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
0,1778369007,2,647f57b6-c3b7-47ff-b091-1a80d33784ab,1778369009,1778369015,6,.tests/optimization_example_all_float --x=-971.22849337756633758545 --y=953.80842685699462890625 --z=-52.18392610549926757812 --a=-136.08175516128540039062,0,,runnervmrc6n4,0_0,COMPLETED,SOBOL,-18775294.07705409824848175048828125,-971.22849337756633758544921875,953.80842685699462890625,-52.183926105499267578125,-136.081755161285400390625
1,1778369018,2,647f57b6-c3b7-47ff-b091-1a80d33784ab,1778369020,1778369026,6,.tests/optimization_example_all_float --x=949.16171021759510040283 --y=-814.54543583095073699951 --z=766.05468615889549255371 --a=815.11735729873180389404,0,,runnervmrc6n4,1_0,COMPLETED,BOTORCH_MODULAR,-27984196.616865999996662139892578125,949.16171021759510040283203125,-814.54543583095073699951171875,766.0546861588954925537109375,815.11735729873180389404296875
========================================================================
Current git-hash: 5268678be516a64d8bfe1ff0d3bbd05a6f0bcdd2 (last fully tested stable version 1 commit ago [7d04f3b04cc038a14898910e7a1fde53755e73b2, 9304])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-09 23:23:24] 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: 791fcdd4-1242-4a64-8e21-c6e98e38156d
_____________________________________
| OmniOpt2 - Maximizing the model mojo! |
=====================================
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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=131 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 949.1617102175951 │ -814.5454358309507 │ 766.0546861588955 │ 815.1173572987318 │ -27984196.616866 │
└───────────────────┴────────────────────┴───────────────────┴───────────────────┴──────────────────┘
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 │ 0.459 │ 1 │ 0.459 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.241 │ │ │
│ Median │ 0.241 │ │ │
│ Total │ 0.482 │ │ │
│ Max │ 0.459 │ │ │
│ Min │ 0.023 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.120 │ 1 │ 0.120 │
│ 2 │ 0.065 │ 1 │ 0.065 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.093 │ │ │
│ Median │ 0.093 │ │ │
│ Total │ 0.185 │ │ │
│ Max │ 0.120 │ │ │
│ Min │ 0.065 │ │ │
└─────────┴─────────┴──────┴──────────────┘
╭──────────────────────────────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ────────────────────────────────────────────────────────────────────────────────────────╮
│ │
│ ✅ Optimization complete! │
│ │
│ 📊 Trials: 2 succeeded / 0 failed / 2 done / 2 submitted │
│ ⏱️ Duration: 31s │
│ 🏆 Best RESULT: -27984196.616866 │
│ 📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/results.csv │
│ 🧠 Model: BOTORCH_MODULAR │
│ │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
2026-05-09 23:23:27 (647f57b6-c3b7-47ff-b091-1a80d33784ab): SOBOL, Started OmniOpt2 run...
2026-05-09 23:23:27 (647f57b6-c3b7-47ff-b091-1a80d33784ab): SOBOL, getting new HP set (no sbatch)
2026-05-09 23:23:27 (647f57b6-c3b7-47ff-b091-1a80d33784ab): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-05-09 23:23:27 (647f57b6-c3b7-47ff-b091-1a80d33784ab): SOBOL, eval #1/1 start
2026-05-09 23:23:27 (647f57b6-c3b7-47ff-b091-1a80d33784ab): SOBOL, starting new job
2026-05-09 23:23:27 (647f57b6-c3b7-47ff-b091-1a80d33784ab): SOBOL, started new job
2026-05-09 23:23:36 (647f57b6-c3b7-47ff-b091-1a80d33784ab): SOBOL, new result: RESULT: -18775294.077054
2026-05-09 23:23:37 (647f57b6-c3b7-47ff-b091-1a80d33784ab): SOBOL, best RESULT: -18775294.0770541, finishing jobs, finished 1 job
2026-05-09 23:23:38 (647f57b6-c3b7-47ff-b091-1a80d33784ab): BOTORCH_MODULAR, best RESULT: -18775294.0770541, getting new HP set (no sbatch)
2026-05-09 23:23:38 (647f57b6-c3b7-47ff-b091-1a80d33784ab): BOTORCH_MODULAR, best RESULT: -18775294.0770541, requested 1 jobs, got 1, 0.46 s/job
2026-05-09 23:23:38 (647f57b6-c3b7-47ff-b091-1a80d33784ab): BOTORCH_MODULAR, best RESULT: -18775294.0770541, eval #1/1 start
2026-05-09 23:23:38 (647f57b6-c3b7-47ff-b091-1a80d33784ab): BOTORCH_MODULAR, best RESULT: -18775294.0770541, starting new job
2026-05-09 23:23:38 (647f57b6-c3b7-47ff-b091-1a80d33784ab): BOTORCH_MODULAR, best RESULT: -18775294.0770541, started new job
2026-05-09 23:23:47 (647f57b6-c3b7-47ff-b091-1a80d33784ab): BOTORCH_MODULAR, best RESULT: -18775294.0770541, new result: RESULT: -27984196.616866
2026-05-09 23:23:48 (647f57b6-c3b7-47ff-b091-1a80d33784ab): BOTORCH_MODULAR, best RESULT: -27984196.616866, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1778369004,740.9140625,28.1
