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
0,1761110186,2,d832f82c-90f5-4632-b845-443978c40f9c,1761110188,1761110194,6,.tests/optimization_example_all_float --x=-767.3804759979248046875 --y=-514.8260593414306640625 --z=785.04645824432373046875 --a=4.03368473052978515625,0,,runnervmnfq8z,0_0,COMPLETED,SOBOL,-14748844.14788549952208995819091796875,-767.3804759979248046875,-514.8260593414306640625,785.04645824432373046875,4.03368473052978515625
1,1761110197,1,d832f82c-90f5-4632-b845-443978c40f9c,1761110198,1761110205,7,.tests/optimization_example_all_float --x=821.88443839550018310547 --y=996.18451669812202453613 --z=-904.92822974920272827148 --a=-621.77495285868644714355,0,,runnervmnfq8z,1_0,COMPLETED,BOTORCH_MODULAR,-28708215.9410162009298801422119140625,821.88443839550018310546875,996.1845166981220245361328125,-904.928229749202728271484375,-621.7749528586864471435546875
========================================================================
Current git-hash: 6c64fbd932b26c7ccf94272c45bf171fa01f70f8 (last fully tested stable version 8 commits ago [14ee37b26eb555b65ac9a3558f641611a22bc601, 8702])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-22 05:16:24] 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: d5787e13-559c-450b-91fd-c7b35babde4a
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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/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=example_all_float&run_nr=44 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 821.8844383955002 │ 996.184516698122 │ -904.9282297492027 │ -621.7749528586864 │ -28708215.9410162 │
└───────────────────┴──────────────────┴────────────────────┴────────────────────┴───────────────────┘
Not printing sixel graphics in CI
Runtime Infos
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time ┃ Max time ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ 2 │ 6.00 sec │ 7.00 sec │ 6.50 sec │ 6.50 sec │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.009 │ 1 │ 0.009 │
│ 2 │ 0.335 │ 1 │ 0.335 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.172 │ │ │
│ Median │ 0.172 │ │ │
│ Total │ 0.344 │ │ │
│ Max │ 0.335 │ │ │
│ Min │ 0.009 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.094 │ 1 │ 0.094 │
│ 2 │ 0.060 │ 1 │ 0.060 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.077 │ │ │
│ Median │ 0.077 │ │ │
│ Total │ 0.155 │ │ │
│ Max │ 0.094 │ │ │
│ Min │ 0.060 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-22 05:16:26 (d832f82c-90f5-4632-b845-443978c40f9c): SOBOL, Started OmniOpt2 run...
2025-10-22 05:16:26 (d832f82c-90f5-4632-b845-443978c40f9c): SOBOL, getting new HP set (no sbatch)
2025-10-22 05:16:26 (d832f82c-90f5-4632-b845-443978c40f9c): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-10-22 05:16:26 (d832f82c-90f5-4632-b845-443978c40f9c): SOBOL, eval #1/1 start
2025-10-22 05:16:26 (d832f82c-90f5-4632-b845-443978c40f9c): SOBOL, starting new job
2025-10-22 05:16:26 (d832f82c-90f5-4632-b845-443978c40f9c): SOBOL, started new job
2025-10-22 05:16:35 (d832f82c-90f5-4632-b845-443978c40f9c): SOBOL, new result: -14748844.1478855
2025-10-22 05:16:36 (d832f82c-90f5-4632-b845-443978c40f9c): SOBOL, best RESULT: -14748844.1478855, finishing jobs, finished 1 job
2025-10-22 05:16:37 (d832f82c-90f5-4632-b845-443978c40f9c): SOBOL, best RESULT: -14748844.1478855, getting new HP set (no sbatch)
2025-10-22 05:16:37 (d832f82c-90f5-4632-b845-443978c40f9c): SOBOL, best RESULT: -14748844.1478855, requested 1 jobs, got 1, 0.33 s/job
2025-10-22 05:16:37 (d832f82c-90f5-4632-b845-443978c40f9c): SOBOL, best RESULT: -14748844.1478855, eval #1/1 start
2025-10-22 05:16:37 (d832f82c-90f5-4632-b845-443978c40f9c): SOBOL, best RESULT: -14748844.1478855, starting new job
2025-10-22 05:16:37 (d832f82c-90f5-4632-b845-443978c40f9c): SOBOL, best RESULT: -14748844.1478855, started new job
2025-10-22 05:16:46 (d832f82c-90f5-4632-b845-443978c40f9c): SOBOL, best RESULT: -14748844.1478855, new result: -28708215.9410162
2025-10-22 05:16:47 (d832f82c-90f5-4632-b845-443978c40f9c): SOBOL, best RESULT: -28708215.9410162, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761110186,753.28125,24.4
