101)
-[Job 0: 75%, Best: 24]: (S: 0, X: 1380, A: 419, R: 1199)
-[Job 26: 85%, Best: 22]: (S: 177, X: 1370, A: 419, R: 1022)
-[Job 23: 75%, Best: 22]: (S: 159, X: 1371, A: 419, R: 1040)
-[Job 8: 85%, Best: 24]: (S: 56, X: 1024, A: 438, R: 1127)
-[Job 15: 75%, Best: 23]: (S: 105, X: 1263, A: 425, R: 1089)
-[Job 21: 80%, Best: 22]: (S: 147, X: 1372, A: 419, R: 1052)
-[Job 29: 80%, Best: 22]: (S: 195, X: 1387, A: 418, R: 1005)
-[Job 13: 70%, Best: 23]: (S: 91, X: 1356, A: 420, R: 1107)
-[Job 20: 70%, Best: 23]: (S: 140, X: 1003, A: 415, R: 1000)
-[Job 3: 65%, Best: 24]: (S: 21, X: 1379, A: 419, R: 1178)
-[Job 11: 65%, Best: 23]: (S: 77, X: 1357, A: 420, R: 1121)
-[Job 12: 70%, Best: 23]: (S: 84, X: 1357, A: 420, R: 1114)
-[Job 2: 80%, Best: 24]: (S: 14, X: 1379, A: 419, R: 1185)
-[Job 6: 70%, Best: 24]: (S: 42, X: 1211, A: 428, R: 1149)
-[Job 25: 85%, Best: 22]: (S: 171, X: 1388, A: 418, R: 1029)
-[Job 9: 65%, Best: 23]: (S: 63, X: 1376, A: 419, R: 1136)
-[Job 4: 75%, Best: 24]: (S: 28, X: 1378, A: 419, R: 1171)
-[Job 10: 70%, Best: 23]: (S: 70, X: 1375, A: 419, R: 1129)
-[Job 18: 75%, Best: 23]: (S: 126, X: 1090, A: 434, R: 1060)
-[Job 27: 90%, Best: 22]: (S: 183, X: 1370, A: 419, R: 1016)
-[Job 22: 80%, Best: 22]: (S: 153, X: 1371, A: 419, R: 1046)
-[Job 19: 75%, Best: 23]: (S: 133, X: 1021, A: 438, R: 1049)
-[Job 7: 85%, Best: 24]: (S: 49, X: 1118, A: 433, R: 1138)
-[Job 14: 75%, Best: 23]: (S: 98, X: 1372, A: 419, R: 1101)
-[Job 5: 75%, Best: 24]: (S: 35, X: 1267, A: 425, R: 1159)
-[Job 0: 80%, Best: 24]: (S: 0, X: 1380, A: 419, R: 1199)
-[Job 15: 80%, Best: 23]: (S: 105, X: 1263, A: 425, R: 1089)
-[Job 17: 85%, Best: 23]: (S: 119, X: 1166, A: 430, R: 1071)
-[Job 1: 85%, Best: 24]: (S: 7, X: 1379, A: 419, R: 1192)
-[Job 26: 90%, Best: 22]: (S: 177, X: 1370, A: 419, R: 1022)
-[Job 24: 85%, Best: 22]: (S: 165, X: 1371, A: 419, R: 1034)
-[Job 28: 80%, Best: 22]: (S: 189, X: 1388, A: 418, R: 1011)
-[Job 8: 90%, Best: 24]: (S: 56, X: 1024, A: 438, R: 1127)
-[Job 23: 80%, Best: 22]: (S: 159, X: 1371, A: 419, R: 1040)
-[Job 21: 85%, Best: 22]: (S: 147, X: 1372, A: 419, R: 1052)
-[Job 13: 75%, Best: 23]: (S: 91, X: 1356, A: 420, R: 1107)
-[Job 12: 75%, Best: 23]: (S: 84, X: 1357, A: 420, R: 1114)
-[Job 25: 90%, Best: 22]: (S: 171, X: 1388, A: 418, R: 1029)
-[Job 11: 70%, Best: 23]: (S: 77, X: 1357, A: 420, R: 1121)
-[Job 29: 85%, Best: 22]: (S: 195, X: 1387, A: 418, R: 1005)
-[Job 20: 75%, Best: 23]: (S: 140, X: 1003, A: 415, R: 1000)
-[Job 16: 75%, Best: 23]: (S: 112, X: 1242, A: 426, R: 1081)
-[Job 2: 85%, Best: 24]: (S: 14, X: 1379, A: 419, R: 1185)
-[Job 27: 95%, Best: 22]: (S: 183, X: 1370, A: 419, R: 1016)
-[Job 4: 80%, Best: 24]: (S: 28, X: 1378, A: 419, R: 1171)
-[Job 3: 70%, Best: 24]: (S: 21, X: 1379, A: 419, R: 1178)
-[Job 18: 80%, Best: 23]: (S: 126, X: 1090, A: 434, R: 1060)
-[Job 6: 75%, Best: 24]: (S: 42, X: 1211, A: 428, R: 1149)
-[Job 9: 70%, Best: 23]: (S: 63, X: 1376, A: 419, R: 1136)
-[Job 5: 80%, Best: 24]: (S: 35, X: 1267, A: 425, R: 1159)
-[Job 7: 90%, Best: 24]: (S: 49, X: 1118, A: 433, R: 1138)
-[Job 10: 75%, Best: 23]: (S: 70, X: 1375, A: 419, R: 1129)
-[Job 0: 85%, Best: 24]: (S: 0, X: 1380, A: 419, R: 1199)
-[Job 22: 85%, Best: 22]: (S: 153, X: 1371, A: 419, R: 1046)
-[Job 1: 90%, Best: 24]: (S: 7, X: 1379, A: 419, R: 1192)
-[Job 17: 90%, Best: 23]: (S: 119, X: 1166, A: 430, R: 1071)
-[Job 15: 85%, Best: 23]: (S: 105, X: 1263, A: 425, R: 1089)
-[Job 8: 95%, Best: 24]: (S: 56, X: 1024, A: 438, R: 1127)
-[Job 26: 95%, Best: 22]: (S: 177, X: 1370, A: 419, R: 1022)
-[Job 14: 80%, Best: 23]: (S: 98, X: 1372, A: 419, R: 1101)
-[Job 19: 80%, Best: 23]: (S: 133, X: 1021, A: 438, R: 1049)
-[Job 28: 85%, Best: 22]: (S: 189, X: 1388, A: 418, R: 1011)
-[Job 23: 85%, Best: 22]: (S: 159, X: 1371, A: 419, R: 1040)
-[Job 24: 90%, Best: 22]: (S: 165, X: 1371, A: 419, R: 1034)
-[Job 25: 95%, Best: 22]: (S: 171, X: 1388, A: 418, R: 1029)
-[Job 21: 90%, Best: 22]: (S: 147, X: 1372, A: 419, R: 1052)
-[Job 12: 80%, Best: 23]: (S: 84, X: 1357, A: 420, R: 1114)
-[Job 13: 80%, Best: 23]: (S: 91, X: 1356, A: 420, R: 1107)
-[Job 7: 95%, Best: 24]: (S: 49, X: 1118, A: 433, R: 1138)
-[Job 29: 90%, Best: 22]: (S: 195, X: 1387, A: 418, R: 1005)
-[Job 4: 85%, Best: 24]: (S: 28, X: 1378, A: 419, R: 1171)
-[Job 11: 75%, Best: 23]: (S: 77, X: 1357, A: 420, R: 1121)
-[Job 2: 90%, Best: 24]: (S: 14, X: 1379, A: 419, R: 1185)
-[Job 20: 80%, Best: 23]: (S: 140, X: 1003, A: 415, R: 1000)
-[Job 16: 80%, Best: 23]: (S: 112, X: 1242, A: 426, R: 1081)
-[Job 5: 85%, Best: 24]: (S: 35, X: 1267, A: 425, R: 1159)
-[Job 6: 80%, Best: 24]: (S: 42, X: 1211, A: 428, R: 1149)
-[Job 3: 75%, Best: 24]: (S: 21, X: 1379, A: 419, R: 1178)
-[Job 15: 90%, Best: 23]: (S: 105, X: 1263, A: 425, R: 1089)
-[Job 10: 80%, Best: 23]: (S: 70, X: 1375, A: 419, R: 1129)
-[Job 17: 95%, Best: 23]: (S: 119, X: 1166, A: 430, R: 1071)
-[Job 18: 85%, Best: 23]: (S: 126, X: 1090, A: 434, R: 1060)
-[Job 14: 85%, Best: 23]: (S: 98, X: 1372, A: 419, R: 1101)
-[Job 9: 75%, Best: 23]: (S: 63, X: 1376, A: 419, R: 1136)
-[Job 0: 90%, Best: 24]: (S: 0, X: 1380, A: 419, R: 1199)
-[Job 1: 95%, Best: 24]: (S: 7, X: 1379, A: 419, R: 1192)
-[Job 22: 90%, Best: 22]: (S: 153, X: 1371, A: 419, R: 1046)
-[Job 28: 90%, Best: 22]: (S: 189, X: 1388, A: 418, R: 1011)
-[Job 19: 85%, Best: 23]: (S: 133, X: 1021, A: 438, R: 1049)
-[Job 23: 90%, Best: 22]: (S: 159, X: 1371, A: 419, R: 1040)
-[Job 24: 95%, Best: 22]: (S: 165, X: 1371, A: 419, R: 1034)
-[Job 12: 85%, Best: 23]: (S: 84, X: 1357, A: 420, R: 1114)
-[Job 21: 95%, Best: 22]: (S: 147, X: 1372, A: 419, R: 1052)
-[Job 2: 95%, Best: 24]: (S: 14, X: 1379, A: 419, R: 1185)
-[Job 4: 90%, Best: 24]: (S: 28, X: 1378, A: 419, R: 1171)
-[Job 29: 95%, Best: 22]: (S: 195, X: 1387, A: 418, R: 1005)
-[Job 13: 85%, Best: 23]: (S: 91, X: 1356, A: 420, R: 1107)
-[Job 20: 85%, Best: 23]: (S: 140, X: 1003, A: 415, R: 1000)
-[Job 6: 85%, Best: 24]: (S: 42, X: 1211, A: 428, R: 1149)
-[Job 0: 95%, Best: 24]: (S: 0, X: 1380, A: 419, R: 1199)
-[Job 5: 90%, Best: 24]: (S: 35, X: 1267, A: 425, R: 1159)
-[Job 15: 95%, Best: 23]: (S: 105, X: 1263, A: 425, R: 1089)
-[Job 3: 80%, Best: 24]: (S: 21, X: 1379, A: 419, R: 1178)
-[Job 18: 90%, Best: 23]: (S: 126, X: 1090, A: 434, R: 1060)
-[Job 9: 80%, Best: 23]: (S: 63, X: 1376, A: 419, R: 1136)
-[Job 11: 80%, Best: 23]: (S: 77, X: 1357, A: 420, R: 1121)
-[Job 16: 85%, Best: 23]: (S: 112, X: 1242, A: 426, R: 1081)
-[Job 14: 90%, Best: 23]: (S: 98, X: 1372, A: 419, R: 1101)
-[Job 22: 95%, Best: 22]: (S: 153, X: 1371, A: 419, R: 1046)
-[Job 28: 95%, Best: 22]: (S: 189, X: 1388, A: 418, R: 1011)
-[Job 10: 85%, Best: 23]: (S: 70, X: 1375, A: 419, R: 1129)
-[Job 23: 95%, Best: 22]: (S: 159, X: 1371, A: 419, R: 1040)
-[Job 19: 90%, Best: 23]: (S: 133, X: 1021, A: 438, R: 1049)
-[Job 12: 90%, Best: 23]: (S: 84, X: 1357, A: 420, R: 1114)
-[Job 4: 95%, Best: 24]: (S: 28, X: 1378, A: 419, R: 1171)
-[Job 20: 90%, Best: 23]: (S: 140, X: 1003, A: 415, R: 1000)
-[Job 18: 95%, Best: 23]: (S: 126, X: 1090, A: 434, R: 1060)
-[Job 13: 90%, Best: 23]: (S: 91, X: 1356, A: 420, R: 1107)
-[Job 6: 90%, Best: 24]: (S: 42, X: 1211, A: 428, R: 1149)
-[Job 5: 95%, Best: 24]: (S: 35, X: 1267, A: 425, R: 1159)
-[Job 14: 95%, Best: 23]: (S: 98, X: 1372, A: 419, R: 1101)
-[Job 3: 85%, Best: 24]: (S: 21, X: 1379, A: 419, R: 1178)
-[Job 16: 90%, Best: 23]: (S: 112, X: 1242, A: 426, R: 1081)
-[Job 10: 90%, Best: 23]: (S: 70, X: 1375, A: 419, R: 1129)
-[Job 11: 85%, Best: 23]: (S: 77, X: 1357, A: 420, R: 1121)
-[Job 9: 85%, Best: 23]: (S: 63, X: 1376, A: 419, R: 1136)
-[Job 19: 95%, Best: 23]: (S: 133, X: 1021, A: 438, R: 1049)
-[Job 12: 95%, Best: 23]: (S: 84, X: 1357, A: 420, R: 1114)
-[Job 20: 95%, Best: 23]: (S: 140, X: 1003, A: 415, R: 1000)
-[Job 6: 95%, Best: 24]: (S: 42, X: 1211, A: 428, R: 1149)
-[Job 13: 95%, Best: 23]: (S: 91, X: 1356, A: 420, R: 1107)
-[Job 10: 95%, Best: 23]: (S: 70, X: 1375, A: 419, R: 1129)
-[Job 16: 95%, Best: 23]: (S: 112, X: 1242, A: 426, R: 1081)
-[Job 3: 90%, Best: 24]: (S: 21, X: 1379, A: 419, R: 1178)
-[Job 9: 90%, Best: 23]: (S: 63, X: 1376, A: 419, R: 1136)
-[Job 11: 90%, Best: 23]: (S: 77, X: 1357, A: 420, R: 1121)
-[Job 3: 95%, Best: 24]: (S: 21, X: 1379, A: 419, R: 1178)
-[Job 11: 95%, Best: 23]: (S: 77, X: 1357, A: 420, R: 1121)
-[Job 9: 95%, Best: 23]: (S: 63, X: 1376, A: 419, R: 1136)
+[Job 1: 5%, Best: 24]: (S: 11, X: 1120, A: 433, R: 1176)
+[Job 5: 5%, Best: 24]: (S: 51, X: 1007, A: 439, R: 1131)
+[Job 3: 5%, Best: 24]: (S: 31, X: 1007, A: 439, R: 1151)
+[Job 14: 5%, Best: 23]: (S: 141, X: 1003, A: 439, R: 952)
+[Job 13: 5%, Best: 23]: (S: 131, X: 1000, A: 439, R: 1051)
+[Job 2: 5%, Best: 24]: (S: 21, X: 1026, A: 438, R: 1162)
+[Job 4: 5%, Best: 24]: (S: 41, X: 1005, A: 439, R: 1141)
+[Job 8: 5%, Best: 23]: (S: 81, X: 1001, A: 439, R: 1101)
+[Job 7: 5%, Best: 23]: (S: 71, X: 1003, A: 439, R: 1111)
+[Job 6: 5%, Best: 23]: (S: 61, X: 1005, A: 439, R: 1121)
+[Job 29: 5%, Best: 22]: (S: 291, X: 1006, A: 438, R: 892)
+[Job 9: 5%, Best: 23]: (S: 91, X: 1004, A: 439, R: 1091)
+[Job 12: 5%, Best: 23]: (S: 121, X: 1000, A: 439, R: 1061)
+[Job 11: 5%, Best: 23]: (S: 111, X: 1001, A: 439, R: 1071)
+[Job 10: 5%, Best: 23]: (S: 101, X: 1004, A: 439, R: 1081)
+[Job 28: 5%, Best: 22]: (S: 281, X: 1013, A: 438, R: 902)
+[Job 25: 5%, Best: 22]: (S: 251, X: 1013, A: 438, R: 932)
+[Job 16: 5%, Best: 22]: (S: 161, X: 1000, A: 439, R: 1021)
+[Job 27: 5%, Best: 22]: (S: 271, X: 1013, A: 438, R: 912)
+[Job 23: 5%, Best: 22]: (S: 231, X: 1015, A: 438, R: 952)
+[Job 26: 5%, Best: 22]: (S: 261, X: 1013, A: 438, R: 922)
+[Job 18: 5%, Best: 22]: (S: 181, X: 1000, A: 439, R: 1001)
+[Job 24: 5%, Best: 22]: (S: 241, X: 1014, A: 438, R: 942)
+[Job 0: 5%, Best: 24]: (S: 0, X: 1232, A: 427, R: 1192)
+[Job 22: 5%, Best: 22]: (S: 221, X: 1015, A: 438, R: 962)
+[Job 15: 5%, Best: 22]: (S: 151, X: 1000, A: 439, R: 1031)
+[Job 17: 5%, Best: 22]: (S: 171, X: 1000, A: 439, R: 1011)
+[Job 20: 5%, Best: 22]: (S: 201, X: 1013, A: 438, R: 982)
+[Job 19: 5%, Best: 22]: (S: 191, X: 1017, A: 438, R: 992)
+[Job 21: 5%, Best: 22]: (S: 211, X: 1014, A: 438, R: 972)
+[Job 14: 10%, Best: 23]: (S: 141, X: 1003, A: 439, R: 952)
+[Job 5: 10%, Best: 24]: (S: 51, X: 1007, A: 439, R: 1131)
+[Job 1: 10%, Best: 24]: (S: 11, X: 1120, A: 433, R: 1176)
+[Job 13: 10%, Best: 23]: (S: 131, X: 1000, A: 439, R: 1051)
+[Job 4: 10%, Best: 24]: (S: 41, X: 1005, A: 439, R: 1141)
+[Job 3: 10%, Best: 24]: (S: 31, X: 1007, A: 439, R: 1151)
+[Job 12: 10%, Best: 23]: (S: 121, X: 1000, A: 439, R: 1061)
+[Job 29: 10%, Best: 22]: (S: 291, X: 1006, A: 438, R: 892)
+[Job 2: 10%, Best: 24]: (S: 21, X: 1026, A: 438, R: 1162)
+[Job 8: 10%, Best: 23]: (S: 81, X: 1001, A: 439, R: 1101)
+[Job 10: 10%, Best: 23]: (S: 101, X: 1004, A: 439, R: 1081)
+[Job 11: 10%, Best: 23]: (S: 111, X: 1001, A: 439, R: 1071)
+[Job 28: 10%, Best: 22]: (S: 281, X: 1013, A: 438, R: 902)
+[Job 6: 10%, Best: 23]: (S: 61, X: 1005, A: 439, R: 1121)
+[Job 27: 10%, Best: 22]: (S: 271, X: 1013, A: 438, R: 912)
+[Job 7: 10%, Best: 23]: (S: 71, X: 1003, A: 439, R: 1111)
+[Job 9: 10%, Best: 23]: (S: 91, X: 1004, A: 439, R: 1091)
+[Job 26: 10%, Best: 22]: (S: 261, X: 1013, A: 438, R: 922)
+[Job 16: 10%, Best: 22]: (S: 161, X: 1000, A: 439, R: 1021)
+[Job 25: 10%, Best: 22]: (S: 251, X: 1013, A: 438, R: 932)
+[Job 24: 10%, Best: 22]: (S: 241, X: 1014, A: 438, R: 942)
+[Job 23: 10%, Best: 22]: (S: 231, X: 1015, A: 438, R: 952)
+[Job 15: 10%, Best: 22]: (S: 151, X: 1000, A: 439, R: 1031)
+[Job 22: 10%, Best: 22]: (S: 221, X: 1015, A: 438, R: 962)
+[Job 18: 10%, Best: 22]: (S: 181, X: 1000, A: 439, R: 1001)
+[Job 0: 10%, Best: 24]: (S: 0, X: 1232, A: 427, R: 1192)
+[Job 17: 10%, Best: 22]: (S: 171, X: 1000, A: 439, R: 1011)
+[Job 20: 10%, Best: 22]: (S: 201, X: 1013, A: 438, R: 982)
+[Job 19: 10%, Best: 22]: (S: 191, X: 1017, A: 438, R: 992)
+[Job 21: 10%, Best: 22]: (S: 211, X: 1014, A: 438, R: 972)
+[Job 5: 15%, Best: 24]: (S: 51, X: 1007, A: 439, R: 1131)
+[Job 14: 15%, Best: 23]: (S: 141, X: 1003, A: 439, R: 952)
+[Job 1: 15%, Best: 24]: (S: 12, X: 1102, A: 434, R: 1174)
+[Job 3: 15%, Best: 24]: (S: 31, X: 1007, A: 439, R: 1151)
+[Job 4: 15%, Best: 24]: (S: 41, X: 1005, A: 439, R: 1141)
+[Job 13: 15%, Best: 23]: (S: 131, X: 1000, A: 439, R: 1051)
+[Job 2: 15%, Best: 24]: (S: 21, X: 1026, A: 438, R: 1162)
+[Job 12: 15%, Best: 23]: (S: 121, X: 1000, A: 439, R: 1061)
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+[Job 0: 55%, Best: 24]: (S: 0, X: 1232, A: 427, R: 1192)
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+[Job 22: 55%, Best: 22]: (S: 221, X: 1015, A: 438, R: 962)
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+[Job 22: 70%, Best: 22]: (S: 221, X: 1015, A: 438, R: 962)
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+[Job 2: 75%, Best: 24]: (S: 21, X: 1026, A: 438, R: 1162)
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+[Job 19: 70%, Best: 22]: (S: 191, X: 1017, A: 438, R: 992)
+[Job 21: 70%, Best: 22]: (S: 211, X: 1014, A: 438, R: 972)
+[Job 20: 70%, Best: 22]: (S: 201, X: 1013, A: 438, R: 982)
+[Job 14: 80%, Best: 23]: (S: 141, X: 1003, A: 439, R: 952)
+[Job 6: 75%, Best: 23]: (S: 61, X: 1005, A: 439, R: 1121)
+[Job 8: 75%, Best: 23]: (S: 81, X: 1001, A: 439, R: 1101)
+[Job 27: 75%, Best: 22]: (S: 271, X: 1013, A: 438, R: 912)
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+[Job 7: 75%, Best: 23]: (S: 71, X: 1003, A: 439, R: 1111)
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+[Job 13: 80%, Best: 23]: (S: 131, X: 1000, A: 439, R: 1051)
+[Job 3: 80%, Best: 24]: (S: 31, X: 1007, A: 439, R: 1151)
+[Job 26: 75%, Best: 22]: (S: 261, X: 1013, A: 438, R: 922)
+[Job 1: 80%, Best: 24]: (S: 18, X: 1046, A: 437, R: 1166)
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+[Job 3: 85%, Best: 24]: (S: 31, X: 1007, A: 439, R: 1151)
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+[Job 3: 90%, Best: 24]: (S: 31, X: 1007, A: 439, R: 1151)
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+[Job 29: 90%, Best: 22]: (S: 291, X: 1006, A: 438, R: 892)
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+[Job 10: 90%, Best: 23]: (S: 101, X: 1004, A: 439, R: 1081)
+[Job 23: 85%, Best: 22]: (S: 231, X: 1015, A: 438, R: 952)
+[Job 5: 95%, Best: 24]: (S: 51, X: 1007, A: 439, R: 1131)
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+[Job 17: 85%, Best: 22]: (S: 171, X: 1000, A: 439, R: 1011)
+[Job 6: 90%, Best: 23]: (S: 61, X: 1005, A: 439, R: 1121)
+[Job 4: 95%, Best: 24]: (S: 41, X: 1005, A: 439, R: 1141)
+[Job 8: 90%, Best: 23]: (S: 81, X: 1001, A: 439, R: 1101)
+[Job 9: 90%, Best: 23]: (S: 91, X: 1004, A: 439, R: 1091)
+[Job 27: 90%, Best: 22]: (S: 271, X: 1013, A: 438, R: 912)
+[Job 18: 85%, Best: 22]: (S: 181, X: 1000, A: 439, R: 1001)
+[Job 13: 95%, Best: 23]: (S: 131, X: 1000, A: 439, R: 1051)
+[Job 21: 85%, Best: 22]: (S: 211, X: 1014, A: 438, R: 972)
+[Job 20: 85%, Best: 22]: (S: 201, X: 1013, A: 438, R: 982)
+[Job 19: 85%, Best: 22]: (S: 191, X: 1017, A: 438, R: 992)
+[Job 7: 90%, Best: 23]: (S: 71, X: 1003, A: 439, R: 1111)
+[Job 1: 95%, Best: 24]: (S: 19, X: 1026, A: 438, R: 1164)
+[Job 3: 95%, Best: 24]: (S: 31, X: 1007, A: 439, R: 1151)
+[Job 12: 95%, Best: 23]: (S: 121, X: 1000, A: 439, R: 1061)
+[Job 29: 95%, Best: 22]: (S: 291, X: 1006, A: 438, R: 892)
+[Job 26: 90%, Best: 22]: (S: 261, X: 1013, A: 438, R: 922)
+[Job 25: 90%, Best: 22]: (S: 251, X: 1013, A: 438, R: 932)
+[Job 2: 95%, Best: 24]: (S: 21, X: 1026, A: 438, R: 1162)
+[Job 28: 95%, Best: 22]: (S: 281, X: 1013, A: 438, R: 902)
+[Job 11: 95%, Best: 23]: (S: 111, X: 1001, A: 439, R: 1071)
+[Job 24: 90%, Best: 22]: (S: 241, X: 1014, A: 438, R: 942)
+[Job 0: 90%, Best: 24]: (S: 7, X: 1156, A: 431, R: 1182)
+[Job 16: 90%, Best: 22]: (S: 161, X: 1000, A: 439, R: 1021)
+[Job 10: 95%, Best: 23]: (S: 101, X: 1004, A: 439, R: 1081)
+[Job 22: 90%, Best: 22]: (S: 221, X: 1015, A: 438, R: 962)
+[Job 23: 90%, Best: 22]: (S: 231, X: 1015, A: 438, R: 952)
+[Job 6: 95%, Best: 23]: (S: 61, X: 1005, A: 439, R: 1121)
+[Job 15: 90%, Best: 22]: (S: 151, X: 1000, A: 439, R: 1031)
+[Job 17: 90%, Best: 22]: (S: 171, X: 1000, A: 439, R: 1011)
+[Job 9: 95%, Best: 23]: (S: 91, X: 1004, A: 439, R: 1091)
+[Job 8: 95%, Best: 23]: (S: 81, X: 1001, A: 439, R: 1101)
+[Job 27: 95%, Best: 22]: (S: 271, X: 1013, A: 438, R: 912)
+[Job 18: 90%, Best: 22]: (S: 181, X: 1000, A: 439, R: 1001)
+[Job 21: 90%, Best: 22]: (S: 211, X: 1014, A: 438, R: 972)
+[Job 20: 90%, Best: 22]: (S: 201, X: 1013, A: 438, R: 982)
+[Job 7: 95%, Best: 23]: (S: 71, X: 1003, A: 439, R: 1111)
+[Job 19: 90%, Best: 22]: (S: 191, X: 1017, A: 438, R: 992)
+[Job 26: 95%, Best: 22]: (S: 261, X: 1013, A: 438, R: 922)
+[Job 25: 95%, Best: 22]: (S: 251, X: 1013, A: 438, R: 932)
+[Job 22: 95%, Best: 22]: (S: 221, X: 1015, A: 438, R: 962)
+[Job 16: 95%, Best: 22]: (S: 161, X: 1000, A: 439, R: 1021)
+[Job 23: 95%, Best: 22]: (S: 231, X: 1015, A: 438, R: 952)
+[Job 24: 95%, Best: 22]: (S: 241, X: 1014, A: 438, R: 942)
+[Job 15: 95%, Best: 22]: (S: 151, X: 1000, A: 439, R: 1031)
+[Job 17: 95%, Best: 22]: (S: 171, X: 1000, A: 439, R: 1011)
+[Job 18: 95%, Best: 22]: (S: 181, X: 1000, A: 439, R: 1001)
+[Job 21: 95%, Best: 22]: (S: 211, X: 1014, A: 438, R: 972)
+[Job 20: 95%, Best: 22]: (S: 201, X: 1013, A: 438, R: 982)
+[Job 0: 95%, Best: 24]: (S: 7, X: 1156, A: 431, R: 1182)
+[Job 19: 95%, Best: 22]: (S: 191, X: 1017, A: 438, R: 992)
Threads have finished.
Detailed Formula Evaluation:
---------------------------
- Startup: 0
- LoadX: 1380
- Rule App: 419
- Result: 1199
+ Startup: 19
+ LoadX: 1026
+ Rule App: 438
+ Result: 1164
-Graph: k500, Estimate: 58645, Runtime: 49997, hit (+) Error: -14%
-Graph: k1k, Estimate: 446838, Runtime: 388418, hit (+) Error: -12%
-Graph: k2k, Estimate: 3474392, Runtime: 129816330, miss (-) Error: 3636%
-Graph: t500, Estimate: 11633, Runtime: 10544, hit (+) Error: -8%
-Graph: t1k, Estimate: 82840, Runtime: 66273, hit (+) Error: -19%
-Graph: t2k, Estimate: 616236, Runtime: 526193, hit (+) Error: -14%
+Graph: k500, Estimate: 59531, Runtime: 49997, hit (+) Error: -15%
+Graph: k1k, Estimate: 459115, Runtime: 388418, hit (+) Error: -14%
+Graph: k2k, Estimate: 3596611, Runtime: 129816330, miss (-) Error: 3509%
+Graph: t500, Estimate: 11337, Runtime: 10544, hit (+) Error: -6%
+Graph: t1k, Estimate: 82825, Runtime: 66273, hit (+) Error: -19%
+Graph: t2k, Estimate: 627365, Runtime: 526193, hit (+) Error: -15%
Graph: c1k, Estimate: 1630, Runtime: 1304, hit (+) Error: -19%
-Graph: c2k, Estimate: 6501, Runtime: 12576, miss (-) Error: 93%
-Graph: c3k, Estimate: 14609, Runtime: 128374, miss (-) Error: 779%
-Graph: c4k, Estimate: 25951, Runtime: 304909, miss (-) Error: 1075%
-Graph: s1k_1, Estimate: 2066, Runtime: 1669, hit (+) Error: -18%
-Graph: s1k_3, Estimate: 2938, Runtime: 2392, hit (+) Error: -18%
-Graph: s1k_4, Estimate: 3379, Runtime: 2756, hit (+) Error: -17%
-Graph: s2k_1, Estimate: 8211, Runtime: 16639, miss (-) Error: 103%
-Graph: s2k_3, Estimate: 11635, Runtime: 24598, miss (-) Error: 111%
-Graph: s2k_4, Estimate: 13359, Runtime: 28478, miss (-) Error: 113%
-Graph: p1k, Estimate: 820, Runtime: 948, hit (-) Error: 16%
-Graph: p2k, Estimate: 3263, Runtime: 2853, hit (+) Error: -12%
-Graph: p3k, Estimate: 7325, Runtime: 24111, miss (-) Error: 229%
-Graph: p4k, Estimate: 13002, Runtime: 99325, miss (-) Error: 664%
-Graph: m4_2ki, Estimate: 122, Runtime: 120, hit (+) Error: -1%
-Graph: m16_512, Estimate: 227, Runtime: 255, hit (-) Error: 12%
-Graph: m64_128, Estimate: 551, Runtime: 585, hit (-) Error: 6%
-Graph: m256_32, Estimate: 1825, Runtime: 1634, hit (+) Error: -9%
-Graph: m1ki_8, Estimate: 6916, Runtime: 17744, miss (-) Error: 157%
-Graph: m4ki_2, Estimate: 27275, Runtime: 316511, miss (-) Error: 1060%
-Graph: b17, Estimate: 6075, Runtime: 3041, miss (+) Error: -49%
-Graph: b18, Estimate: 12936, Runtime: 17804, miss (-) Error: 38%
-Graph: b19, Estimate: 27445, Runtime: 112167, miss (-) Error: 309%
-Graph: v17, Estimate: 6075, Runtime: 2967, miss (+) Error: -50%
-Graph: v18, Estimate: 12936, Runtime: 17307, miss (-) Error: 34%
-Graph: v19, Estimate: 27445, Runtime: 109384, miss (-) Error: 299%
-Graph: y500_4k, Estimate: 16252, Runtime: 148951, miss (-) Error: 817%
-Graph: y500_8k, Estimate: 58393, Runtime: 836356, miss (-) Error: 1332%
-Graph: y1k_4k, Estimate: 19496, Runtime: 197292, miss (-) Error: 912%
-Graph: y1k_8k, Estimate: 64874, Runtime: 950743, miss (-) Error: 1366%
-Graph: u1k_50k, Estimate: 23205, Runtime: 20580, hit (+) Error: -10%
-Graph: u1k_125k, Estimate: 56386, Runtime: 47832, hit (+) Error: -14%
-Graph: u1k_250k, Estimate: 111919, Runtime: 93632, hit (+) Error: -15%
-Graph: u2k_200k, Estimate: 177172, Runtime: 5134330, miss (-) Error: 2798%
-Graph: u2k_500k, Estimate: 436426, Runtime: 14193750, miss (-) Error: 3152%
-Graph: u2k_1m, Estimate: 869435, Runtime: 24617260, miss (-) Error: 2731%
-Graph: a1k_50k, Estimate: 7998, Runtime: 6877, hit (+) Error: -13%
-Graph: a1k_125k, Estimate: 20469, Runtime: 17081, hit (+) Error: -16%
-Graph: a1k_250k, Estimate: 41214, Runtime: 34016, hit (+) Error: -16%
-Graph: a2k_200k, Estimate: 60832, Runtime: 54015, hit (+) Error: -10%
-Graph: a2k_500k, Estimate: 153349, Runtime: 134013, hit (+) Error: -12%
-Graph: a2k_1m, Estimate: 307681, Runtime: 270875, hit (+) Error: -11%
-Graph: w1k_1k, Estimate: 27838, Runtime: 397929, miss (-) Error: 1329%
-Graph: x10k, Estimate: 162218, Runtime: 5764090, miss (-) Error: 3453%
+Graph: c2k, Estimate: 6449, Runtime: 12576, miss (-) Error: 95%
+Graph: c3k, Estimate: 14472, Runtime: 128374, miss (-) Error: 787%
+Graph: c4k, Estimate: 25698, Runtime: 304909, miss (-) Error: 1087%
+Graph: s1k_1, Estimate: 2081, Runtime: 1669, hit (+) Error: -19%
+Graph: s1k_3, Estimate: 2982, Runtime: 2392, hit (+) Error: -19%
+Graph: s1k_4, Estimate: 3437, Runtime: 2756, hit (+) Error: -19%
+Graph: s2k_1, Estimate: 8226, Runtime: 16639, miss (-) Error: 102%
+Graph: s2k_3, Estimate: 11785, Runtime: 24598, miss (-) Error: 109%
+Graph: s2k_4, Estimate: 13572, Runtime: 28478, miss (-) Error: 110%
+Graph: p1k, Estimate: 828, Runtime: 948, hit (-) Error: 14%
+Graph: p2k, Estimate: 3243, Runtime: 2853, hit (+) Error: -11%
+Graph: p3k, Estimate: 7259, Runtime: 24111, miss (-) Error: 232%
+Graph: p4k, Estimate: 12877, Runtime: 99325, miss (-) Error: 671%
+Graph: m4_2ki, Estimate: 114, Runtime: 120, hit (-) Error: 5%
+Graph: m16_512, Estimate: 213, Runtime: 255, hit (-) Error: 20%
+Graph: m64_128, Estimate: 531, Runtime: 585, hit (-) Error: 10%
+Graph: m256_32, Estimate: 1792, Runtime: 1634, hit (+) Error: -8%
+Graph: m1ki_8, Estimate: 6832, Runtime: 17744, miss (-) Error: 160%
+Graph: m4ki_2, Estimate: 26991, Runtime: 316511, miss (-) Error: 1073%
+Graph: b17, Estimate: 5321, Runtime: 3041, miss (+) Error: -42%
+Graph: b18, Estimate: 11310, Runtime: 17804, miss (-) Error: 57%
+Graph: b19, Estimate: 23981, Runtime: 112167, miss (-) Error: 368%
+Graph: v17, Estimate: 5321, Runtime: 2967, miss (+) Error: -43%
+Graph: v18, Estimate: 11310, Runtime: 17307, miss (-) Error: 53%
+Graph: v19, Estimate: 23981, Runtime: 109384, miss (-) Error: 356%
+Graph: y500_4k, Estimate: 16091, Runtime: 148951, miss (-) Error: 826%
+Graph: y500_8k, Estimate: 57797, Runtime: 836356, miss (-) Error: 1347%
+Graph: y1k_4k, Estimate: 19302, Runtime: 197292, miss (-) Error: 922%
+Graph: y1k_8k, Estimate: 64212, Runtime: 950743, miss (-) Error: 1381%
+Graph: u1k_50k, Estimate: 23875, Runtime: 20580, hit (+) Error: -13%
+Graph: u1k_125k, Estimate: 58040, Runtime: 47832, hit (+) Error: -17%
+Graph: u1k_250k, Estimate: 115154, Runtime: 93632, hit (+) Error: -18%
+Graph: u2k_200k, Estimate: 183451, Runtime: 5134330, miss (-) Error: 2699%
+Graph: u2k_500k, Estimate: 452128, Runtime: 14193750, miss (-) Error: 3039%
+Graph: u2k_1m, Estimate: 900607, Runtime: 24617260, miss (-) Error: 2633%
+Graph: a1k_50k, Estimate: 8026, Runtime: 6877, hit (+) Error: -13%
+Graph: a1k_125k, Estimate: 20538, Runtime: 17081, hit (+) Error: -16%
+Graph: a1k_250k, Estimate: 41287, Runtime: 34016, hit (+) Error: -17%
+Graph: a2k_200k, Estimate: 62019, Runtime: 54015, hit (+) Error: -12%
+Graph: a2k_500k, Estimate: 156396, Runtime: 134013, hit (+) Error: -13%
+Graph: a2k_1m, Estimate: 313559, Runtime: 270875, hit (+) Error: -13%
+Graph: w1k_1k, Estimate: 21115, Runtime: 7074, miss (+) Error: -65%
+Graph: x10k, Estimate: 160538, Runtime: 5764090, miss (-) Error: 3490%
Hits: 24
-Average Error: 540%
+Average Error: 512%
Best Parameter Values (24/50):
- Startup: 0
- LoadX: 1380
- Rule App: 419
- Result: 1199
+ Startup: 19
+ LoadX: 1026
+ Rule App: 438
+ Result: 1164
+Wed May 1 18:47:42 CEST 2019
diff --git a/opt/RUNS b/opt/RUNS
index a593ed5..9c77a13 100644
--- a/opt/RUNS
+++ b/opt/RUNS
@@ -27,3 +27,26 @@
./opt sqlite3 Startup=0-200 LoadX=0-500 RuleApp=0-800 Result=0-1500 >SQLITE &
# The same with timestamp output: Lief 3:36 auf dbs1 mit 30 Threads
(date; ./opt sqlite3 Startup=0-200 LoadX=0-500 RuleApp=0-800 Result=0-1500; date) >SQLITE &
+
+
+(date; ./opt mariadb Startup=0-300 LoadX=1000-1500 RuleApp=200-600 Result=800-1500; date) >MARIADB &
+Auf dbs1:
+Number of parameter tuples: 42390311901
+Starting 30 threads ...
+Wed May 1 17:24:41 CEST 2019
+Wed May 1 18:47:42 CEST 2019
+
+(date; ./opt souffle Startup=0-40 LoadX=0-500 RuleApp=0-100 Result=0-1000; date) >SOUFFLE &
+Auf dbs1:
+Number of parameter tuples: 2076715641
+Starting 30 threads ...
+Wed May 1 21:48:31 CEST 2019
+Wed May 1 21:53:27 CEST 2019
+
+Aiuf dbs1:
+./opt jena Startup=1900-2199 LoadX=1590-1600 RuleApp=150-175 Result=1350-1450
+Number of parameter tuples: 8665800
+Starting 30 threads ...
+37.84user 0.01system 0:01.49elapsed 2530%CPU (0avgtext+0avgdata 2956maxresident)k
+0inputs+0outputs (0major+207minor)pagefaults 0swaps
+
diff --git a/opt/SOUFFLE b/opt/SOUFFLE
new file mode 100644
index 0000000..8e67ba1
--- /dev/null
+++ b/opt/SOUFFLE
@@ -0,0 +1,688 @@
+Wed May 1 21:48:31 CEST 2019
+Welcome to the TC runtime prediction optimizer.
+
+Number of Threads: 30
+Read 619 lines from 'estimate_data.csv' (50 data points for 'souffle')
+Doing optimization for: souffle
+
+Search Space for Parameter Values:
+---------------------------------
+ Startup: 0 - 40 [Step: 1]
+ LoadX: 0 - 500 [Step: 1]
+ RuleApp: 0 - 100 [Step: 1]
+ Result: 0 - 1000 [Step: 1]
+
+Number of parameter tuples: 2076715641
+
+Starting 30 threads ...
+[Job 0: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 4: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 1: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 3: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 8: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 9: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 6: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 2: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 13: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 7: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 16: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 17: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 18: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 19: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 20: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 23: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 24: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 10: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 11: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 28: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 12: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 21: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 15: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 22: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 14: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 25: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 26: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 27: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 5: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 29: 0%, Best: 0]: (S: 0, X: 0, A: 0, R: 0)
+[Job 28: 5%, Best: 31]: (S: 39, X: 10, A: 42, R: 668)
+[Job 24: 5%, Best: 31]: (S: 35, X: 10, A: 42, R: 669)
+[Job 20: 5%, Best: 31]: (S: 31, X: 10, A: 42, R: 670)
+[Job 15: 5%, Best: 32]: (S: 26, X: 12, A: 42, R: 671)
+[Job 25: 5%, Best: 31]: (S: 36, X: 10, A: 42, R: 670)
+[Job 29: 5%, Best: 31]: (S: 40, X: 10, A: 42, R: 668)
+[Job 26: 5%, Best: 31]: (S: 37, X: 10, A: 42, R: 669)
+[Job 18: 5%, Best: 31]: (S: 29, X: 12, A: 42, R: 670)
+[Job 17: 5%, Best: 31]: (S: 28, X: 5, A: 43, R: 670)
+[Job 19: 5%, Best: 31]: (S: 30, X: 11, A: 42, R: 670)
+[Job 21: 5%, Best: 31]: (S: 32, X: 11, A: 42, R: 671)
+[Job 23: 5%, Best: 31]: (S: 34, X: 11, A: 42, R: 669)
+[Job 22: 5%, Best: 31]: (S: 33, X: 11, A: 42, R: 670)
+[Job 16: 5%, Best: 32]: (S: 27, X: 11, A: 42, R: 671)
+[Job 13: 5%, Best: 32]: (S: 24, X: 12, A: 42, R: 672)
+[Job 11: 5%, Best: 32]: (S: 22, X: 12, A: 42, R: 673)
+[Job 12: 5%, Best: 32]: (S: 23, X: 12, A: 42, R: 672)
+[Job 14: 5%, Best: 32]: (S: 25, X: 12, A: 42, R: 671)
+[Job 27: 5%, Best: 31]: (S: 38, X: 10, A: 42, R: 668)
+[Job 24: 10%, Best: 31]: (S: 35, X: 10, A: 42, R: 669)
+[Job 1: 5%, Best: 29]: (S: 2, X: 21, A: 42, R: 692)
+[Job 28: 10%, Best: 31]: (S: 39, X: 10, A: 42, R: 668)
+[Job 18: 10%, Best: 31]: (S: 29, X: 12, A: 42, R: 670)
+[Job 15: 10%, Best: 32]: (S: 26, X: 12, A: 42, R: 671)
+[Job 26: 10%, Best: 31]: (S: 37, X: 10, A: 42, R: 669)
+[Job 23: 10%, Best: 31]: (S: 34, X: 11, A: 42, R: 669)
+[Job 8: 5%, Best: 32]: (S: 16, X: 13, A: 42, R: 677)
+[Job 25: 10%, Best: 31]: (S: 36, X: 10, A: 42, R: 670)
+[Job 20: 10%, Best: 31]: (S: 31, X: 10, A: 42, R: 670)
+[Job 5: 5%, Best: 30]: (S: 10, X: 16, A: 42, R: 676)
+[Job 10: 5%, Best: 32]: (S: 20, X: 13, A: 42, R: 673)
+[Job 9: 5%, Best: 32]: (S: 18, X: 13, A: 42, R: 673)
+[Job 29: 10%, Best: 31]: (S: 40, X: 10, A: 42, R: 668)
+[Job 13: 10%, Best: 32]: (S: 24, X: 12, A: 42, R: 672)
+[Job 17: 10%, Best: 31]: (S: 28, X: 5, A: 43, R: 670)
+[Job 14: 10%, Best: 32]: (S: 25, X: 12, A: 42, R: 671)
+[Job 0: 5%, Best: 29]: (S: 0, X: 21, A: 42, R: 692)
+[Job 16: 10%, Best: 32]: (S: 27, X: 11, A: 42, R: 671)
+[Job 7: 5%, Best: 32]: (S: 14, X: 21, A: 42, R: 676)
+[Job 3: 5%, Best: 30]: (S: 6, X: 14, A: 42, R: 692)
+[Job 2: 5%, Best: 29]: (S: 4, X: 21, A: 42, R: 692)
+[Job 22: 10%, Best: 31]: (S: 33, X: 11, A: 42, R: 670)
+[Job 27: 10%, Best: 31]: (S: 38, X: 10, A: 42, R: 668)
+[Job 12: 10%, Best: 32]: (S: 23, X: 12, A: 42, R: 672)
+[Job 21: 10%, Best: 31]: (S: 32, X: 11, A: 42, R: 671)
+[Job 11: 10%, Best: 32]: (S: 22, X: 12, A: 42, R: 673)
+[Job 19: 10%, Best: 31]: (S: 30, X: 11, A: 42, R: 670)
+[Job 4: 5%, Best: 30]: (S: 8, X: 21, A: 42, R: 681)
+[Job 6: 5%, Best: 31]: (S: 12, X: 17, A: 42, R: 676)
+[Job 24: 15%, Best: 31]: (S: 35, X: 10, A: 42, R: 669)
+[Job 28: 15%, Best: 31]: (S: 39, X: 10, A: 42, R: 668)
+[Job 15: 15%, Best: 32]: (S: 26, X: 12, A: 42, R: 671)
+[Job 26: 15%, Best: 31]: (S: 37, X: 10, A: 42, R: 669)
+[Job 18: 15%, Best: 31]: (S: 29, X: 12, A: 42, R: 670)
+[Job 23: 15%, Best: 31]: (S: 34, X: 11, A: 42, R: 669)
+[Job 25: 15%, Best: 31]: (S: 36, X: 10, A: 42, R: 670)
+[Job 14: 15%, Best: 32]: (S: 25, X: 12, A: 42, R: 671)
+[Job 20: 15%, Best: 31]: (S: 31, X: 10, A: 42, R: 670)
+[Job 22: 15%, Best: 31]: (S: 33, X: 11, A: 42, R: 670)
+[Job 16: 15%, Best: 32]: (S: 27, X: 11, A: 42, R: 671)
+[Job 21: 15%, Best: 31]: (S: 32, X: 11, A: 42, R: 671)
+[Job 29: 15%, Best: 31]: (S: 40, X: 10, A: 42, R: 668)
+[Job 17: 15%, Best: 31]: (S: 28, X: 5, A: 43, R: 670)
+[Job 19: 15%, Best: 31]: (S: 30, X: 11, A: 42, R: 670)
+[Job 12: 15%, Best: 32]: (S: 23, X: 12, A: 42, R: 672)
+[Job 11: 15%, Best: 32]: (S: 22, X: 12, A: 42, R: 673)
+[Job 13: 15%, Best: 32]: (S: 24, X: 12, A: 42, R: 672)
+[Job 27: 15%, Best: 31]: (S: 38, X: 10, A: 42, R: 668)
+[Job 24: 20%, Best: 31]: (S: 35, X: 10, A: 42, R: 669)
+[Job 14: 20%, Best: 32]: (S: 25, X: 12, A: 42, R: 671)
+[Job 26: 20%, Best: 31]: (S: 37, X: 10, A: 42, R: 669)
+[Job 28: 20%, Best: 31]: (S: 39, X: 10, A: 42, R: 668)
+[Job 5: 10%, Best: 31]: (S: 10, X: 75, A: 41, R: 678)
+[Job 15: 20%, Best: 32]: (S: 26, X: 12, A: 42, R: 671)
+[Job 1: 10%, Best: 29]: (S: 2, X: 89, A: 41, R: 692)
+[Job 16: 20%, Best: 32]: (S: 27, X: 11, A: 42, R: 671)
+[Job 10: 10%, Best: 32]: (S: 20, X: 13, A: 42, R: 673)
+[Job 20: 20%, Best: 31]: (S: 31, X: 10, A: 42, R: 670)
+[Job 18: 20%, Best: 31]: (S: 29, X: 12, A: 42, R: 670)
+[Job 2: 10%, Best: 30]: (S: 4, X: 86, A: 41, R: 679)
+[Job 21: 20%, Best: 31]: (S: 32, X: 11, A: 42, R: 671)
+[Job 8: 10%, Best: 32]: (S: 16, X: 13, A: 42, R: 677)
+[Job 11: 20%, Best: 32]: (S: 22, X: 12, A: 42, R: 673)
+[Job 25: 20%, Best: 31]: (S: 36, X: 10, A: 42, R: 670)
+[Job 23: 20%, Best: 31]: (S: 34, X: 11, A: 42, R: 669)
+[Job 3: 10%, Best: 30]: (S: 6, X: 14, A: 42, R: 692)
+[Job 19: 20%, Best: 31]: (S: 30, X: 11, A: 42, R: 670)
+[Job 22: 20%, Best: 31]: (S: 33, X: 11, A: 42, R: 670)
+[Job 0: 10%, Best: 29]: (S: 0, X: 89, A: 41, R: 692)
+[Job 9: 10%, Best: 32]: (S: 18, X: 13, A: 42, R: 673)
+[Job 7: 10%, Best: 32]: (S: 14, X: 21, A: 42, R: 676)
+[Job 27: 20%, Best: 31]: (S: 38, X: 10, A: 42, R: 668)
+[Job 29: 20%, Best: 31]: (S: 40, X: 10, A: 42, R: 668)
+[Job 13: 20%, Best: 32]: (S: 24, X: 12, A: 42, R: 672)
+[Job 17: 20%, Best: 31]: (S: 28, X: 5, A: 43, R: 670)
+[Job 4: 10%, Best: 30]: (S: 8, X: 21, A: 42, R: 681)
+[Job 12: 20%, Best: 32]: (S: 23, X: 12, A: 42, R: 672)
+[Job 6: 10%, Best: 31]: (S: 12, X: 17, A: 42, R: 676)
+[Job 24: 25%, Best: 31]: (S: 35, X: 10, A: 42, R: 669)
+[Job 14: 25%, Best: 32]: (S: 25, X: 12, A: 42, R: 671)
+[Job 15: 25%, Best: 32]: (S: 26, X: 12, A: 42, R: 671)
+[Job 28: 25%, Best: 31]: (S: 39, X: 10, A: 42, R: 668)
+[Job 25: 25%, Best: 31]: (S: 36, X: 10, A: 42, R: 670)
+[Job 19: 25%, Best: 31]: (S: 30, X: 11, A: 42, R: 670)
+[Job 26: 25%, Best: 31]: (S: 37, X: 10, A: 42, R: 669)
+[Job 18: 25%, Best: 31]: (S: 29, X: 12, A: 42, R: 670)
+[Job 16: 25%, Best: 32]: (S: 27, X: 11, A: 42, R: 671)
+[Job 21: 25%, Best: 31]: (S: 32, X: 11, A: 42, R: 671)
+[Job 11: 25%, Best: 32]: (S: 22, X: 12, A: 42, R: 673)
+[Job 20: 25%, Best: 31]: (S: 31, X: 10, A: 42, R: 670)
+[Job 22: 25%, Best: 31]: (S: 33, X: 11, A: 42, R: 670)
+[Job 27: 25%, Best: 31]: (S: 38, X: 10, A: 42, R: 668)
+[Job 23: 25%, Best: 31]: (S: 34, X: 11, A: 42, R: 669)
+[Job 13: 25%, Best: 32]: (S: 24, X: 12, A: 42, R: 672)
+[Job 29: 25%, Best: 31]: (S: 40, X: 10, A: 42, R: 668)
+[Job 17: 25%, Best: 31]: (S: 28, X: 5, A: 43, R: 670)
+[Job 12: 25%, Best: 32]: (S: 23, X: 12, A: 42, R: 672)
+[Job 24: 30%, Best: 31]: (S: 35, X: 10, A: 42, R: 669)
+[Job 25: 30%, Best: 31]: (S: 36, X: 10, A: 42, R: 670)
+[Job 14: 30%, Best: 32]: (S: 25, X: 12, A: 42, R: 671)
+[Job 1: 15%, Best: 30]: (S: 2, X: 143, A: 40, R: 692)
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+[Job 2: 40%, Best: 32]: (S: 4, X: 227, A: 37, R: 695)
+[Job 25: 80%, Best: 31]: (S: 36, X: 10, A: 42, R: 670)
+[Job 16: 80%, Best: 32]: (S: 27, X: 11, A: 42, R: 671)
+[Job 10: 40%, Best: 32]: (S: 20, X: 13, A: 42, R: 673)
+[Job 0: 40%, Best: 32]: (S: 0, X: 225, A: 37, R: 696)
+[Job 28: 85%, Best: 31]: (S: 39, X: 10, A: 42, R: 668)
+[Job 9: 40%, Best: 32]: (S: 18, X: 13, A: 42, R: 673)
+[Job 4: 40%, Best: 32]: (S: 8, X: 156, A: 39, R: 686)
+[Job 24: 85%, Best: 31]: (S: 35, X: 10, A: 42, R: 669)
+[Job 7: 40%, Best: 32]: (S: 14, X: 21, A: 42, R: 676)
+[Job 13: 80%, Best: 32]: (S: 24, X: 12, A: 42, R: 672)
+[Job 21: 85%, Best: 31]: (S: 32, X: 11, A: 42, R: 671)
+[Job 19: 85%, Best: 31]: (S: 30, X: 11, A: 42, R: 670)
+[Job 29: 85%, Best: 31]: (S: 40, X: 10, A: 42, R: 668)
+[Job 22: 85%, Best: 31]: (S: 33, X: 11, A: 42, R: 670)
+[Job 23: 85%, Best: 31]: (S: 34, X: 11, A: 42, R: 669)
+[Job 27: 85%, Best: 31]: (S: 38, X: 10, A: 42, R: 668)
+[Job 17: 85%, Best: 31]: (S: 28, X: 5, A: 43, R: 670)
+[Job 15: 85%, Best: 32]: (S: 26, X: 12, A: 42, R: 671)
+[Job 14: 85%, Best: 32]: (S: 25, X: 12, A: 42, R: 671)
+[Job 20: 85%, Best: 31]: (S: 31, X: 10, A: 42, R: 670)
+[Job 12: 85%, Best: 32]: (S: 23, X: 12, A: 42, R: 672)
+[Job 18: 85%, Best: 31]: (S: 29, X: 12, A: 42, R: 670)
+[Job 26: 85%, Best: 31]: (S: 37, X: 10, A: 42, R: 669)
+[Job 16: 85%, Best: 32]: (S: 27, X: 11, A: 42, R: 671)
+[Job 11: 85%, Best: 32]: (S: 22, X: 12, A: 42, R: 673)
+[Job 25: 85%, Best: 31]: (S: 36, X: 10, A: 42, R: 670)
+[Job 6: 40%, Best: 32]: (S: 12, X: 120, A: 40, R: 681)
+[Job 28: 90%, Best: 31]: (S: 39, X: 10, A: 42, R: 668)
+[Job 24: 90%, Best: 31]: (S: 35, X: 10, A: 42, R: 669)
+[Job 8: 45%, Best: 32]: (S: 16, X: 13, A: 42, R: 677)
+[Job 13: 85%, Best: 32]: (S: 24, X: 12, A: 42, R: 672)
+[Job 22: 90%, Best: 31]: (S: 33, X: 11, A: 42, R: 670)
+[Job 19: 90%, Best: 31]: (S: 30, X: 11, A: 42, R: 670)
+[Job 21: 90%, Best: 31]: (S: 32, X: 11, A: 42, R: 671)
+[Job 29: 90%, Best: 31]: (S: 40, X: 10, A: 42, R: 668)
+[Job 17: 90%, Best: 31]: (S: 28, X: 5, A: 43, R: 670)
+[Job 26: 90%, Best: 31]: (S: 37, X: 10, A: 42, R: 669)
+[Job 3: 45%, Best: 32]: (S: 6, X: 190, A: 38, R: 692)
+[Job 23: 90%, Best: 31]: (S: 34, X: 11, A: 42, R: 669)
+[Job 2: 45%, Best: 32]: (S: 4, X: 227, A: 37, R: 695)
+[Job 14: 90%, Best: 32]: (S: 25, X: 12, A: 42, R: 671)
+[Job 18: 90%, Best: 31]: (S: 29, X: 12, A: 42, R: 670)
+[Job 12: 90%, Best: 32]: (S: 23, X: 12, A: 42, R: 672)
+[Job 15: 90%, Best: 32]: (S: 26, X: 12, A: 42, R: 671)
+[Job 5: 45%, Best: 32]: (S: 10, X: 120, A: 40, R: 682)
+[Job 16: 90%, Best: 32]: (S: 27, X: 11, A: 42, R: 671)
+[Job 27: 90%, Best: 31]: (S: 38, X: 10, A: 42, R: 668)
+[Job 20: 90%, Best: 31]: (S: 31, X: 10, A: 42, R: 670)
+[Job 11: 90%, Best: 32]: (S: 22, X: 12, A: 42, R: 673)
+[Job 25: 90%, Best: 31]: (S: 36, X: 10, A: 42, R: 670)
+[Job 28: 95%, Best: 31]: (S: 39, X: 10, A: 42, R: 668)
+[Job 1: 45%, Best: 32]: (S: 2, X: 228, A: 37, R: 695)
+[Job 4: 45%, Best: 32]: (S: 8, X: 156, A: 39, R: 686)
+[Job 9: 45%, Best: 32]: (S: 18, X: 13, A: 42, R: 673)
+[Job 10: 45%, Best: 32]: (S: 20, X: 13, A: 42, R: 673)
+[Job 0: 45%, Best: 32]: (S: 0, X: 225, A: 37, R: 696)
+[Job 13: 90%, Best: 32]: (S: 24, X: 12, A: 42, R: 672)
+[Job 29: 95%, Best: 31]: (S: 40, X: 10, A: 42, R: 668)
+[Job 22: 95%, Best: 31]: (S: 33, X: 11, A: 42, R: 670)
+[Job 24: 95%, Best: 31]: (S: 35, X: 10, A: 42, R: 669)
+[Job 17: 95%, Best: 31]: (S: 28, X: 5, A: 43, R: 670)
+[Job 19: 95%, Best: 31]: (S: 30, X: 11, A: 42, R: 670)
+[Job 7: 45%, Best: 32]: (S: 14, X: 21, A: 42, R: 676)
+[Job 23: 95%, Best: 31]: (S: 34, X: 11, A: 42, R: 669)
+[Job 14: 95%, Best: 32]: (S: 25, X: 12, A: 42, R: 671)
+[Job 21: 95%, Best: 31]: (S: 32, X: 11, A: 42, R: 671)
+[Job 26: 95%, Best: 31]: (S: 37, X: 10, A: 42, R: 669)
+[Job 12: 95%, Best: 32]: (S: 23, X: 12, A: 42, R: 672)
+[Job 27: 95%, Best: 31]: (S: 38, X: 10, A: 42, R: 668)
+[Job 18: 95%, Best: 31]: (S: 29, X: 12, A: 42, R: 670)
+[Job 11: 95%, Best: 32]: (S: 22, X: 12, A: 42, R: 673)
+[Job 16: 95%, Best: 32]: (S: 27, X: 11, A: 42, R: 671)
+[Job 20: 95%, Best: 31]: (S: 31, X: 10, A: 42, R: 670)
+[Job 15: 95%, Best: 32]: (S: 26, X: 12, A: 42, R: 671)
+[Job 6: 45%, Best: 32]: (S: 12, X: 120, A: 40, R: 681)
+[Job 25: 95%, Best: 31]: (S: 36, X: 10, A: 42, R: 670)
+[Job 13: 95%, Best: 32]: (S: 24, X: 12, A: 42, R: 672)
+[Job 5: 50%, Best: 32]: (S: 10, X: 120, A: 40, R: 682)
+[Job 8: 50%, Best: 32]: (S: 16, X: 13, A: 42, R: 677)
+[Job 3: 50%, Best: 32]: (S: 6, X: 190, A: 38, R: 692)
+[Job 2: 50%, Best: 32]: (S: 4, X: 227, A: 37, R: 695)
+[Job 9: 50%, Best: 32]: (S: 18, X: 13, A: 42, R: 673)
+[Job 4: 50%, Best: 32]: (S: 8, X: 156, A: 39, R: 686)
+[Job 0: 50%, Best: 32]: (S: 0, X: 225, A: 37, R: 696)
+[Job 10: 50%, Best: 32]: (S: 20, X: 13, A: 42, R: 673)
+[Job 1: 50%, Best: 32]: (S: 2, X: 228, A: 37, R: 695)
+[Job 7: 50%, Best: 32]: (S: 14, X: 21, A: 42, R: 676)
+[Job 6: 50%, Best: 32]: (S: 12, X: 120, A: 40, R: 681)
+[Job 8: 55%, Best: 32]: (S: 17, X: 13, A: 42, R: 676)
+[Job 5: 55%, Best: 32]: (S: 10, X: 120, A: 40, R: 682)
+[Job 3: 55%, Best: 32]: (S: 6, X: 190, A: 38, R: 692)
+[Job 2: 55%, Best: 32]: (S: 4, X: 227, A: 37, R: 695)
+[Job 10: 55%, Best: 32]: (S: 21, X: 13, A: 42, R: 672)
+[Job 9: 55%, Best: 32]: (S: 19, X: 13, A: 42, R: 673)
+[Job 0: 55%, Best: 32]: (S: 0, X: 225, A: 37, R: 696)
+[Job 7: 55%, Best: 32]: (S: 15, X: 13, A: 42, R: 681)
+[Job 6: 55%, Best: 32]: (S: 12, X: 120, A: 40, R: 681)
+[Job 8: 60%, Best: 32]: (S: 17, X: 13, A: 42, R: 676)
+[Job 3: 60%, Best: 32]: (S: 6, X: 190, A: 38, R: 692)
+[Job 4: 55%, Best: 32]: (S: 8, X: 156, A: 39, R: 686)
+[Job 5: 60%, Best: 32]: (S: 10, X: 120, A: 40, R: 682)
+[Job 2: 60%, Best: 32]: (S: 4, X: 227, A: 37, R: 695)
+[Job 10: 60%, Best: 32]: (S: 21, X: 13, A: 42, R: 672)
+[Job 9: 60%, Best: 32]: (S: 19, X: 13, A: 42, R: 673)
+[Job 0: 60%, Best: 32]: (S: 0, X: 225, A: 37, R: 696)
+[Job 1: 55%, Best: 32]: (S: 2, X: 228, A: 37, R: 695)
+[Job 7: 60%, Best: 32]: (S: 15, X: 13, A: 42, R: 681)
+[Job 6: 60%, Best: 32]: (S: 12, X: 120, A: 40, R: 681)
+[Job 8: 65%, Best: 32]: (S: 17, X: 13, A: 42, R: 676)
+[Job 3: 65%, Best: 32]: (S: 6, X: 190, A: 38, R: 692)
+[Job 5: 65%, Best: 32]: (S: 11, X: 120, A: 40, R: 681)
+[Job 2: 65%, Best: 32]: (S: 4, X: 227, A: 37, R: 695)
+[Job 10: 65%, Best: 32]: (S: 21, X: 13, A: 42, R: 672)
+[Job 9: 65%, Best: 32]: (S: 19, X: 13, A: 42, R: 673)
+[Job 0: 65%, Best: 32]: (S: 0, X: 225, A: 37, R: 696)
+[Job 7: 65%, Best: 32]: (S: 15, X: 13, A: 42, R: 681)
+[Job 4: 60%, Best: 32]: (S: 8, X: 156, A: 39, R: 686)
+[Job 6: 65%, Best: 32]: (S: 12, X: 120, A: 40, R: 681)
+[Job 8: 70%, Best: 32]: (S: 17, X: 13, A: 42, R: 676)
+[Job 3: 70%, Best: 32]: (S: 7, X: 190, A: 38, R: 692)
+[Job 5: 70%, Best: 32]: (S: 11, X: 120, A: 40, R: 681)
+[Job 1: 60%, Best: 32]: (S: 2, X: 228, A: 37, R: 695)
+[Job 10: 70%, Best: 32]: (S: 21, X: 13, A: 42, R: 672)
+[Job 2: 70%, Best: 32]: (S: 5, X: 190, A: 38, R: 692)
+[Job 0: 70%, Best: 32]: (S: 0, X: 225, A: 37, R: 696)
+[Job 9: 70%, Best: 32]: (S: 19, X: 13, A: 42, R: 673)
+[Job 7: 70%, Best: 32]: (S: 15, X: 13, A: 42, R: 681)
+[Job 8: 75%, Best: 32]: (S: 17, X: 13, A: 42, R: 676)
+[Job 3: 75%, Best: 32]: (S: 7, X: 190, A: 38, R: 692)
+[Job 6: 70%, Best: 32]: (S: 12, X: 120, A: 40, R: 681)
+[Job 10: 75%, Best: 32]: (S: 21, X: 13, A: 42, R: 672)
+[Job 5: 75%, Best: 32]: (S: 11, X: 120, A: 40, R: 681)
+[Job 2: 75%, Best: 32]: (S: 5, X: 190, A: 38, R: 692)
+[Job 4: 65%, Best: 32]: (S: 9, X: 120, A: 40, R: 682)
+[Job 0: 75%, Best: 32]: (S: 1, X: 228, A: 37, R: 695)
+[Job 9: 75%, Best: 32]: (S: 19, X: 13, A: 42, R: 673)
+[Job 7: 75%, Best: 32]: (S: 15, X: 13, A: 42, R: 681)
+[Job 8: 80%, Best: 32]: (S: 17, X: 13, A: 42, R: 676)
+[Job 3: 80%, Best: 32]: (S: 7, X: 190, A: 38, R: 692)
+[Job 1: 65%, Best: 32]: (S: 2, X: 228, A: 37, R: 695)
+[Job 6: 75%, Best: 32]: (S: 12, X: 120, A: 40, R: 681)
+[Job 10: 80%, Best: 32]: (S: 21, X: 13, A: 42, R: 672)
+[Job 5: 80%, Best: 32]: (S: 11, X: 120, A: 40, R: 681)
+[Job 2: 80%, Best: 32]: (S: 5, X: 190, A: 38, R: 692)
+[Job 9: 80%, Best: 32]: (S: 19, X: 13, A: 42, R: 673)
+[Job 0: 80%, Best: 32]: (S: 1, X: 228, A: 37, R: 695)
+[Job 8: 85%, Best: 32]: (S: 17, X: 13, A: 42, R: 676)
+[Job 3: 85%, Best: 32]: (S: 7, X: 190, A: 38, R: 692)
+[Job 7: 80%, Best: 32]: (S: 15, X: 13, A: 42, R: 681)
+[Job 6: 80%, Best: 32]: (S: 12, X: 120, A: 40, R: 681)
+[Job 10: 85%, Best: 32]: (S: 21, X: 13, A: 42, R: 672)
+[Job 4: 70%, Best: 32]: (S: 9, X: 156, A: 39, R: 686)
+[Job 5: 85%, Best: 32]: (S: 11, X: 120, A: 40, R: 681)
+[Job 2: 85%, Best: 32]: (S: 5, X: 190, A: 38, R: 692)
+[Job 9: 85%, Best: 32]: (S: 19, X: 13, A: 42, R: 673)
+[Job 0: 85%, Best: 32]: (S: 1, X: 228, A: 37, R: 695)
+[Job 1: 70%, Best: 32]: (S: 3, X: 190, A: 38, R: 693)
+[Job 8: 90%, Best: 32]: (S: 17, X: 13, A: 42, R: 676)
+[Job 3: 90%, Best: 32]: (S: 7, X: 190, A: 38, R: 692)
+[Job 7: 85%, Best: 32]: (S: 15, X: 13, A: 42, R: 681)
+[Job 10: 90%, Best: 32]: (S: 21, X: 13, A: 42, R: 672)
+[Job 6: 85%, Best: 32]: (S: 12, X: 120, A: 40, R: 681)
+[Job 5: 90%, Best: 32]: (S: 11, X: 120, A: 40, R: 681)
+[Job 2: 90%, Best: 32]: (S: 5, X: 190, A: 38, R: 692)
+[Job 9: 90%, Best: 32]: (S: 19, X: 13, A: 42, R: 673)
+[Job 0: 90%, Best: 32]: (S: 1, X: 228, A: 37, R: 695)
+[Job 8: 95%, Best: 32]: (S: 17, X: 13, A: 42, R: 676)
+[Job 3: 95%, Best: 32]: (S: 7, X: 190, A: 38, R: 692)
+[Job 7: 90%, Best: 32]: (S: 15, X: 13, A: 42, R: 681)
+[Job 4: 75%, Best: 32]: (S: 9, X: 156, A: 39, R: 686)
+[Job 10: 95%, Best: 32]: (S: 21, X: 13, A: 42, R: 672)
+[Job 6: 90%, Best: 32]: (S: 12, X: 120, A: 40, R: 681)
+[Job 5: 95%, Best: 32]: (S: 11, X: 120, A: 40, R: 681)
+[Job 1: 75%, Best: 32]: (S: 3, X: 227, A: 37, R: 695)
+[Job 2: 95%, Best: 32]: (S: 5, X: 190, A: 38, R: 692)
+[Job 9: 95%, Best: 32]: (S: 19, X: 13, A: 42, R: 673)
+[Job 0: 95%, Best: 32]: (S: 1, X: 228, A: 37, R: 695)
+[Job 7: 95%, Best: 32]: (S: 15, X: 13, A: 42, R: 681)
+[Job 6: 95%, Best: 32]: (S: 12, X: 120, A: 40, R: 681)
+[Job 4: 80%, Best: 32]: (S: 9, X: 156, A: 39, R: 686)
+[Job 1: 80%, Best: 32]: (S: 3, X: 227, A: 37, R: 695)
+[Job 4: 85%, Best: 32]: (S: 9, X: 156, A: 39, R: 686)
+[Job 1: 85%, Best: 32]: (S: 3, X: 227, A: 37, R: 695)
+[Job 4: 90%, Best: 32]: (S: 9, X: 156, A: 39, R: 686)
+[Job 1: 90%, Best: 32]: (S: 3, X: 227, A: 37, R: 695)
+[Job 4: 95%, Best: 32]: (S: 9, X: 156, A: 39, R: 686)
+[Job 1: 95%, Best: 32]: (S: 3, X: 227, A: 37, R: 695)
+Threads have finished.
+
+
+Detailed Formula Evaluation:
+---------------------------
+ Startup: 25
+ LoadX: 12
+ Rule App: 42
+ Result: 671
+
+Graph: k500, Estimate: 5505, Runtime: 2688, miss (+) Error: -50%
+Graph: k1k, Estimate: 42966, Runtime: 18742, miss (+) Error: -55%
+Graph: k2k, Estimate: 339885, Runtime: 146694, miss (+) Error: -56%
+Graph: t500, Estimate: 1008, Runtime: 721, miss (+) Error: -27%
+Graph: t1k, Estimate: 7468, Runtime: 3603, miss (+) Error: -51%
+Graph: t2k, Estimate: 57846, Runtime: 25266, miss (+) Error: -55%
+Graph: c1k, Estimate: 738, Runtime: 798, hit (-) Error: 8%
+Graph: c2k, Estimate: 2877, Runtime: 2471, hit (+) Error: -13%
+Graph: c3k, Estimate: 6442, Runtime: 5319, hit (+) Error: -16%
+Graph: c4k, Estimate: 11434, Runtime: 9401, hit (+) Error: -17%
+Graph: s1k_1, Estimate: 780, Runtime: 1034, miss (-) Error: 33%
+Graph: s1k_3, Estimate: 865, Runtime: 1204, miss (-) Error: 39%
+Graph: s1k_4, Estimate: 907, Runtime: 1278, miss (-) Error: 41%
+Graph: s2k_1, Estimate: 3046, Runtime: 3301, hit (-) Error: 8%
+Graph: s2k_3, Estimate: 3382, Runtime: 4007, hit (-) Error: 18%
+Graph: s2k_4, Estimate: 3551, Runtime: 4261, hit (-) Error: 20%
+Graph: p1k, Estimate: 381, Runtime: 433, hit (-) Error: 14%
+Graph: p2k, Estimate: 1450, Runtime: 1403, hit (+) Error: -2%
+Graph: p3k, Estimate: 3232, Runtime: 2836, hit (+) Error: -11%
+Graph: p4k, Estimate: 5729, Runtime: 4924, hit (+) Error: -13%
+Graph: m4_2ki, Estimate: 35, Runtime: 30, hit (+) Error: -13%
+Graph: m16_512, Estimate: 70, Runtime: 70, hit (!) Error: 0%
+Graph: m64_128, Estimate: 210, Runtime: 236, hit (-) Error: 12%
+Graph: m256_32, Estimate: 771, Runtime: 747, hit (+) Error: -2%
+Graph: m1ki_8, Estimate: 3014, Runtime: 2501, hit (+) Error: -16%
+Graph: m4ki_2, Estimate: 11985, Runtime: 10157, hit (+) Error: -14%
+Graph: b17, Estimate: 1452, Runtime: 864, miss (+) Error: -39%
+Graph: b18, Estimate: 3068, Runtime: 1537, miss (+) Error: -49%
+Graph: b19, Estimate: 6493, Runtime: 2955, miss (+) Error: -53%
+Graph: v17, Estimate: 1452, Runtime: 940, miss (+) Error: -34%
+Graph: v18, Estimate: 3068, Runtime: 1739, miss (+) Error: -42%
+Graph: v19, Estimate: 6493, Runtime: 3395, miss (+) Error: -47%
+Graph: y500_4k, Estimate: 7155, Runtime: 6052, hit (+) Error: -14%
+Graph: y500_8k, Estimate: 25691, Runtime: 22269, hit (+) Error: -12%
+Graph: y1k_4k, Estimate: 8581, Runtime: 7124, hit (+) Error: -16%
+Graph: y1k_8k, Estimate: 28543, Runtime: 24607, hit (+) Error: -13%
+Graph: u1k_50k, Estimate: 2807, Runtime: 2336, hit (+) Error: -16%
+Graph: u1k_125k, Estimate: 5975, Runtime: 4804, hit (+) Error: -19%
+Graph: u1k_250k, Estimate: 11258, Runtime: 11631, hit (-) Error: 3%
+Graph: u2k_200k, Estimate: 19558, Runtime: 12619, miss (+) Error: -34%
+Graph: u2k_500k, Estimate: 44838, Runtime: 36952, hit (+) Error: -17%
+Graph: u2k_1m, Estimate: 86979, Runtime: 93510, hit (-) Error: 8%
+Graph: a1k_50k, Estimate: 991, Runtime: 1060, hit (-) Error: 7%
+Graph: a1k_125k, Estimate: 2096, Runtime: 2258, hit (-) Error: 8%
+Graph: a1k_250k, Estimate: 3894, Runtime: 4670, hit (-) Error: 20%
+Graph: a2k_200k, Estimate: 6765, Runtime: 5505, hit (+) Error: -18%
+Graph: a2k_500k, Estimate: 15353, Runtime: 15919, hit (-) Error: 4%
+Graph: a2k_1m, Estimate: 29565, Runtime: 36342, miss (-) Error: 23%
+Graph: w1k_1k, Estimate: 966, Runtime: 945, hit (+) Error: -1%
+Graph: x10k, Estimate: 71342, Runtime: 20499, miss (+) Error: -70%
+Hits: 32
+Average Error: 23%
+
+
+Best Parameter Values (32/50):
+ Startup: 25
+ LoadX: 12
+ Rule App: 42
+ Result: 671
+
+Wed May 1 21:53:27 CEST 2019
diff --git a/opt/estimate_data.csv b/opt/estimate_data.csv
index 74d3b09..15ec510 100644
--- a/opt/estimate_data.csv
+++ b/opt/estimate_data.csv
@@ -185,6 +185,9 @@
"mariadb","tcff","i","b17","131071","131070","1966082","1966082","16","3041"
"mariadb","tcff","i","b18","262143","262142","4194306","4194306","17","17804"
"mariadb","tcff","i","b19","524287","524286","8912898","8912898","18","112167"
+"mariadb","tcff","i","v17","131071","131070","1966082","1966082","16","2967"
+"mariadb","tcff","i","v18","262143","262142","4194306","4194306","17","17307"
+"mariadb","tcff","i","v19","524287","524286","8912898","8912898","18","109384"
"mariadb","tcff","i","y500_4k","4500","4499","9998000","9998000","4000","148951"
"mariadb","tcff","i","y500_8k","8500","8499","35996000","35996000","8000","836356"
"mariadb","tcff","i","y1k_4k","5000","4999","11998000","11998000","4000","197292"
--
GitLab