train/cyc-pep-6-12mer-70M_03.log

+ module purge
+ '[' -z '' ']'
+ case "$-" in
+ __lmod_sh_dbg=x
+ '[' -n x ']'
+ set +x
Shell debugging temporarily silenced: export LMOD_SH_DBG_ON=1 for Lmod's output
Shell debugging restarted
+ unset __lmod_sh_dbg
+ return 0
+ module load Anaconda3/2023.03
+ '[' -z '' ']'
+ case "$-" in
+ __lmod_sh_dbg=x
+ '[' -n x ']'
+ set +x
Shell debugging temporarily silenced: export LMOD_SH_DBG_ON=1 for Lmod's output
Shell debugging restarted
+ unset __lmod_sh_dbg
+ return 0
+ source /camp/home/johnsoe/.bashrc
++ '[' '' = yes ']'
++ PS1='${debian_chroot:+($debian_chroot)}\u@\h:\W\$ '
+++ /camp/apps/eb/software/Anaconda3/2023.09-0/bin/conda shell.bash hook
++ __conda_setup='export CONDA_EXE='\''/camp/apps/eb/software/Anaconda3/2023.09-0/bin/conda'\''
export _CE_M='\'''\''
export _CE_CONDA='\'''\''
export CONDA_PYTHON_EXE='\''/camp/apps/eb/software/Anaconda3/2023.09-0/bin/python'\''

# Copyright (C) 2012 Anaconda, Inc
# SPDX-License-Identifier: BSD-3-Clause
__conda_exe() (
    "$CONDA_EXE" $_CE_M $_CE_CONDA "$@"
)

__conda_hashr() {
    if [ -n "${ZSH_VERSION:+x}" ]; then
        \rehash
    elif [ -n "${POSH_VERSION:+x}" ]; then
        :  # pass
    else
        \hash -r
    fi
}

__conda_activate() {
    if [ -n "${CONDA_PS1_BACKUP:+x}" ]; then
        # Handle transition from shell activated with conda <= 4.3 to a subsequent activation
        # after conda updated to >= 4.4. See issue #6173.
        PS1="$CONDA_PS1_BACKUP"
        \unset CONDA_PS1_BACKUP
    fi
    \local ask_conda
    ask_conda="$(PS1="${PS1:-}" __conda_exe shell.posix "$@")" || \return
    \eval "$ask_conda"
    __conda_hashr
}

__conda_reactivate() {
    \local ask_conda
    ask_conda="$(PS1="${PS1:-}" __conda_exe shell.posix reactivate)" || \return
    \eval "$ask_conda"
    __conda_hashr
}

conda() {
    \local cmd="${1-__missing__}"
    case "$cmd" in
        activate|deactivate)
            __conda_activate "$@"
            ;;
        install|update|upgrade|remove|uninstall)
            __conda_exe "$@" || \return
            __conda_reactivate
            ;;
        *)
            __conda_exe "$@"
            ;;
    esac
}

if [ -z "${CONDA_SHLVL+x}" ]; then
    \export CONDA_SHLVL=0
    # In dev-mode CONDA_EXE is python.exe and on Windows
    # it is in a different relative location to condabin.
    if [ -n "${_CE_CONDA:+x}" ] && [ -n "${WINDIR+x}" ]; then
        PATH="$(\dirname "$CONDA_EXE")/condabin${PATH:+":${PATH}"}"
    else
        PATH="$(\dirname "$(\dirname "$CONDA_EXE")")/condabin${PATH:+":${PATH}"}"
    fi
    \export PATH

    # We'\''re not allowing PS1 to be unbound. It must at least be set.
    # However, we'\''re not exporting it, which can cause problems when starting a second shell
    # via a first shell (i.e. starting zsh from bash).
    if [ -z "${PS1+x}" ]; then
        PS1=
    fi
fi

conda activate base'
++ '[' 0 -eq 0 ']'
++ eval 'export CONDA_EXE='\''/camp/apps/eb/software/Anaconda3/2023.09-0/bin/conda'\''
export _CE_M='\'''\''
export _CE_CONDA='\'''\''
export CONDA_PYTHON_EXE='\''/camp/apps/eb/software/Anaconda3/2023.09-0/bin/python'\''

# Copyright (C) 2012 Anaconda, Inc
# SPDX-License-Identifier: BSD-3-Clause
__conda_exe() (
    "$CONDA_EXE" $_CE_M $_CE_CONDA "$@"
)

__conda_hashr() {
    if [ -n "${ZSH_VERSION:+x}" ]; then
        \rehash
    elif [ -n "${POSH_VERSION:+x}" ]; then
        :  # pass
    else
        \hash -r
    fi
}

__conda_activate() {
    if [ -n "${CONDA_PS1_BACKUP:+x}" ]; then
        # Handle transition from shell activated with conda <= 4.3 to a subsequent activation
        # after conda updated to >= 4.4. See issue #6173.
        PS1="$CONDA_PS1_BACKUP"
        \unset CONDA_PS1_BACKUP
    fi
    \local ask_conda
    ask_conda="$(PS1="${PS1:-}" __conda_exe shell.posix "$@")" || \return
    \eval "$ask_conda"
    __conda_hashr
}

__conda_reactivate() {
    \local ask_conda
    ask_conda="$(PS1="${PS1:-}" __conda_exe shell.posix reactivate)" || \return
    \eval "$ask_conda"
    __conda_hashr
}

conda() {
    \local cmd="${1-__missing__}"
    case "$cmd" in
        activate|deactivate)
            __conda_activate "$@"
            ;;
        install|update|upgrade|remove|uninstall)
            __conda_exe "$@" || \return
            __conda_reactivate
            ;;
        *)
            __conda_exe "$@"
            ;;
    esac
}

if [ -z "${CONDA_SHLVL+x}" ]; then
    \export CONDA_SHLVL=0
    # In dev-mode CONDA_EXE is python.exe and on Windows
    # it is in a different relative location to condabin.
    if [ -n "${_CE_CONDA:+x}" ] && [ -n "${WINDIR+x}" ]; then
        PATH="$(\dirname "$CONDA_EXE")/condabin${PATH:+":${PATH}"}"
    else
        PATH="$(\dirname "$(\dirname "$CONDA_EXE")")/condabin${PATH:+":${PATH}"}"
    fi
    \export PATH

    # We'\''re not allowing PS1 to be unbound. It must at least be set.
    # However, we'\''re not exporting it, which can cause problems when starting a second shell
    # via a first shell (i.e. starting zsh from bash).
    if [ -z "${PS1+x}" ]; then
        PS1=
    fi
fi

conda activate base'
+++ export CONDA_EXE=/camp/apps/eb/software/Anaconda3/2023.09-0/bin/conda
+++ CONDA_EXE=/camp/apps/eb/software/Anaconda3/2023.09-0/bin/conda
+++ export _CE_M=
+++ _CE_M=
+++ export _CE_CONDA=
+++ _CE_CONDA=
+++ export CONDA_PYTHON_EXE=/camp/apps/eb/software/Anaconda3/2023.09-0/bin/python
+++ CONDA_PYTHON_EXE=/camp/apps/eb/software/Anaconda3/2023.09-0/bin/python
+++ '[' -z x ']'
+++ conda activate base
+++ local cmd=activate
+++ case "$cmd" in
+++ __conda_activate activate base
+++ '[' -n '' ']'
+++ local ask_conda
++++ PS1='${debian_chroot:+($debian_chroot)}\u@\h:\W\$ '
++++ __conda_exe shell.posix activate base
++++ /camp/apps/eb/software/Anaconda3/2023.09-0/bin/conda shell.posix activate base
+++ ask_conda='PS1='\''(base) ${debian_chroot:+($debian_chroot)}\u@\h:\W\$ '\''
export PATH='\''/camp/apps/eb/software/Anaconda3/2023.03:/camp/apps/eb/software/Anaconda3/2023.03/sbin:/camp/apps/eb/software/Anaconda3/2023.03/bin:/nemo/lab/johnsone/home/users/johnsoe/.vscode-server/cli/servers/Stable-384ff7382de624fb94dbaf6da11977bba1ecd427/server/bin/remote-cli:/camp/apps/eb/software/Anaconda3/2023.09-0/bin:/camp/apps/eb/software/Anaconda3/2023.09-0/condabin:/usr/local/bin:/usr/bin:/usr/local/sbin:/usr/sbin:/usr/lpp/mmfs/bin:/camp/home/johnsoe/.local/bin:/camp/home/johnsoe/bin:/camp/apps/eb/software/Anaconda3/2023.09-0/bin'\''
export CONDA_PREFIX='\''/camp/apps/eb/software/Anaconda3/2023.09-0'\''
export CONDA_SHLVL='\''6'\''
export CONDA_DEFAULT_ENV='\''base'\''
export CONDA_PROMPT_MODIFIER='\''(base) '\''
export CONDA_PREFIX_5='\''/camp/home/johnsoe/.conda/envs/schemist-dev'\''
export CONDA_EXE='\''/camp/apps/eb/software/Anaconda3/2023.09-0/bin/conda'\''
export _CE_M='\'''\''
export _CE_CONDA='\'''\''
export CONDA_PYTHON_EXE='\''/camp/apps/eb/software/Anaconda3/2023.09-0/bin/python'\'''
+++ eval 'PS1='\''(base) ${debian_chroot:+($debian_chroot)}\u@\h:\W\$ '\''
export PATH='\''/camp/apps/eb/software/Anaconda3/2023.03:/camp/apps/eb/software/Anaconda3/2023.03/sbin:/camp/apps/eb/software/Anaconda3/2023.03/bin:/nemo/lab/johnsone/home/users/johnsoe/.vscode-server/cli/servers/Stable-384ff7382de624fb94dbaf6da11977bba1ecd427/server/bin/remote-cli:/camp/apps/eb/software/Anaconda3/2023.09-0/bin:/camp/apps/eb/software/Anaconda3/2023.09-0/condabin:/usr/local/bin:/usr/bin:/usr/local/sbin:/usr/sbin:/usr/lpp/mmfs/bin:/camp/home/johnsoe/.local/bin:/camp/home/johnsoe/bin:/camp/apps/eb/software/Anaconda3/2023.09-0/bin'\''
export CONDA_PREFIX='\''/camp/apps/eb/software/Anaconda3/2023.09-0'\''
export CONDA_SHLVL='\''6'\''
export CONDA_DEFAULT_ENV='\''base'\''
export CONDA_PROMPT_MODIFIER='\''(base) '\''
export CONDA_PREFIX_5='\''/camp/home/johnsoe/.conda/envs/schemist-dev'\''
export CONDA_EXE='\''/camp/apps/eb/software/Anaconda3/2023.09-0/bin/conda'\''
export _CE_M='\'''\''
export _CE_CONDA='\'''\''
export CONDA_PYTHON_EXE='\''/camp/apps/eb/software/Anaconda3/2023.09-0/bin/python'\'''
++++ PS1='(base) ${debian_chroot:+($debian_chroot)}\u@\h:\W\$ '
++++ export PATH=/camp/apps/eb/software/Anaconda3/2023.03:/camp/apps/eb/software/Anaconda3/2023.03/sbin:/camp/apps/eb/software/Anaconda3/2023.03/bin:/nemo/lab/johnsone/home/users/johnsoe/.vscode-server/cli/servers/Stable-384ff7382de624fb94dbaf6da11977bba1ecd427/server/bin/remote-cli:/camp/apps/eb/software/Anaconda3/2023.09-0/bin:/camp/apps/eb/software/Anaconda3/2023.09-0/condabin:/usr/local/bin:/usr/bin:/usr/local/sbin:/usr/sbin:/usr/lpp/mmfs/bin:/camp/home/johnsoe/.local/bin:/camp/home/johnsoe/bin:/camp/apps/eb/software/Anaconda3/2023.09-0/bin
++++ PATH=/camp/apps/eb/software/Anaconda3/2023.03:/camp/apps/eb/software/Anaconda3/2023.03/sbin:/camp/apps/eb/software/Anaconda3/2023.03/bin:/nemo/lab/johnsone/home/users/johnsoe/.vscode-server/cli/servers/Stable-384ff7382de624fb94dbaf6da11977bba1ecd427/server/bin/remote-cli:/camp/apps/eb/software/Anaconda3/2023.09-0/bin:/camp/apps/eb/software/Anaconda3/2023.09-0/condabin:/usr/local/bin:/usr/bin:/usr/local/sbin:/usr/sbin:/usr/lpp/mmfs/bin:/camp/home/johnsoe/.local/bin:/camp/home/johnsoe/bin:/camp/apps/eb/software/Anaconda3/2023.09-0/bin
++++ export CONDA_PREFIX=/camp/apps/eb/software/Anaconda3/2023.09-0
++++ CONDA_PREFIX=/camp/apps/eb/software/Anaconda3/2023.09-0
++++ export CONDA_SHLVL=6
++++ CONDA_SHLVL=6
++++ export CONDA_DEFAULT_ENV=base
++++ CONDA_DEFAULT_ENV=base
++++ export 'CONDA_PROMPT_MODIFIER=(base) '
++++ CONDA_PROMPT_MODIFIER='(base) '
++++ export CONDA_PREFIX_5=/camp/home/johnsoe/.conda/envs/schemist-dev
++++ CONDA_PREFIX_5=/camp/home/johnsoe/.conda/envs/schemist-dev
++++ export CONDA_EXE=/camp/apps/eb/software/Anaconda3/2023.09-0/bin/conda
++++ CONDA_EXE=/camp/apps/eb/software/Anaconda3/2023.09-0/bin/conda
++++ export _CE_M=
++++ _CE_M=
++++ export _CE_CONDA=
++++ _CE_CONDA=
++++ export CONDA_PYTHON_EXE=/camp/apps/eb/software/Anaconda3/2023.09-0/bin/python
++++ CONDA_PYTHON_EXE=/camp/apps/eb/software/Anaconda3/2023.09-0/bin/python
+++ __conda_hashr
+++ '[' -n '' ']'
+++ '[' -n '' ']'
+++ hash -r
++ unset __conda_setup
+ conda activate schemist-dev
+ local cmd=activate
+ case "$cmd" in
+ __conda_activate activate schemist-dev
+ '[' -n '' ']'
+ local ask_conda
++ PS1='(base) ${debian_chroot:+($debian_chroot)}\u@\h:\W\$ '
++ __conda_exe shell.posix activate schemist-dev
++ /camp/apps/eb/software/Anaconda3/2023.09-0/bin/conda shell.posix activate schemist-dev
+ ask_conda='PS1='\''(schemist-dev) ${debian_chroot:+($debian_chroot)}\u@\h:\W\$ '\''
export PATH='\''/camp/apps/eb/software/Anaconda3/2023.03:/camp/apps/eb/software/Anaconda3/2023.03/sbin:/camp/apps/eb/software/Anaconda3/2023.03/bin:/nemo/lab/johnsone/home/users/johnsoe/.vscode-server/cli/servers/Stable-384ff7382de624fb94dbaf6da11977bba1ecd427/server/bin/remote-cli:/camp/home/johnsoe/.conda/envs/schemist-dev/bin:/camp/apps/eb/software/Anaconda3/2023.09-0/condabin:/usr/local/bin:/usr/bin:/usr/local/sbin:/usr/sbin:/usr/lpp/mmfs/bin:/camp/home/johnsoe/.local/bin:/camp/home/johnsoe/bin:/camp/apps/eb/software/Anaconda3/2023.09-0/bin'\''
export CONDA_PREFIX='\''/camp/home/johnsoe/.conda/envs/schemist-dev'\''
export CONDA_SHLVL='\''7'\''
export CONDA_DEFAULT_ENV='\''schemist-dev'\''
export CONDA_PROMPT_MODIFIER='\''(schemist-dev) '\''
export CONDA_PREFIX_6='\''/camp/apps/eb/software/Anaconda3/2023.09-0'\''
export CONDA_EXE='\''/camp/apps/eb/software/Anaconda3/2023.09-0/bin/conda'\''
export _CE_M='\'''\''
export _CE_CONDA='\'''\''
export CONDA_PYTHON_EXE='\''/camp/apps/eb/software/Anaconda3/2023.09-0/bin/python'\'''
+ eval 'PS1='\''(schemist-dev) ${debian_chroot:+($debian_chroot)}\u@\h:\W\$ '\''
export PATH='\''/camp/apps/eb/software/Anaconda3/2023.03:/camp/apps/eb/software/Anaconda3/2023.03/sbin:/camp/apps/eb/software/Anaconda3/2023.03/bin:/nemo/lab/johnsone/home/users/johnsoe/.vscode-server/cli/servers/Stable-384ff7382de624fb94dbaf6da11977bba1ecd427/server/bin/remote-cli:/camp/home/johnsoe/.conda/envs/schemist-dev/bin:/camp/apps/eb/software/Anaconda3/2023.09-0/condabin:/usr/local/bin:/usr/bin:/usr/local/sbin:/usr/sbin:/usr/lpp/mmfs/bin:/camp/home/johnsoe/.local/bin:/camp/home/johnsoe/bin:/camp/apps/eb/software/Anaconda3/2023.09-0/bin'\''
export CONDA_PREFIX='\''/camp/home/johnsoe/.conda/envs/schemist-dev'\''
export CONDA_SHLVL='\''7'\''
export CONDA_DEFAULT_ENV='\''schemist-dev'\''
export CONDA_PROMPT_MODIFIER='\''(schemist-dev) '\''
export CONDA_PREFIX_6='\''/camp/apps/eb/software/Anaconda3/2023.09-0'\''
export CONDA_EXE='\''/camp/apps/eb/software/Anaconda3/2023.09-0/bin/conda'\''
export _CE_M='\'''\''
export _CE_CONDA='\'''\''
export CONDA_PYTHON_EXE='\''/camp/apps/eb/software/Anaconda3/2023.09-0/bin/python'\'''
++ PS1='(schemist-dev) ${debian_chroot:+($debian_chroot)}\u@\h:\W\$ '
++ export PATH=/camp/apps/eb/software/Anaconda3/2023.03:/camp/apps/eb/software/Anaconda3/2023.03/sbin:/camp/apps/eb/software/Anaconda3/2023.03/bin:/nemo/lab/johnsone/home/users/johnsoe/.vscode-server/cli/servers/Stable-384ff7382de624fb94dbaf6da11977bba1ecd427/server/bin/remote-cli:/camp/home/johnsoe/.conda/envs/schemist-dev/bin:/camp/apps/eb/software/Anaconda3/2023.09-0/condabin:/usr/local/bin:/usr/bin:/usr/local/sbin:/usr/sbin:/usr/lpp/mmfs/bin:/camp/home/johnsoe/.local/bin:/camp/home/johnsoe/bin:/camp/apps/eb/software/Anaconda3/2023.09-0/bin
++ PATH=/camp/apps/eb/software/Anaconda3/2023.03:/camp/apps/eb/software/Anaconda3/2023.03/sbin:/camp/apps/eb/software/Anaconda3/2023.03/bin:/nemo/lab/johnsone/home/users/johnsoe/.vscode-server/cli/servers/Stable-384ff7382de624fb94dbaf6da11977bba1ecd427/server/bin/remote-cli:/camp/home/johnsoe/.conda/envs/schemist-dev/bin:/camp/apps/eb/software/Anaconda3/2023.09-0/condabin:/usr/local/bin:/usr/bin:/usr/local/sbin:/usr/sbin:/usr/lpp/mmfs/bin:/camp/home/johnsoe/.local/bin:/camp/home/johnsoe/bin:/camp/apps/eb/software/Anaconda3/2023.09-0/bin
++ export CONDA_PREFIX=/camp/home/johnsoe/.conda/envs/schemist-dev
++ CONDA_PREFIX=/camp/home/johnsoe/.conda/envs/schemist-dev
++ export CONDA_SHLVL=7
++ CONDA_SHLVL=7
++ export CONDA_DEFAULT_ENV=schemist-dev
++ CONDA_DEFAULT_ENV=schemist-dev
++ export 'CONDA_PROMPT_MODIFIER=(schemist-dev) '
++ CONDA_PROMPT_MODIFIER='(schemist-dev) '
++ export CONDA_PREFIX_6=/camp/apps/eb/software/Anaconda3/2023.09-0
++ CONDA_PREFIX_6=/camp/apps/eb/software/Anaconda3/2023.09-0
++ export CONDA_EXE=/camp/apps/eb/software/Anaconda3/2023.09-0/bin/conda
++ CONDA_EXE=/camp/apps/eb/software/Anaconda3/2023.09-0/bin/conda
++ export _CE_M=
++ _CE_M=
++ export _CE_CONDA=
++ _CE_CONDA=
++ export CONDA_PYTHON_EXE=/camp/apps/eb/software/Anaconda3/2023.09-0/bin/python
++ CONDA_PYTHON_EXE=/camp/apps/eb/software/Anaconda3/2023.09-0/bin/python
+ __conda_hashr
+ '[' -n '' ']'
+ '[' -n '' ']'
+ hash -r
+ CHUNK_HEAD_FILE=/nemo/lab/johnsone/home/users/johnsoe/data/datasets/rapid_6-12b/240425_rapid_6-12.tsv.gz
+ INPUT=/nemo/lab/johnsone/home/users/johnsoe/data/datasets/cyc-pep-6-12mer-70M-2024/train/cyc-pep-6-12mer-70M_03.csv
+ COLUMN=cysteine_to_N_cyclization
+ PREFIX=cyclic_
+ AWK='1 { print $8, $1, $2, $10, $3 }'
+ '[' -z cysteine_to_N_cyclization ']'
+ '[' -z cyclic_ ']'
+ '[' -z '1 { print $8, $1, $2, $10, $3 }' ']'
+ cat /dev/fd/63 /nemo/lab/johnsone/home/users/johnsoe/data/datasets/cyc-pep-6-12mer-70M-2024/train/cyc-pep-6-12mer-70M_03.csv
+ awk -F, -v OFS=, '1 { print $8, $1, $2, $10, $3 }'
++ zcat /nemo/lab/johnsone/home/users/johnsoe/data/datasets/rapid_6-12b/240425_rapid_6-12.tsv.gz
++ head -n1
+ schemist convert -f csv --column cysteine_to_N_cyclization --to id inchikey scaffold mwt clogp tpsa --prefix cyclic_ --options prefix=SCB-
+ gzip --best
++ tr '	' ,
🚀 Converting between string representations with the following parameters:
	subcommand: convert
	output: <_io.TextIOWrapper name='<stdout>' mode='w' encoding='utf-8'>
	format: csv
	input: <_io.TextIOWrapper name='<stdin>' mode='r' encoding='utf-8'>
	representation: SMILES
	column: cysteine_to_N_cyclization
	prefix: cyclic_
	to: ['id', 'inchikey', 'scaffold', 'mwt', 'clogp', 'tpsa']
	options: ['prefix=SCB-']
	func: <function _convert at 0x7f7e3726f240>

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991it [3:17:41, 11.90s/it]
992it [3:17:53, 11.91s/it]
993it [3:18:04, 11.85s/it]
994it [3:18:16, 11.87s/it]
995it [3:18:28, 11.95s/it]
996it [3:18:40, 11.96s/it]
997it [3:18:53, 12.02s/it]
998it [3:19:05, 12.03s/it]
999it [3:19:17, 11.99s/it]
1000it [3:19:29, 12.00s/it]
1000it [3:19:29, 11.97s/it]
Error counts:
	cyclic_id: 0
	cyclic_inchikey: 0
	cyclic_scaffold: 0
	cyclic_mwt: 0
	cyclic_clogp: 0
	cyclic_tpsa: 0
⏰ Completed process in 3:19:53.014538
+ rm /nemo/lab/johnsone/home/users/johnsoe/data/datasets/cyc-pep-6-12mer-70M-2024/train/cyc-pep-6-12mer-70M_03.csv