Lustre on GCP

Institution Google and DDN
Client Procs Per Node
Client Operating System Exascaler
Client Operating System Version 5.0 PRE - Centos 7x
Client Kernel Version 3.10.0-862.14.4.el7_lustre.ddn0.x86_64

DATA SERVER

Storage Type NVMe
Volatile Memory 60GB
Storage Interface NVMe
Network Ethernet 16Gbps
Software Version Exascaler 5.0 PRE - Lustre 2.11-56
OS Version Centos 7.5

INFORMATION

Client Nodes 10
Client Total Procs 80
Metadata Nodes 4
Metadata Storage Devices 4
Data Nodes 120
Data Storage Devices 4

METADATA

Easy Write 46.82 kIOP/s
Easy Stat 81.84 kIOP/s
Easy Delete 33.87 kIOP/s
Hard Write 11.38 kIOP/s
Hard Read 49.02 kIOP/s
Hard Stat 14.23 kIOP/s
Hard Delete 5.84 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 -euo pipefail  # better error handling

# 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="False"  # 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=/lustre/gcp/io500/datafiles/io500.$timestamp # directory where the data will be stored
  io500_result_dir=/lustre/gcp/io500/results/$timestamp      # the directory where the output results will be kept
  mkdir -p $io500_workdir $io500_result_dir
  lfs setdirstripe -c 16 $io500_workdir/mdt_easy
  lfs setdirstripe -c 16 $io500_workdir/mdt_hard
  lfs setdirstripe -c 16 -D $io500_workdir/mdt_easy
  lfs setdirstripe -c 16 -D $io500_workdir/mdt_hard
  mkdir -p $io500_workdir/ior_hard
  lfs setstripe -c -1 -S 47104k $io500_workdir/ior_hard
  mkdir -p $io500_workdir/ior_easy
  lfs setstripe -c 4 -S 2048k $io500_workdir/ior_easy
}

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_mpirun="mpirun"
  io500_mpiargs="-np 80 -ppn 10 -f /lustre/gcp/cfg/machines-10.txt"
}

function setup_ior_easy {
  # io500_ior_easy_size is the amount of data written per rank in MiB units,
  # but it can be any number as long as it is somehow used to scale the IOR
  # runtime as part of io500_ior_easy_params
  #io500_ior_easy_size=2000
  io500_ior_easy_size=60000
  # 2M writes, 2 GB per proc, file per proc
  io500_ior_easy_params="-t 2048k -b ${io500_ior_easy_size}m -F"
}

function setup_mdt_easy {
  io500_mdtest_easy_params="-u -L" # unique dir per thread, files only at leaves
  #io500_mdtest_easy_files_per_proc=25000
  io500_mdtest_easy_files_per_proc=235000
}

function setup_ior_hard {
  #io500_ior_hard_writes_per_proc=10000
  io500_ior_hard_writes_per_proc=86000
  io500_ior_hard_other_options="" #e.g., -E to keep precreated files using lfs setstripe, or -a MPIIO
}

function setup_mdt_hard {
 # io500_mdtest_hard_files_per_proc=5000
  io500_mdtest_hard_files_per_proc=50000
  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"
  # uses stonewalling, run pfind 
  io500_find_cmd_args="-s $io500_stonewall_timer -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 ./utilities/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='Lustre on Google Cloud Platform'      # e.g. Oakforest-PACS
  io500_info_institute_name='Google'   # e.g. JCAHPC
  io500_info_storage_age_in_months='0' # not install date but age since last refresh
  io500_info_storage_install_date='11/18'  # MM/YY
  io500_info_filesystem='Lustre'     # e.g. BeeGFS, DataWarp, GPFS, IME, Lustre
  io500_info_filesystem_version='Exascaler 5.0 PRE - Lustre 2.11-56 (Master)'
  io500_info_filesystem_vendor='DDN'
  # client side info
  io500_info_num_client_nodes='10'
  io500_info_procs_per_node='8'
  # server side info
  io500_info_num_metadata_server_nodes='4'
  io500_info_num_data_server_nodes='120'
  io500_info_num_data_storage_devices='480'  # if you have 5 data servers, and each has 5 drives, then this number is 25
  io500_info_num_metadata_storage_devices='16'  # if you have 2 metadata servers, and each has 5 drives, then this number is 10
  io500_info_data_storage_type='NVMe' # HDD, SSD, persistent memory, etc, feel free to put specific models
  io500_info_metadata_storage_type='NVMe' # HDD, SSD, persistent memory, etc, feel free to put specific models
  io500_info_storage_network='16Gbps Ethernet' # infiniband, omnipath, ethernet, etc
  io500_info_storage_interface='NVMe' # SAS, SATA, NVMe, etc
  # miscellaneous
  io500_info_whatever='Medium Size configuration part of development between Google and DDN'
}

main
ior_easy_read
IOR-3.2.0: MPI Coordinated Test of Parallel I/O
Began               : Sun Nov 11 21:55:47 2018
Command line        : /scratch/io-500-dev-master/bin/ior -r -R -C -Q 1 -g -G 27 -k -e -t 2048k -b 60000m -F -o /lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/ior_easy/ior_file_easy -O stoneWallingStatusFile=/lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/ior_easy/stonewall
Machine             : Linux lgcp-client1
TestID              : 0
StartTime           : Sun Nov 11 21:55:47 2018
Path                : /lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/ior_easy
FS                  : 140.0 TiB   Used FS: 3.5%   Inodes: 2400.0 Mi   Used Inodes: 0.9%

Options: 
api                 : POSIX
apiVersion          : 
test filename       : /lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/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               : 80
clients per node    : 10
repetitions         : 1
xfersize            : 2 MiB
blocksize           : 58.59 GiB
aggregate filesize  : 4.58 TiB

Results: 

access    bw(MiB/s)  block(KiB) xfer(KiB)  open(s)    wr/rd(s)   close(s)   total(s)   iter
------    ---------  ---------- ---------  --------   --------   --------   --------   ----
read      14986      61440000   2048.00    0.011857   320.28     0.006021   320.30     0   
Max Read:  14986.01 MiB/sec (15713.97 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        14986.01   14986.01   14986.01       0.00    7493.00    7493.00    7493.00       0.00  320.29876     0     80  10    1   1     1        1         0    0      1 62914560000  2097152 4800000.0 POSIX      0
Finished            : Sun Nov 11 22:01:07 2018
ior_easy_write
IOR-3.2.0: MPI Coordinated Test of Parallel I/O
Began               : Sun Nov 11 21:32:17 2018
Command line        : /scratch/io-500-dev-master/bin/ior -w -C -Q 1 -g -G 27 -k -e -t 2048k -b 60000m -F -o /lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/ior_easy/ior_file_easy -O stoneWallingStatusFile=/lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/ior_easy/stonewall -O stoneWallingWearOut=1 -D 300
Machine             : Linux lgcp-client1
TestID              : 0
StartTime           : Sun Nov 11 21:32:17 2018
Path                : /lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/ior_easy
FS                  : 140.0 TiB   Used FS: 0.0%   Inodes: 2400.0 Mi   Used Inodes: 0.0%

Options: 
api                 : POSIX
apiVersion          : 
test filename       : /lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/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               : 80
clients per node    : 10
repetitions         : 1
xfersize            : 2 MiB
blocksize           : 58.59 GiB
aggregate filesize  : 4.58 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: 16674 max: 30000 -- min data: 32.6 GiB mean data: 55.0 GiB time: 300.1s
write     14314      61440000   2048.00    0.012369   335.32     0.003614   335.34     0   
Max Write: 14314.03 MiB/sec (15009.35 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       14314.03   14314.03   14314.03       0.00    7157.01    7157.01    7157.01       0.00  335.33540     0     80  10    1   1     1        1         0    0      1 62914560000  2097152 4800000.0 POSIX      0
Finished            : Sun Nov 11 21:37:52 2018
ior_hard_read
IOR-3.2.0: MPI Coordinated Test of Parallel I/O
Began               : Sun Nov 11 22:04:44 2018
Command line        : /scratch/io-500-dev-master/bin/ior -r -R -C -Q 1 -g -G 27 -k -e -t 47008 -b 47008 -s 86000 -o /lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/ior_hard/IOR_file -O stoneWallingStatusFile=/lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/ior_hard/stonewall
Machine             : Linux lgcp-client1
TestID              : 0
StartTime           : Sun Nov 11 22:04:44 2018
Path                : /lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/ior_hard
FS                  : 140.0 TiB   Used FS: 3.5%   Inodes: 2400.0 Mi   Used Inodes: 0.9%

Options: 
api                 : POSIX
apiVersion          : 
test filename       : /lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/ior_hard/IOR_file
access              : single-shared-file
type                : independent
segments            : 86000
ordering in a file  : sequential
ordering inter file : constant task offset
task offset         : 1
tasks               : 80
clients per node    : 10
repetitions         : 1
xfersize            : 47008 bytes
blocksize           : 47008 bytes
aggregate filesize  : 301.20 GiB

Results: 

access    bw(MiB/s)  block(KiB) xfer(KiB)  open(s)    wr/rd(s)   close(s)   total(s)   iter
------    ---------  ---------- ---------  --------   --------   --------   --------   ----
read      1788.30    45.91      45.91      0.024545   172.44     0.007091   172.47     0   
Max Read:  1788.30 MiB/sec (1875.17 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         1788.30    1788.30    1788.30       0.00   39890.40   39890.40   39890.40       0.00  172.47258     0     80  10    1   0     1        1         0    0  86000    47008    47008  308432.6 POSIX      0
Finished            : Sun Nov 11 22:07:37 2018
ior_hard_write
IOR-3.2.0: MPI Coordinated Test of Parallel I/O
Began               : Sun Nov 11 21:44:11 2018
Command line        : /scratch/io-500-dev-master/bin/ior -w -C -Q 1 -g -G 27 -k -e -t 47008 -b 47008 -s 86000 -o /lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/ior_hard/IOR_file -O stoneWallingStatusFile=/lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/ior_hard/stonewall -O stoneWallingWearOut=1 -D 300
Machine             : Linux lgcp-client1
TestID              : 0
StartTime           : Sun Nov 11 21:44:11 2018
Path                : /lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/ior_hard
FS                  : 140.0 TiB   Used FS: 3.3%   Inodes: 2400.0 Mi   Used Inodes: 0.7%

Options: 
api                 : POSIX
apiVersion          : 
test filename       : /lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/ior_hard/IOR_file
access              : single-shared-file
type                : independent
segments            : 86000
ordering in a file  : sequential
ordering inter file : constant task offset
task offset         : 1
tasks               : 80
clients per node    : 10
repetitions         : 1
xfersize            : 47008 bytes
blocksize           : 47008 bytes
aggregate filesize  : 301.20 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: 81224 max: 86000 -- min data: 3.6 GiB mean data: 3.7 GiB time: 300.0s
write     980.09     45.91      45.91      0.007565   314.69     0.004301   314.70     0   
Max Write: 980.09 MiB/sec (1027.70 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         980.09     980.09     980.09       0.00   21862.27   21862.27   21862.27       0.00  314.69743     0     80  10    1   0     1        1         0    0  86000    47008    47008  308432.6 POSIX      0
Finished            : Sun Nov 11 21:49:26 2018
mdtest_easy_delete
-- started at 11/11/2018 22:12:18 --

mdtest-1.9.3 was launched with 80 total task(s) on 8 node(s)
Command line used: /scratch/io-500-dev-master/bin/mdtest "-r" "-F" "-d" "/lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/mdt_easy" "-n" "235000" "-u" "-L" "-x" "/lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/mdt_easy-stonewall"
Path: /lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04
FS: 140.0 TiB   Used FS: 3.5%   Inodes: 2400.0 Mi   Used Inodes: 0.9%

80 tasks, 18800000 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      :      33870.678      33870.678      33870.678          0.000
   Tree creation     :          0.000          0.000          0.000          0.000
   Tree removal      :          2.139          2.139          2.139          0.000

-- finished at 11/11/2018 22:21:01 --
mdtest_easy_stat
-- started at 11/11/2018 22:01:07 --

mdtest-1.9.3 was launched with 80 total task(s) on 8 node(s)
Command line used: /scratch/io-500-dev-master/bin/mdtest "-T" "-F" "-d" "/lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/mdt_easy" "-n" "235000" "-u" "-L" "-x" "/lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/mdt_easy-stonewall"
Path: /lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04
FS: 140.0 TiB   Used FS: 3.5%   Inodes: 2400.0 Mi   Used Inodes: 0.9%

80 tasks, 18800000 files

SUMMARY rate: (of 1 iterations)
   Operation                      Max            Min           Mean        Std Dev
   ---------                      ---            ---           ----        -------
   File creation     :          0.000          0.000          0.000          0.000
   File stat         :      81840.000      81840.000      81840.000          0.000
   File read         :          0.000          0.000          0.000          0.000
   File removal      :          0.000          0.000          0.000          0.000
   Tree creation     :          0.000          0.000          0.000          0.000
   Tree removal      :          0.000          0.000          0.000          0.000

-- finished at 11/11/2018 22:04:44 --
mdtest_easy_write
-- started at 11/11/2018 21:37:53 --

mdtest-1.9.3 was launched with 80 total task(s) on 8 node(s)
Command line used: /scratch/io-500-dev-master/bin/mdtest "-C" "-F" "-d" "/lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/mdt_easy" "-n" "235000" "-u" "-L" "-x" "/lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/mdt_easy-stonewall" "-W" "300"
Path: /lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04
FS: 140.0 TiB   Used FS: 3.3%   Inodes: 2400.0 Mi   Used Inodes: 0.0%

80 tasks, 18800000 files
stonewall rank 4: 215922 of 221235 
stonewall rank 55: 219951 of 221235 
stonewall rank 5: 216913 of 221235 
stonewall rank 41: 182591 of 221235 
stonewall rank 6: 215467 of 221235 
stonewall rank 44: 183144 of 221235 
stonewall rank 7: 216838 of 221235 
stonewall rank 53: 219208 of 221235 
stonewall rank 45: 181918 of 221235 
stonewall rank 1: 217360 of 221235 
stonewall rank 50: 221197 of 221235 
stonewall rank 46: 182733 of 221235 
stonewall rank 21: 209024 of 221235 
stonewall rank 15: 170566 of 221235 
stonewall rank 30: 198351 of 221235 
stonewall rank 73: 208212 of 221235 
stonewall rank 65: 220862 of 221235 
stonewall rank 51: 219859 of 221235 
stonewall rank 47: 182173 of 221235 
stonewall rank 23: 209144 of 221235 
stonewall rank 17: 170965 of 221235 
stonewall rank 31: 197399 of 221235 
stonewall rank 77: 208165 of 221235 
stonewall rank 66: 219227 of 221235 
stonewall rank 59: 219736 of 221235 
stonewall rank 20: 208638 of 221235 
stonewall rank 14: 170375 of 221235 
stonewall rank 67: 220415 of 221235 
stonewall rank 22: 207679 of 221235 
stonewall rank 11: 170840 of 221235 
stonewall rank 35: 197697 of 221235 
stonewall rank 74: 209102 of 221235 
stonewall rank 69: 221152 of 221235 
stonewall rank 27: 209011 of 221235 
stonewall rank 18: 170123 of 221235 
stonewall rank 37: 198021 of 221235 
stonewall rank 75: 207646 of 221235 
stonewall rank 63: 220871 of 221235 
stonewall rank 33: 197410 of 221235 
stonewall rank 70: 208741 of 221235 
stonewall rank 58: 220779 of 221235 
stonewall rank 49: 182357 of 221235 
stonewall rank 52: 220850 of 221235 
stonewall rank 42: 183076 of 221235 
stonewall rank 54: 220862 of 221235 
stonewall rank 43: 182449 of 221235 
stonewall rank 57: 219077 of 221235 
stonewall rank 40: 183333 of 221235 
stonewall rank 48: 183269 of 221235 
stonewall rank 26: 208072 of 221235 
stonewall rank 71: 207630 of 221235 
stonewall rank 24: 207928 of 221235 
stonewall rank 78: 208941 of 221235 
stonewall rank 25: 209238 of 221235 
stonewall rank 79: 207524 of 221235 
stonewall rank 28: 208335 of 221235 
stonewall rank 76: 209283 of 221235 
stonewall rank 29: 209335 of 221235 
stonewall rank 72: 208862 of 221235 
stonewall rank 34: 198990 of 221235 
stonewall rank 36: 198784 of 221235 
stonewall rank 38: 198528 of 221235 
stonewall rank 39: 197837 of 221235 
stonewall rank 32: 199050 of 221235 
stonewall rank 2: 215017 of 221235 
stonewall rank 3: 217232 of 221235 
stonewall rank 9: 216801 of 221235 
stonewall rank 8: 215942 of 221235 
stonewall rank 19: 170708 of 221235 
stonewall rank 61: 220236 of 221235 
stonewall rank 10: 170499 of 221235 
stonewall rank 64: 219925 of 221235 
stonewall rank 13: 170553 of 221235 
stonewall rank 68: 219376 of 221235 
stonewall rank 12: 170439 of 221235 
stonewall rank 60: 219762 of 221235 
stonewall rank 16: 170305 of 221235 
stonewall rank 62: 219403 of 221235 
Continue stonewall hit min: 170123 max: 221235 avg: 203156.5 
stonewall rank 0: 216052 of 221235 

SUMMARY rate: (of 1 iterations)
   Operation                      Max            Min           Mean        Std Dev
   ---------                      ---            ---           ----        -------
   File creation     :      49741.404      49741.404      49741.404          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     :          4.602          4.602          4.602          0.000
   Tree removal      :          0.000          0.000          0.000          0.000

-- finished at 11/11/2018 21:44:11 --
mdtest_hard_delete
-- started at 11/11/2018 22:22:23 --

mdtest-1.9.3 was launched with 80 total task(s) on 8 node(s)
Command line used: /scratch/io-500-dev-master/bin/mdtest "-r" "-t" "-F" "-w" "3901" "-e" "3901" "-d" "/lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/mdt_hard" "-n" "50000" "-x" "/lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/mdt_hard-stonewall"
Path: /lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04
FS: 140.0 TiB   Used FS: 3.5%   Inodes: 2400.0 Mi   Used Inodes: 0.2%

80 tasks, 4000000 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      :       5841.561       5841.561       5841.561          0.000
   Tree creation     :          0.000          0.000          0.000          0.000
   Tree removal      :          7.386          7.386          7.386          0.000

-- finished at 11/11/2018 22:33:48 --
mdtest_hard_read
-- started at 11/11/2018 22:21:02 --

mdtest-1.9.3 was launched with 80 total task(s) on 8 node(s)
Command line used: /scratch/io-500-dev-master/bin/mdtest "-E" "-t" "-F" "-w" "3901" "-e" "3901" "-d" "/lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/mdt_hard" "-n" "50000" "-x" "/lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/mdt_hard-stonewall"
Path: /lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04
FS: 140.0 TiB   Used FS: 3.5%   Inodes: 2400.0 Mi   Used Inodes: 0.2%

80 tasks, 4000000 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         :      49019.183      49019.183      49019.183          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 11/11/2018 22:22:23 --
mdtest_hard_stat
-- started at 11/11/2018 22:07:37 --

mdtest-1.9.3 was launched with 80 total task(s) on 8 node(s)
Command line used: /scratch/io-500-dev-master/bin/mdtest "-T" "-t" "-F" "-w" "3901" "-e" "3901" "-d" "/lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/mdt_hard" "-n" "50000" "-x" "/lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/mdt_hard-stonewall"
Path: /lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04
FS: 140.0 TiB   Used FS: 3.5%   Inodes: 2400.0 Mi   Used Inodes: 0.9%

80 tasks, 4000000 files

SUMMARY rate: (of 1 iterations)
   Operation                      Max            Min           Mean        Std Dev
   ---------                      ---            ---           ----        -------
   File creation     :          0.000          0.000          0.000          0.000
   File stat         :      14234.890      14234.890      14234.890          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 11/11/2018 22:12:18 --
mdtest_hard_write
-- started at 11/11/2018 21:49:26 --

mdtest-1.9.3 was launched with 80 total task(s) on 8 node(s)
Command line used: /scratch/io-500-dev-master/bin/mdtest "-C" "-t" "-F" "-w" "3901" "-e" "3901" "-d" "/lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/mdt_hard" "-n" "50000" "-x" "/lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04/mdt_hard-stonewall" "-W" "300"
Path: /lustre/gcp/io500/datafiles/io500.2018.11.11-21.32.04
FS: 140.0 TiB   Used FS: 3.5%   Inodes: 2400.0 Mi   Used Inodes: 0.7%

80 tasks, 4000000 files
stonewall rank 4: 49226 of 50000 
stonewall rank 10: 42729 of 50000 
stonewall rank 5: 49299 of 50000 
stonewall rank 20: 45667 of 50000 
stonewall rank 11: 42586 of 50000 
stonewall rank 39: 44343 of 50000 
stonewall rank 6: 49334 of 50000 
stonewall rank 21: 45634 of 50000 
stonewall rank 13: 42664 of 50000 
stonewall rank 30: 44434 of 50000 
stonewall rank 7: 49283 of 50000 
stonewall rank 22: 45577 of 50000 
stonewall rank 31: 44406 of 50000 
stonewall rank 9: 49295 of 50000 
stonewall rank 23: 45676 of 50000 
stonewall rank 37: 44379 of 50000 
stonewall rank 25: 45653 of 50000 
stonewall rank 38: 44258 of 50000 
stonewall rank 14: 42606 of 50000 
stonewall rank 15: 42522 of 50000 
stonewall rank 71: 44475 of 50000 
stonewall rank 12: 42592 of 50000 
stonewall rank 47: 49907 of 50000 
stonewall rank 70: 44478 of 50000 
stonewall rank 18: 42707 of 50000 
stonewall rank 8: 49265 of 50000 
stonewall rank 19: 42683 of 50000 
stonewall rank 1: 49344 of 50000 
stonewall rank 17: 42607 of 50000 
stonewall rank 2: 49366 of 50000 
stonewall rank 3: 49127 of 50000 
stonewall rank 33: 44345 of 50000 
stonewall rank 34: 44443 of 50000 
stonewall rank 36: 44326 of 50000 
stonewall rank 35: 44433 of 50000 
stonewall rank 26: 45622 of 50000 
stonewall rank 27: 45565 of 50000 
stonewall rank 16: 42649 of 50000 
stonewall rank 28: 45695 of 50000 
stonewall rank 29: 45609 of 50000 
stonewall rank 24: 45735 of 50000 
stonewall rank 79: 44296 of 50000 
stonewall rank 77: 44647 of 50000 
stonewall rank 41: 49982 of 50000 
stonewall rank 73: 44486 of 50000 
stonewall rank 74: 44653 of 50000 
stonewall rank 75: 44587 of 50000 
stonewall rank 44: 49956 of 50000 
stonewall rank 76: 44524 of 50000 
stonewall rank 78: 44586 of 50000 
stonewall rank 32: 44297 of 50000 
stonewall rank 72: 44510 of 50000 
Continue stonewall hit min: 42522 max: 50000 avg: 47054.3 
stonewall rank 0: 49277 of 50000 

SUMMARY rate: (of 1 iterations)
   Operation                      Max            Min           Mean        Std Dev
   ---------                      ---            ---           ----        -------
   File creation     :      11381.748      11381.748      11381.748          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     :          6.239          6.239          6.239          0.000
   Tree removal      :          0.000          0.000          0.000          0.000

-- finished at 11/11/2018 21:55:18 --
result_summary
[RESULT] BW   phase 1            ior_easy_write               13.978 GB/s : time 335.34 seconds
[RESULT] IOPS phase 1         mdtest_easy_write               49.741 kiops : time 378.47 seconds
[RESULT] BW   phase 2            ior_hard_write                0.957 GB/s : time 314.70 seconds
[RESULT] IOPS phase 2         mdtest_hard_write               11.382 kiops : time 351.89 seconds
[RESULT] IOPS phase 3                      find              757.910 kiops : time  28.63 seconds
[RESULT] BW   phase 3             ior_easy_read               14.635 GB/s : time 320.30 seconds
[RESULT] IOPS phase 4          mdtest_easy_stat               81.840 kiops : time 216.54 seconds
[RESULT] BW   phase 4             ior_hard_read                1.746 GB/s : time 172.47 seconds
[RESULT] IOPS phase 5          mdtest_hard_stat               14.235 kiops : time 281.26 seconds
[RESULT] IOPS phase 6        mdtest_easy_delete               33.871 kiops : time 523.41 seconds
[RESULT] IOPS phase 7          mdtest_hard_read               49.019 kiops : time  81.85 seconds
[RESULT] IOPS phase 8        mdtest_hard_delete                5.842 kiops : time 685.19 seconds
[SCORE] Bandwidth 4.3002 GB/s : IOPS 38.521 kiops : TOTAL 12.8704