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
0,1763021747,2,f51cb453-7ba8-4090-b4fa-d1e20b2dbc14,1763021749,1763021755,6,.tests/optimization_example_all_float --x=895.648479461669921875 --y=-915.81977903842926025391 --z=806.08570575714111328125 --a=586.11238002777099609375,0,,runnervmfg25i,0_0,COMPLETED,SOBOL,-26200769.2393889985978603363037109375,895.648479461669921875,-915.81977903842926025390625,806.08570575714111328125,586.11238002777099609375
1,1763021759,2,f51cb453-7ba8-4090-b4fa-d1e20b2dbc14,1763021761,1763021767,6,.tests/optimization_example_all_float --x=-993.34938451647758483887 --y=991.16659909486770629883 --z=-893.81401240825653076172 --a=-338.31252157688140869141,0,,runnervmfg25i,1_0,COMPLETED,BOTORCH_MODULAR,-28958783.7538830004632472991943359375,-993.3493845164775848388671875,991.166599094867706298828125,-893.81401240825653076171875,-338.31252157688140869140625
========================================================================
Current git-hash: 91fbcf2592bafca205c776a3bb503b30557d1f5d (last fully tested stable version 1 commit ago [5138dac9699446835928527562b5e2b197c923f4, 9082])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-13 08:15:43] 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: 831607ad-c79d-44a7-be93-f985a45fdd3c
_____ _ _____ ______
/ ___ \ (_)/ ___ \ _ (_____ \
| | | |____ ____ _| | | |____ | |_ ____) )
| | | | \| _ \| | | | | _ \| _) /_____/
| |___| | | | | | | | | |___| | | | | |__ _______
\_____/|_|_|_|_| |_|_|\_____/| ||_/ \___|_______)
|_|
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=206 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 ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ -993.3493845164776 │ 991.1665990948677 │ -893.8140124082565 │ -338.3125215768814 │ -28958783.753883 │
└────────────────────┴───────────────────┴────────────────────┴────────────────────┴──────────────────┘
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 │ 0.010 │ 1 │ 0.010 │
│ 2 │ 0.354 │ 1 │ 0.354 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.182 │ │ │
│ Median │ 0.182 │ │ │
│ Total │ 0.364 │ │ │
│ Max │ 0.354 │ │ │
│ Min │ 0.010 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.110 │ 1 │ 0.110 │
│ 2 │ 0.073 │ 1 │ 0.073 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.092 │ │ │
│ Median │ 0.092 │ │ │
│ Total │ 0.183 │ │ │
│ Max │ 0.110 │ │ │
│ Min │ 0.073 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-11-13 08:15:47 (f51cb453-7ba8-4090-b4fa-d1e20b2dbc14): SOBOL, Started OmniOpt2 run...
2025-11-13 08:15:47 (f51cb453-7ba8-4090-b4fa-d1e20b2dbc14): SOBOL, getting new HP set (no sbatch)
2025-11-13 08:15:47 (f51cb453-7ba8-4090-b4fa-d1e20b2dbc14): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-13 08:15:47 (f51cb453-7ba8-4090-b4fa-d1e20b2dbc14): SOBOL, eval #1/1 start
2025-11-13 08:15:47 (f51cb453-7ba8-4090-b4fa-d1e20b2dbc14): SOBOL, starting new job
2025-11-13 08:15:48 (f51cb453-7ba8-4090-b4fa-d1e20b2dbc14): SOBOL, started new job
2025-11-13 08:15:57 (f51cb453-7ba8-4090-b4fa-d1e20b2dbc14): SOBOL, new result: RESULT: -26200769.239389
2025-11-13 08:15:59 (f51cb453-7ba8-4090-b4fa-d1e20b2dbc14): SOBOL, best RESULT: -26200769.239389, finishing jobs, finished 1 job
2025-11-13 08:15:59 (f51cb453-7ba8-4090-b4fa-d1e20b2dbc14): BOTORCH_MODULAR, best RESULT: -26200769.239389, getting new HP set (no sbatch)
2025-11-13 08:15:59 (f51cb453-7ba8-4090-b4fa-d1e20b2dbc14): BOTORCH_MODULAR, best RESULT: -26200769.239389, requested 1 jobs, got 1, 0.35 s/job
2025-11-13 08:15:59 (f51cb453-7ba8-4090-b4fa-d1e20b2dbc14): BOTORCH_MODULAR, best RESULT: -26200769.239389, eval #1/1 start
2025-11-13 08:15:59 (f51cb453-7ba8-4090-b4fa-d1e20b2dbc14): BOTORCH_MODULAR, best RESULT: -26200769.239389, starting new job
2025-11-13 08:15:59 (f51cb453-7ba8-4090-b4fa-d1e20b2dbc14): BOTORCH_MODULAR, best RESULT: -26200769.239389, started new job
2025-11-13 08:16:08 (f51cb453-7ba8-4090-b4fa-d1e20b2dbc14): BOTORCH_MODULAR, best RESULT: -26200769.239389, new result: RESULT: -28958783.753883
2025-11-13 08:16:10 (f51cb453-7ba8-4090-b4fa-d1e20b2dbc14): BOTORCH_MODULAR, best RESULT: -28958783.753883, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1763021744,749.94140625,28.8
