Thchs30 is a common benchmark in machine learning for speech data and transcripts. Below example is based on Thchs30 dataset.
THCHS30_PATH=/data/hdfs1/nfs/aisearch/kaldi/thchs30 mkdir $THCHS30_PATH/data && cd $THCHS30_PATH/data wget http://www.openslr.org/resources/18/data_thchs30.tgz wget http://www.openslr.org/resources/18/test-noise.tgz wget http://www.openslr.org/resources/18/resource.tgz
git clone https://github.com/apache/submarine.git
submarine/docker/ecosystem/
cp -r ./kaldi/sge $THCHS30_PATH/sge
/opt/kaldi/egs/thchs30/s5/cmd.sh
in the Container,This queue is used by defaultexport train_cmd="queue.pl -q all.q"
Warning:
Please note that YARN service doesn't allow multiple services with the same name, so please run following command
yarn application -destroy <service-name>
to delete services if you want to reuse the same service name.
Refer to Write Dockerfile to build a Docker image or use prebuilt one:
# Change the variables according to your needs SUBMARINE_VERSION=3.3.0-SNAPSHOT WORKER_NUM=2 SGE_CFG_PATH=/cfg THCHS30_PATH=/data/hdfs1/nfs/aisearch/kaldi/thchs30 DOCKER_HADOOP_HDFS_HOME=/app/${SUBMARINE_VERSION} # Dependent on registrydns, you must fill in < your RegistryDNSIP> in resolv.conf yarn jar /usr/local/matrix/share/hadoop/yarn/${SUBMARINE_VERSION}.jar \ job run --name kaldi-thchs30-distributed \ --env DOCKER_JAVA_HOME=/usr/lib/jvm/java-8-openjdk-amd64/jre/ \ --env DOCKER_HADOOP_HDFS_HOME=$DOCKER_HADOOP_HDFS_HOME \ --env YARN_CONTAINER_RUNTIME_DOCKER_CONTAINER_NETWORK=calico-network \ --env PYTHONUNBUFFERED="0" \ --env TZ="Asia/Shanghai" \ --env YARN_CONTAINER_RUNTIME_DOCKER_MOUNTS=${THCHS30_PATH}/sge/resolv.conf:/etc/resolv.conf,\ ${THCHS30_PATH}/sge/passwd:/etc/passwd:rw,\ ${THCHS30_PATH}/sge/group:/etc/group:rw,\ ${THCHS30_PATH}/sge:$SGE_CFG_PATH,\ ${THCHS30_PATH}/data:/opt/kaldi/egs/thchs30,\ ${THCHS30_PATH}/mul/s5:/opt/kaldi/egs/mul-thchs30/s5 \ --input_path /opt/kaldi/egs/thchs30/data \ --docker_image hadoopsubmarine/kaldi-latest-gpu-base:0.0.1 \ --num_workers $WORKER_NUM \ --worker_resources memory=64G,vcores=32,gpu=1 \ --worker_launch_cmd "sudo mkdir -p /opt/kaldi/egs/mul-thchs30/s5 && \ sudo cp /opt/kaldi/egs/thchs30/s5/* /opt/kaldi/egs/mul-thchs30/s5 -r && \ cluster_user=`whoami` domain_suffix="ml.com" && \ cd /cfg && bash sge_run.sh $WORKER_NUM $SGE_CFG_PATH && \ if [ $(echo $HOST_NAME |grep "^master-") ] then sleep 2m && cd /opt/kaldi/egs/mul-thchs30/s5 && ./run.sh fi" \ --verbose
Explanations:
>1
num_workers indicates it is a distributed training.For the meaning of the individual parameters, see the QuickStart page!
Outputs of distributed training
Sample output of master:
... Reading package lists... Building dependency tree... Reading state information... The following additional packages will be installed: bsd-mailx cpio gridengine-common ifupdown iproute2 isc-dhcp-client isc-dhcp-common libatm1 libdns-export162 libisc-export160 liblockfile-bin liblockfile1 libmnl0 libxmuu1 libxtables11 ncurses-term netbase openssh-client openssh-server openssh-sftp-server postfix python3-chardet python3-pkg-resources python3-requests python3-six python3-urllib3 ssh-import-id ssl-cert tcsh xauth Suggested packages: libarchive1 gridengine-qmon ppp rdnssd iproute2-doc resolvconf avahi-autoipd isc-dhcp-client-ddns apparmor ssh-askpass libpam-ssh keychain monkeysphere rssh molly-guard ufw procmail postfix-mysql postfix-pgsql postfix-ldap postfix-pcre sasl2-bin libsasl2-modules dovecot-common postfix-cdb postfix-doc python3-setuptools python3-ndg-httpsclient python3-openssl python3-pyasn1 openssl-blacklist The following NEW packages will be installed: bsd-mailx cpio gridengine-client gridengine-common gridengine-exec gridengine-master ifupdown iproute2 isc-dhcp-client isc-dhcp-common libatm1 libdns-export162 libisc-export160 liblockfile-bin liblockfile1 libmnl0 libxmuu1 libxtables11 ncurses-term netbase openssh-client openssh-server openssh-sftp-server postfix python3-chardet python3-pkg-resources python3-requests python3-six python3-urllib3 ssh-import-id ssl-cert tcsh xauth 0 upgraded, 33 newly installed, 0 to remove and 30 not upgraded. Need to get 12.1 MB of archives. After this operation, 65.8 MB of additional disk space will be used. 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Setting up isc-dhcp-common (4.3.3-5ubuntu12.10) ... Setting up libxtables11:amd64 (1.6.0-2ubuntu3) ... Setting up netbase (5.3) ... Setting up libxmuu1:amd64 (2:1.1.2-2) ... Setting up openssh-client (1:7.2p2-4ubuntu2.8) ... Setting up xauth (1:1.0.9-1ubuntu2) ... Setting up ssl-cert (1.0.37) ... Setting up postfix (3.1.0-3ubuntu0.3) ... Creating /etc/postfix/dynamicmaps.cf setting myhostname: master-0.XXX setting alias maps setting alias database changing /etc/mailname to master-0.XXX setting myorigin setting destinations: $myhostname, master-0.XXX, localhost.XXX, , localhost setting relayhost: setting mynetworks: 127.0.0.0/8 [::ffff:127.0.0.0]/104 [::1]/128 setting mailbox_size_limit: 0 setting recipient_delimiter: + setting inet_interfaces: all setting inet_protocols: all /etc/aliases does not exist, creating it. WARNING: /etc/aliases exists, but does not have a root alias. Postfix is now set up with a default configuration. If you need to make changes, edit /etc/postfix/main.cf (and others) as needed. To view Postfix configuration values, see postconf(1). After modifying main.cf, be sure to run '/etc/init.d/postfix reload'. Running newaliases invoke-rc.d: could not determine current runlevel invoke-rc.d: policy-rc.d denied execution of restart. Setting up bsd-mailx (8.1.2-0.20160123cvs-2) ... update-alternatives: using /usr/bin/bsd-mailx to provide /usr/bin/mailx (mailx) in auto mode Setting up gridengine-common (6.2u5-7.4) ... Creating config file /etc/default/gridengine with new version Setting up gridengine-client (6.2u5-7.4) ... Setting up tcsh (6.18.01-5) ... update-alternatives: using /bin/tcsh to provide /bin/csh (csh) in auto mode Setting up gridengine-exec (6.2u5-7.4) ... invoke-rc.d: could not determine current runlevel invoke-rc.d: policy-rc.d denied execution of start. Setting up gridengine-master (6.2u5-7.4) ... su: Authentication failure (Ignored) Initializing cluster with the following parameters: => SGE_ROOT: /var/lib/gridengine => SGE_CELL: default => Spool directory: /var/spool/gridengine/spooldb => Initial manager user: sgeadmin Initializing spool (/var/spool/gridengine/spooldb) Initializing global configuration based on /usr/share/gridengine/default-configuration Initializing complexes based on /usr/share/gridengine/centry Initializing usersets based on /usr/share/gridengine/usersets Adding user sgeadmin as a manager Cluster creation complete invoke-rc.d: could not determine current runlevel invoke-rc.d: policy-rc.d denied execution of start. Setting up ncurses-term (6.0+20160213-1ubuntu1) ... Setting up openssh-sftp-server (1:7.2p2-4ubuntu2.8) ... Setting up openssh-server (1:7.2p2-4ubuntu2.8) ... Creating SSH2 RSA key; this may take some time ... 2048 SHA256:hfQpES1aS4cjF8AOCIParZR6342vdwutoyITru0wtuE root@master-0.XXX (RSA) Creating SSH2 DSA key; this may take some time ... 1024 SHA256:gOsPMVgwXBHJzixN/gtJAG+hVCHqw8t7Fhy4nsx8od0 root@master-0.XXX (DSA) Creating SSH2 ECDSA key; this may take some time ... 256 SHA256:3D5SNniUb4z+/BuqXheFgG+DfjsxXqTT/zwWAqdX4jM root@master-0.XXX (ECDSA) Creating SSH2 ED25519 key; this may take some time ... 256 SHA256:SwyeV9iSqOW4TKLi4Wvc0zD8lWtupHCJpDu8oWBwbfU root@master-0.XXX (ED25519) invoke-rc.d: could not determine current runlevel invoke-rc.d: policy-rc.d denied execution of start. Setting up python3-pkg-resources (20.7.0-1) ... Setting up python3-chardet (2.3.0-2) ... Setting up python3-six (1.10.0-3) ... Setting up python3-urllib3 (1.13.1-2ubuntu0.16.04.3) ... Setting up python3-requests (2.9.1-3ubuntu0.1) ... Setting up ssh-import-id (5.5-0ubuntu1) ... Processing triggers for libc-bin (2.23-0ubuntu11) ... Processing triggers for systemd (229-4ubuntu21.22) ... Reading package lists... Building dependency tree... Reading state information... 0 upgraded, 0 newly installed, 0 to remove and 30 not upgraded.
cat $SGE_CFG_PATH/setcfg.log
finish master add worker node worker-0.XXX
Sample output of worker:
please wait Reading package lists... Building dependency tree... Reading state information... The following additional packages will be installed: bsd-mailx cpio gridengine-common ifupdown iproute2 isc-dhcp-client isc-dhcp-common libatm1 libdns-export162 libisc-export160 liblockfile-bin liblockfile1 libmnl0 libxmuu1 libxtables11 ncurses-term netbase openssh-client openssh-server openssh-sftp-server postfix python3-chardet python3-pkg-resources python3-requests python3-six python3-urllib3 ssh-import-id ssl-cert tcsh xauth Suggested packages: libarchive1 gridengine-qmon ppp rdnssd iproute2-doc resolvconf avahi-autoipd isc-dhcp-client-ddns apparmor ssh-askpass libpam-ssh keychain monkeysphere rssh molly-guard ufw procmail postfix-mysql postfix-pgsql postfix-ldap postfix-pcre sasl2-bin libsasl2-modules dovecot-common postfix-cdb postfix-doc python3-setuptools python3-ndg-httpsclient python3-openssl python3-pyasn1 openssl-blacklist The following NEW packages will be installed: bsd-mailx cpio gridengine-client gridengine-common gridengine-exec ifupdown iproute2 isc-dhcp-client isc-dhcp-common libatm1 libdns-export162 libisc-export160 liblockfile-bin liblockfile1 libmnl0 libxmuu1 libxtables11 ncurses-term netbase openssh-client openssh-server openssh-sftp-server postfix python3-chardet python3-pkg-resources python3-requests python3-six python3-urllib3 ssh-import-id ssl-cert tcsh xauth 0 upgraded, 32 newly installed, 0 to remove and 30 not upgraded. Need to get 9633 kB of archives. After this operation, 51.2 MB of additional disk space will be used. Get:1 http://archive.ubuntu.com/ubuntu xenial/main amd64 libatm1 amd64 1:2.5.1-1.5 [24.2 kB] Get:2 http://archive.ubuntu.com/ubuntu xenial/main amd64 libmnl0 amd64 1.0.3-5 [12.0 kB] Get:3 http://archive.ubuntu.com/ubuntu xenial/main amd64 liblockfile-bin amd64 1.09-6ubuntu1 [10.8 kB] Get:4 http://archive.ubuntu.com/ubuntu xenial/main amd64 liblockfile1 amd64 1.09-6ubuntu1 [8056 B] Get:5 http://archive.ubuntu.com/ubuntu xenial/main amd64 cpio amd64 2.11+dfsg-5ubuntu1 [74.8 kB] Get:6 http://archive.ubuntu.com/ubuntu xenial-updates/main amd64 iproute2 amd64 4.3.0-1ubuntu3.16.04.5 [523 kB] Get:7 http://archive.ubuntu.com/ubuntu xenial-updates/main amd64 ifupdown amd64 0.8.10ubuntu1.4 [54.9 kB] Get:8 http://archive.ubuntu.com/ubuntu xenial-updates/main amd64 libisc-export160 amd64 1:9.10.3.dfsg.P4-8ubuntu1.15 [153 kB] Get:9 http://archive.ubuntu.com/ubuntu xenial-updates/main amd64 libdns-export162 amd64 1:9.10.3.dfsg.P4-8ubuntu1.15 [665 kB] Get:10 http://archive.ubuntu.com/ubuntu xenial-updates/main amd64 isc-dhcp-client amd64 4.3.3-5ubuntu12.10 [224 kB] Get:11 http://archive.ubuntu.com/ubuntu xenial-updates/main amd64 isc-dhcp-common amd64 4.3.3-5ubuntu12.10 [105 kB] Get:12 http://archive.ubuntu.com/ubuntu xenial/main amd64 libxtables11 amd64 1.6.0-2ubuntu3 [27.2 kB] Get:13 http://archive.ubuntu.com/ubuntu xenial/main amd64 netbase all 5.3 [12.9 kB] Get:14 http://archive.ubuntu.com/ubuntu xenial/main amd64 libxmuu1 amd64 2:1.1.2-2 [9674 B] Get:15 http://archive.ubuntu.com/ubuntu xenial-updates/main amd64 openssh-client amd64 1:7.2p2-4ubuntu2.8 [590 kB] Get:16 http://archive.ubuntu.com/ubuntu xenial/main amd64 xauth amd64 1:1.0.9-1ubuntu2 [22.7 kB] Get:17 http://archive.ubuntu.com/ubuntu xenial/main amd64 ssl-cert all 1.0.37 [16.9 kB] Get:18 http://archive.ubuntu.com/ubuntu xenial-updates/main amd64 postfix amd64 3.1.0-3ubuntu0.3 [1152 kB] Get:19 http://archive.ubuntu.com/ubuntu xenial/main amd64 bsd-mailx amd64 8.1.2-0.20160123cvs-2 [63.7 kB] Get:20 http://archive.ubuntu.com/ubuntu xenial/universe amd64 gridengine-common all 6.2u5-7.4 [156 kB] Get:21 http://archive.ubuntu.com/ubuntu xenial/universe amd64 gridengine-client amd64 6.2u5-7.4 [3394 kB] Get:22 http://archive.ubuntu.com/ubuntu xenial/universe amd64 tcsh amd64 6.18.01-5 [410 kB] Get:23 http://archive.ubuntu.com/ubuntu xenial/universe amd64 gridengine-exec amd64 6.2u5-7.4 [990 kB] Get:24 http://archive.ubuntu.com/ubuntu xenial/main amd64 ncurses-term all 6.0+20160213-1ubuntu1 [249 kB] Get:25 http://archive.ubuntu.com/ubuntu xenial-updates/main amd64 openssh-sftp-server amd64 1:7.2p2-4ubuntu2.8 [38.9 kB] Get:26 http://archive.ubuntu.com/ubuntu xenial-updates/main amd64 openssh-server amd64 1:7.2p2-4ubuntu2.8 [335 kB] Get:27 http://archive.ubuntu.com/ubuntu xenial/main amd64 python3-pkg-resources all 20.7.0-1 [79.0 kB] Get:28 http://archive.ubuntu.com/ubuntu xenial/main amd64 python3-chardet all 2.3.0-2 [96.2 kB] Get:29 http://archive.ubuntu.com/ubuntu xenial/main amd64 python3-six all 1.10.0-3 [11.0 kB] Get:30 http://archive.ubuntu.com/ubuntu xenial-updates/main amd64 python3-urllib3 all 1.13.1-2ubuntu0.16.04.3 [58.5 kB] Get:31 http://archive.ubuntu.com/ubuntu xenial-updates/main amd64 python3-requests all 2.9.1-3ubuntu0.1 [55.8 kB] Get:32 http://archive.ubuntu.com/ubuntu xenial/main amd64 ssh-import-id all 5.5-0ubuntu1 [10.2 kB] Fetched 9633 kB in 2s (4496 kB/s) Selecting previously unselected package libatm1:amd64. (Reading database ... (Reading database ... 5% (Reading database ... 10% (Reading database ... 15% (Reading database ... 20% (Reading database ... 25% (Reading database ... 30% (Reading database ... 35% (Reading database ... 40% (Reading database ... 45% (Reading database ... 50% (Reading database ... 55% (Reading database ... 60% (Reading database ... 65% (Reading database ... 70% (Reading database ... 75% (Reading database ... 80% (Reading database ... 85% (Reading database ... 90% (Reading database ... 95% (Reading database ... 100% (Reading database ... 21398 files and directories currently installed.) Preparing to unpack .../libatm1_1%3a2.5.1-1.5_amd64.deb ... Unpacking libatm1:amd64 (1:2.5.1-1.5) ... Selecting previously unselected package libmnl0:amd64. Preparing to unpack .../libmnl0_1.0.3-5_amd64.deb ... Unpacking libmnl0:amd64 (1.0.3-5) ... Selecting previously unselected package liblockfile-bin. Preparing to unpack .../liblockfile-bin_1.09-6ubuntu1_amd64.deb ... Unpacking liblockfile-bin (1.09-6ubuntu1) ... Selecting previously unselected package liblockfile1:amd64. Preparing to unpack .../liblockfile1_1.09-6ubuntu1_amd64.deb ... Unpacking liblockfile1:amd64 (1.09-6ubuntu1) ... Selecting previously unselected package cpio. Preparing to unpack .../cpio_2.11+dfsg-5ubuntu1_amd64.deb ... Unpacking cpio (2.11+dfsg-5ubuntu1) ... Selecting previously unselected package iproute2. Preparing to unpack .../iproute2_4.3.0-1ubuntu3.16.04.5_amd64.deb ... Unpacking iproute2 (4.3.0-1ubuntu3.16.04.5) ... Selecting previously unselected package ifupdown. Preparing to unpack .../ifupdown_0.8.10ubuntu1.4_amd64.deb ... Unpacking ifupdown (0.8.10ubuntu1.4) ... Selecting previously unselected package libisc-export160. Preparing to unpack .../libisc-export160_1%3a9.10.3.dfsg.P4-8ubuntu1.15_amd64.deb ... Unpacking libisc-export160 (1:9.10.3.dfsg.P4-8ubuntu1.15) ... Selecting previously unselected package libdns-export162. Preparing to unpack .../libdns-export162_1%3a9.10.3.dfsg.P4-8ubuntu1.15_amd64.deb ... Unpacking libdns-export162 (1:9.10.3.dfsg.P4-8ubuntu1.15) ... Selecting previously unselected package isc-dhcp-client. Preparing to unpack .../isc-dhcp-client_4.3.3-5ubuntu12.10_amd64.deb ... Unpacking isc-dhcp-client (4.3.3-5ubuntu12.10) ... Selecting previously unselected package isc-dhcp-common. Preparing to unpack .../isc-dhcp-common_4.3.3-5ubuntu12.10_amd64.deb ... Unpacking isc-dhcp-common (4.3.3-5ubuntu12.10) ... Selecting previously unselected package libxtables11:amd64. Preparing to unpack .../libxtables11_1.6.0-2ubuntu3_amd64.deb ... Unpacking libxtables11:amd64 (1.6.0-2ubuntu3) ... Selecting previously unselected package netbase. Preparing to unpack .../archives/netbase_5.3_all.deb ... Unpacking netbase (5.3) ... Selecting previously unselected package libxmuu1:amd64. Preparing to unpack .../libxmuu1_2%3a1.1.2-2_amd64.deb ... Unpacking libxmuu1:amd64 (2:1.1.2-2) ... Selecting previously unselected package openssh-client. Preparing to unpack .../openssh-client_1%3a7.2p2-4ubuntu2.8_amd64.deb ... Unpacking openssh-client (1:7.2p2-4ubuntu2.8) ... Selecting previously unselected package xauth. Preparing to unpack .../xauth_1%3a1.0.9-1ubuntu2_amd64.deb ... Unpacking xauth (1:1.0.9-1ubuntu2) ... Selecting previously unselected package ssl-cert. Preparing to unpack .../ssl-cert_1.0.37_all.deb ... Unpacking ssl-cert (1.0.37) ... Selecting previously unselected package postfix. Preparing to unpack .../postfix_3.1.0-3ubuntu0.3_amd64.deb ... Unpacking postfix (3.1.0-3ubuntu0.3) ... Selecting previously unselected package bsd-mailx. Preparing to unpack .../bsd-mailx_8.1.2-0.20160123cvs-2_amd64.deb ... Unpacking bsd-mailx (8.1.2-0.20160123cvs-2) ... Selecting previously unselected package gridengine-common. Preparing to unpack .../gridengine-common_6.2u5-7.4_all.deb ... Unpacking gridengine-common (6.2u5-7.4) ... Selecting previously unselected package gridengine-client. Preparing to unpack .../gridengine-client_6.2u5-7.4_amd64.deb ... Unpacking gridengine-client (6.2u5-7.4) ... Selecting previously unselected package tcsh. Preparing to unpack .../tcsh_6.18.01-5_amd64.deb ... Unpacking tcsh (6.18.01-5) ... Selecting previously unselected package gridengine-exec. Preparing to unpack .../gridengine-exec_6.2u5-7.4_amd64.deb ... Unpacking gridengine-exec (6.2u5-7.4) ... Selecting previously unselected package ncurses-term. Preparing to unpack .../ncurses-term_6.0+20160213-1ubuntu1_all.deb ... Unpacking ncurses-term (6.0+20160213-1ubuntu1) ... Selecting previously unselected package openssh-sftp-server. Preparing to unpack .../openssh-sftp-server_1%3a7.2p2-4ubuntu2.8_amd64.deb ... Unpacking openssh-sftp-server (1:7.2p2-4ubuntu2.8) ... Selecting previously unselected package openssh-server. Preparing to unpack .../openssh-server_1%3a7.2p2-4ubuntu2.8_amd64.deb ... Unpacking openssh-server (1:7.2p2-4ubuntu2.8) ... Selecting previously unselected package python3-pkg-resources. Preparing to unpack .../python3-pkg-resources_20.7.0-1_all.deb ... Unpacking python3-pkg-resources (20.7.0-1) ... Selecting previously unselected package python3-chardet. Preparing to unpack .../python3-chardet_2.3.0-2_all.deb ... Unpacking python3-chardet (2.3.0-2) ... Selecting previously unselected package python3-six. Preparing to unpack .../python3-six_1.10.0-3_all.deb ... Unpacking python3-six (1.10.0-3) ... Selecting previously unselected package python3-urllib3. Preparing to unpack .../python3-urllib3_1.13.1-2ubuntu0.16.04.3_all.deb ... Unpacking python3-urllib3 (1.13.1-2ubuntu0.16.04.3) ... Selecting previously unselected package python3-requests. Preparing to unpack .../python3-requests_2.9.1-3ubuntu0.1_all.deb ... Unpacking python3-requests (2.9.1-3ubuntu0.1) ... Selecting previously unselected package ssh-import-id. Preparing to unpack .../ssh-import-id_5.5-0ubuntu1_all.deb ... Unpacking ssh-import-id (5.5-0ubuntu1) ... Processing triggers for systemd (229-4ubuntu21.22) ... Processing triggers for libc-bin (2.23-0ubuntu11) ... Setting up libatm1:amd64 (1:2.5.1-1.5) ... Setting up libmnl0:amd64 (1.0.3-5) ... Setting up liblockfile-bin (1.09-6ubuntu1) ... Setting up liblockfile1:amd64 (1.09-6ubuntu1) ... Setting up cpio (2.11+dfsg-5ubuntu1) ... update-alternatives: using /bin/mt-gnu to provide /bin/mt (mt) in auto mode Setting up iproute2 (4.3.0-1ubuntu3.16.04.5) ... Setting up ifupdown (0.8.10ubuntu1.4) ... Creating /etc/network/interfaces. Setting up libisc-export160 (1:9.10.3.dfsg.P4-8ubuntu1.15) ... Setting up libdns-export162 (1:9.10.3.dfsg.P4-8ubuntu1.15) ... Setting up isc-dhcp-client (4.3.3-5ubuntu12.10) ... Setting up isc-dhcp-common (4.3.3-5ubuntu12.10) ... Setting up libxtables11:amd64 (1.6.0-2ubuntu3) ... Setting up netbase (5.3) ... Setting up libxmuu1:amd64 (2:1.1.2-2) ... Setting up openssh-client (1:7.2p2-4ubuntu2.8) ... Setting up xauth (1:1.0.9-1ubuntu2) ... Setting up ssl-cert (1.0.37) ... Setting up postfix (3.1.0-3ubuntu0.3) ... Creating /etc/postfix/dynamicmaps.cf setting myhostname: worker-0.XXX setting alias maps setting alias database changing /etc/mailname to worker-0.XXX setting myorigin setting destinations: $myhostname, worker-0.XXX, localhost.XXX, , localhost setting relayhost: setting mynetworks: 127.0.0.0/8 [::ffff:127.0.0.0]/104 [::1]/128 setting mailbox_size_limit: 0 setting recipient_delimiter: + setting inet_interfaces: all setting inet_protocols: all /etc/aliases does not exist, creating it. WARNING: /etc/aliases exists, but does not have a root alias. Postfix is now set up with a default configuration. If you need to make changes, edit /etc/postfix/main.cf (and others) as needed. To view Postfix configuration values, see postconf(1). After modifying main.cf, be sure to run '/etc/init.d/postfix reload'. Running newaliases invoke-rc.d: could not determine current runlevel invoke-rc.d: policy-rc.d denied execution of restart. Setting up bsd-mailx (8.1.2-0.20160123cvs-2) ... update-alternatives: using /usr/bin/bsd-mailx to provide /usr/bin/mailx (mailx) in auto mode Setting up gridengine-common (6.2u5-7.4) ... Creating config file /etc/default/gridengine with new version Setting up gridengine-client (6.2u5-7.4) ... Setting up tcsh (6.18.01-5) ... update-alternatives: using /bin/tcsh to provide /bin/csh (csh) in auto mode Setting up gridengine-exec (6.2u5-7.4) ... invoke-rc.d: could not determine current runlevel invoke-rc.d: policy-rc.d denied execution of start. Setting up ncurses-term (6.0+20160213-1ubuntu1) ... Setting up openssh-sftp-server (1:7.2p2-4ubuntu2.8) ... Setting up openssh-server (1:7.2p2-4ubuntu2.8) ... Creating SSH2 RSA key; this may take some time ... 2048 SHA256:ok/TxzwtF5W8I55sDxrt4Agy4fuWn39BiSovvDObhVE root@worker-0.XXX (RSA) Creating SSH2 DSA key; this may take some time ... 1024 SHA256:4y48kVYt3mS3q1KgZzEoYMnS/2d/tA8TJUK5uNSaxZY root@worker-0.XXX (DSA) Creating SSH2 ECDSA key; this may take some time ... 256 SHA256:4D7zm4cD2IbDnHoXnzcIo3FISbvOW8eOstGBNf1/bvo root@worker-0.XXX (ECDSA) Creating SSH2 ED25519 key; this may take some time ... 256 SHA256:/HrA3xiZiH5CZkXwtcfE6GwcMM+hEhZzTdFHxj4PzDg root@worker-0.XXX (ED25519) invoke-rc.d: could not determine current runlevel invoke-rc.d: policy-rc.d denied execution of start. Setting up python3-pkg-resources (20.7.0-1) ... Setting up python3-chardet (2.3.0-2) ... Setting up python3-six (1.10.0-3) ... Setting up python3-urllib3 (1.13.1-2ubuntu0.16.04.3) ... Setting up python3-requests (2.9.1-3ubuntu0.1) ... Setting up ssh-import-id (5.5-0ubuntu1) ... Processing triggers for libc-bin (2.23-0ubuntu11) ... Processing triggers for systemd (229-4ubuntu21.22) ... Reading package lists... Building dependency tree... Reading state information... 0 upgraded, 0 newly installed, 0 to remove and 30 not upgraded.
cat $SGE_CFG_PATH/setcfg.log
please wait Start SGE for worker is finished done for worker-0.XXX worker.
Sample output of sge: