trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,arm_name,trial_status,generation_node,RESULT,x,y,z,a
0,1771855183,2,da61665e-cc76-43d7-a248-2f35bba09c32,1771855185,1771855191,6,.tests/optimization_example_all_float --x=-206.10809326171875 --y=405.424594879150390625 --z=-4.46838140487670898438 --a=-928.10811102390289306641,0,,runnervmwffz4,0_0,COMPLETED,SOBOL,-10751820.55750969983637332916259765625,-206.10809326171875,405.424594879150390625,-4.468381404876708984375,-928.10811102390289306640625
1,1771855195,1,da61665e-cc76-43d7-a248-2f35bba09c32,1771855196,1771855202,6,.tests/optimization_example_all_float --x=901.85252390801906585693 --y=-869.31953020393848419189 --z=-439.46603499352931976318 --a=947.2741428762674331665,0,,runnervmwffz4,1_0,COMPLETED,BOTORCH_MODULAR,-26541319.7960919998586177825927734375,901.85252390801906585693359375,-869.31953020393848419189453125,-439.46603499352931976318359375,947.27414287626743316650390625
========================================================================
Current git-hash: 546675340658df385b457111e2ecbf4badc7ab84 (last fully tested stable version 4 commits ago [58c866c868c07da88eccea8bc47a8de539dae9f1, 9260])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 02-23 13:59:39] ax.storage.sqa_store.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: 8ee0e5b8-0eca-41c1-90b6-6b81e36c930a
_____________________________________
| OmniOpt2 - When it clicks, it sticks! |
=====================================
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omniopt --partition=alpha --experiment_name=example_all_float --mem_gb=4 --time=60 --worker_timeout=5 --max_eval=2 --num_parallel_jobs=1 --gpus=0 --num_random_steps=1 --send_anonymized_usage_stats --run_program=LnRlc3RzL29wdGltaXphdGlvbl9leGFtcGxlX2FsbF9mbG9hdCAgLS14PSUoeCkgLS15PSUoeSkgLS16PSUoeikgLS1hPSUoYSkK --cpus_per_task=1 --nodes_per_job=1 --model=BOTORCH_MODULAR --run_mode=local --parameter x range -1000 1000 float --parameter y range -1000 1000 float --parameter z range -1000 1000 float --parameter a range -1000 1000 float --live_share --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=13 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_all_float --x=%(x) --y=%(y) --z=%(z) --a=%(a)
Experiment parameters
┏━━━━━━┳━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name ┃ Type ┃ Lower bound ┃ Upper bound ┃ Type ┃ Log Scale? ┃
┡━━━━━━╇━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ x │ range │ -1000 │ 1000 │ float │ No │
│ y │ range │ -1000 │ 1000 │ float │ No │
│ z │ range │ -1000 │ 1000 │ float │ No │
│ a │ range │ -1000 │ 1000 │ float │ No │
└──────┴───────┴─────────────┴─────────────┴───────┴────────────┘
Result-Names
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Result-Name ┃ Min or max? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT │ min │
└─────────────┴─────────────┘
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Best RESULT, min (total: 2)
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┓
┃ x ┃ y ┃ z ┃ a ┃ RESULT ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 901.8525239080191 │ -869.3195302039385 │ -439.4660349935293 │ 947.2741428762674 │ -26541319.796092 │
└───────────────────┴────────────────────┴────────────────────┴───────────────────┴──────────────────┘
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 │ 0.040 │ 1 │ 0.040 │
│ 2 │ 0.375 │ 1 │ 0.375 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.208 │ │ │
│ Median │ 0.208 │ │ │
│ Total │ 0.415 │ │ │
│ Max │ 0.375 │ │ │
│ Min │ 0.040 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.255 │ 1 │ 0.255 │
│ 2 │ 0.091 │ 1 │ 0.091 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.173 │ │ │
│ Median │ 0.173 │ │ │
│ Total │ 0.347 │ │ │
│ Max │ 0.255 │ │ │
│ Min │ 0.091 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2026-02-23 13:59:43 (da61665e-cc76-43d7-a248-2f35bba09c32): SOBOL, Started OmniOpt2 run...
2026-02-23 13:59:43 (da61665e-cc76-43d7-a248-2f35bba09c32): SOBOL, getting new HP set (no sbatch)
2026-02-23 13:59:43 (da61665e-cc76-43d7-a248-2f35bba09c32): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2026-02-23 13:59:43 (da61665e-cc76-43d7-a248-2f35bba09c32): SOBOL, eval #1/1 start
2026-02-23 13:59:43 (da61665e-cc76-43d7-a248-2f35bba09c32): SOBOL, starting new job
2026-02-23 13:59:44 (da61665e-cc76-43d7-a248-2f35bba09c32): SOBOL, started new job
2026-02-23 13:59:53 (da61665e-cc76-43d7-a248-2f35bba09c32): SOBOL, new result: RESULT: -10751820.557510
2026-02-23 13:59:54 (da61665e-cc76-43d7-a248-2f35bba09c32): SOBOL, best RESULT: -10751820.5575097, finishing jobs, finished 1 job
2026-02-23 13:59:55 (da61665e-cc76-43d7-a248-2f35bba09c32): BOTORCH_MODULAR, best RESULT: -10751820.5575097, getting new HP set (no sbatch)
2026-02-23 13:59:55 (da61665e-cc76-43d7-a248-2f35bba09c32): BOTORCH_MODULAR, best RESULT: -10751820.5575097, requested 1 jobs, got 1, 0.38 s/job
2026-02-23 13:59:55 (da61665e-cc76-43d7-a248-2f35bba09c32): BOTORCH_MODULAR, best RESULT: -10751820.5575097, eval #1/1 start
2026-02-23 13:59:55 (da61665e-cc76-43d7-a248-2f35bba09c32): BOTORCH_MODULAR, best RESULT: -10751820.5575097, starting new job
2026-02-23 13:59:55 (da61665e-cc76-43d7-a248-2f35bba09c32): BOTORCH_MODULAR, best RESULT: -10751820.5575097, started new job
2026-02-23 14:00:04 (da61665e-cc76-43d7-a248-2f35bba09c32): BOTORCH_MODULAR, best RESULT: -10751820.5575097, new result: RESULT: -26541319.796092
2026-02-23 14:00:06 (da61665e-cc76-43d7-a248-2f35bba09c32): BOTORCH_MODULAR, best RESULT: -26541319.796092, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1771855181,794.05078125,26.9
