Summary

ID: 22
Author: Random Гусь
Status: submit evaluated successfully
Size: 3704096 bytes
Final score: 0.9931428571428571
Created time: 2020-03-01 08:10:35 UTC
Updated time: 2020-03-01 08:18:57 UTC
Duration: 8m22s

Scores

Dataset: MNIST; metric: accuracy: 0.9968857142857143

Dataset: MNIST with augmentation; metric: accuracy: 0.9931428571428571

Preparation

Sandbox:
exit code=0; output:

Download submit.
Test submit checksum.
Archive:  /tmp/submit-vm/1028/1/22/submit.zip
    testing: run.sh                   OK
    testing: 0.h5                     OK
    testing: predict.py               OK
No errors detected in compressed data of /tmp/submit-vm/1028/1/22/submit.zip.
Test submit size.
Extract files from submit.
Archive:  /tmp/submit-vm/1028/1/22/submit.zip
  inflating: /tmp/submit-vm/1028/1/22/submit/run.sh  
  inflating: /tmp/submit-vm/1028/1/22/submit/0.h5  
  inflating: /tmp/submit-vm/1028/1/22/submit/predict.py  
Create disk image.
Start sandbox with network support.
Waiting for the sandbox...
apt.txt not found. Do not use it to install OS packages.
python.txt not found. Do not use it to install Python packages.


List installed OS packages.

ii  accountsservice                 0.6.45-1ubuntu1                             amd64        query and manipulate user account information
ii  acl                             2.2.52-3build1                              amd64        Access control list utilities
ii  acpid                           1:2.0.28-1ubuntu1                           amd64        Advanced Configuration and Power Interface event daemon
ii  adduser                         3.116ubuntu1                                all          add and remove users and groups
ii  apparmor                        2.12-4ubuntu5.1                             amd64        user-space parser utility for AppArmor
ii  apport                          2.20.9-0ubuntu7.11                          all          automatically generate crash reports for debugging
ii  apport-symptoms                 0.20                                        all          symptom scripts for apport
ii  apt                             1.6.12                                      amd64        commandline package manager
ii  apt-utils                       1.6.12                                      amd64        package management related utility programs
ii  at                              3.1.20-3.1ubuntu2                           amd64        Delayed job execution and batch processing
ii  base-files                      10.1ubuntu2.8                               amd64        Debian base system miscellaneous files
ii  base-passwd                     3.5.44                                      amd64        Debian base system master password and group files
ii  bash                            4.4.18-2ubuntu1.2                           amd64        GNU Bourne Again SHell
ii  bash-completion                 1:2.8-1ubuntu1                              all          programmable completion for the bash shell
ii  bc                              1.07.1-2                                    amd64        GNU bc arbitrary precision calculator language
ii  bcache-tools                    1.0.8-2build1                               amd64        bcache userspace tools
ii  bind9-host                      1:9.11.3+dfsg-1ubuntu1.11                   amd64        DNS lookup utility (deprecated)
ii  bsdmainutils                    11.1.2ubuntu1                               amd64        collection of more utilities from FreeBSD
ii  bsdutils                        1:2.31.1-0.4ubuntu3.5                       amd64        basic utilities from 4.4BSD-Lite
ii  btrfs-progs                     4.15.1-1build1                              amd64        Checksumming Copy on Write Filesystem utilities
ii  btrfs-tools                     4.15.1-1build1                              amd64        transitional dummy package
ii  busybox-initramfs               1:1.27.2-2ubuntu3.2                         amd64        Standalone shell setup for initramfs
ii  busybox-static                  1:1.27.2-2ubuntu3.2                         amd64        Standalone rescue shell with tons of builtin utilities
ii  byobu                           5.125-0ubuntu1                              all          text window manager, shell multiplexer, integrated DevOps environment
ii  bzip2                           1.0.6-8.1ubuntu0.2                          amd64        high-quality block-sorting file compressor - utilities
ii  ca-certificates                 20180409                                    all          Common CA certificates
ii  cloud-guest-utils               0.30-0ubuntu5                               all          cloud guest utilities
ii  cloud-init                      19.4-33-gbb4131a2-0ubuntu1~18.04.1          all          Init scripts for cloud instances
ii  cloud-initramfs-copymods        0.40ubuntu1.1                               all          copy initramfs modules into root filesystem for later use
ii  cloud-initramfs-dyn-netconf     0.40ubuntu1.1                               all          write a network interface file in /run for BOOTIF
ii  command-not-found               18.04.5                                     all          Suggest installation of packages in interactive bash sessions
ii  command-not-found-data          18.04.5                                     amd64        Set of data files for command-not-found.
ii  console-setup                   1.178ubuntu2.9                              all          console font and keymap setup program
ii  console-setup-linux             1.178ubuntu2.9                              all          Linux specific part of console-setup
ii  coreutils                       8.28-1ubuntu1                               amd64        GNU core utilities
ii  cpio                            2.12+dfsg-6ubuntu0.18.04.1                  amd64        GNU cpio -- a program to manage archives of files
ii  cron                            3.0pl1-128.1ubuntu1                         amd64        process scheduling daemon
ii  cryptsetup                      2:2.0.2-1ubuntu1.1                          amd64        disk encryption support - startup scripts
ii  cryptsetup-bin                  2:2.0.2-1ubuntu1.1                          amd64        disk encryption support - command line tools
ii  curl                            7.58.0-2ubuntu3.8                           amd64        command line tool for transferring data with URL syntax
ii  dash                            0.5.8-2.10                                  amd64        POSIX-compliant shell
ii  dbus                            1.12.2-1ubuntu1.1                           amd64        simple interprocess messaging system (daemon and utilities)
ii  debconf                         1.5.66ubuntu1                               all          Debian configuration management system
ii  debconf-i18n                    1.5.66ubuntu1                               all          full internationalization support for debconf
ii  debianutils                     4.8.4                                       amd64        Miscellaneous utilities specific to Debian
ii  dh-python                       3.20180325ubuntu2                           all          Debian helper tools for packaging Python libraries and applications
ii  diffutils                       1:3.6-1                                     amd64        File comparison utilities
ii  dirmngr                         2.2.4-1ubuntu1.2                            amd64        GNU privacy guard - network certificate management service
ii  distro-info-data                0.37ubuntu0.6                               all          information about the distributions' releases (data files)
ii  dmeventd                        2:1.02.145-4.1ubuntu3.18.04.2               amd64        Linux Kernel Device Mapper event daemon
ii  dmidecode                       3.1-1ubuntu0.1                              amd64        SMBIOS/DMI table decoder
ii  dmsetup                         2:1.02.145-4.1ubuntu3.18.04.2               amd64        Linux Kernel Device Mapper userspace library
ii  dns-root-data                   2018013001                                  all          DNS root data including root zone and DNSSEC key
ii  dnsmasq-base                    2.79-1                                      amd64        Small caching DNS proxy and DHCP/TFTP server
ii  dnsutils                        1:9.11.3+dfsg-1ubuntu1.11                   amd64        Clients provided with BIND
ii  dosfstools                      4.1-1                                       amd64        utilities for making and checking MS-DOS FAT filesystems
ii  dpkg                            1.19.0.5ubuntu2.3                           amd64        Debian package management system
ii  e2fsprogs                       1.44.1-1ubuntu1.3                           amd64        ext2/ext3/ext4 file system utilities
ii  eatmydata                       105-6                                       all          Library and utilities designed to disable fsync and friends
ii  ebtables                        2.0.10.4-3.5ubuntu2.18.04.3                 amd64        Ethernet bridge frame table administration
ii  ed                              1.10-2.1                                    amd64        classic UNIX line editor
ii  efibootmgr                      15-1                                        amd64        Interact with the EFI Boot Manager
ii  eject                           2.1.5+deb1+cvs20081104-13.2                 amd64        ejects CDs and operates CD-Changers under Linux
ii  ethtool                         1:4.15-0ubuntu1                             amd64        display or change Ethernet device settings
ii  fdisk                           2.31.1-0.4ubuntu3.5                         amd64        collection of partitioning utilities
ii  file                            1:5.32-2ubuntu0.3                           amd64        Recognize the type of data in a file using "magic" numbers
ii  findutils                       4.6.0+git+20170828-2                        amd64        utilities for finding files--find, xargs
ii  fontconfig                      2.12.6-0ubuntu2                             amd64        generic font configuration library - support binaries
ii  fontconfig-config               2.12.6-0ubuntu2                             all          generic font configuration library - configuration
ii  fonts-dejavu-core               2.37-1                                      all          Vera font family derivate with additional characters
ii  fonts-ubuntu-console            0.83-2                                      all          console version of the Ubuntu Mono font
ii  freeglut3:amd64                 2.8.1-3                                     amd64        OpenGL Utility Toolkit
ii  friendly-recovery               0.2.38ubuntu1.1                             all          Make recovery boot mode more user-friendly
ii  ftp                             0.17-34                                     amd64        classical file transfer client
ii  fuse                            2.9.7-1ubuntu1                              amd64        Filesystem in Userspace
ii  gawk                            1:4.1.4+dfsg-1build1                        amd64        GNU awk, a pattern scanning and processing language
ii  gcc-8-base:amd64                8.3.0-6ubuntu1~18.04.1                      amd64        GCC, the GNU Compiler Collection (base package)
ii  gdisk                           1.0.3-1                                     amd64        GPT fdisk text-mode partitioning tool
ii  geoip-database                  20180315-1                                  all          IP lookup command line tools that use the GeoIP library (country database)
ii  gettext-base                    0.19.8.1-6ubuntu0.3                         amd64        GNU Internationalization utilities for the base system
ii  gir1.2-glib-2.0:amd64           1.56.1-1                                    amd64        Introspection data for GLib, GObject, Gio and GModule
ii  git                             1:2.17.1-1ubuntu0.5                         amd64        fast, scalable, distributed revision control system
ii  git-man                         1:2.17.1-1ubuntu0.5                         all          fast, scalable, distributed revision control system (manual pages)
ii  gnupg                           2.2.4-1ubuntu1.2                            amd64        GNU privacy guard - a free PGP replacement
ii  gnupg-l10n                      2.2.4-1ubuntu1.2                            all          GNU privacy guard - localization files
ii  gnupg-utils                     2.2.4-1ubuntu1.2                            amd64        GNU privacy guard - utility programs
ii  gpg                             2.2.4-1ubuntu1.2                            amd64        GNU Privacy Guard -- minimalist public key operations
ii  gpg-agent                       2.2.4-1ubuntu1.2                            amd64        GNU privacy guard - cryptographic agent
ii  gpg-wks-client                  2.2.4-1ubuntu1.2                            amd64        GNU privacy guard - Web Key Service client
ii  gpg-wks-server                  2.2.4-1ubuntu1.2                            amd64        GNU privacy guard - Web Key Service server
ii  gpgconf                         2.2.4-1ubuntu1.2                            amd64        GNU privacy guard - core configuration utilities
ii  gpgsm                           2.2.4-1ubuntu1.2                            amd64        GNU privacy guard - S/MIME version
ii  gpgv                            2.2.4-1ubuntu1.2                            amd64        GNU privacy guard - signature verification tool
ii  graphviz                        2.40.1-2                                    amd64        rich set of graph drawing tools
ii  grep                            3.1-2build1                                 amd64        GNU grep, egrep and fgrep
ii  groff-base                      1.22.3-10                                   amd64        GNU troff text-formatting system (base system components)
ii  grub-common                     2.02-2ubuntu8.14                            amd64        GRand Unified Bootloader (common files)
ii  grub-efi-amd64                  2.02-2ubuntu8.14                            amd64        GRand Unified Bootloader, version 2 (EFI-AMD64 version)
ii  grub-efi-amd64-bin              2.02-2ubuntu8.14                            amd64        GRand Unified Bootloader, version 2 (EFI-AMD64 binaries)
ii  grub-efi-amd64-signed           1.93.15+2.02-2ubuntu8.14                    amd64        GRand Unified Bootloader, version 2 (EFI-AMD64 version, signed)
ii  grub-legacy-ec2                 1:1                                         all          Handles update-grub for ec2 instances
ii  grub-pc-bin                     2.02-2ubuntu8.14                            amd64        GRand Unified Bootloader, version 2 (PC/BIOS binaries)
ii  grub2-common                    2.02-2ubuntu8.14                            amd64        GRand Unified Bootloader (common files for version 2)
ii  gzip                            1.6-5ubuntu1                                amd64        GNU compression utilities
ii  hdparm                          9.54+ds-1                                   amd64        tune hard disk parameters for high performance
ii  hostname                        3.20                                        amd64        utility to set/show the host name or domain name
ii  htop                            2.1.0-3                                     amd64        interactive processes viewer
ii  info                            6.5.0.dfsg.1-2                              amd64        Standalone GNU Info documentation browser
ii  init                            1.51                                        amd64        metapackage ensuring an init system is installed
ii  init-system-helpers             1.51                                        all          helper tools for all init systems
ii  initramfs-tools                 0.130ubuntu3.9                              all          generic modular initramfs generator (automation)
ii  initramfs-tools-bin             0.130ubuntu3.9                              amd64        binaries used by initramfs-tools
ii  initramfs-tools-core            0.130ubuntu3.9                              all          generic modular initramfs generator (core tools)
ii  install-info                    6.5.0.dfsg.1-2                              amd64        Manage installed documentation in info format
ii  iproute2                        4.15.0-2ubuntu1                             amd64        networking and traffic control tools
ii  iptables                        1.6.1-2ubuntu2                              amd64        administration tools for packet filtering and NAT
ii  iputils-ping                    3:20161105-1ubuntu3                         amd64        Tools to test the reachability of network hosts
ii  iputils-tracepath               3:20161105-1ubuntu3                         amd64        Tools to trace the network path to a remote host
ii  irqbalance                      1.3.0-0.1ubuntu0.18.04.1                    amd64        Daemon to balance interrupts for SMP systems
ii  isc-dhcp-client                 4.3.5-3ubuntu7.1                            amd64        DHCP client for automatically obtaining an IP address
ii  isc-dhcp-common                 4.3.5-3ubuntu7.1                            amd64        common manpages relevant to all of the isc-dhcp packages
ii  iso-codes                       3.79-1                                      all          ISO language, territory, currency, script codes and their translations
ii  kbd                             2.0.4-2ubuntu1                              amd64        Linux console font and keytable utilities
ii  keyboard-configuration          1.178ubuntu2.9                              all          system-wide keyboard preferences
ii  klibc-utils                     2.0.4-9ubuntu2                              amd64        small utilities built with klibc for early boot
ii  kmod                            24-1ubuntu3.2                               amd64        tools for managing Linux kernel modules
ii  krb5-locales                    1.16-2ubuntu0.1                             all          internationalization support for MIT Kerberos
ii  landscape-common                18.01-0ubuntu3.4                            amd64        Landscape administration system client - Common files
ii  language-selector-common        0.188.3                                     all          Language selector for Ubuntu
ii  less                            487-0.1                                     amd64        pager program similar to more
ii  libaccountsservice0:amd64       0.6.45-1ubuntu1                             amd64        query and manipulate user account information - shared libraries
ii  libacl1:amd64                   2.2.52-3build1                              amd64        Access control list shared library
ii  libann0                         1.1.2+doc-6                                 amd64        Approximate Nearest Neighbor Searching library
ii  libapparmor1:amd64              2.12-4ubuntu5.1                             amd64        changehat AppArmor library
ii  libapt-inst2.0:amd64            1.6.12                                      amd64        deb package format runtime library
ii  libapt-pkg5.0:amd64             1.6.12                                      amd64        package management runtime library
ii  libargon2-0:amd64               0~20161029-1.1                              amd64        memory-hard hashing function - runtime library
ii  libasn1-8-heimdal:amd64         7.5.0+dfsg-1                                amd64        Heimdal Kerberos - ASN.1 library
ii  libassuan0:amd64                2.5.1-2                                     amd64        IPC library for the GnuPG components
ii  libatm1:amd64                   1:2.5.1-2build1                             amd64        shared library for ATM (Asynchronous Transfer Mode)
ii  libattr1:amd64                  1:2.4.47-2build1                            amd64        Extended attribute shared library
ii  libaudit-common                 1:2.8.2-1ubuntu1                            all          Dynamic library for security auditing - common files
ii  libaudit1:amd64                 1:2.8.2-1ubuntu1                            amd64        Dynamic library for security auditing
ii  libbind9-160:amd64              1:9.11.3+dfsg-1ubuntu1.11                   amd64        BIND9 Shared Library used by BIND
ii  libblkid1:amd64                 2.31.1-0.4ubuntu3.5                         amd64        block device ID library
ii  libbsd0:amd64                   0.8.7-1ubuntu0.1                            amd64        utility functions from BSD systems - shared library
ii  libbz2-1.0:amd64                1.0.6-8.1ubuntu0.2                          amd64        high-quality block-sorting file compressor library - runtime
ii  libc-bin                        2.27-3ubuntu1                               amd64        GNU C Library: Binaries
ii  libc-dev-bin                    2.27-3ubuntu1                               amd64        GNU C Library: Development binaries
ii  libc6:amd64                     2.27-3ubuntu1                               amd64        GNU C Library: Shared libraries
ii  libc6-dev:amd64                 2.27-3ubuntu1                               amd64        GNU C Library: Development Libraries and Header Files
ii  libcairo2:amd64                 1.15.10-2ubuntu0.1                          amd64        Cairo 2D vector graphics library
ii  libcap-ng0:amd64                0.7.7-3.1                                   amd64        An alternate POSIX capabilities library
ii  libcap2:amd64                   1:2.25-1.2                                  amd64        POSIX 1003.1e capabilities (library)
ii  libcap2-bin                     1:2.25-1.2                                  amd64        POSIX 1003.1e capabilities (utilities)
ii  libcdt5                         2.40.1-2                                    amd64        rich set of graph drawing tools - cdt library
ii  libcgraph6                      2.40.1-2                                    amd64        rich set of graph drawing tools - cgraph library
ii  libcom-err2:amd64               1.44.1-1ubuntu1.3                           amd64        common error description library
ii  libcryptsetup12:amd64           2:2.0.2-1ubuntu1.1                          amd64        disk encryption support - shared library
ii  libcurl3-gnutls:amd64           7.58.0-2ubuntu3.8                           amd64        easy-to-use client-side URL transfer library (GnuTLS flavour)
ii  libcurl4:amd64                  7.58.0-2ubuntu3.8                           amd64        easy-to-use client-side URL transfer library (OpenSSL flavour)
ii  libdatrie1:amd64                0.2.10-7                                    amd64        Double-array trie library
ii  libdb5.3:amd64                  5.3.28-13.1ubuntu1.1                        amd64        Berkeley v5.3 Database Libraries [runtime]
ii  libdbus-1-3:amd64               1.12.2-1ubuntu1.1                           amd64        simple interprocess messaging system (library)
ii  libdebconfclient0:amd64         0.213ubuntu1                                amd64        Debian Configuration Management System (C-implementation library)
ii  libdevmapper-event1.02.1:amd64  2:1.02.145-4.1ubuntu3.18.04.2               amd64        Linux Kernel Device Mapper event support library
ii  libdevmapper1.02.1:amd64        2:1.02.145-4.1ubuntu3.18.04.2               amd64        Linux Kernel Device Mapper userspace library
ii  libdns-export1100               1:9.11.3+dfsg-1ubuntu1.11                   amd64        Exported DNS Shared Library
ii  libdns1100:amd64                1:9.11.3+dfsg-1ubuntu1.11                   amd64        DNS Shared Library used by BIND
ii  libdrm-amdgpu1:amd64            2.4.99-1ubuntu1~18.04.2                     amd64        Userspace interface to amdgpu-specific kernel DRM services -- runtime
ii  libdrm-common                   2.4.99-1ubuntu1~18.04.2                     all          Userspace interface to kernel DRM services -- common files
ii  libdrm-intel1:amd64             2.4.99-1ubuntu1~18.04.2                     amd64        Userspace interface to intel-specific kernel DRM services -- runtime
ii  libdrm-nouveau2:amd64           2.4.99-1ubuntu1~18.04.2                     amd64        Userspace interface to nouveau-specific kernel DRM services -- runtime
ii  libdrm-radeon1:amd64            2.4.99-1ubuntu1~18.04.2                     amd64        Userspace interface to radeon-specific kernel DRM services -- runtime
ii  libdrm2:amd64                   2.4.99-1ubuntu1~18.04.2                     amd64        Userspace interface to kernel DRM services -- runtime
ii  libdumbnet1:amd64               1.12-7build1                                amd64        dumb, portable networking library -- shared library
ii  libeatmydata1:amd64             105-6                                       amd64        Library and utilities to disable fsync and friends - shared library
ii  libedit2:amd64                  3.1-20170329-1                              amd64        BSD editline and history libraries
ii  libefiboot1:amd64               34-1                                        amd64        Library to manage UEFI variables
ii  libefivar1:amd64                34-1                                        amd64        Library to manage UEFI variables
ii  libelf1:amd64                   0.170-0.4ubuntu0.1                          amd64        library to read and write ELF files
ii  liberror-perl                   0.17025-1                                   all          Perl module for error/exception handling in an OO-ish way
ii  libestr0:amd64                  0.1.10-2.1                                  amd64        Helper functions for handling strings (lib)
ii  libevent-2.1-6:amd64            2.1.8-stable-4build1                        amd64        Asynchronous event notification library
ii  libexpat1:amd64                 2.2.5-3ubuntu0.2                            amd64        XML parsing C library - runtime library
ii  libexpat1-dev:amd64             2.2.5-3ubuntu0.2                            amd64        XML parsing C library - development kit
ii  libext2fs2:amd64                1.44.1-1ubuntu1.3                           amd64        ext2/ext3/ext4 file system libraries
ii  libfastjson4:amd64              0.99.8-2                                    amd64        fast json library for C
ii  libfdisk1:amd64                 2.31.1-0.4ubuntu3.5                         amd64        fdisk partitioning library
ii  libffi6:amd64                   3.2.1-8                                     amd64        Foreign Function Interface library runtime
ii  libfontconfig1:amd64            2.12.6-0ubuntu2                             amd64        generic font configuration library - runtime
ii  libfreetype6:amd64              2.8.1-2ubuntu2                              amd64        FreeType 2 font engine, shared library files
ii  libfribidi0:amd64               0.19.7-2                                    amd64        Free Implementation of the Unicode BiDi algorithm
ii  libfuse2:amd64                  2.9.7-1ubuntu1                              amd64        Filesystem in Userspace (library)
ii  libgcc1:amd64                   1:8.3.0-6ubuntu1~18.04.1                    amd64        GCC support library
ii  libgcrypt20:amd64               1.8.1-4ubuntu1.2                            amd64        LGPL Crypto library - runtime library
ii  libgd3:amd64                    2.2.5-4ubuntu0.3                            amd64        GD Graphics Library
ii  libgdbm-compat4:amd64           1.14.1-6                                    amd64        GNU dbm database routines (legacy support runtime version) 
ii  libgdbm5:amd64                  1.14.1-6                                    amd64        GNU dbm database routines (runtime version) 
ii  libgeoip1:amd64                 1.6.12-1                                    amd64        non-DNS IP-to-country resolver library
ii  libgif7:amd64                   5.1.4-2ubuntu0.1                            amd64        library for GIF images (library)
ii  libgirepository-1.0-1:amd64     1.56.1-1                                    amd64        Library for handling GObject introspection data (runtime library)
ii  libgl1:amd64                    1.0.0-2ubuntu2.3                            amd64        Vendor neutral GL dispatch library -- legacy GL support
ii  libgl1-mesa-dri:amd64           19.2.8-0ubuntu0~18.04.2                     amd64        free implementation of the OpenGL API -- DRI modules
ii  libgl1-mesa-glx:amd64           19.2.8-0ubuntu0~18.04.2                     amd64        transitional dummy package
ii  libglapi-mesa:amd64             19.2.8-0ubuntu0~18.04.2                     amd64        free implementation of the GL API -- shared library
ii  libglib2.0-0:amd64              2.56.4-0ubuntu0.18.04.4                     amd64        GLib library of C routines
ii  libglib2.0-data                 2.56.4-0ubuntu0.18.04.4                     all          Common files for GLib library
ii  libglvnd0:amd64                 1.0.0-2ubuntu2.3                            amd64        Vendor neutral GL dispatch library
ii  libglx-mesa0:amd64              19.2.8-0ubuntu0~18.04.2                     amd64        free implementation of the OpenGL API -- GLX vendor library
ii  libglx0:amd64                   1.0.0-2ubuntu2.3                            amd64        Vendor neutral GL dispatch library -- GLX support
ii  libgmp10:amd64                  2:6.1.2+dfsg-2                              amd64        Multiprecision arithmetic library
ii  libgnutls30:amd64               3.5.18-1ubuntu1.3                           amd64        GNU TLS library - main runtime library
ii  libgpg-error0:amd64             1.27-6                                      amd64        library for common error values and messages in GnuPG components
ii  libgpm2:amd64                   1.20.7-5                                    amd64        General Purpose Mouse - shared library
ii  libgraphite2-3:amd64            1.3.11-2                                    amd64        Font rendering engine for Complex Scripts -- library
ii  libgssapi-krb5-2:amd64          1.16-2ubuntu0.1                             amd64        MIT Kerberos runtime libraries - krb5 GSS-API Mechanism
ii  libgssapi3-heimdal:amd64        7.5.0+dfsg-1                                amd64        Heimdal Kerberos - GSSAPI support library
ii  libgts-0.7-5:amd64              0.7.6+darcs121130-4                         amd64        library to deal with 3D computational surface meshes
ii  libgvc6                         2.40.1-2                                    amd64        rich set of graph drawing tools - gvc library
ii  libgvpr2                        2.40.1-2                                    amd64        rich set of graph drawing tools - gvpr library
ii  libharfbuzz0b:amd64             1.7.2-1ubuntu1                              amd64        OpenType text shaping engine (shared library)
ii  libhcrypto4-heimdal:amd64       7.5.0+dfsg-1                                amd64        Heimdal Kerberos - crypto library
ii  libheimbase1-heimdal:amd64      7.5.0+dfsg-1                                amd64        Heimdal Kerberos - Base library
ii  libheimntlm0-heimdal:amd64      7.5.0+dfsg-1                                amd64        Heimdal Kerberos - NTLM support library
ii  libhogweed4:amd64               3.4-1                                       amd64        low level cryptographic library (public-key cryptos)
ii  libhx509-5-heimdal:amd64        7.5.0+dfsg-1                                amd64        Heimdal Kerberos - X509 support library
ii  libice6:amd64                   2:1.0.9-2                                   amd64        X11 Inter-Client Exchange library
ii  libicu60:amd64                  60.2-3ubuntu3                               amd64        International Components for Unicode
ii  libidn11:amd64                  1.33-2.1ubuntu1.2                           amd64        GNU Libidn library, implementation of IETF IDN specifications
ii  libidn2-0:amd64                 2.0.4-1.1ubuntu0.2                          amd64        Internationalized domain names (IDNA2008/TR46) library
ii  libip4tc0:amd64                 1.6.1-2ubuntu2                              amd64        netfilter libip4tc library
ii  libip6tc0:amd64                 1.6.1-2ubuntu2                              amd64        netfilter libip6tc library
ii  libiptc0:amd64                  1.6.1-2ubuntu2                              amd64        netfilter libiptc library
ii  libirs160:amd64                 1:9.11.3+dfsg-1ubuntu1.11                   amd64        DNS Shared Library used by BIND
ii  libisc-export169:amd64          1:9.11.3+dfsg-1ubuntu1.11                   amd64        Exported ISC Shared Library
ii  libisc169:amd64                 1:9.11.3+dfsg-1ubuntu1.11                   amd64        ISC Shared Library used by BIND
ii  libisccc160:amd64               1:9.11.3+dfsg-1ubuntu1.11                   amd64        Command Channel Library used by BIND
ii  libisccfg160:amd64              1:9.11.3+dfsg-1ubuntu1.11                   amd64        Config File Handling Library used by BIND
ii  libisns0:amd64                  0.97-2build1                                amd64        Internet Storage Name Service - shared libraries
ii  libjbig0:amd64                  2.1-3.1build1                               amd64        JBIGkit libraries
ii  libjpeg-turbo8:amd64            1.5.2-0ubuntu5.18.04.3                      amd64        IJG JPEG compliant runtime library.
ii  libjpeg8:amd64                  8c-2ubuntu8                                 amd64        Independent JPEG Group's JPEG runtime library (dependency package)
ii  libjson-c3:amd64                0.12.1-1.3                                  amd64        JSON manipulation library - shared library
ii  libk5crypto3:amd64              1.16-2ubuntu0.1                             amd64        MIT Kerberos runtime libraries - Crypto Library
ii  libkeyutils1:amd64              1.5.9-9.2ubuntu2                            amd64        Linux Key Management Utilities (library)
ii  libklibc                        2.0.4-9ubuntu2                              amd64        minimal libc subset for use with initramfs
ii  libkmod2:amd64                  24-1ubuntu3.2                               amd64        libkmod shared library
ii  libkrb5-26-heimdal:amd64        7.5.0+dfsg-1                                amd64        Heimdal Kerberos - libraries
ii  libkrb5-3:amd64                 1.16-2ubuntu0.1                             amd64        MIT Kerberos runtime libraries
ii  libkrb5support0:amd64           1.16-2ubuntu0.1                             amd64        MIT Kerberos runtime libraries - Support library
ii  libksba8:amd64                  1.3.5-2                                     amd64        X.509 and CMS support library
ii  liblab-gamut1                   2.40.1-2                                    amd64        rich set of graph drawing tools - liblab_gamut library
ii  libldap-2.4-2:amd64             2.4.45+dfsg-1ubuntu1.4                      amd64        OpenLDAP libraries
ii  libldap-common                  2.4.45+dfsg-1ubuntu1.4                      all          OpenLDAP common files for libraries
ii  libllvm9:amd64                  1:9-2~ubuntu18.04.2                         amd64        Modular compiler and toolchain technologies, runtime library
ii  liblocale-gettext-perl          1.07-3build2                                amd64        module using libc functions for internationalization in Perl
ii  libltdl7:amd64                  2.4.6-2                                     amd64        System independent dlopen wrapper for GNU libtool
ii  liblvm2app2.2:amd64             2.02.176-4.1ubuntu3.18.04.2                 amd64        LVM2 application library
ii  liblvm2cmd2.02:amd64            2.02.176-4.1ubuntu3.18.04.2                 amd64        LVM2 command library
ii  liblwres160:amd64               1:9.11.3+dfsg-1ubuntu1.11                   amd64        Lightweight Resolver Library used by BIND
ii  liblxc-common                   3.0.3-0ubuntu1~18.04.1                      amd64        Linux Containers userspace tools (common tools)
ii  liblxc1                         3.0.3-0ubuntu1~18.04.1                      amd64        Linux Containers userspace tools (library)
ii  liblz4-1:amd64                  0.0~r131-2ubuntu3                           amd64        Fast LZ compression algorithm library - runtime
ii  liblzma5:amd64                  5.2.2-1.3                                   amd64        XZ-format compression library
ii  liblzo2-2:amd64                 2.08-1.2                                    amd64        data compression library
ii  libmagic-mgc                    1:5.32-2ubuntu0.3                           amd64        File type determination library using "magic" numbers (compiled magic file)
ii  libmagic1:amd64                 1:5.32-2ubuntu0.3                           amd64        Recognize the type of data in a file using "magic" numbers - library
ii  libmnl0:amd64                   1.0.4-2                                     amd64        minimalistic Netlink communication library
ii  libmount1:amd64                 2.31.1-0.4ubuntu3.5                         amd64        device mounting library
ii  libmpdec2:amd64                 2.4.2-1ubuntu1                              amd64        library for decimal floating point arithmetic (runtime library)
ii  libmpfr6:amd64                  4.0.1-1                                     amd64        multiple precision floating-point computation
ii  libmspack0:amd64                0.6-3ubuntu0.3                              amd64        library for Microsoft compression formats (shared library)
ii  libncurses5:amd64               6.1-1ubuntu1.18.04                          amd64        shared libraries for terminal handling
ii  libncursesw5:amd64              6.1-1ubuntu1.18.04                          amd64        shared libraries for terminal handling (wide character support)
ii  libnetfilter-conntrack3:amd64   1.0.6-2                                     amd64        Netfilter netlink-conntrack library
ii  libnettle6:amd64                3.4-1                                       amd64        low level cryptographic library (symmetric and one-way cryptos)
ii  libnewt0.52:amd64               0.52.20-1ubuntu1                            amd64        Not Erik's Windowing Toolkit - text mode windowing with slang
ii  libnfnetlink0:amd64             1.0.1-3                                     amd64        Netfilter netlink library
ii  libnghttp2-14:amd64             1.30.0-1ubuntu1                             amd64        library implementing HTTP/2 protocol (shared library)
ii  libnih1:amd64                   1.0.3-6ubuntu2                              amd64        NIH Utility Library
ii  libnpth0:amd64                  1.5-3                                       amd64        replacement for GNU Pth using system threads
ii  libnss-systemd:amd64            237-3ubuntu10.39                            amd64        nss module providing dynamic user and group name resolution
ii  libntfs-3g88                    1:2017.3.23-2ubuntu0.18.04.2                amd64        read/write NTFS driver for FUSE (runtime library)
ii  libnuma1:amd64                  2.0.11-2.1ubuntu0.1                         amd64        Libraries for controlling NUMA policy
ii  libp11-kit0:amd64               0.23.9-2                                    amd64        library for loading and coordinating access to PKCS#11 modules - runtime
ii  libpam-cap:amd64                1:2.25-1.2                                  amd64        POSIX 1003.1e capabilities (PAM module)
ii  libpam-modules:amd64            1.1.8-3.6ubuntu2.18.04.1                    amd64        Pluggable Authentication Modules for PAM
ii  libpam-modules-bin              1.1.8-3.6ubuntu2.18.04.1                    amd64        Pluggable Authentication Modules for PAM - helper binaries
ii  libpam-runtime                  1.1.8-3.6ubuntu2.18.04.1                    all          Runtime support for the PAM library
ii  libpam-systemd:amd64            237-3ubuntu10.39                            amd64        system and service manager - PAM module
ii  libpam0g:amd64                  1.1.8-3.6ubuntu2.18.04.1                    amd64        Pluggable Authentication Modules library
ii  libpango-1.0-0:amd64            1.40.14-1ubuntu0.1                          amd64        Layout and rendering of internationalized text
ii  libpangocairo-1.0-0:amd64       1.40.14-1ubuntu0.1                          amd64        Layout and rendering of internationalized text
ii  libpangoft2-1.0-0:amd64         1.40.14-1ubuntu0.1                          amd64        Layout and rendering of internationalized text
ii  libparted2:amd64                3.2-20ubuntu0.2                             amd64        disk partition manipulator - shared library
ii  libpathplan4                    2.40.1-2                                    amd64        rich set of graph drawing tools - pathplan library
ii  libpcap0.8:amd64                1.8.1-6ubuntu1.18.04.1                      amd64        system interface for user-level packet capture
ii  libpci3:amd64                   1:3.5.2-1ubuntu1.1                          amd64        Linux PCI Utilities (shared library)
ii  libpciaccess0:amd64             0.14-1                                      amd64        Generic PCI access library for X
ii  libpcre3:amd64                  2:8.39-9                                    amd64        Old Perl 5 Compatible Regular Expression Library - runtime files
ii  libperl5.26:amd64               5.26.1-6ubuntu0.3                           amd64        shared Perl library
ii  libpipeline1:amd64              1.5.0-1                                     amd64        pipeline manipulation library
ii  libpixman-1-0:amd64             0.34.0-2                                    amd64        pixel-manipulation library for X and cairo
ii  libplymouth4:amd64              0.9.3-1ubuntu7.18.04.2                      amd64        graphical boot animation and logger - shared libraries
ii  libpng16-16:amd64               1.6.34-1ubuntu0.18.04.2                     amd64        PNG library - runtime (version 1.6)
ii  libpolkit-agent-1-0:amd64       0.105-20ubuntu0.18.04.5                     amd64        PolicyKit Authentication Agent API
ii  libpolkit-backend-1-0:amd64     0.105-20ubuntu0.18.04.5                     amd64        PolicyKit backend API
ii  libpolkit-gobject-1-0:amd64     0.105-20ubuntu0.18.04.5                     amd64        PolicyKit Authorization API
ii  libpopt0:amd64                  1.16-11                                     amd64        lib for parsing cmdline parameters
ii  libprocps6:amd64                2:3.3.12-3ubuntu1.2                         amd64        library for accessing process information from /proc
ii  libpsl5:amd64                   0.19.1-5build1                              amd64        Library for Public Suffix List (shared libraries)
ii  libpython3-dev:amd64            3.6.7-1~18.04                               amd64        header files and a static library for Python (default)
ii  libpython3-stdlib:amd64         3.6.7-1~18.04                               amd64        interactive high-level object-oriented language (default python3 version)
ii  libpython3.6:amd64              3.6.9-1~18.04                               amd64        Shared Python runtime library (version 3.6)
ii  libpython3.6-dev:amd64          3.6.9-1~18.04                               amd64        Header files and a static library for Python (v3.6)
ii  libpython3.6-minimal:amd64      3.6.9-1~18.04                               amd64        Minimal subset of the Python language (version 3.6)
ii  libpython3.6-stdlib:amd64       3.6.9-1~18.04                               amd64        Interactive high-level object-oriented language (standard library, version 3.6)
ii  libreadline5:amd64              5.2+dfsg-3build1                            amd64        GNU readline and history libraries, run-time libraries
ii  libreadline7:amd64              7.0-3                                       amd64        GNU readline and history libraries, run-time libraries
ii  libroken18-heimdal:amd64        7.5.0+dfsg-1                                amd64        Heimdal Kerberos - roken support library
ii  librtmp1:amd64                  2.4+20151223.gitfa8646d.1-1                 amd64        toolkit for RTMP streams (shared library)
ii  libsasl2-2:amd64                2.1.27~101-g0780600+dfsg-3ubuntu2.1         amd64        Cyrus SASL - authentication abstraction library
ii  libsasl2-modules:amd64          2.1.27~101-g0780600+dfsg-3ubuntu2.1         amd64        Cyrus SASL - pluggable authentication modules
ii  libsasl2-modules-db:amd64       2.1.27~101-g0780600+dfsg-3ubuntu2.1         amd64        Cyrus SASL - pluggable authentication modules (DB)
ii  libseccomp2:amd64               2.4.1-0ubuntu0.18.04.2                      amd64        high level interface to Linux seccomp filter
ii  libselinux1:amd64               2.7-2build2                                 amd64        SELinux runtime shared libraries
ii  libsemanage-common              2.7-2build2                                 all          Common files for SELinux policy management libraries
ii  libsemanage1:amd64              2.7-2build2                                 amd64        SELinux policy management library
ii  libsensors4:amd64               1:3.4.0-4                                   amd64        library to read temperature/voltage/fan sensors
ii  libsepol1:amd64                 2.7-1                                       amd64        SELinux library for manipulating binary security policies
ii  libsigsegv2:amd64               2.12-1                                      amd64        Library for handling page faults in a portable way
ii  libslang2:amd64                 2.3.1a-3ubuntu1                             amd64        S-Lang programming library - runtime version
ii  libsm6:amd64                    2:1.2.2-1                                   amd64        X11 Session Management library
ii  libsmartcols1:amd64             2.31.1-0.4ubuntu3.5                         amd64        smart column output alignment library
ii  libsqlite3-0:amd64              3.22.0-1ubuntu0.2                           amd64        SQLite 3 shared library
ii  libss2:amd64                    1.44.1-1ubuntu1.3                           amd64        command-line interface parsing library
ii  libssl1.0.0:amd64               1.0.2n-1ubuntu5.3                           amd64        Secure Sockets Layer toolkit - shared libraries
ii  libssl1.1:amd64                 1.1.1-1ubuntu2.1~18.04.5                    amd64        Secure Sockets Layer toolkit - shared libraries
ii  libstdc++6:amd64                8.3.0-6ubuntu1~18.04.1                      amd64        GNU Standard C++ Library v3
ii  libsystemd0:amd64               237-3ubuntu10.39                            amd64        systemd utility library
ii  libtasn1-6:amd64                4.13-2                                      amd64        Manage ASN.1 structures (runtime)
ii  libtext-charwidth-perl          0.04-7.1                                    amd64        get display widths of characters on the terminal
ii  libtext-iconv-perl              1.7-5build6                                 amd64        converts between character sets in Perl
ii  libtext-wrapi18n-perl           0.06-7.1                                    all          internationalized substitute of Text::Wrap
ii  libthai-data                    0.1.27-2                                    all          Data files for Thai language support library
ii  libthai0:amd64                  0.1.27-2                                    amd64        Thai language support library
ii  libtiff5:amd64                  4.0.9-5ubuntu0.3                            amd64        Tag Image File Format (TIFF) library
ii  libtinfo5:amd64                 6.1-1ubuntu1.18.04                          amd64        shared low-level terminfo library for terminal handling
ii  libudev1:amd64                  237-3ubuntu10.39                            amd64        libudev shared library
ii  libunistring2:amd64             0.9.9-0ubuntu2                              amd64        Unicode string library for C
ii  libunwind8:amd64                1.2.1-8                                     amd64        library to determine the call-chain of a program - runtime
ii  libusb-1.0-0:amd64              2:1.0.21-2                                  amd64        userspace USB programming library
ii  libutempter0:amd64              1.1.6-3                                     amd64        privileged helper for utmp/wtmp updates (runtime)
ii  libuuid1:amd64                  2.31.1-0.4ubuntu3.5                         amd64        Universally Unique ID library
ii  libuv1:amd64                    1.18.0-3                                    amd64        asynchronous event notification library - runtime library
ii  libwebp6:amd64                  0.6.1-2                                     amd64        Lossy compression of digital photographic images.
ii  libwebpdemux2:amd64             0.6.1-2                                     amd64        Lossy compression of digital photographic images.
ii  libwebpmux3:amd64               0.6.1-2                                     amd64        Lossy compression of digital photographic images.
ii  libwind0-heimdal:amd64          7.5.0+dfsg-1                                amd64        Heimdal Kerberos - stringprep implementation
ii  libwrap0:amd64                  7.6.q-27                                    amd64        Wietse Venema's TCP wrappers library
ii  libx11-6:amd64                  2:1.6.4-3ubuntu0.2                          amd64        X11 client-side library
ii  libx11-data                     2:1.6.4-3ubuntu0.2                          all          X11 client-side library
ii  libx11-xcb1:amd64               2:1.6.4-3ubuntu0.2                          amd64        Xlib/XCB interface library
ii  libxau6:amd64                   1:1.0.8-1                                   amd64        X11 authorisation library
ii  libxaw7:amd64                   2:1.0.13-1                                  amd64        X11 Athena Widget library
ii  libxcb-dri2-0:amd64             1.13-2~ubuntu18.04                          amd64        X C Binding, dri2 extension
ii  libxcb-dri3-0:amd64             1.13-2~ubuntu18.04                          amd64        X C Binding, dri3 extension
ii  libxcb-glx0:amd64               1.13-2~ubuntu18.04                          amd64        X C Binding, glx extension
ii  libxcb-present0:amd64           1.13-2~ubuntu18.04                          amd64        X C Binding, present extension
ii  libxcb-render0:amd64            1.13-2~ubuntu18.04                          amd64        X C Binding, render extension
ii  libxcb-shm0:amd64               1.13-2~ubuntu18.04                          amd64        X C Binding, shm extension
ii  libxcb-sync1:amd64              1.13-2~ubuntu18.04                          amd64        X C Binding, sync extension
ii  libxcb1:amd64                   1.13-2~ubuntu18.04                          amd64        X C Binding
ii  libxdamage1:amd64               1:1.1.4-3                                   amd64        X11 damaged region extension library
ii  libxdmcp6:amd64                 1:1.1.2-3                                   amd64        X11 Display Manager Control Protocol library
ii  libxext6:amd64                  2:1.3.3-1                                   amd64        X11 miscellaneous extension library
ii  libxfixes3:amd64                1:5.0.3-1                                   amd64        X11 miscellaneous 'fixes' extension library
ii  libxi6:amd64                    2:1.7.9-1                                   amd64        X11 Input extension library
ii  libxml2:amd64                   2.9.4+dfsg1-6.1ubuntu1.3                    amd64        GNOME XML library
ii  libxmlsec1:amd64                1.2.25-1build1                              amd64        XML security library
ii  libxmlsec1-openssl:amd64        1.2.25-1build1                              amd64        Openssl engine for the XML security library
ii  libxmu6:amd64                   2:1.1.2-2                                   amd64        X11 miscellaneous utility library
ii  libxmuu1:amd64                  2:1.1.2-2                                   amd64        X11 miscellaneous micro-utility library
ii  libxpm4:amd64                   1:3.5.12-1                                  amd64        X11 pixmap library
ii  libxrender1:amd64               1:0.9.10-1                                  amd64        X Rendering Extension client library
ii  libxshmfence1:amd64             1.3-1                                       amd64        X shared memory fences - shared library
ii  libxslt1.1:amd64                1.1.29-5ubuntu0.2                           amd64        XSLT 1.0 processing library - runtime library
ii  libxt6:amd64                    1:1.1.5-1                                   amd64        X11 toolkit intrinsics library
ii  libxtables12:amd64              1.6.1-2ubuntu2                              amd64        netfilter xtables library
ii  libxxf86vm1:amd64               1:1.1.4-1                                   amd64        X11 XFree86 video mode extension library
ii  libyaml-0-2:amd64               0.1.7-2ubuntu3                              amd64        Fast YAML 1.1 parser and emitter library
ii  libzstd1:amd64                  1.3.3+dfsg-2ubuntu1.1                       amd64        fast lossless compression algorithm
ii  linux-base                      4.5ubuntu1                                  all          Linux image base package
ii  linux-headers-4.15.0-88         4.15.0-88.88                                all          Header files related to Linux kernel version 4.15.0
ii  linux-headers-4.15.0-88-generic 4.15.0-88.88                                amd64        Linux kernel headers for version 4.15.0 on 64 bit x86 SMP
ii  linux-headers-generic           4.15.0.88.80                                amd64        Generic Linux kernel headers
ii  linux-headers-virtual           4.15.0.88.80                                amd64        Virtual Linux kernel headers
ii  linux-image-4.15.0-88-generic   4.15.0-88.88                                amd64        Signed kernel image generic
ii  linux-image-virtual             4.15.0.88.80                                amd64        Virtual Linux kernel image
ii  linux-libc-dev:amd64            4.15.0-88.88                                amd64        Linux Kernel Headers for development
ii  linux-modules-4.15.0-88-generic 4.15.0-88.88                                amd64        Linux kernel extra modules for version 4.15.0 on 64 bit x86 SMP
ii  linux-virtual                   4.15.0.88.80                                amd64        Minimal Generic Linux kernel and headers
ii  locales                         2.27-3ubuntu1                               all          GNU C Library: National Language (locale) data [support]
ii  login                           1:4.5-1ubuntu2                              amd64        system login tools
ii  logrotate                       3.11.0-0.1ubuntu1                           amd64        Log rotation utility
ii  lsb-base                        9.20170808ubuntu1                           all          Linux Standard Base init script functionality
ii  lsb-release                     9.20170808ubuntu1                           all          Linux Standard Base version reporting utility
ii  lshw                            02.18-0.1ubuntu6.18.04.1                    amd64        information about hardware configuration
ii  lsof                            4.89+dfsg-0.1                               amd64        Utility to list open files
ii  ltrace                          0.7.3-6ubuntu1                              amd64        Tracks runtime library calls in dynamically linked programs
ii  lvm2                            2.02.176-4.1ubuntu3.18.04.2                 amd64        Linux Logical Volume Manager
ii  lxcfs                           3.0.3-0ubuntu1~18.04.1                      amd64        FUSE based filesystem for LXC
ii  lxd                             3.0.3-0ubuntu1~18.04.1                      amd64        Container hypervisor based on LXC - daemon
ii  lxd-client                      3.0.3-0ubuntu1~18.04.1                      amd64        Container hypervisor based on LXC - client
ii  manpages                        4.15-1                                      all          Manual pages about using a GNU/Linux system
ii  mawk                            1.3.3-17ubuntu3                             amd64        a pattern scanning and text processing language
ii  mdadm                           4.1~rc1-3~ubuntu18.04.4                     amd64        tool to administer Linux MD arrays (software RAID)
ii  mime-support                    3.60ubuntu1                                 all          MIME files 'mime.types' & 'mailcap', and support programs
ii  mlocate                         0.26-2ubuntu3.1                             amd64        quickly find files on the filesystem based on their name
ii  mokutil                         0.3.0+1538710437.fb6250f-0ubuntu2~18.04.1   amd64        tools for manipulating machine owner keys
ii  mount                           2.31.1-0.4ubuntu3.5                         amd64        tools for mounting and manipulating filesystems
ii  mtr-tiny                        0.92-1                                      amd64        Full screen ncurses traceroute tool
ii  multiarch-support               2.27-3ubuntu1                               amd64        Transitional package to ensure multiarch compatibility
ii  nano                            2.9.3-2                                     amd64        small, friendly text editor inspired by Pico
ii  ncurses-base                    6.1-1ubuntu1.18.04                          all          basic terminal type definitions
ii  ncurses-bin                     6.1-1ubuntu1.18.04                          amd64        terminal-related programs and man pages
ii  ncurses-term                    6.1-1ubuntu1.18.04                          all          additional terminal type definitions
ii  net-tools                       1.60+git20161116.90da8a0-1ubuntu1           amd64        NET-3 networking toolkit
ii  netbase                         5.4                                         all          Basic TCP/IP networking system
ii  netcat-openbsd                  1.187-1ubuntu0.1                            amd64        TCP/IP swiss army knife
ii  netplan.io                      0.98-0ubuntu1~18.04.1                       amd64        YAML network configuration abstraction for various backends
ii  networkd-dispatcher             1.7-0ubuntu3.3                              all          Dispatcher service for systemd-networkd connection status changes
ii  nplan                           0.98-0ubuntu1~18.04.1                       all          YAML network configuration abstraction - transitional package
ii  ntfs-3g                         1:2017.3.23-2ubuntu0.18.04.2                amd64        read/write NTFS driver for FUSE
ii  open-iscsi                      2.0.874-5ubuntu2.7                          amd64        iSCSI initiator tools
ii  open-vm-tools                   2:11.0.1-2ubuntu0.18.04.2                   amd64        Open VMware Tools for virtual machines hosted on VMware (CLI)
ii  openssh-client                  1:7.6p1-4ubuntu0.3                          amd64        secure shell (SSH) client, for secure access to remote machines
ii  openssh-server                  1:7.6p1-4ubuntu0.3                          amd64        secure shell (SSH) server, for secure access from remote machines
ii  openssh-sftp-server             1:7.6p1-4ubuntu0.3                          amd64        secure shell (SSH) sftp server module, for SFTP access from remote machines
ii  openssl                         1.1.1-1ubuntu2.1~18.04.5                    amd64        Secure Sockets Layer toolkit - cryptographic utility
ii  os-prober                       1.74ubuntu1                                 amd64        utility to detect other OSes on a set of drives
ii  overlayroot                     0.40ubuntu1.1                               all          use an overlayfs on top of a read-only root filesystem
ii  parted                          3.2-20ubuntu0.2                             amd64        disk partition manipulator
ii  passwd                          1:4.5-1ubuntu2                              amd64        change and administer password and group data
ii  pastebinit                      1.5-2                                       all          command-line pastebin client
ii  patch                           2.7.6-2ubuntu1.1                            amd64        Apply a diff file to an original
ii  pciutils                        1:3.5.2-1ubuntu1.1                          amd64        Linux PCI Utilities
ii  perl                            5.26.1-6ubuntu0.3                           amd64        Larry Wall's Practical Extraction and Report Language
ii  perl-base                       5.26.1-6ubuntu0.3                           amd64        minimal Perl system
ii  perl-modules-5.26               5.26.1-6ubuntu0.3                           all          Core Perl modules
ii  pinentry-curses                 1.1.0-1                                     amd64        curses-based PIN or pass-phrase entry dialog for GnuPG
ii  plymouth                        0.9.3-1ubuntu7.18.04.2                      amd64        boot animation, logger and I/O multiplexer
ii  plymouth-theme-ubuntu-text      0.9.3-1ubuntu7.18.04.2                      amd64        boot animation, logger and I/O multiplexer - ubuntu text theme
ii  policykit-1                     0.105-20ubuntu0.18.04.5                     amd64        framework for managing administrative policies and privileges
ii  pollinate                       4.33-0ubuntu1~18.04.1                       all          seed the pseudo random number generator
ii  popularity-contest              1.66ubuntu1                                 all          Vote for your favourite packages automatically
ii  powermgmt-base                  1.33                                        all          common utils for power management
ii  procps                          2:3.3.12-3ubuntu1.2                         amd64        /proc file system utilities
ii  psmisc                          23.1-1ubuntu0.1                             amd64        utilities that use the proc file system
ii  publicsuffix                    20180223.1310-1                             all          accurate, machine-readable list of domain name suffixes
ii  python-apt-common               1.6.5ubuntu0.2                              all          Python interface to libapt-pkg (locales)
ii  python-pip-whl                  9.0.1-2.3~ubuntu1.18.04.1                   all          Python package installer
ii  python3                         3.6.7-1~18.04                               amd64        interactive high-level object-oriented language (default python3 version)
ii  python3-apport                  2.20.9-0ubuntu7.11                          all          Python 3 library for Apport crash report handling
ii  python3-apt                     1.6.5ubuntu0.2                              amd64        Python 3 interface to libapt-pkg
ii  python3-asn1crypto              0.24.0-1                                    all          Fast ASN.1 parser and serializer (Python 3)
ii  python3-attr                    17.4.0-2                                    all          Attributes without boilerplate (Python 3)
ii  python3-automat                 0.6.0-1                                     all          Self-service finite-state machines for the programmer on the go
ii  python3-blinker                 1.4+dfsg1-0.1                               all          fast, simple object-to-object and broadcast signaling library
ii  python3-certifi                 2018.1.18-2                                 all          root certificates for validating SSL certs and verifying TLS hosts (python3)
ii  python3-cffi-backend            1.11.5-1                                    amd64        Foreign Function Interface for Python 3 calling C code - runtime
ii  python3-chardet                 3.0.4-1                                     all          universal character encoding detector for Python3
ii  python3-click                   6.7-3                                       all          Simple wrapper around optparse for powerful command line utilities - Python 3.x
ii  python3-colorama                0.3.7-1                                     all          Cross-platform colored terminal text in Python - Python 3.x
ii  python3-commandnotfound         18.04.5                                     all          Python 3 bindings for command-not-found.
ii  python3-configobj               5.0.6-2                                     all          simple but powerful config file reader and writer for Python 3
ii  python3-constantly              15.1.0-1                                    all          Symbolic constants in Python
ii  python3-cryptography            2.1.4-1ubuntu1.3                            amd64        Python library exposing cryptographic recipes and primitives (Python 3)
ii  python3-dbus                    1.2.6-1                                     amd64        simple interprocess messaging system (Python 3 interface)
ii  python3-debconf                 1.5.66ubuntu1                               all          interact with debconf from Python 3
ii  python3-debian                  0.1.32                                      all          Python 3 modules to work with Debian-related data formats
ii  python3-dev                     3.6.7-1~18.04                               amd64        header files and a static library for Python (default)
ii  python3-distro-info             0.18ubuntu0.18.04.1                         all          information about distributions' releases (Python 3 module)
ii  python3-distupgrade             1:18.04.37                                  all          manage release upgrades
ii  python3-distutils               3.6.9-1~18.04                               all          distutils package for Python 3.x
ii  python3-gdbm:amd64              3.6.9-1~18.04                               amd64        GNU dbm database support for Python 3.x
ii  python3-gi                      3.26.1-2ubuntu1                             amd64        Python 3 bindings for gobject-introspection libraries
ii  python3-httplib2                0.9.2+dfsg-1ubuntu0.1                       all          comprehensive HTTP client library written for Python3
ii  python3-hyperlink               17.3.1-2                                    all          Immutable, Pythonic, correct URLs.
ii  python3-idna                    2.6-1                                       all          Python IDNA2008 (RFC 5891) handling (Python 3)
ii  python3-incremental             16.10.1-3                                   all          Library for versioning Python projects.
ii  python3-jinja2                  2.10-1ubuntu0.18.04.1                       all          small but fast and easy to use stand-alone template engine
ii  python3-json-pointer            1.10-1                                      all          resolve JSON pointers - Python 3.x
ii  python3-jsonpatch               1.19+really1.16-1fakesync1                  all          library to apply JSON patches - Python 3.x
ii  python3-jsonschema              2.6.0-2                                     all          An(other) implementation of JSON Schema (Draft 3 and 4) - Python 3.x
ii  python3-jwt                     1.5.3+ds1-1                                 all          Python 3 implementation of JSON Web Token
ii  python3-lib2to3                 3.6.9-1~18.04                               all          Interactive high-level object-oriented language (2to3, version 3.6)
ii  python3-markupsafe              1.0-1build1                                 amd64        HTML/XHTML/XML string library for Python 3
ii  python3-minimal                 3.6.7-1~18.04                               amd64        minimal subset of the Python language (default python3 version)
ii  python3-netifaces               0.10.4-0.1build4                            amd64        portable network interface information - Python 3.x
ii  python3-newt:amd64              0.52.20-1ubuntu1                            amd64        NEWT module for Python3
ii  python3-oauthlib                2.0.6-1                                     all          generic, spec-compliant implementation of OAuth for Python3
ii  python3-openssl                 17.5.0-1ubuntu1                             all          Python 3 wrapper around the OpenSSL library
ii  python3-pam                     0.4.2-13.2ubuntu4                           amd64        Python interface to the PAM library
ii  python3-pip                     9.0.1-2.3~ubuntu1.18.04.1                   all          Python package installer
ii  python3-pkg-resources           39.0.1-2                                    all          Package Discovery and Resource Access using pkg_resources
ii  python3-problem-report          2.20.9-0ubuntu7.11                          all          Python 3 library to handle problem reports
ii  python3-pyasn1                  0.4.2-3                                     all          ASN.1 library for Python (Python 3 module)
ii  python3-pyasn1-modules          0.2.1-0.2                                   all          Collection of protocols modules written in ASN.1 language (Python 3)
ii  python3-requests                2.18.4-2ubuntu0.1                           all          elegant and simple HTTP library for Python3, built for human beings
ii  python3-requests-unixsocket     0.1.5-3                                     all          Use requests to talk HTTP via a UNIX domain socket - Python 3.x
ii  python3-serial                  3.4-2                                       all          pyserial - module encapsulating access for the serial port
ii  python3-service-identity        16.0.0-2                                    all          Service identity verification for pyOpenSSL (Python 3 module)
ii  python3-six                     1.11.0-2                                    all          Python 2 and 3 compatibility library (Python 3 interface)
ii  python3-software-properties     0.96.24.32.12                               all          manage the repositories that you install software from
ii  python3-systemd                 234-1build1                                 amd64        Python 3 bindings for systemd
ii  python3-twisted                 17.9.0-2                                    all          Event-based framework for internet applications
ii  python3-twisted-bin:amd64       17.9.0-2                                    amd64        Event-based framework for internet applications
ii  python3-update-manager          1:18.04.11.10                               all          python 3.x module for update-manager
ii  python3-urllib3                 1.22-1ubuntu0.18.04.1                       all          HTTP library with thread-safe connection pooling for Python3
ii  python3-yaml                    3.12-1build2                                amd64        YAML parser and emitter for Python3
ii  python3-zope.interface          4.3.2-1build2                               amd64        Interfaces for Python3
ii  python3.6                       3.6.9-1~18.04                               amd64        Interactive high-level object-oriented language (version 3.6)
ii  python3.6-dev                   3.6.9-1~18.04                               amd64        Header files and a static library for Python (v3.6)
ii  python3.6-minimal               3.6.9-1~18.04                               amd64        Minimal subset of the Python language (version 3.6)
ii  readline-common                 7.0-3                                       all          GNU readline and history libraries, common files
ii  rsync                           3.1.2-2.1ubuntu1                            amd64        fast, versatile, remote (and local) file-copying tool
ii  rsyslog                         8.32.0-1ubuntu4                             amd64        reliable system and kernel logging daemon
ii  run-one                         1.17-0ubuntu1                               all          run just one instance of a command and its args at a time
ii  sbsigntool                      0.6-3.2ubuntu2                              amd64        Tools to manipulate signatures on UEFI binaries and drivers
ii  screen                          4.6.2-1ubuntu1                              amd64        terminal multiplexer with VT100/ANSI terminal emulation
ii  secureboot-db                   1.4~ubuntu0.18.04.1                         amd64        Secure Boot updates for DB and DBX
ii  sed                             4.4-2                                       amd64        GNU stream editor for filtering/transforming text
ii  sensible-utils                  0.0.12                                      all          Utilities for sensible alternative selection
ii  shared-mime-info                1.9-2                                       amd64        FreeDesktop.org shared MIME database and spec
ii  shim                            15+1533136590.3beb971-0ubuntu1              amd64        boot loader to chain-load signed boot loaders under Secure Boot
ii  shim-signed                     1.37~18.04.3+15+1533136590.3beb971-0ubuntu1 amd64        Secure Boot chain-loading bootloader (Microsoft-signed binary)
ii  snapd                           2.42.1+18.04                                amd64        Daemon and tooling that enable snap packages
ii  software-properties-common      0.96.24.32.12                               all          manage the repositories that you install software from (common)
ii  sosreport                       3.6-1ubuntu0.18.04.4                        amd64        Set of tools to gather troubleshooting data from a system
ii  squashfs-tools                  1:4.3-6ubuntu0.18.04.1                      amd64        Tool to create and append to squashfs filesystems
ii  ssh-import-id                   5.7-0ubuntu1.1                              all          securely retrieve an SSH public key and install it locally
ii  strace                          4.21-1ubuntu1                               amd64        System call tracer
ii  sudo                            1.8.21p2-3ubuntu1.2                         amd64        Provide limited super user privileges to specific users
ii  systemd                         237-3ubuntu10.39                            amd64        system and service manager
ii  systemd-sysv                    237-3ubuntu10.39                            amd64        system and service manager - SysV links
ii  sysvinit-utils                  2.88dsf-59.10ubuntu1                        amd64        System-V-like utilities
ii  tar                             1.29b-2ubuntu0.1                            amd64        GNU version of the tar archiving utility
ii  tcpdump                         4.9.3-0ubuntu0.18.04.1                      amd64        command-line network traffic analyzer
ii  telnet                          0.17-41                                     amd64        basic telnet client
ii  time                            1.7-25.1build1                              amd64        GNU time program for measuring CPU resource usage
ii  tmux                            2.6-3ubuntu0.2                              amd64        terminal multiplexer
ii  tzdata                          2019c-0ubuntu0.18.04                        all          time zone and daylight-saving time data
ii  ubuntu-advantage-tools          17                                          all          management tools for Ubuntu Advantage
ii  ubuntu-keyring                  2018.09.18.1~18.04.0                        all          GnuPG keys of the Ubuntu archive
ii  ubuntu-minimal                  1.417.4                                     amd64        Minimal core of Ubuntu
ii  ubuntu-release-upgrader-core    1:18.04.37                                  all          manage release upgrades
ii  ubuntu-server                   1.417.4                                     amd64        The Ubuntu Server system
ii  ucf                             3.0038                                      all          Update Configuration File(s): preserve user changes to config files
ii  udev                            237-3ubuntu10.39                            amd64        /dev/ and hotplug management daemon
ii  ufw                             0.36-0ubuntu0.18.04.1                       all          program for managing a Netfilter firewall
ii  uidmap                          1:4.5-1ubuntu2                              amd64        programs to help use subuids
ii  unattended-upgrades             1.1ubuntu1.18.04.13                         all          automatic installation of security upgrades
ii  update-manager-core             1:18.04.11.10                               all          manage release upgrades
ii  update-notifier-common          3.192.1.7                                   all          Files shared between update-notifier and other packages
ii  ureadahead                      0.100.0-21                                  amd64        Read required files in advance
ii  usbutils                        1:007-4build1                               amd64        Linux USB utilities
ii  util-linux                      2.31.1-0.4ubuntu3.5                         amd64        miscellaneous system utilities
ii  uuid-runtime                    2.31.1-0.4ubuntu3.5                         amd64        runtime components for the Universally Unique ID library
ii  vim                             2:8.0.1453-1ubuntu1.1                       amd64        Vi IMproved - enhanced vi editor
ii  vim-common                      2:8.0.1453-1ubuntu1.1                       all          Vi IMproved - Common files
ii  vim-runtime                     2:8.0.1453-1ubuntu1.1                       all          Vi IMproved - Runtime files
ii  vim-tiny                        2:8.0.1453-1ubuntu1.1                       amd64        Vi IMproved - enhanced vi editor - compact version
ii  webp                            0.6.1-2                                     amd64        Lossy compression of digital photographic images.
ii  wget                            1.19.4-1ubuntu2.2                           amd64        retrieves files from the web
ii  whiptail                        0.52.20-1ubuntu1                            amd64        Displays user-friendly dialog boxes from shell scripts
ii  x11-common                      1:7.7+19ubuntu7.1                           all          X Window System (X.Org) infrastructure
ii  xauth                           1:1.0.10-1                                  amd64        X authentication utility
ii  xdelta3                         3.0.11-dfsg-1ubuntu1                        amd64        Diff utility which works with binary files
ii  xdg-user-dirs                   0.17-1ubuntu1                               amd64        tool to manage well known user directories
ii  xfsprogs                        4.9.0+nmu1ubuntu2                           amd64        Utilities for managing the XFS filesystem
ii  xkb-data                        2.23.1-1ubuntu1.18.04.1                     all          X Keyboard Extension (XKB) configuration data
ii  xxd                             2:8.0.1453-1ubuntu1.1                       amd64        tool to make (or reverse) a hex dump
ii  xz-utils                        5.2.2-1.3                                   amd64        XZ-format compression utilities
ii  zerofree                        1.0.4-1                                     amd64        zero free blocks from ext2, ext3 and ext4 file-systems
ii  zlib1g:amd64                    1:1.2.11.dfsg-0ubuntu2                      amd64        compression library - runtime
Connection to 127.0.0.1 closed.


List installed python packages.

Package                Version            
---------------------- -------------------
absl-py                0.9.0              
aiodns                 2.0.0              
aiohttp                3.6.2              
albumentations         0.4.3              
asn1crypto             0.24.0             
astor                  0.8.1              
async-timeout          3.0.1              
attrs                  17.4.0             
Automat                0.6.0              
blinker                1.4                
brotlipy               0.7.0              
cachetools             4.0.0              
cchardet               2.1.5              
certifi                2018.1.18          
cffi                   1.14.0             
chardet                3.0.4              
Click                  7.0                
cloud-init             19.4               
colorama               0.3.7              
command-not-found      0.3                
configobj              5.0.6              
constantly             15.1.0             
cryptography           2.1.4              
cycler                 0.10.0             
dataclasses            0.7                
decorator              4.4.1              
distro-info            0.18ubuntu0.18.04.1
fastapi                0.49.0             
Flask                  1.1.1              
gast                   0.2.2              
google-auth            1.11.2             
google-auth-oauthlib   0.4.1              
google-pasta           0.1.8              
grpcio                 1.27.2             
gunicorn               20.0.4             
h11                    0.9.0              
h2                     3.2.0              
h5py                   2.10.0             
hpack                  3.0.0              
httplib2               0.9.2              
httptools              0.1.1              
Hypercorn              0.5.4              
hyperframe             5.2.0              
hyperlink              17.3.1             
idna                   2.6                
idna-ssl               1.1.0              
imageio                2.8.0              
imgaug                 0.2.6              
incremental            16.10.1            
itsdangerous           1.1.0              
Jinja2                 2.11.1             
joblib                 0.14.1             
jsonpatch              1.16               
jsonpointer            1.10               
jsonschema             2.6.0              
Keras                  2.3.1              
Keras-Applications     1.0.8              
Keras-Preprocessing    1.1.0              
kiwisolver             1.1.0              
language-selector      0.1                
Markdown               3.2.1              
MarkupSafe             1.0                
matplotlib             3.1.3              
multidict              4.7.4              
netifaces              0.10.4             
networkx               2.4                
numpy                  1.18.1             
oauthlib               3.1.0              
opencv-python-headless 4.2.0.32           
opt-einsum             3.1.0              
PAM                    0.4.2              
pandas                 1.0.1              
Pillow                 7.0.0              
pip                    20.0.2             
protobuf               3.11.3             
pyasn1                 0.4.2              
pyasn1-modules         0.2.1              
pycares                3.1.1              
pycparser              2.19               
pydantic               1.4                
pydot                  1.4.1              
pygobject              3.26.1             
PyJWT                  1.5.3              
pyOpenSSL              17.5.0             
pyparsing              2.4.6              
pyserial               3.4                
python-apt             1.6.5+ubuntu0.2    
python-dateutil        2.8.1              
python-debian          0.1.32             
pytoml                 0.1.21             
pytz                   2019.3             
PyWavelets             1.1.1              
PyYAML                 3.12               
requests               2.23.0             
requests-oauthlib      1.3.0              
requests-unixsocket    0.1.5              
rsa                    4.0                
scikit-image           0.16.2             
scikit-learn           0.22.1             
scipy                  1.4.1              
service-identity       16.0.0             
setuptools             45.2.0             
six                    1.14.0             
sklearn                0.0                
ssh-import-id          5.7                
starlette              0.12.9             
systemd-python         234                
tensorboard            2.1.0              
tensorflow             2.1.0              
tensorflow-estimator   2.1.0              
termcolor              1.1.0              
torch                  1.4.0+cpu          
torchvision            0.5.0+cpu          
tornado                6.0.3              
Twisted                17.9.0             
typing                 3.7.4.1            
typing-extensions      3.7.4.1            
ufw                    0.36               
unattended-upgrades    0.1                
urllib3                1.22               
uvicorn                0.11.3             
uvloop                 0.14.0             
websockets             8.1                
Werkzeug               1.0.0              
wheel                  0.34.2             
wrapt                  1.12.0             
wsproto                0.15.0             
yarl                   1.4.2              
zope.interface         4.3.2              
Connection to 127.0.0.1 closed.


Copy submit to sandbox.
Run final commands.
Stoping sandbox...
Connection to 127.0.0.1 closed by remote host.
Compress sandbox.
Final check of sandbox.


Sandbox created successfully!

Functional Check

Sandbox:
exit code=0; output:

Create temporary disk image.
Starting sandbox...
Waiting for the sandbox...


Sandbox started successfully!
Submit:
exit code=0; output:
+ /usr/bin/python3 /home/user/submit/predict.py --model /home/user/submit/0.h5 --host 10.0.2.15 --port 8080
2020-03-02 00:00:22.762959: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libnvinfer.so.6'; dlerror: libnvinfer.so.6: cannot open shared object file: No such file or directory
2020-03-02 00:00:22.763098: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libnvinfer_plugin.so.6'; dlerror: libnvinfer_plugin.so.6: cannot open shared object file: No such file or directory
2020-03-02 00:00:22.763202: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:30] Cannot dlopen some TensorRT libraries. If you would like to use Nvidia GPU with TensorRT, please make sure the missing libraries mentioned above are installed properly.
2020-03-02 00:00:24.501026: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory
2020-03-02 00:00:24.501120: E tensorflow/stream_executor/cuda/cuda_driver.cc:351] failed call to cuInit: UNKNOWN ERROR (303)
2020-03-02 00:00:24.501155: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (ubuntu): /proc/driver/nvidia/version does not exist
2020-03-02 00:00:24.501467: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA
2020-03-02 00:00:24.518028: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 3593245000 Hz
2020-03-02 00:00:24.518966: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5a5fd50 initialized for platform Host (this does not guarantee that XLA will be used). Devices:
2020-03-02 00:00:24.518981: I tensorflow/compiler/xla/service/service.cc:176]   StreamExecutor device (0): Host, Default Version
Using TensorFlow backend.
[I 200302 00:00:25 web:2246] 200 GET /status (10.0.2.2) 0.67ms
[I 200302 00:00:25 web:2246] 200 POST /predict (10.0.2.2) 129.71ms
[I 200302 00:00:25 web:2246] 200 POST /predict (10.0.2.2) 2.74ms
[I 200302 00:00:25 web:2246] 200 POST /predict (10.0.2.2) 3.74ms
[W 200302 00:00:25 web:2246] 400 POST /predict (10.0.2.2) 45.22ms
[W 200302 00:00:25 web:2246] 400 POST /predict (10.0.2.2) 0.56ms
[W 200302 00:00:25 web:2246] 400 POST /predict (10.0.2.2) 0.46ms
[W 200302 00:00:25 web:2246] 400 POST /predict (10.0.2.2) 0.61ms
[W 200302 00:00:25 web:2246] 400 POST /predict (10.0.2.2) 0.54ms
[W 200302 00:00:25 web:2246] 400 POST /predict (10.0.2.2) 0.55ms
[W 200302 00:00:25 web:2246] 400 POST /predict (10.0.2.2) 1.84ms
[W 200302 00:00:25 web:2246] 400 POST /predict (10.0.2.2) 36.29ms
[W 200302 00:00:25 web:2246] 400 POST /predict (10.0.2.2) 0.61ms
[W 200302 00:00:25 web:2246] 400 POST /predict (10.0.2.2) 2.49ms
[W 200302 00:00:25 web:2246] 400 POST /predict (10.0.2.2) 0.35ms
[W 200302 00:00:25 web:2246] 400 POST /predict (10.0.2.2) 4.62ms
[W 200302 00:00:25 web:2246] 400 POST /predict (10.0.2.2) 2.76ms
[W 200302 00:00:25 web:2246] 400 POST /predict (10.0.2.2) 3.72ms
[W 200302 00:00:26 web:2246] 400 POST /predict (10.0.2.2) 75.77ms
[W 200302 00:00:26 web:2246] 400 POST /predict (10.0.2.2) 71.90ms
[W 200302 00:00:26 web:2246] 400 POST /predict (10.0.2.2) 267.70ms
[W 200302 00:00:26 web:2246] 400 POST /predict (10.0.2.2) 0.63ms
[W 200302 00:00:26 web:2246] 400 POST /predict (10.0.2.2) 0.37ms
[W 200302 00:00:26 web:2246] 400 POST /predict (10.0.2.2) 0.33ms
[W 200302 00:00:26 web:2246] 400 POST /predict (10.0.2.2) 0.29ms
[W 200302 00:00:26 web:2246] 400 POST /predict (10.0.2.2) 0.28ms
[W 200302 00:00:26 web:2246] 400 POST /predict (10.0.2.2) 0.27ms
/home/user/.local/lib/python3.6/site-packages/PIL/Image.py:2766: DecompressionBombWarning: Image size (812 pixels) exceeds limit of 784 pixels, could be decompression bomb DOS attack.
  DecompressionBombWarning,
[W 200302 00:00:26 web:2246] 400 POST /predict (10.0.2.2) 0.33ms
[W 200302 00:00:26 web:2246] 400 POST /predict (10.0.2.2) 0.28ms
/home/user/.local/lib/python3.6/site-packages/PIL/Image.py:2766: DecompressionBombWarning: Image size (841 pixels) exceeds limit of 784 pixels, could be decompression bomb DOS attack.
  DecompressionBombWarning,
[W 200302 00:00:26 web:2246] 400 POST /predict (10.0.2.2) 0.29ms
[W 200302 00:00:26 web:2246] 400 POST /predict (10.0.2.2) 0.36ms
[W 200302 00:00:26 web:2246] 400 POST /predict (10.0.2.2) 0.35ms
[W 200302 00:00:26 web:2246] 400 POST /predict (10.0.2.2) 0.29ms
[I 200302 00:00:26 web:2246] 200 GET /exit (10.0.2.2) 0.18ms
Checker:
output:
Send 1.png
Send 2.jpg
Send png+jpeg
Send Lenna-512x512x3.webp
Send bad-size.jpeg
Send bad-size.png
Send broken-image.gif
Send broken-image.jpg
Send broken-image.png
Send broken-image.webp
Send decompression-bomb-100000x100000x1.gif
Send decompression-bomb-10000x10000x1.gif
Send decompression-bomb-10000x10000x1.jpg
Send decompression-bomb-10000x10000x1.png
Send decompression-bomb-10000x10000x3.jpg
Send decompression-bomb-10000x10000x3.png
Send decompression-bomb-16383x16383x4.webp
Send decompression-bomb-300000x300000x3.png
Send decompression-bomb-60000x60000x1.jpg
Send decompression-bomb-60000x60000x3.jpg
Send good-and-bad-together
Send incorrect-number-of-channels-28x28x3.webp
Send incorrect-number-of-channels28x28x4.webp
Send incorrect-size-27x27x1.jpg
Send incorrect-size-27x28x1.jpg
Send incorrect-size-28x27x1.jpg
Send incorrect-size-28x29x1.jpg
Send incorrect-size-29x28x1.jpg
Send incorrect-size-29x29x1.jpg
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Checks passed successfully!

Evaluation

Dataset: MNIST

Sandbox:
exit code=0; output:

Create temporary disk image.
Starting sandbox...
Waiting for the sandbox...


Sandbox started successfully!
Evaluator:
output:
Evaluation passed successfully!

Dataset: MNIST with augmentation

Sandbox:
exit code=0; output:

Create temporary disk image.
Starting sandbox...
Waiting for the sandbox...


Sandbox started successfully!
Evaluator:
output:
Evaluation passed successfully!

Metric calculation

Dataset: MNIST; metric: accuracy:
exit code=0; output:

0.9968857142857143

Dataset: MNIST with augmentation; metric: accuracy:
exit code=0; output:

0.9931428571428571

Final score

Metric agregator:
exit code=0; output:

0.9931428571428571