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
0,1761036151,2,0d66c035-b10c-4ee8-a1bc-9bba766d5e16,1761036153,1761036159,6,.tests/optimization_example_all_float --x=273.95999431610107421875 --y=923.22063446044921875 --z=524.8124599456787109375 --a=329.13362979888916015625,0,,runnervmnfq8z,0_0,COMPLETED,SOBOL,-12920524.18179390020668506622314453125,273.95999431610107421875,923.22063446044921875,524.8124599456787109375,329.13362979888916015625
1,1761036162,2,0d66c035-b10c-4ee8-a1bc-9bba766d5e16,1761036164,1761036170,6,.tests/optimization_example_all_float --x=-794.75918598473072052002 --y=-669.24818605184555053711 --z=-985.51856540143489837646 --a=-926.6805127263069152832,0,,runnervmnfq8z,1_0,COMPLETED,BOTORCH_MODULAR,-29418347.7900254987180233001708984375,-794.75918598473072052001953125,-669.248186051845550537109375,-985.51856540143489837646484375,-926.680512726306915283203125
========================================================================
Current git-hash: 66ac2725ecc1eb717e503e919d1181624d20068b (last fully tested stable version 7 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 08:42:29] 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: 5980a576-1e11-45fe-b83f-3a574277f5f2
_________________________________________________
/ \
| OmniOpt2 - Tuning like a pirate - arr, where be t |
| he optimal values? |
\ /
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\- --__/ ___/\ XXXXXX / ___--/=
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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=22 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 ┃
┡━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -794.7591859847307 │ -669.2481860518456 │ -985.5185654014349 │ -926.6805127263069 │ -29418347.7900255 │
└────────────────────┴────────────────────┴────────────────────┴────────────────────┴───────────────────┘
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 │ 0.024 │ 1 │ 0.024 │
│ 2 │ 0.279 │ 1 │ 0.279 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.151 │ │ │
│ Median │ 0.151 │ │ │
│ Total │ 0.302 │ │ │
│ Max │ 0.279 │ │ │
│ Min │ 0.024 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.095 │ 1 │ 0.095 │
│ 2 │ 0.062 │ 1 │ 0.062 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.078 │ │ │
│ Median │ 0.078 │ │ │
│ Total │ 0.157 │ │ │
│ Max │ 0.095 │ │ │
│ Min │ 0.062 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-21 08:42:31 (0d66c035-b10c-4ee8-a1bc-9bba766d5e16): SOBOL, Started OmniOpt2 run...
2025-10-21 08:42:31 (0d66c035-b10c-4ee8-a1bc-9bba766d5e16): SOBOL, getting new HP set (no sbatch)
2025-10-21 08:42:31 (0d66c035-b10c-4ee8-a1bc-9bba766d5e16): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-10-21 08:42:31 (0d66c035-b10c-4ee8-a1bc-9bba766d5e16): SOBOL, eval #1/1 start
2025-10-21 08:42:31 (0d66c035-b10c-4ee8-a1bc-9bba766d5e16): SOBOL, starting new job
2025-10-21 08:42:31 (0d66c035-b10c-4ee8-a1bc-9bba766d5e16): SOBOL, started new job
2025-10-21 08:42:40 (0d66c035-b10c-4ee8-a1bc-9bba766d5e16): SOBOL, new result: -12920524.1817939
2025-10-21 08:42:42 (0d66c035-b10c-4ee8-a1bc-9bba766d5e16): SOBOL, best RESULT: -12920524.1817939, finishing jobs, finished 1 job
2025-10-21 08:42:42 (0d66c035-b10c-4ee8-a1bc-9bba766d5e16): SOBOL, best RESULT: -12920524.1817939, getting new HP set (no sbatch)
2025-10-21 08:42:42 (0d66c035-b10c-4ee8-a1bc-9bba766d5e16): SOBOL, best RESULT: -12920524.1817939, requested 1 jobs, got 1, 0.28 s/job
2025-10-21 08:42:42 (0d66c035-b10c-4ee8-a1bc-9bba766d5e16): SOBOL, best RESULT: -12920524.1817939, eval #1/1 start
2025-10-21 08:42:42 (0d66c035-b10c-4ee8-a1bc-9bba766d5e16): SOBOL, best RESULT: -12920524.1817939, starting new job
2025-10-21 08:42:42 (0d66c035-b10c-4ee8-a1bc-9bba766d5e16): SOBOL, best RESULT: -12920524.1817939, started new job
2025-10-21 08:42:51 (0d66c035-b10c-4ee8-a1bc-9bba766d5e16): SOBOL, best RESULT: -12920524.1817939, new result: -29418347.7900255
2025-10-21 08:42:53 (0d66c035-b10c-4ee8-a1bc-9bba766d5e16): SOBOL, best RESULT: -29418347.7900255, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761036151,754.19921875,24.5
