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
0,1762171547,2,a7e2cb79-1a9f-437a-8132-8d4496507ed9,1762171549,1762171555,6,.tests/optimization_example_all_float --x=189.22555446624755859375 --y=453.0298709869384765625 --z=839.7235870361328125 --a=-622.903347015380859375,0,,runnervmxu1zt,0_0,COMPLETED,SOBOL,-13254930.43697549961507320404052734375,189.22555446624755859375,453.0298709869384765625,839.7235870361328125,-622.903347015380859375
1,1762171558,2,a7e2cb79-1a9f-437a-8132-8d4496507ed9,1762171560,1762171566,6,.tests/optimization_example_all_float --x=-829.45574074983596801758 --y=-526.39270760118961334229 --z=-982.36190713942050933838 --a=797.00827784836292266846,0,,runnervmxu1zt,1_0,COMPLETED,BOTORCH_MODULAR,-25813318.4877641983330249786376953125,-829.455740749835968017578125,-526.39270760118961334228515625,-982.36190713942050933837890625,797.00827784836292266845703125
========================================================================
Current git-hash: ad3c4a024259e2dddd453b72bdb2d22633c3eada (last fully tested stable version 3 commits ago [77cf89fedeb2e74949f6802653d1a5eb818b0de8, 9037])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-03 12:05:44] 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: 602f351d-c820-4b66-bd7c-6592ec25e3c1
_________________________________________________
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| OmniOpt2 - Tuning so deep, even Lovecraft would b |
| e scared! |
\ /
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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=33 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -829.455740749836 │ -526.3927076011896 │ -982.3619071394205 │ 797.0082778483629 │ -25813318.4877642 │
└───────────────────┴────────────────────┴────────────────────┴───────────────────┴───────────────────┘
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 │ 0.009 │ 1 │ 0.009 │
│ 2 │ 0.321 │ 1 │ 0.321 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.165 │ │ │
│ Median │ 0.165 │ │ │
│ Total │ 0.330 │ │ │
│ Max │ 0.321 │ │ │
│ Min │ 0.009 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.095 │ 1 │ 0.095 │
│ 2 │ 0.063 │ 1 │ 0.063 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.079 │ │ │
│ Median │ 0.079 │ │ │
│ Total │ 0.158 │ │ │
│ Max │ 0.095 │ │ │
│ Min │ 0.063 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-11-03 12:05:47 (a7e2cb79-1a9f-437a-8132-8d4496507ed9): SOBOL, Started OmniOpt2 run...
2025-11-03 12:05:47 (a7e2cb79-1a9f-437a-8132-8d4496507ed9): SOBOL, getting new HP set (no sbatch)
2025-11-03 12:05:47 (a7e2cb79-1a9f-437a-8132-8d4496507ed9): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-03 12:05:47 (a7e2cb79-1a9f-437a-8132-8d4496507ed9): SOBOL, eval #1/1 start
2025-11-03 12:05:47 (a7e2cb79-1a9f-437a-8132-8d4496507ed9): SOBOL, starting new job
2025-11-03 12:05:47 (a7e2cb79-1a9f-437a-8132-8d4496507ed9): SOBOL, started new job
2025-11-03 12:05:56 (a7e2cb79-1a9f-437a-8132-8d4496507ed9): SOBOL, new result: RESULT: -13254930.436975
2025-11-03 12:05:57 (a7e2cb79-1a9f-437a-8132-8d4496507ed9): SOBOL, best RESULT: -13254930.4369755, finishing jobs, finished 1 job
2025-11-03 12:05:58 (a7e2cb79-1a9f-437a-8132-8d4496507ed9): BOTORCH_MODULAR, best RESULT: -13254930.4369755, getting new HP set (no sbatch)
2025-11-03 12:05:58 (a7e2cb79-1a9f-437a-8132-8d4496507ed9): BOTORCH_MODULAR, best RESULT: -13254930.4369755, requested 1 jobs, got 1, 0.32 s/job
2025-11-03 12:05:58 (a7e2cb79-1a9f-437a-8132-8d4496507ed9): BOTORCH_MODULAR, best RESULT: -13254930.4369755, eval #1/1 start
2025-11-03 12:05:58 (a7e2cb79-1a9f-437a-8132-8d4496507ed9): BOTORCH_MODULAR, best RESULT: -13254930.4369755, starting new job
2025-11-03 12:05:58 (a7e2cb79-1a9f-437a-8132-8d4496507ed9): BOTORCH_MODULAR, best RESULT: -13254930.4369755, started new job
2025-11-03 12:06:07 (a7e2cb79-1a9f-437a-8132-8d4496507ed9): BOTORCH_MODULAR, best RESULT: -13254930.4369755, new result: RESULT: -25813318.487764
2025-11-03 12:06:09 (a7e2cb79-1a9f-437a-8132-8d4496507ed9): BOTORCH_MODULAR, best RESULT: -25813318.4877642, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1762171545,749.77734375,28.8
