trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,OO_Info_int_param,OO_Info_int_param_two,OO_Info_float_param,OO_Info_choice_param,arm_name,trial_status,generation_node,RESULT1,RESULT2,int_param,float_param,int_param_two,choice_param
0,1763647352,2,2187d738-3d6d-4168-98a8-2961c221a1cc,1763647354,1763647360,6,./.tests/optimization_example --int_param='-37' --float_param='-43.35879385471343994141' --choice_param='4' --int_param_two='-21' --nr_results=2,0,,runnervmfxdz0,-37,-21,-43.35879385471343994140625,4,0_0,COMPLETED,SOBOL,1.200999174999999974389197632263,2.010150577000000104987975646509,-37,-43.35879385471343994140625,-21,4
1,1763647366,1,2187d738-3d6d-4168-98a8-2961c221a1cc,1763647367,1763647373,6,./.tests/optimization_example --int_param='10' --float_param='-100' --choice_param='8' --int_param_two='-100' --nr_results=2,0,,runnervmfxdz0,10,-100,-100,8,1_0,COMPLETED,BOTORCH_MODULAR,1.292373107587089897663190640742,2.723063502551180015132104017539,10,-100,-100,8
========================================================================
Current git-hash: 49f363966854052274c101fbfc2cfa1309f50d21 (last fully tested stable version 2 commits ago [446fae876e6429c6c99bfdda59df72d5e612ee2a, 9090])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-20 14:02:26] ax.service.utils.with_db_settings_base: Ax currently requires a sqlalchemy version below 2.0. This will be addressed in a future release. Disabling SQL storage in Ax for now, if you would like to use SQL storage please install Ax with mysql extras via `pip install ax-platform[mysql]`.
Run-UUID: 580250db-67dc-4257-af53-55902f6a637b
_________________________________________________
/ \
| OmniOpt2 - Tuning like a pirate - arr, where be t |
| he optimal values? |
\ /
=================================================
\
\
\
\
("`-' '-/") .___..--' ' "`-._
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omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=TRANSFORMS_Cont_X_trans --transforms=Cont_X_trans --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0y --parameter int_param range -100 10 int --parameter float_param range -100 10 float --parameter choice_param choice 1,2,4,8,16,hallo --parameter int_param_two range -100 10 int --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --result_names RESULT1=min RESULT2=min --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/TRANSFORMS_Cont_X_trans/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=TRANSFORMS_Cont_X_trans&run_nr=119 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then BOTORCH_MODULAR for 1 step.
Run-Program: ./.tests/optimization_example --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)' --int_param_two='%(int_param_two)' --nr_results=2
Experiment parameters
┏━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name ┃ Type ┃ Lower bound ┃ Upper bound ┃ Values ┃ Type ┃ Log Scale? ┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param │ range │ -100 │ 10 │ │ int │ No │
│ float_param │ range │ -100 │ 10 │ │ float │ No │
│ choice_param │ choice │ │ │ 1, 2, 4, 8, 16, hallo │ │ │
│ int_param_two │ range │ -100 │ 10 │ │ int │ No │
└───────────────┴────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
Result-Names
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Result-Name ┃ Min or max? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT1 │ min │
│ RESULT2 │ min │
└─────────────┴─────────────┘
Your console does not support sixel-images. Will not print Pareto-frontier as a
matplotlib-sixel-plot for RESULT1/RESULT2.
Pareto-Front for RESULT1/RESULT2:
┏━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ trial_index ┃ int_param ┃ float_param ┃ int_param_two ┃ choice_param ┃ RESULT1 ┃ RESULT2 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ 0 │ -37 │ -43.35879385471344 │ -21 │ 4 │ 1.200999175 │ 2.010150577 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴─────────────┴─────────────┘
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Not printing sixel graphics in CI
Not printing sixel graphics in CI
Runtime Infos
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time ┃ Max time ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ 2 │ 6.00 sec │ 6.00 sec │ 6.00 sec │ 6.00 sec │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.011 │ 1 │ 0.011 │
│ 2 │ 0.814 │ 1 │ 0.814 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.412 │ │ │
│ Median │ 0.412 │ │ │
│ Total │ 0.824 │ │ │
│ Max │ 0.814 │ │ │
│ Min │ 0.011 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.112 │ 1 │ 0.112 │
│ 2 │ 0.096 │ 1 │ 0.096 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.104 │ │ │
│ Median │ 0.104 │ │ │
│ Total │ 0.209 │ │ │
│ Max │ 0.112 │ │ │
│ Min │ 0.096 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-11-20 14:02:32 (2187d738-3d6d-4168-98a8-2961c221a1cc): SOBOL, Started OmniOpt2 run...
2025-11-20 14:02:32 (2187d738-3d6d-4168-98a8-2961c221a1cc): SOBOL, getting new HP set (no sbatch)
2025-11-20 14:02:32 (2187d738-3d6d-4168-98a8-2961c221a1cc): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-20 14:02:32 (2187d738-3d6d-4168-98a8-2961c221a1cc): SOBOL, eval #1/1 start
2025-11-20 14:02:32 (2187d738-3d6d-4168-98a8-2961c221a1cc): SOBOL, starting new job
2025-11-20 14:02:33 (2187d738-3d6d-4168-98a8-2961c221a1cc): SOBOL, started new job
2025-11-20 14:02:42 (2187d738-3d6d-4168-98a8-2961c221a1cc): SOBOL, new result: RESULT1: 1.200999, RESULT2: 2.010151
2025-11-20 14:02:45 (2187d738-3d6d-4168-98a8-2961c221a1cc): SOBOL, 1 done, finishing jobs, finished 1 job
2025-11-20 14:02:45 (2187d738-3d6d-4168-98a8-2961c221a1cc): BOTORCH_MODULAR, 1 done, getting new HP set (no sbatch)
2025-11-20 14:02:46 (2187d738-3d6d-4168-98a8-2961c221a1cc): BOTORCH_MODULAR, 1 done, requested 1 jobs, got 1, 0.81 s/job
2025-11-20 14:02:46 (2187d738-3d6d-4168-98a8-2961c221a1cc): BOTORCH_MODULAR, 1 done, eval #1/1 start
2025-11-20 14:02:46 (2187d738-3d6d-4168-98a8-2961c221a1cc): BOTORCH_MODULAR, 1 done, starting new job
2025-11-20 14:02:46 (2187d738-3d6d-4168-98a8-2961c221a1cc): BOTORCH_MODULAR, 1 done, started new job
2025-11-20 14:02:55 (2187d738-3d6d-4168-98a8-2961c221a1cc): BOTORCH_MODULAR, 1 done, new result: RESULT1: 1.292373, RESULT2: 2.723064
2025-11-20 14:03:00 (2187d738-3d6d-4168-98a8-2961c221a1cc): BOTORCH_MODULAR, 2 done, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1763647346,749.578125,28.8
