ofsdev

Institution Clemson University
Client Procs Per Node
Client Operating System Oracle Linux
Client Operating System Version 7.5
Client Kernel Version 3.10.0-862.14.4.el7.x86_64

DATA SERVER

Storage Type HDD
Volatile Memory 16GB
Storage Interface SAS
Network InfiniBand FDR
Software Version 2.10.5
OS Version 7.5

INFORMATION

Client Nodes 16
Client Total Procs 16
Metadata Nodes 16
Metadata Storage Devices 2
Data Nodes 16
Data Storage Devices 12

METADATA

Easy Write 10.02 kIOP/s
Easy Stat 16.38 kIOP/s
Easy Delete 13.26 kIOP/s
Hard Write 7.08 kIOP/s
Hard Read 5.97 kIOP/s
Hard Stat 32.52 kIOP/s
Hard Delete 13.84 kIOP/s

Submitted Files

io500
#!/bin/bash
#
# INSTRUCTIONS:
# Edit this file as needed for your machine.
# This simplified version is just for running on a single node.
# It is a simplified version of the site-configs/sandia/startup.sh which include SLURM directives.
# Most of the variables set in here are needed for io500_fixed.sh which gets sourced at the end of this.
# Please also edit 'extra_description' function.
#set -x

if [ "$1" == "" ]
then
	SCALE=1
else
	SCALE=$1
fi


NP=$(( $SCALE * 16 ))

echo "$SCALE processes per node for $NP processes."

set -euo pipefail  # better error handling

export OFS_MOUNT=/mnt/lustre/jburto2

# turn these to True successively while you debug and tune this benchmark.
# for each one that you turn to true, go and edit the appropriate function.
# to find the function name, see the 'main' function.
# These are listed in the order that they run.
io500_run_ior_easy="True" # does the write phase and enables the subsequent read
io500_run_md_easy="True"  # does the creat phase and enables the subsequent stat
io500_run_ior_hard="True" # does the write phase and enables the subsequent read
io500_run_md_hard="True"  # does the creat phase and enables the subsequent read
io500_run_find="True"     
io500_run_ior_easy_read="True"
io500_run_md_easy_stat="True"
io500_run_ior_hard_read="True"
io500_run_md_hard_stat="True"
io500_run_md_hard_read="True"  
io500_run_md_easy_delete="True" # turn this off if you want to just run find by itself
io500_run_md_hard_delete="True" # turn this off if you want to just run find by itself
io500_run_mdreal="True"  # this one is optional
io500_cleanup_workdir="False"  # this flag is currently ignored. You'll need to clean up your data files manually if you want to.
io500_stonewall_timer=300 # Stonewalling timer, stop with wearout after 300s with default test, set to 0, if you never want to abort...


# to run this benchmark, find and edit each of these functions.
# please also edit 'extra_description' function to help us collect the required data.
function main {
  setup_directories
  setup_paths    
  setup_ior_easy # required if you want a complete score
  setup_ior_hard # required if you want a complete score
  setup_mdt_easy # required if you want a complete score
  setup_mdt_hard # required if you want a complete score
  setup_find     # required if you want a complete score
  setup_mdreal   # optional
  run_benchmarks
}

function setup_directories {
  # set directories for where the benchmark files are created and where the results will go.
  # If you want to set up stripe tuning on your output directories or anything similar, then this is good place to do it. 
  timestamp=`date +%Y.%m.%d-%H.%M.%S`           # create a uniquifier
  io500_workdir=$OFS_MOUNT/io500/datafiles/io500.$timestamp # directory where the data will be stored
  io500_result_dir=$PWD/results/$timestamp      # the directory where the output results will be kept

  mkdir -p $io500_workdir $io500_result_dir
  mkdir -p ${io500_workdir}/ior_easy ${io500_workdir}/ior_hard 
  #mkdir -p ${io500_workdir}/mdt_easy ${io500_workdir}/mdt_hard

# for ior_easy, large chunks, as few targets as will allow the files to be evenly spread.
  lfs setstripe -c 1 ${io500_workdir}/ior_easy  # turn off striping for ior_easy
# stripe across all OSTs for ior_hard, 64k chunksize
  lfs setstripe -c -1 -S 256k ${io500_workdir}/ior_hard 
#  lfs setstripe -c -1 -S 64k ${io500_workdir}/ior_hard 
# Enable DNE2
# https://lustre.ornl.gov/ecosystem-2016/documents/papers/LustreEco2016-Simmons-DNE.pdf 
  lfs setdirstripe -c 16 ${io500_workdir}/mdt_easy
  lfs setdirstripe -c 16 ${io500_workdir}/mdt_hard
  echo "Stripes set"
}

function setup_paths {
  # Set the paths to the binaries.  If you ran ./utilities/prepare.sh successfully, then binaries are in ./bin/
  io500_ior_cmd=$PWD/bin/ior
  io500_mdtest_cmd=$PWD/bin/mdtest
  io500_mdreal_cmd=$PWD/bin/md-real-io
  io500_mpi_prefix="/usr/lib64/openmpi"
  #io500_mpi_prefix="/home/jburto2/openmpi/1.10.7"
  io500_mpirun="$io500_mpi_prefix/bin/mpirun"

  # Run OpenMPI over IB to keep the ethernet network clear for data. Map by node to balance processes.
  # The I/O 500 benchmarks are not heavy on interprocess communication.
  io500_mpiargs="-np $NP --mca btl_tcp_if_exclude ib0 --mca btl ^openib --map-by node --machinefile /home/jburto2/pvfsnodelistmpi --prefix $io500_mpi_prefix"
}

function setup_ior_easy {
# 2M writes, 240 GB per proc, file per proc. 
  io500_ior_easy_size=$((300 * 1024 / $SCALE))
  io500_ior_easy_params="-t 4m -b ${io500_ior_easy_size}m -F -a MPIIO"
   
}

function setup_mdt_easy {
# one level, 11 directories, unique dir per thread, files only at leaves.
# BeeGFS doesn't have distributed directories, so more directories = better distribution. 
#  io500_mdtest_easy_params="-z 1 -b 6 -u -L" 
  io500_mdtest_easy_params="-u -L" 
  io500_mdtest_easy_files_per_proc=$((1280000 / $SCALE ))
}

function setup_ior_hard {
  if [ "$SCALE" == "1" ] 
  then
  	io500_ior_hard_writes_per_proc=128000
  else	
  	io500_ior_hard_writes_per_proc=$(( 128000 / $SCALE ))
  fi

  io500_ior_hard_other_options=" -a MPIIO"

}

function setup_mdt_hard {
  io500_mdtest_hard_files_per_proc="$(( 500000 / $SCALE ))"
  io500_mdtest_files_per_proc=$(( 500000 / $SCALE )) 
  io500_mdtest_hard_other_options=""
}

function setup_find {
  #
  # setup the find command. This is an area where innovation is allowed.
  #    There are three default options provided. One is a serial find, one is python
  #    parallel version, one is C parallel version.  Current default is to use serial.
  #    But it is very slow. We recommend to either customize or use the C parallel version.
  #    For GPFS, we recommend to use the provided mmfind wrapper described below.
  #    Instructions below.
  #    If a custom approach is used, please provide enough info so others can reproduce.

  # the serial version that should run (SLOWLY) without modification
  #io500_find_mpi="False"
  #io500_find_cmd=$PWD/bin/sfind.sh
  #io500_find_cmd_args=""

  # a parallel version in C, the -s adds a stonewall
  #   for a real run, turn -s (stonewall) off or set it at 300 or more
  #   to prepare this (assuming you've run ./utilities/prepare.sh already):
  #   > cd build/pfind
  #   > ./prepare.sh
  #   > ./compile.sh
  #   > cp pfind ../../bin/ 
  #   If you use io500_find_mpi="True", then this will run with the same
  #   number of MPI nodes and ranks as the other phases.
  #   If you prefer another number, and fewer might be better here,
  #   Then you can set io500_find_mpi to be "False" and write a wrapper
  #   script for this which sets up MPI as you would like.  Then change
  #   io500_find_cmd to point to your wrapper script. 
  io500_find_mpi="True"
  io500_find_cmd="$PWD/bin/pfind"
  io500_find_cmd_args="-s 10000 -r $io500_result_dir/pfind_results"
  
  # for GPFS systems, you should probably use the provided mmfind wrapper 
  # if you used ./utilities/prepare.sh, you'll find this wrapper in ./bin/mmfind.sh
  #io500_find_mpi="False"
  #io500_find_cmd="$PWD/bin/mmfind.sh"
  #io500_find_cmd_args=""
}

function setup_mdreal {
  io500_mdreal_params="-P=5000 -I=1000"
}

function run_benchmarks {
  # Important: source the io500_fixed.sh script.  Do not change it. If you discover
  # a need to change it, please email the mailing list to discuss
  source ./bin/io500_fixed.sh 2>&1 | tee $io500_result_dir/io-500-summary.$timestamp.txt
}

# Add key/value pairs defining your system 
# Feel free to add extra ones if you'd like
function extra_description {
  # top level info
  io500_info_system_name='Palmetto ofstest'      # e.g. Oakforest-PACS
  io500_info_institute_name='Clemson University'   # e.g. JCAHPC
  io500_info_storage_age_in_months='0' # not install date but age since last refresh
  io500_info_storage_install_date='4/12'  # MM/YY
  io500_info_filesysem='Lustre'     # e.g. BeeGFS, DataWarp, GPFS, IME, Lustre
  io500_info_filesystem_version='2.10.5'
  # client side info
  io500_info_num_client_nodes="$(( ${SCALE} * 16 ))"
  io500_info_procs_per_node="1"
  # server side info
  io500_info_num_metadata_server_nodes='16'
  io500_info_num_data_server_nodes='16'
  io500_info_num_data_storage_devices='160'  # if you have 5 data servers, and each has 5 drives, then this number is 25
  io500_info_num_metadata_storage_devices='32'  # if you have 2 metadata servers, and each has 5 drives, then this number is 10
  io500_info_data_storage_type='HDD' # HDD, SSD, persistent memory, etc, feel free to put specific models
  io500_info_metadata_storage_type='SSD' # HDD, SSD, persistent memory, etc, feel free to put specific models
  io500_info_storage_network='infiniband' # infiniband, omnipath, ethernet, etc
  io500_info_storage_interface='SAS' # SAS, SATA, NVMe, etc
  # miscellaneous
  io500_info_whatever='infiniband'
}

main
ior_easy_read
IOR-3.2.0: MPI Coordinated Test of Parallel I/O
Began               : Thu Nov  8 12:30:00 2018
Command line        : /home/jburto2/io-500-dev/bin/ior -r -R -C -Q 1 -g -G 27 -k -e -t 4m -b 307200m -F -a MPIIO -o /mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/ior_easy/ior_file_easy -O stoneWallingStatusFile=/mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/ior_easy/stonewall
Machine             : Linux pvfs017-ib0.palmetto.clemson.edu
TestID              : 0
StartTime           : Thu Nov  8 12:30:00 2018
Path                : /mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/ior_easy
FS                  : 144.2 TiB   Used FS: 5.6%   Inodes: 290.9 Mi   Used Inodes: 2.0%

Options: 
api                 : MPIIO
apiVersion          : (3.0)
test filename       : /mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/ior_easy/ior_file_easy
access              : file-per-process
type                : independent
segments            : 1
ordering in a file  : sequential
ordering inter file : constant task offset
task offset         : 1
tasks               : 16
clients per node    : 1
repetitions         : 1
xfersize            : 4 MiB
blocksize           : 300 GiB
aggregate filesize  : 4.69 TiB

Results: 

access    bw(MiB/s)  block(KiB) xfer(KiB)  open(s)    wr/rd(s)   close(s)   total(s)   iter
------    ---------  ---------- ---------  --------   --------   --------   --------   ----
WARNING: Expected aggregate file size       = 5153960755200.
WARNING: Stat() of aggregate file size      = 4267855314944.
WARNING: Using actual aggregate bytes moved = 4267855314944.
read      10183      314572800  4096       0.010436   399.70     0.027063   399.72     0   
Max Read:  10182.57 MiB/sec (10677.19 MB/sec)

Summary of all tests:
Operation   Max(MiB)   Min(MiB)  Mean(MiB)     StdDev   Max(OPs)   Min(OPs)  Mean(OPs)     StdDev    Mean(s) Test# #Tasks tPN reps fPP reord reordoff reordrand seed segcnt   blksiz    xsize aggs(MiB)   API RefNum
read        10182.57   10182.57   10182.57       0.00    2545.64    2545.64    2545.64       0.00  399.71696     0     16   1    1   1     1        1         0    0      1 322122547200  4194304 4070144.0 MPIIO      0
Finished            : Thu Nov  8 12:36:40 2018
ior_easy_write
IOR-3.2.0: MPI Coordinated Test of Parallel I/O
Began               : Thu Nov  8 12:02:36 2018
Command line        : /home/jburto2/io-500-dev/bin/ior -w -C -Q 1 -g -G 27 -k -e -t 4m -b 307200m -F -a MPIIO -o /mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/ior_easy/ior_file_easy -O stoneWallingStatusFile=/mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/ior_easy/stonewall -O stoneWallingWearOut=1 -D 300
Machine             : Linux pvfs017-ib0.palmetto.clemson.edu
TestID              : 0
StartTime           : Thu Nov  8 12:02:36 2018
Path                : /mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/ior_easy
FS                  : 144.2 TiB   Used FS: 2.9%   Inodes: 290.9 Mi   Used Inodes: 0.0%

Options: 
api                 : MPIIO
apiVersion          : (3.0)
test filename       : /mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/ior_easy/ior_file_easy
access              : file-per-process
type                : independent
segments            : 1
ordering in a file  : sequential
ordering inter file : constant task offset
task offset         : 1
tasks               : 16
clients per node    : 1
repetitions         : 1
xfersize            : 4 MiB
blocksize           : 300 GiB
aggregate filesize  : 4.69 TiB
stonewallingTime    : 300
stoneWallingWearOut : 1

Results: 

access    bw(MiB/s)  block(KiB) xfer(KiB)  open(s)    wr/rd(s)   close(s)   total(s)   iter
------    ---------  ---------- ---------  --------   --------   --------   --------   ----
stonewalling pairs accessed min: 52811 max: 63596 -- min data: 206.3 GiB mean data: 230.7 GiB time: 300.0s
WARNING: Expected aggregate file size       = 5153960755200.
WARNING: Stat() of aggregate file size      = 4267855314944.
WARNING: Using actual aggregate bytes moved = 4267855314944.
WARNING: maybe caused by deadlineForStonewalling
write     11084      314572800  4096       0.002418   367.17     0.039572   367.21     0   
Max Write: 11083.95 MiB/sec (11622.36 MB/sec)

Summary of all tests:
Operation   Max(MiB)   Min(MiB)  Mean(MiB)     StdDev   Max(OPs)   Min(OPs)  Mean(OPs)     StdDev    Mean(s) Test# #Tasks tPN reps fPP reord reordoff reordrand seed segcnt   blksiz    xsize aggs(MiB)   API RefNum
write       11083.95   11083.95   11083.95       0.00    2770.99    2770.99    2770.99       0.00  367.21064     0     16   1    1   1     1        1         0    0      1 322122547200  4194304 4070144.0 MPIIO      0
Finished            : Thu Nov  8 12:08:43 2018
ior_hard_read
IOR-3.2.0: MPI Coordinated Test of Parallel I/O
Began               : Thu Nov  8 12:40:26 2018
Command line        : /home/jburto2/io-500-dev/bin/ior -r -R -C -Q 1 -g -G 27 -k -e -t 47008 -b 47008 -s 128000 -a MPIIO -o /mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/ior_hard/IOR_file -O stoneWallingStatusFile=/mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/ior_hard/stonewall
Machine             : Linux pvfs017-ib0.palmetto.clemson.edu
TestID              : 0
StartTime           : Thu Nov  8 12:40:26 2018
Path                : /mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/ior_hard
FS                  : 144.2 TiB   Used FS: 5.6%   Inodes: 290.9 Mi   Used Inodes: 2.0%

Options: 
api                 : MPIIO
apiVersion          : (3.0)
test filename       : /mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/ior_hard/IOR_file
access              : single-shared-file
type                : independent
segments            : 128000
ordering in a file  : sequential
ordering inter file : constant task offset
task offset         : 1
tasks               : 16
clients per node    : 1
repetitions         : 1
xfersize            : 47008 bytes
blocksize           : 47008 bytes
aggregate filesize  : 89.66 GiB

Results: 

access    bw(MiB/s)  block(KiB) xfer(KiB)  open(s)    wr/rd(s)   close(s)   total(s)   iter
------    ---------  ---------- ---------  --------   --------   --------   --------   ----
read      146.19     45.91      45.91      0.013767   628.00     0.043722   628.02     0   
Max Read:  146.19 MiB/sec (153.30 MB/sec)

Summary of all tests:
Operation   Max(MiB)   Min(MiB)  Mean(MiB)     StdDev   Max(OPs)   Min(OPs)  Mean(OPs)     StdDev    Mean(s) Test# #Tasks tPN reps fPP reord reordoff reordrand seed segcnt   blksiz    xsize aggs(MiB)   API RefNum
read          146.19     146.19     146.19       0.00    3261.07    3261.07    3261.07       0.00  628.01540     0     16   1    1   0     1        1         0    0 128000    47008    47008   91812.5 MPIIO      0
Finished            : Thu Nov  8 12:50:54 2018
ior_hard_write
IOR-3.2.0: MPI Coordinated Test of Parallel I/O
Began               : Thu Nov  8 12:15:58 2018
Command line        : /home/jburto2/io-500-dev/bin/ior -w -C -Q 1 -g -G 27 -k -e -t 47008 -b 47008 -s 128000 -a MPIIO -o /mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/ior_hard/IOR_file -O stoneWallingStatusFile=/mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/ior_hard/stonewall -O stoneWallingWearOut=1 -D 300
Machine             : Linux pvfs017-ib0.palmetto.clemson.edu
TestID              : 0
StartTime           : Thu Nov  8 12:15:58 2018
Path                : /mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/ior_hard
FS                  : 144.2 TiB   Used FS: 5.5%   Inodes: 290.9 Mi   Used Inodes: 1.2%

Options: 
api                 : MPIIO
apiVersion          : (3.0)
test filename       : /mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/ior_hard/IOR_file
access              : single-shared-file
type                : independent
segments            : 128000
ordering in a file  : sequential
ordering inter file : constant task offset
task offset         : 1
tasks               : 16
clients per node    : 1
repetitions         : 1
xfersize            : 47008 bytes
blocksize           : 47008 bytes
aggregate filesize  : 89.66 GiB
stonewallingTime    : 300
stoneWallingWearOut : 1

Results: 

access    bw(MiB/s)  block(KiB) xfer(KiB)  open(s)    wr/rd(s)   close(s)   total(s)   iter
------    ---------  ---------- ---------  --------   --------   --------   --------   ----
stonewalling pairs accessed min: 67512 max: 128000 -- min data: 3.0 GiB mean data: 4.4 GiB time: 300.1s
write     195.76     45.91      45.91      0.015481   468.99     0.029046   469.01     0   
Max Write: 195.76 MiB/sec (205.27 MB/sec)

Summary of all tests:
Operation   Max(MiB)   Min(MiB)  Mean(MiB)     StdDev   Max(OPs)   Min(OPs)  Mean(OPs)     StdDev    Mean(s) Test# #Tasks tPN reps fPP reord reordoff reordrand seed segcnt   blksiz    xsize aggs(MiB)   API RefNum
write         195.76     195.76     195.76       0.00    4366.67    4366.67    4366.67       0.00  469.00751     0     16   1    1   0     1        1         0    0 128000    47008    47008   91812.5 MPIIO      0
Finished            : Thu Nov  8 12:23:47 2018
mdtest_easy_delete
-- started at 11/08/2018 12:52:13 --

mdtest-1.9.3 was launched with 16 total task(s) on 16 node(s)
Command line used: /home/jburto2/io-500-dev/bin/mdtest "-r" "-F" "-d" "/mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/mdt_easy" "-n" "1280000" "-u" "-L" "-x" "/mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/mdt_easy-stonewall"
Path: /mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34
FS: 144.2 TiB   Used FS: 5.6%   Inodes: 290.9 Mi   Used Inodes: 2.0%

16 tasks, 20480000 files

SUMMARY rate: (of 1 iterations)
   Operation                      Max            Min           Mean        Std Dev
   ---------                      ---            ---           ----        -------
   File creation     :          0.000          0.000          0.000          0.000
   File stat         :          0.000          0.000          0.000          0.000
   File read         :          0.000          0.000          0.000          0.000
   File removal      :      13263.492      13263.492      13263.492          0.000
   Tree creation     :          0.000          0.000          0.000          0.000
   Tree removal      :          4.086          4.086          4.086          0.000

-- finished at 11/08/2018 12:56:48 --
mdtest_easy_stat
-- started at 11/08/2018 12:36:41 --

mdtest-1.9.3 was launched with 16 total task(s) on 16 node(s)
Command line used: /home/jburto2/io-500-dev/bin/mdtest "-T" "-F" "-d" "/mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/mdt_easy" "-n" "1280000" "-u" "-L" "-x" "/mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/mdt_easy-stonewall"
Path: /mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34
FS: 144.2 TiB   Used FS: 5.6%   Inodes: 290.9 Mi   Used Inodes: 2.0%

16 tasks, 20480000 files

SUMMARY rate: (of 1 iterations)
   Operation                      Max            Min           Mean        Std Dev
   ---------                      ---            ---           ----        -------
   File creation     :          0.000          0.000          0.000          0.000
   File stat         :      16375.521      16375.521      16375.521          0.000
   File read         :          0.000          0.000          0.000          0.000
   File removal      :          0.000          0.000          0.000          0.000
   Tree creation     :          0.000          0.000          0.000          0.000
   Tree removal      :          0.000          0.000          0.000          0.000

-- finished at 11/08/2018 12:40:24 --
mdtest_easy_write
-- started at 11/08/2018 12:08:45 --

mdtest-1.9.3 was launched with 16 total task(s) on 16 node(s)
Command line used: /home/jburto2/io-500-dev/bin/mdtest "-C" "-F" "-d" "/mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/mdt_easy" "-n" "1280000" "-u" "-L" "-x" "/mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/mdt_easy-stonewall" "-W" "300"
Path: /mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34
FS: 144.2 TiB   Used FS: 5.5%   Inodes: 290.9 Mi   Used Inodes: 0.0%

16 tasks, 20480000 files
Continue stonewall hit min: 190272 max: 227928 avg: 198586.7 
stonewall rank 0: 207529 of 227928 
stonewall rank 6: 195005 of 227928 
stonewall rank 12: 191635 of 227928 
stonewall rank 8: 194547 of 227928 
stonewall rank 2: 206509 of 227928 
stonewall rank 10: 199567 of 227928 
stonewall rank 14: 191461 of 227928 

SUMMARY rate: (of 1 iterations)
   Operation                      Max            Min           Mean        Std Dev
   ---------                      ---            ---           ----        -------
   File creation     :      56220.165      56220.165      56220.165          0.000
   File stat         :          0.000          0.000          0.000          0.000
   File read         :          0.000          0.000          0.000          0.000
   File removal      :          0.000          0.000          0.000          0.000
   Tree creation     :        133.076        133.076        133.076          0.000
   Tree removal      :          0.000          0.000          0.000          0.000

-- finished at 11/08/2018 12:14:49 --
stonewall rank 1: 200366 of 227928 
stonewall rank 5: 190462 of 227928 
stonewall rank 7: 194362 of 227928 
stonewall rank 9: 192761 of 227928 
stonewall rank 13: 196947 of 227928 
stonewall rank 3: 200783 of 227928 
stonewall rank 11: 190272 of 227928 
stonewall rank 15: 197253 of 227928 
mdtest_hard_delete
-- started at 11/08/2018 13:03:43 --

mdtest-1.9.3 was launched with 16 total task(s) on 16 node(s)
Command line used: /home/jburto2/io-500-dev/bin/mdtest "-r" "-t" "-F" "-w" "3901" "-e" "3901" "-d" "/mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/mdt_hard" "-n" "500000" "-x" "/mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/mdt_hard-stonewall"
Path: /mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34
FS: 144.2 TiB   Used FS: 5.6%   Inodes: 290.9 Mi   Used Inodes: 0.8%

16 tasks, 8000000 files

SUMMARY rate: (of 1 iterations)
   Operation                      Max            Min           Mean        Std Dev
   ---------                      ---            ---           ----        -------
   File creation     :          0.000          0.000          0.000          0.000
   File stat         :          0.000          0.000          0.000          0.000
   File read         :          0.000          0.000          0.000          0.000
   File removal      :      13835.289      13835.289      13835.289          0.000
   Tree creation     :          0.000          0.000          0.000          0.000
   Tree removal      :         14.099         14.099         14.099          0.000

-- finished at 11/08/2018 13:06:41 --
mdtest_hard_read
-- started at 11/08/2018 12:56:50 --

mdtest-1.9.3 was launched with 16 total task(s) on 16 node(s)
Command line used: /home/jburto2/io-500-dev/bin/mdtest "-E" "-t" "-F" "-w" "3901" "-e" "3901" "-d" "/mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/mdt_hard" "-n" "500000" "-x" "/mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/mdt_hard-stonewall"
Path: /mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34
FS: 144.2 TiB   Used FS: 5.6%   Inodes: 289.1 Mi   Used Inodes: 0.8%

16 tasks, 8000000 files

SUMMARY rate: (of 1 iterations)
   Operation                      Max            Min           Mean        Std Dev
   ---------                      ---            ---           ----        -------
   File creation     :          0.000          0.000          0.000          0.000
   File stat         :          0.000          0.000          0.000          0.000
   File read         :       5966.554       5966.554       5966.554          0.000
   File removal      :          0.000          0.000          0.000          0.000
   Tree creation     :          0.000          0.000          0.000          0.000
   Tree removal      :          0.000          0.000          0.000          0.000

-- finished at 11/08/2018 13:03:42 --
mdtest_hard_stat
-- started at 11/08/2018 12:50:55 --

mdtest-1.9.3 was launched with 16 total task(s) on 16 node(s)
Command line used: /home/jburto2/io-500-dev/bin/mdtest "-T" "-t" "-F" "-w" "3901" "-e" "3901" "-d" "/mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/mdt_hard" "-n" "500000" "-x" "/mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/mdt_hard-stonewall"
Path: /mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34
FS: 144.2 TiB   Used FS: 5.6%   Inodes: 290.9 Mi   Used Inodes: 2.0%

16 tasks, 8000000 files

SUMMARY rate: (of 1 iterations)
   Operation                      Max            Min           Mean        Std Dev
   ---------                      ---            ---           ----        -------
   File creation     :          0.000          0.000          0.000          0.000
   File stat         :      32523.253      32523.253      32523.253          0.000
   File read         :          0.000          0.000          0.000          0.000
   File removal      :          0.000          0.000          0.000          0.000
   Tree creation     :          0.000          0.000          0.000          0.000
   Tree removal      :          0.000          0.000          0.000          0.000

-- finished at 11/08/2018 12:52:11 --
mdtest_hard_write
-- started at 11/08/2018 12:23:49 --

mdtest-1.9.3 was launched with 16 total task(s) on 16 node(s)
Command line used: /home/jburto2/io-500-dev/bin/mdtest "-C" "-t" "-F" "-w" "3901" "-e" "3901" "-d" "/mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/mdt_hard" "-n" "500000" "-x" "/mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34/mdt_hard-stonewall" "-W" "300"
Path: /mnt/lustre/jburto2/io500/datafiles/io500.2018.11.08-12.02.34
FS: 144.2 TiB   Used FS: 5.6%   Inodes: 290.9 Mi   Used Inodes: 1.2%

16 tasks, 8000000 files
Continue stonewall hit min: 132639 max: 153583 avg: 143579.1 
stonewall rank 0: 149828 of 153583 
stonewall rank 4: 152396 of 153583 
stonewall rank 10: 137421 of 153583 
stonewall rank 8: 140964 of 153583 
stonewall rank 12: 139033 of 153583 
stonewall rank 2: 145758 of 153583 
stonewall rank 14: 137879 of 153583 
stonewall rank 6: 152047 of 153583 
stonewall rank 5: 138948 of 153583 
stonewall rank 3: 145857 of 153583 
stonewall rank 9: 140194 of 153583 
stonewall rank 13: 137100 of 153583 
stonewall rank 7: 147901 of 153583 
stonewall rank 11: 145718 of 153583 
stonewall rank 15: 132639 of 153583 

SUMMARY rate: (of 1 iterations)
   Operation                      Max            Min           Mean        Std Dev
   ---------                      ---            ---           ----        -------
   File creation     :      23014.318      23014.318      23014.318          0.000
   File stat         :          0.000          0.000          0.000          0.000
   File read         :          0.000          0.000          0.000          0.000
   File removal      :          0.000          0.000          0.000          0.000
   Tree creation     :        901.744        901.744        901.744          0.000
   Tree removal      :          0.000          0.000          0.000          0.000

-- finished at 11/08/2018 12:29:36 --
result_summary
[RESULT] BW   phase 1            ior_easy_write               10.824 GB/s : time 367.21 seconds
[RESULT] IOPS phase 1         mdtest_easy_write               56.220 kiops : time 432.36 seconds
[RESULT] BW   phase 2            ior_hard_write                0.191 GB/s : time 469.01 seconds
[RESULT] IOPS phase 2         mdtest_hard_write               23.014 kiops : time 349.28 seconds
[RESULT] IOPS phase 3                      find              287.710 kiops : time  21.22 seconds
[RESULT] BW   phase 3             ior_easy_read                9.944 GB/s : time 399.72 seconds
[RESULT] IOPS phase 4          mdtest_easy_stat               16.376 kiops : time 224.30 seconds
[RESULT] BW   phase 4             ior_hard_read                0.143 GB/s : time 628.02 seconds
[RESULT] IOPS phase 5          mdtest_hard_stat               32.523 kiops : time  77.36 seconds
[RESULT] IOPS phase 6        mdtest_easy_delete               13.263 kiops : time 276.90 seconds
[RESULT] IOPS phase 7          mdtest_hard_read                5.967 kiops : time 413.72 seconds
[RESULT] IOPS phase 8        mdtest_hard_delete               13.835 kiops : time 179.32 seconds
[SCORE] Bandwidth 1.30919 GB/s : IOPS 26.1262 kiops : TOTAL 5.84843