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
0,1767528548,2,ff58a674-adc8-4df4-b84f-cd4c03ad0300,1767528550,1767528556,6,.tests/optimization_example_all_float --x=-186.33633852005004882812 --y=571.43223285675048828125 --z=800.578594207763671875 --a=-602.51444578170776367188,0,,runnervmdwttx,0_0,COMPLETED,SOBOL,-13594963.20730149932205677032470703125,-186.336338520050048828125,571.43223285675048828125,800.578594207763671875,-602.514445781707763671875
1,1767528559,2,ff58a674-adc8-4df4-b84f-cd4c03ad0300,1767528561,1767528567,6,.tests/optimization_example_all_float --x=827.74023711681365966797 --y=-881.4394995570182800293 --z=-818.14451701939105987549 --a=842.30478107929229736328,0,,runnervmdwttx,1_0,COMPLETED,BOTORCH_MODULAR,-28411333.1491988003253936767578125,827.74023711681365966796875,-881.439499557018280029296875,-818.14451701939105987548828125,842.30478107929229736328125
========================================================================
Current git-hash: 9ab1db60a7865c1670e9a50309a47be995a87dac (last fully tested stable version 9 commits ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 12:09:05] 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: 5c57c51b-4b8b-4b40-95dc-4814647c2064
_______________________________________
| OmniOpt2 - Turning knobs since day one! |
=======================================
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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=553 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 827.7402371168137 │ -881.4394995570183 │ -818.1445170193911 │ 842.3047810792923 │ -28411333.1491988 │
└───────────────────┴────────────────────┴────────────────────┴───────────────────┴───────────────────┘
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 │ 0.023 │ 1 │ 0.023 │
│ 2 │ 0.274 │ 1 │ 0.274 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.149 │ │ │
│ Median │ 0.149 │ │ │
│ Total │ 0.298 │ │ │
│ Max │ 0.274 │ │ │
│ Min │ 0.023 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.106 │ 1 │ 0.106 │
│ 2 │ 0.067 │ 1 │ 0.067 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.086 │ │ │
│ Median │ 0.086 │ │ │
│ Total │ 0.173 │ │ │
│ Max │ 0.106 │ │ │
│ Min │ 0.067 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2026-01-04 12:09:08 (ff58a674-adc8-4df4-b84f-cd4c03ad0300): SOBOL, Started OmniOpt2 run...
2026-01-04 12:09:08 (ff58a674-adc8-4df4-b84f-cd4c03ad0300): SOBOL, getting new HP set (no sbatch)
2026-01-04 12:09:08 (ff58a674-adc8-4df4-b84f-cd4c03ad0300): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-01-04 12:09:08 (ff58a674-adc8-4df4-b84f-cd4c03ad0300): SOBOL, eval #1/1 start
2026-01-04 12:09:08 (ff58a674-adc8-4df4-b84f-cd4c03ad0300): SOBOL, starting new job
2026-01-04 12:09:08 (ff58a674-adc8-4df4-b84f-cd4c03ad0300): SOBOL, started new job
2026-01-04 12:09:17 (ff58a674-adc8-4df4-b84f-cd4c03ad0300): SOBOL, new result: RESULT: -13594963.207301
2026-01-04 12:09:19 (ff58a674-adc8-4df4-b84f-cd4c03ad0300): SOBOL, best RESULT: -13594963.2073015, finishing jobs, finished 1 job
2026-01-04 12:09:19 (ff58a674-adc8-4df4-b84f-cd4c03ad0300): BOTORCH_MODULAR, best RESULT: -13594963.2073015, getting new HP set (no sbatch)
2026-01-04 12:09:19 (ff58a674-adc8-4df4-b84f-cd4c03ad0300): BOTORCH_MODULAR, best RESULT: -13594963.2073015, requested 1 jobs, got 1, 0.27 s/job
2026-01-04 12:09:19 (ff58a674-adc8-4df4-b84f-cd4c03ad0300): BOTORCH_MODULAR, best RESULT: -13594963.2073015, eval #1/1 start
2026-01-04 12:09:19 (ff58a674-adc8-4df4-b84f-cd4c03ad0300): BOTORCH_MODULAR, best RESULT: -13594963.2073015, starting new job
2026-01-04 12:09:19 (ff58a674-adc8-4df4-b84f-cd4c03ad0300): BOTORCH_MODULAR, best RESULT: -13594963.2073015, started new job
2026-01-04 12:09:28 (ff58a674-adc8-4df4-b84f-cd4c03ad0300): BOTORCH_MODULAR, best RESULT: -13594963.2073015, new result: RESULT: -28411333.149199
2026-01-04 12:09:30 (ff58a674-adc8-4df4-b84f-cd4c03ad0300): BOTORCH_MODULAR, best RESULT: -28411333.1491988, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1767528545,756.65625,28.6
