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
0,1763645747,2,2361b4ca-86f6-4345-ab46-90cd85e5b3e7,1763645749,1763645755,6,.tests/optimization_example_all_float --x=-85.85780858993530273438 --y=22.8312015533447265625 --z=94.8679447174072265625 --a=-695.81276178359985351562,0,,runnervmfxdz0,0_0,COMPLETED,SOBOL,-5070966.711737579666078090667724609375,-85.857808589935302734375,22.8312015533447265625,94.8679447174072265625,-695.812761783599853515625
1,1763645761,2,2361b4ca-86f6-4345-ab46-90cd85e5b3e7,1763645763,1763645769,6,.tests/optimization_example_all_float --x=983.50888863205909729004 --y=918.43063943088054656982 --z=-648.99220503866672515869 --a=967.64362417161464691162,0,,runnervmfxdz0,1_0,COMPLETED,BOTORCH_MODULAR,-31480824.4001961983740329742431640625,983.5088886320590972900390625,918.43063943088054656982421875,-648.99220503866672515869140625,967.64362417161464691162109375
========================================================================
Current git-hash: e16cc47f68741e1b27528fd70f714f7e1341746b (last fully tested stable version 4 commits ago [91fbcf2592bafca205c776a3bb503b30557d1f5d, 9083])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-20 13:35:41] 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: 417949ab-0f24-436e-b6f9-91d99da13ca8
_________________________________________________
/ \
| OmniOpt2 - Tuning like a pirate - arr, where be t |
| he optimal values? |
\ /
=================================================
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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=228 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 983.5088886320591 │ 918.4306394308805 │ -648.9922050386667 │ 967.6436241716146 │ -31480824.4001962 │
└───────────────────┴───────────────────┴────────────────────┴───────────────────┴───────────────────┘
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 │ 0.365 │ 1 │ 0.365 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.187 │ │ │
│ Median │ 0.187 │ │ │
│ Total │ 0.374 │ │ │
│ Max │ 0.365 │ │ │
│ Min │ 0.009 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.109 │ 1 │ 0.109 │
│ 2 │ 0.069 │ 1 │ 0.069 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.089 │ │ │
│ Median │ 0.089 │ │ │
│ Total │ 0.178 │ │ │
│ Max │ 0.109 │ │ │
│ Min │ 0.069 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-11-20 13:35:47 (2361b4ca-86f6-4345-ab46-90cd85e5b3e7): SOBOL, Started OmniOpt2 run...
2025-11-20 13:35:47 (2361b4ca-86f6-4345-ab46-90cd85e5b3e7): SOBOL, getting new HP set (no sbatch)
2025-11-20 13:35:47 (2361b4ca-86f6-4345-ab46-90cd85e5b3e7): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-20 13:35:47 (2361b4ca-86f6-4345-ab46-90cd85e5b3e7): SOBOL, eval #1/1 start
2025-11-20 13:35:47 (2361b4ca-86f6-4345-ab46-90cd85e5b3e7): SOBOL, starting new job
2025-11-20 13:35:47 (2361b4ca-86f6-4345-ab46-90cd85e5b3e7): SOBOL, started new job
2025-11-20 13:35:56 (2361b4ca-86f6-4345-ab46-90cd85e5b3e7): SOBOL, new result: RESULT: -5070966.711738
2025-11-20 13:36:01 (2361b4ca-86f6-4345-ab46-90cd85e5b3e7): SOBOL, best RESULT: -5070966.71173758, finishing jobs, finished 1 job
2025-11-20 13:36:01 (2361b4ca-86f6-4345-ab46-90cd85e5b3e7): BOTORCH_MODULAR, best RESULT: -5070966.71173758, getting new HP set (no sbatch)
2025-11-20 13:36:01 (2361b4ca-86f6-4345-ab46-90cd85e5b3e7): BOTORCH_MODULAR, best RESULT: -5070966.71173758, requested 1 jobs, got 1, 0.37 s/job
2025-11-20 13:36:01 (2361b4ca-86f6-4345-ab46-90cd85e5b3e7): BOTORCH_MODULAR, best RESULT: -5070966.71173758, eval #1/1 start
2025-11-20 13:36:01 (2361b4ca-86f6-4345-ab46-90cd85e5b3e7): BOTORCH_MODULAR, best RESULT: -5070966.71173758, starting new job
2025-11-20 13:36:01 (2361b4ca-86f6-4345-ab46-90cd85e5b3e7): BOTORCH_MODULAR, best RESULT: -5070966.71173758, started new job
2025-11-20 13:36:10 (2361b4ca-86f6-4345-ab46-90cd85e5b3e7): BOTORCH_MODULAR, best RESULT: -5070966.71173758, new result: RESULT: -31480824.400196
2025-11-20 13:36:15 (2361b4ca-86f6-4345-ab46-90cd85e5b3e7): BOTORCH_MODULAR, best RESULT: -31480824.4001962, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1763645741,749.58984375,28.8
