Some explanations

A solver is run under the control of another program named runsolver. runsolver is in charge of imposing the CPU time limit and the memory limit to the solver. It also monitors some information about the process. The trace of the execution of a solver is divided in four parts:
  1. LAUNCHER DATA
    These informations are related to the script which will launch the solver. The most important informations are the command line given to the solver, the md5sum of the different files and the dump of the /proc/cpuinfo and /proc/meminfo which provide some useful information on the computer.
  2. SOLVER DATA
    This is the output of the solver (stdout and stderr).
  3. WATCHER DATA
    This is the informations gathered by the runsolver program. It first prints the different limits. There's a first limit on CPU time set to 1200 seconds. After this time has ellapsed, runsolver sends a SIGTERM and 2 seconds later a SIGKILL to the solver. For safety, there's also another limit set to 1230 seconds which will send a SIGXPU to the solver. The last limit is on the virtual memory used by the process (900Mb).
    Every ten seconds, the runsolver process fetches the content of /proc/loadavg, /proc/pid/stat and /proc/pid/statm (see man proc) and prints it as raw data. This is only recorded in case we need to investigate the behaviour of a solver. The memory used by the solver (vsize) is also given every ten seconds.
    When the solver exits, runsolver prints some informations such as status and time. CPU usage is the ratio CPU Time/Real Time.
  4. VERIFIER DATA
    The output of the solver is piped to a verifier program which will search a value line "v " and, if found, will check that the given interpretation satisfies all constraints.

General information on the benchmark

Namenormalized-opb/submitted/manquinho/primes-dimacs-cnf/normalized-jnh210.opb
MD5SUM536a635f83fc17dc00978c285b2ea8e6
Bench Categoryoptimization, small integers (OPTSMALLINT)
Has Objective FunctionYES
SatisfiableYES
(Un)Satisfiability was provedYES
Best value of the objective function 88
Optimality of the best value was proved NO
Number of terms in the objective function 200
Biggest coefficient in the objective function 1
Number of bits for the biggest coefficient in the objective function 1
Sum of the numbers in the objective function 200
Number of bits of the sum of numbers in the objective function 8
Biggest number in a constraint 1
Number of bits of the biggest number in a constraint 1
Biggest sum of numbers in a constraint 200
Number of bits of the biggest sum of numbers8
Best result obtained on this benchmarkSAT
Best CPU time to get the best result obtained on this benchmark0.694894
Number of variables200
Total number of constraints900
Number of constraints which are clauses900
Number of constraints which are cardinality constraints (but not clauses)0
Number of constraints which are nor clauses,nor cardinality constraints0
Minimum length of a constraint2
Maximum length of a constraint10

Trace number 4328

#### BEGIN LAUNCHER DATA ####
LAUNCH ON wulflinc24 THE 2005-04-13 16:45:33 (client local time)
PB2005-SCRIPT v4.0 
MARKUPS: idlaunch=1665 boxname=wulflinc24 idbench=185 idsolver=9 numberseed=0
MD5SUM SOLVER: daf345f6fbf228671abfac48013b9cac  /oldhome/oroussel/solvers/sat4jPseudo.jar
MD5SUM BENCH:  536a635f83fc17dc00978c285b2ea8e6  /oldhome/oroussel/tmp/wulflinc24/normalized-jnh210.opb
REAL COMMAND:  java -server -Xms650M -Xmx650M -jar /oldhome/oroussel/solvers/sat4jPseudo.jar /oldhome/oroussel/tmp/wulflinc24/normalized-jnh210.opb
IDLAUNCH: 1665
/proc/cpuinfo:
processor	: 0
vendor_id	: GenuineIntel
cpu family	: 6
model		: 7
model name	: Pentium III (Katmai)
stepping	: 3
cpu MHz		: 451.080
cache size	: 512 KB
fdiv_bug	: no
hlt_bug		: no
f00f_bug	: no
coma_bug	: no
fpu		: yes
fpu_exception	: yes
cpuid level	: 2
wp		: yes
flags		: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 mmx fxsr sse
bogomips	: 890.88

processor	: 1
vendor_id	: GenuineIntel
cpu family	: 6
model		: 7
model name	: Pentium III (Katmai)
stepping	: 3
cpu MHz		: 451.080
cache size	: 512 KB
fdiv_bug	: no
hlt_bug		: no
f00f_bug	: no
coma_bug	: no
fpu		: yes
fpu_exception	: yes
cpuid level	: 2
wp		: yes
flags		: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 mmx fxsr sse
bogomips	: 899.07

/proc/meminfo:
MemTotal:      1034660 kB
MemFree:        877664 kB
Buffers:         32232 kB
Cached:          82600 kB
SwapCached:       3828 kB
Active:          40816 kB
Inactive:        80640 kB
HighTotal:      131008 kB
HighFree:        46144 kB
LowTotal:       903652 kB
LowFree:        831520 kB
SwapTotal:     2097892 kB
SwapFree:      2094064 kB
Dirty:              40 kB
Writeback:           0 kB
Mapped:           6924 kB
Slab:            29960 kB
Committed_AS:    63484 kB
PageTables:        316 kB
VmallocTotal:   114680 kB
VmallocUsed:      1368 kB
VmallocChunk:   113252 kB
JOB ENDED THE 2005-04-13 16:50:21 (client local time) WITH STATUS 30 IN  SECONDS
stats: 1665 0  30
#### END LAUNCHER DATA ####
#### BEGIN SOLVER DATA ####
c solving /oldhome/oroussel/tmp/wulflinc24/normalized-jnh210.opb
c reading problem 
c [nbvar=200]
c [nbconstr=900]
c time 1.732
c #vars     200
c #clauses  900
c starts	: 0
c conflicts	: 0
c decisions	: 0
c propagations	: 0
c inspects	: 0
c learned literals	: 0
c learned binary clauses	: 0
c learned ternary clauses	: 0
c learned clauses	: 0
c root simplifications	: 0
c SATISFIABLE
c OPTIMIZING...
c 
c CURRENT OPTIMUM=94
c Current CPU time (ms) : 2.548
c starts	: 1
c conflicts	: 1
c decisions	: 14
c propagations	: 265
c inspects	: 1535
c learned literals	: 0
c learned binary clauses	: 0
c learned ternary clauses	: 0
c learned clauses	: 1
c root simplifications	: 1
c 
c CURRENT OPTIMUM=92
c Current CPU time (ms) : 3.579
c starts	: 2
c conflicts	: 4
c decisions	: 34
c propagations	: 589
c inspects	: 2827
c learned literals	: 1
c learned binary clauses	: 0
c learned ternary clauses	: 0
c learned clauses	: 3
c root simplifications	: 3
c 
c CURRENT OPTIMUM=91
c Current CPU time (ms) : 17.668
c starts	: 4
c conflicts	: 155
c decisions	: 380
c propagations	: 4488
c inspects	: 47853
c learned literals	: 1
c learned binary clauses	: 0
c learned ternary clauses	: 1
c learned clauses	: 154
c root simplifications	: 5
c 
c CURRENT OPTIMUM=90
c Current CPU time (ms) : 22.774
c starts	: 5
c conflicts	: 213
c decisions	: 543
c propagations	: 6282
c inspects	: 87362
c learned literals	: 1
c learned binary clauses	: 1
c learned ternary clauses	: 1
c learned clauses	: 212
c root simplifications	: 6
c 
c CURRENT OPTIMUM=89
c Current CPU time (ms) : 30.721
c starts	: 6
c conflicts	: 296
c decisions	: 717
c propagations	: 7687
c inspects	: 124963
c learned literals	: 1
c learned binary clauses	: 1
c learned ternary clauses	: 1
c learned clauses	: 295
c root simplifications	: 7
c 
c CURRENT OPTIMUM=88
c Current CPU time (ms) : 45.638
c starts	: 8
c conflicts	: 415
c decisions	: 979
c propagations	: 9538
c inspects	: 198523
c learned literals	: 1
c learned binary clauses	: 1
c learned ternary clauses	: 1
c learned clauses	: 414
c root simplifications	: 9
c Total CPU time (ms) : 286.917
c 
s OPTIMUM FOUND
v -x1 x2 -x3 x4 -x5 x6 -x7 x8 x9 -x10 -x11 -x12 -x13 x14 x15 -x16 -x17 x18 -x19 x20 -x21 x22 x23 -x24 -x25 x26 -x27 -x28 x29 -x30 -x31 -x32 x33 -x34 x35 -x36 -x37 x38 -x39 x40 -x41 x42 -x43 x44 -x45 -x46 x47 -x48 x49 -x50 x51 -x52 -x53 -x54 x55 -x56 -x57 x58 x59 -x60 -x61 x62 x63 -x64 -x65 -x66 -x67 x68 x69 -x70 x71 -x72 -x73 x74 -x75 x76 x77 -x78 -x79 x80 x81 -x82 x83 -x84 x85 -x86 -x87 x88 x89 -x90 -x91 x92 -x93 x94 x95 -x96 -x97 x98 x99 -x100 -x101 x102 x103 -x104 x105 -x106 x107 -x108 x109 -x110 x111 -x112 x113 -x114 x115 -x116 -x117 x118 -x119 x120 x121 -x122 -x123 x124 x125 -x126 x127 -x128 -x129 x130 -x131 -x132 x133 -x134 -x135 x136 -x137 x138 -x139 x140 x141 -x142 x143 -x144 -x145 x146 x147 -x148 x149 -x150 x151 -x152 x153 -x154 -x155 x156 -x157 x158 x159 -x160 x161 -x162 -x163 x164 x165 -x166 x167 -x168 -x169 x170 x171 -x172 -x173 x174 x175 -x176 x177 -x178 -x179 -x180 -x181 -x182 -x183 -x184 x185 -x186 -x187 -x188 x189 -x190 x191 -x192 x193 -x194 -x195 x196 x197 -x198 -x199 -x200 
c objectif function=88
#### END SOLVER DATA ####
#### BEGIN WATCHER DATA ####
Enforcing CPU limit (will send SIGTERM then SIGKILL): 1200 seconds
Enforcing CPUTime (will send SIGXCPU) limit: 1230 seconds
Enforcing VSIZE limit: 943718400 bytes
Raw data (loadavg): 1.43 1.18 1.01 2/54 29803
Raw data (stat): 29803 (runsolver) R 29802 28546 28545 0 -1 64 4 0 0 0 0 0 0 0 19 0 1 0 477490952 1052672 99 4294967295 134512640 135381576 3221224448 3221219696 135158418 0 2147483391 7 90112 0 0 0 17 0 0 0
Raw data (statm): 257 99 215 215 0 42 0
vsize: 1028
[startup+10.0007 s]
Raw data (loadavg): 1.67 1.24 1.03 3/64 29815
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18130 4 1 0 552 43 0 0 25 0 11 0 477490952 870563840 22538 4294967295 134512640 134569956 3221224416 3221214684 1080204176 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212540 22538 13073 16 0 212524 0
vsize: 850160
[startup+20.0012 s]
Raw data (loadavg): 1.57 1.23 1.02 2/64 29816
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18132 4 1 0 1458 43 0 0 25 0 11 0 477490952 869285888 22824 4294967295 134512640 134569956 3221224416 3221214792 1131283737 0 4 3 23756 0 0 0 17 1 0 0
Raw data (statm): 212228 22824 13073 16 0 212212 0
vsize: 848912
[startup+30.0052 s]
Raw data (loadavg): 1.48 1.22 1.02 2/64 29817
Raw data (stat): 29803 (java) S 29802 28546 28545 0 -1 0 18132 4 1 0 2400 43 0 0 25 0 11 0 477490952 869285888 23358 4294967295 134512640 134569956 3221224416 3221213440 1073943035 0 4 3 23756 0 0 0 17 1 0 0
Raw data (statm): 212228 23358 13073 16 0 212212 0
vsize: 848912
[startup+40.0057 s]
Raw data (loadavg): 1.41 1.21 1.02 2/64 29818
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18133 4 1 0 3322 44 0 0 25 0 11 0 477490952 869285888 23896 4294967295 134512640 134569956 3221224416 3221214884 1080204256 0 4 3 23756 0 0 0 17 1 0 0
Raw data (statm): 212228 23896 13073 16 0 212212 0
vsize: 848912
[startup+50.0063 s]
Raw data (loadavg): 1.34 1.21 1.02 2/64 29819
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18133 4 1 0 4241 44 0 0 25 0 11 0 477490952 869285888 24034 4294967295 134512640 134569956 3221224416 3221214848 1131467338 0 4 3 23756 0 0 0 17 1 0 0
Raw data (statm): 212228 24034 13073 16 0 212212 0
vsize: 848912
[startup+60.006 s]
Raw data (loadavg): 1.29 1.20 1.02 2/64 29819
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18133 4 1 0 5159 44 0 0 25 0 11 0 477490952 869285888 24258 4294967295 134512640 134569956 3221224416 3221214648 1131216069 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212228 24258 13073 16 0 212212 0
vsize: 848912
[startup+70.0067 s]
Raw data (loadavg): 1.24 1.19 1.02 2/64 29819
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18133 4 1 0 6091 45 0 0 25 0 11 0 477490952 869285888 24468 4294967295 134512640 134569956 3221224416 3221214648 1131216576 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212228 24468 13073 16 0 212212 0
vsize: 848912
[startup+80.0074 s]
Raw data (loadavg): 1.21 1.19 1.02 2/64 29819
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18133 4 1 0 7025 45 0 0 25 0 11 0 477490952 869285888 24734 4294967295 134512640 134569956 3221224416 3221214744 1131283744 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212228 24734 13073 16 0 212212 0
vsize: 848912
[startup+90.0081 s]
Raw data (loadavg): 1.17 1.18 1.02 2/64 29819
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18133 4 1 0 7969 46 0 0 25 0 11 0 477490952 869285888 24937 4294967295 134512640 134569956 3221224416 3221214648 1131216937 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212228 24937 13073 16 0 212212 0
vsize: 848912
[startup+100.009 s]
Raw data (loadavg): 1.15 1.17 1.02 2/64 29819
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18133 4 1 0 8917 46 0 0 25 0 11 0 477490952 869285888 25139 4294967295 134512640 134569956 3221224416 3221214744 1131283805 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212228 25139 13073 16 0 212212 0
vsize: 848912
[startup+110.009 s]
Raw data (loadavg): 1.12 1.17 1.02 2/64 29819
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18133 4 1 0 9877 46 0 0 25 0 11 0 477490952 869285888 25276 4294967295 134512640 134569956 3221224416 3221214744 1131283805 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212228 25276 13073 16 0 212212 0
vsize: 848912
[startup+120.01 s]
Raw data (loadavg): 1.10 1.16 1.02 2/64 29819
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18133 4 1 0 10842 46 0 0 25 0 11 0 477490952 869285888 25395 4294967295 134512640 134569956 3221224416 3221214648 1131217031 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212228 25395 13073 16 0 212212 0
vsize: 848912
[startup+130.011 s]
Raw data (loadavg): 1.09 1.16 1.01 2/64 29819
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18133 4 1 0 11809 47 0 0 25 0 11 0 477490952 869285888 25537 4294967295 134512640 134569956 3221224416 3221214744 1131284696 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212228 25537 13073 16 0 212212 0
vsize: 848912
[startup+140.011 s]
Raw data (loadavg): 1.07 1.15 1.01 2/64 29819
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18133 4 1 0 12778 47 0 0 25 0 11 0 477490952 869285888 25608 4294967295 134512640 134569956 3221224416 3221214648 1131216167 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212228 25608 13073 16 0 212212 0
vsize: 848912
[startup+150.012 s]
Raw data (loadavg): 1.06 1.14 1.01 2/64 29819
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18133 4 1 0 13738 48 0 0 25 0 11 0 477490952 869285888 25650 4294967295 134512640 134569956 3221224416 3221214544 1131259067 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212228 25650 13073 16 0 212212 0
vsize: 848912
[startup+160.012 s]
Raw data (loadavg): 1.05 1.14 1.01 2/64 29819
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18133 4 1 0 14700 48 0 0 25 0 11 0 477490952 869285888 25707 4294967295 134512640 134569956 3221224416 3221214648 1131217108 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212228 25707 13073 16 0 212212 0
vsize: 848912
[startup+170.013 s]
Raw data (loadavg): 1.04 1.13 1.01 2/64 29819
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18133 4 1 0 15657 49 0 0 25 0 11 0 477490952 869285888 25823 4294967295 134512640 134569956 3221224416 3221214648 1131216728 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212228 25823 13073 16 0 212212 0
vsize: 848912
[startup+180.013 s]
Raw data (loadavg): 1.04 1.13 1.01 2/64 29819
Raw data (stat): 29803 (java) S 29802 28546 28545 0 -1 0 18133 4 1 0 16618 49 0 0 25 0 11 0 477490952 869285888 25958 4294967295 134512640 134569956 3221224416 3221213392 1073943035 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212228 25958 13073 16 0 212212 0
vsize: 848912
[startup+190.015 s]
Raw data (loadavg): 1.03 1.12 1.01 2/64 29819
Raw data (stat): 29803 (java) S 29802 28546 28545 0 -1 0 18133 4 1 0 17584 49 0 0 25 0 11 0 477490952 869285888 26078 4294967295 134512640 134569956 3221224416 3221213352 1073943035 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212228 26078 13073 16 0 212212 0
vsize: 848912
[startup+200.016 s]
Raw data (loadavg): 1.02 1.12 1.01 2/64 29819
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18133 4 1 0 18552 50 0 0 25 0 11 0 477490952 869285888 26160 4294967295 134512640 134569956 3221224416 3221214744 1131283805 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212228 26160 13073 16 0 212212 0
vsize: 848912
[startup+210.016 s]
Raw data (loadavg): 1.02 1.12 1.01 2/64 29819
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18134 4 1 0 19520 50 0 0 25 0 11 0 477490952 869285888 26246 4294967295 134512640 134569956 3221224416 3221214648 1131216260 0 4 3 23756 0 0 0 17 1 0 0
Raw data (statm): 212228 26246 13073 16 0 212212 0
vsize: 848912
[startup+220.017 s]
Raw data (loadavg): 1.02 1.11 1.01 2/64 29819
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18134 4 1 0 20490 50 0 0 25 0 11 0 477490952 869285888 26318 4294967295 134512640 134569956 3221224416 3221214712 1131208003 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212228 26318 13073 16 0 212212 0
vsize: 848912
[startup+230.018 s]
Raw data (loadavg): 1.01 1.11 1.00 2/64 29819
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18134 4 1 0 21462 50 0 0 25 0 11 0 477490952 869285888 26418 4294967295 134512640 134569956 3221224416 3221214744 1131283824 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212228 26418 13073 16 0 212212 0
vsize: 848912
[startup+240.018 s]
Raw data (loadavg): 1.01 1.10 1.00 2/64 29819
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18134 4 1 0 22440 50 0 0 25 0 11 0 477490952 869285888 26491 4294967295 134512640 134569956 3221224416 3221214904 1131220633 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212228 26491 13073 16 0 212212 0
vsize: 848912
[startup+250.019 s]
Raw data (loadavg): 1.01 1.10 1.00 2/64 29819
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18134 4 1 0 23420 51 0 0 25 0 11 0 477490952 869285888 26546 4294967295 134512640 134569956 3221224416 3221214648 1131216477 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212228 26546 13073 16 0 212212 0
vsize: 848912
[startup+260.02 s]
Raw data (loadavg): 1.01 1.10 1.00 2/64 29819
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18134 4 1 0 24402 51 0 0 25 0 11 0 477490952 869285888 26619 4294967295 134512640 134569956 3221224416 3221214648 1131216061 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212228 26619 13073 16 0 212212 0
vsize: 848912
[startup+270.02 s]
Raw data (loadavg): 1.01 1.09 1.00 2/64 29819
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18134 4 1 0 25384 51 0 0 25 0 11 0 477490952 869285888 26638 4294967295 134512640 134569956 3221224416 3221214648 1131216159 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212228 26638 13073 16 0 212212 0
vsize: 848912
[startup+280.02 s]
Raw data (loadavg): 1.00 1.09 1.00 2/64 29819
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18134 4 1 0 26365 52 0 0 19 0 11 0 477490952 869285888 26672 4294967295 134512640 134569956 3221224416 3221214648 1131216703 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212228 26672 13073 16 0 212212 0
vsize: 848912
[startup+287.672 s]
Raw data (loadavg): 1.00 1.09 1.00 1/53 29820
Raw data (stat): 29803 (java) R 29802 28546 28545 0 -1 0 18134 4 1 0 26365 52 0 0 19 0 11 0 477490952 869285888 26672 4294967295 134512640 134569956 3221224416 3221214648 1131216703 0 4 3 23756 0 0 0 17 0 0 0
Raw data (statm): 212228 26672 13073 16 0 212212 0
vsize: 0

Child status: 30
Real time (s): 287.672
CPU time (s): 301.196
CPU user time (s): 300.149
CPU system time (s): 1.04684
CPU usage (%): 104.701
Max. virtual memory (Kb): 850160
#### END WATCHER DATA ####
#### BEGIN VERIFIER DATA ####
Verifier:	OK	88
#### END VERIFIER DATA ####