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
0,1778068200,2,a7402f4a-7dac-4de5-9492-369e163d562f,1778068202,1778068208,6,.tests/optimization_example_all_float --x=513.36562633514404296875 --y=867.37537384033203125 --z=939.43083286285400390625 --a=469.4993495941162109375,0,,runnervmeorf1,0_0,COMPLETED,SOBOL,-20924071.2619954012334346771240234375,513.36562633514404296875,867.37537384033203125,939.43083286285400390625,469.4993495941162109375
1,1778068211,2,a7402f4a-7dac-4de5-9492-369e163d562f,1778068213,1778068219,6,.tests/optimization_example_all_float --x=-995.49600668251514434814 --y=-898.80120754241943359375 --z=-664.95527885854244232178 --a=-611.37217469513416290283,0,,runnervmeorf1,1_0,COMPLETED,BOTORCH_MODULAR,-26451901.795001499354839324951171875,-995.49600668251514434814453125,-898.80120754241943359375,-664.95527885854244232177734375,-611.37217469513416290283203125
========================================================================
Current git-hash: 2beafd4eb7ceada8d47cd0d837df6a623415e22f (last fully tested stable version 1 commit ago [6efe9b5645abb6a4e0471dd42a96833aed7eb7e7, 9293])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-06 11:49:56] 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: b69ecf3f-53cc-45b1-8f03-56d9fa3af68b
__________________________________________
| OmniOpt2 - Precision tuning, no shortcuts. |
==========================================
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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=97 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 ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -995.4960066825151 │ -898.8012075424194 │ -664.9552788585424 │ -611.3721746951342 │ -26451901.7950015 │
└────────────────────┴────────────────────┴────────────────────┴────────────────────┴───────────────────┘
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 │ 0.041 │ 1 │ 0.041 │
│ 2 │ 0.387 │ 1 │ 0.387 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.214 │ │ │
│ Median │ 0.214 │ │ │
│ Total │ 0.427 │ │ │
│ Max │ 0.387 │ │ │
│ Min │ 0.041 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.249 │ 1 │ 0.249 │
│ 2 │ 0.084 │ 1 │ 0.084 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.167 │ │ │
│ Median │ 0.167 │ │ │
│ Total │ 0.333 │ │ │
│ Max │ 0.249 │ │ │
│ Min │ 0.084 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2026-05-06 11:50:00 (a7402f4a-7dac-4de5-9492-369e163d562f): SOBOL, Started OmniOpt2 run...
2026-05-06 11:50:00 (a7402f4a-7dac-4de5-9492-369e163d562f): SOBOL, getting new HP set (no sbatch)
2026-05-06 11:50:00 (a7402f4a-7dac-4de5-9492-369e163d562f): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2026-05-06 11:50:00 (a7402f4a-7dac-4de5-9492-369e163d562f): SOBOL, eval #1/1 start
2026-05-06 11:50:00 (a7402f4a-7dac-4de5-9492-369e163d562f): SOBOL, starting new job
2026-05-06 11:50:01 (a7402f4a-7dac-4de5-9492-369e163d562f): SOBOL, started new job
2026-05-06 11:50:10 (a7402f4a-7dac-4de5-9492-369e163d562f): SOBOL, new result: RESULT: -20924071.261995
2026-05-06 11:50:11 (a7402f4a-7dac-4de5-9492-369e163d562f): SOBOL, best RESULT: -20924071.2619954, finishing jobs, finished 1 job
2026-05-06 11:50:11 (a7402f4a-7dac-4de5-9492-369e163d562f): BOTORCH_MODULAR, best RESULT: -20924071.2619954, getting new HP set (no sbatch)
2026-05-06 11:50:11 (a7402f4a-7dac-4de5-9492-369e163d562f): BOTORCH_MODULAR, best RESULT: -20924071.2619954, requested 1 jobs, got 1, 0.39 s/job
2026-05-06 11:50:11 (a7402f4a-7dac-4de5-9492-369e163d562f): BOTORCH_MODULAR, best RESULT: -20924071.2619954, eval #1/1 start
2026-05-06 11:50:11 (a7402f4a-7dac-4de5-9492-369e163d562f): BOTORCH_MODULAR, best RESULT: -20924071.2619954, starting new job
2026-05-06 11:50:11 (a7402f4a-7dac-4de5-9492-369e163d562f): BOTORCH_MODULAR, best RESULT: -20924071.2619954, started new job
2026-05-06 11:50:19 (a7402f4a-7dac-4de5-9492-369e163d562f): BOTORCH_MODULAR, best RESULT: -20924071.2619954, new result: RESULT: -26451901.795001
2026-05-06 11:50:21 (a7402f4a-7dac-4de5-9492-369e163d562f): BOTORCH_MODULAR, best RESULT: -26451901.7950015, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1778068198,769.93359375,26.8
