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
0,1767529132,2,32592aa4-dab6-4858-9dd9-73d1aa7f7ac7,1767529134,1767529140,6,.tests/optimization_example_all_float --x=149.87075328826904296875 --y=-856.32008314132690429688 --z=304.3811321258544921875 --a=269.38641071319580078125,0,,runnervmh13bl,0_0,COMPLETED,SOBOL,-9217436.46706777997314929962158203125,149.87075328826904296875,-856.320083141326904296875,304.3811321258544921875,269.38641071319580078125
1,1767529144,1,32592aa4-dab6-4858-9dd9-73d1aa7f7ac7,1767529145,1767529151,6,.tests/optimization_example_all_float --x=-966.51865728199481964111 --y=890.87041467428207397461 --z=-888.56378942728042602539 --a=-761.95159554481506347656,0,,runnervmh13bl,1_0,COMPLETED,BOTORCH_MODULAR,-31156368.76782689988613128662109375,-966.51865728199481964111328125,890.870414674282073974609375,-888.563789427280426025390625,-761.9515955448150634765625
========================================================================
Current git-hash: c8c7eb80218f7ef99495ec4e85e7a68092988de6 (last fully tested stable version 10 commits ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 12:18:48] 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: d374d71d-32fc-4a41-9472-23f710306a03
_________________________________________________
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| OmniOpt2 - Hyperparameter tuning: the extreme spo |
| rt of machine learning! |
\ /
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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=558 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 ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -966.5186572819948 │ 890.8704146742821 │ -888.5637894272804 │ -761.9515955448151 │ -31156368.7678269 │
└────────────────────┴───────────────────┴────────────────────┴────────────────────┴───────────────────┘
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 │ 0.035 │ 1 │ 0.035 │
│ 2 │ 0.333 │ 1 │ 0.333 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.184 │ │ │
│ Median │ 0.184 │ │ │
│ Total │ 0.368 │ │ │
│ Max │ 0.333 │ │ │
│ Min │ 0.035 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.231 │ 1 │ 0.231 │
│ 2 │ 0.087 │ 1 │ 0.087 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.159 │ │ │
│ Median │ 0.159 │ │ │
│ Total │ 0.318 │ │ │
│ Max │ 0.231 │ │ │
│ Min │ 0.087 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2026-01-04 12:18:52 (32592aa4-dab6-4858-9dd9-73d1aa7f7ac7): SOBOL, Started OmniOpt2 run...
2026-01-04 12:18:52 (32592aa4-dab6-4858-9dd9-73d1aa7f7ac7): SOBOL, getting new HP set (no sbatch)
2026-01-04 12:18:52 (32592aa4-dab6-4858-9dd9-73d1aa7f7ac7): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-01-04 12:18:52 (32592aa4-dab6-4858-9dd9-73d1aa7f7ac7): SOBOL, eval #1/1 start
2026-01-04 12:18:52 (32592aa4-dab6-4858-9dd9-73d1aa7f7ac7): SOBOL, starting new job
2026-01-04 12:18:52 (32592aa4-dab6-4858-9dd9-73d1aa7f7ac7): SOBOL, started new job
2026-01-04 12:19:01 (32592aa4-dab6-4858-9dd9-73d1aa7f7ac7): SOBOL, new result: RESULT: -9217436.467068
2026-01-04 12:19:03 (32592aa4-dab6-4858-9dd9-73d1aa7f7ac7): SOBOL, best RESULT: -9217436.46706778, finishing jobs, finished 1 job
2026-01-04 12:19:03 (32592aa4-dab6-4858-9dd9-73d1aa7f7ac7): BOTORCH_MODULAR, best RESULT: -9217436.46706778, getting new HP set (no sbatch)
2026-01-04 12:19:03 (32592aa4-dab6-4858-9dd9-73d1aa7f7ac7): BOTORCH_MODULAR, best RESULT: -9217436.46706778, requested 1 jobs, got 1, 0.33 s/job
2026-01-04 12:19:04 (32592aa4-dab6-4858-9dd9-73d1aa7f7ac7): BOTORCH_MODULAR, best RESULT: -9217436.46706778, eval #1/1 start
2026-01-04 12:19:04 (32592aa4-dab6-4858-9dd9-73d1aa7f7ac7): BOTORCH_MODULAR, best RESULT: -9217436.46706778, starting new job
2026-01-04 12:19:04 (32592aa4-dab6-4858-9dd9-73d1aa7f7ac7): BOTORCH_MODULAR, best RESULT: -9217436.46706778, started new job
2026-01-04 12:19:13 (32592aa4-dab6-4858-9dd9-73d1aa7f7ac7): BOTORCH_MODULAR, best RESULT: -9217436.46706778, new result: RESULT: -31156368.767827
2026-01-04 12:19:14 (32592aa4-dab6-4858-9dd9-73d1aa7f7ac7): BOTORCH_MODULAR, best RESULT: -31156368.7678269, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1767529129,784.5625,27.1
