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
0,1767524547,2,73b91594-e09d-4a9c-a9a9-c1ca866af80d,1767524549,1767524555,6,.tests/optimization_example_all_float --x=-977.59910859167575836182 --y=765.71047306060791015625 --z=146.41678333282470703125 --a=-293.8287258148193359375,0,,runnervmh13bl,0_0,COMPLETED,SOBOL,-16542023.501183100044727325439453125,-977.59910859167575836181640625,765.71047306060791015625,146.41678333282470703125,-293.8287258148193359375
1,1767524558,2,73b91594-e09d-4a9c-a9a9-c1ca866af80d,1767524560,1767524566,6,.tests/optimization_example_all_float --x=970.30591033399105072021 --y=-971.4498911052942276001 --z=396.2393067777156829834 --a=834.07582528889179229736,0,,runnervmh13bl,1_0,COMPLETED,BOTORCH_MODULAR,-27253808.3643849007785320281982421875,970.30591033399105072021484375,-971.44989110529422760009765625,396.2393067777156829833984375,834.07582528889179229736328125
========================================================================
Current git-hash: b549b0cd8c7068d0460e7eda77444c0f42f81ee2 (last fully tested stable version 1 commit ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 11:02:23] 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: 452c5a7f-3b0d-466a-b6ca-5978787d6ac6
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| OmniOpt2 - Tuning: because close enough isn't goo |
| d enough. |
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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/1
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=522 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 ┃
┡━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 970.305910333991 │ -971.4498911052942 │ 396.2393067777157 │ 834.0758252888918 │ -27253808.3643849 │
└──────────────────┴────────────────────┴───────────────────┴───────────────────┴───────────────────┘
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 │ 0.035 │ 1 │ 0.035 │
│ 2 │ 0.335 │ 1 │ 0.335 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.185 │ │ │
│ Median │ 0.185 │ │ │
│ Total │ 0.370 │ │ │
│ Max │ 0.335 │ │ │
│ Min │ 0.035 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.234 │ 1 │ 0.234 │
│ 2 │ 0.084 │ 1 │ 0.084 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.159 │ │ │
│ Median │ 0.159 │ │ │
│ Total │ 0.318 │ │ │
│ Max │ 0.234 │ │ │
│ Min │ 0.084 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2026-01-04 11:02:27 (73b91594-e09d-4a9c-a9a9-c1ca866af80d): SOBOL, Started OmniOpt2 run...
2026-01-04 11:02:27 (73b91594-e09d-4a9c-a9a9-c1ca866af80d): SOBOL, getting new HP set (no sbatch)
2026-01-04 11:02:27 (73b91594-e09d-4a9c-a9a9-c1ca866af80d): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-01-04 11:02:27 (73b91594-e09d-4a9c-a9a9-c1ca866af80d): SOBOL, eval #1/1 start
2026-01-04 11:02:27 (73b91594-e09d-4a9c-a9a9-c1ca866af80d): SOBOL, starting new job
2026-01-04 11:02:27 (73b91594-e09d-4a9c-a9a9-c1ca866af80d): SOBOL, started new job
2026-01-04 11:02:36 (73b91594-e09d-4a9c-a9a9-c1ca866af80d): SOBOL, new result: RESULT: -16542023.501183
2026-01-04 11:02:37 (73b91594-e09d-4a9c-a9a9-c1ca866af80d): SOBOL, best RESULT: -16542023.5011831, finishing jobs, finished 1 job
2026-01-04 11:02:38 (73b91594-e09d-4a9c-a9a9-c1ca866af80d): BOTORCH_MODULAR, best RESULT: -16542023.5011831, getting new HP set (no sbatch)
2026-01-04 11:02:38 (73b91594-e09d-4a9c-a9a9-c1ca866af80d): BOTORCH_MODULAR, best RESULT: -16542023.5011831, requested 1 jobs, got 1, 0.34 s/job
2026-01-04 11:02:38 (73b91594-e09d-4a9c-a9a9-c1ca866af80d): BOTORCH_MODULAR, best RESULT: -16542023.5011831, eval #1/1 start
2026-01-04 11:02:38 (73b91594-e09d-4a9c-a9a9-c1ca866af80d): BOTORCH_MODULAR, best RESULT: -16542023.5011831, starting new job
2026-01-04 11:02:38 (73b91594-e09d-4a9c-a9a9-c1ca866af80d): BOTORCH_MODULAR, best RESULT: -16542023.5011831, started new job
2026-01-04 11:02:47 (73b91594-e09d-4a9c-a9a9-c1ca866af80d): BOTORCH_MODULAR, best RESULT: -16542023.5011831, new result: RESULT: -27253808.364385
2026-01-04 11:02:49 (73b91594-e09d-4a9c-a9a9-c1ca866af80d): BOTORCH_MODULAR, best RESULT: -27253808.3643849, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1767524544,784.44921875,27.3
