OmniOpt2

Statistics

Unique users: 26

Total jobs: 9837

Failed jobs: 3593 (36.53%)

Successful jobs: 6244

Average runtime: 01:11:19

Median runtime: 00:00:13

Max runtime: 13:50:42

Min runtime: 00:00:00

Average success runtime: 00:27:11

Median success runtime: 00:00:02

Average failed runtime: 02:28:00

Median failed runtime: 00:02:14

Exit-Code distribution

Runs

Runtimes

Runtime vs. exit code

Exit-Code piechart

Average runtime

Runtime box plot

Top users

Statistics

Unique users: 1

Total jobs: 470960

Failed jobs: 110817 (23.53%)

Successful jobs: 360143

Average runtime: 00:00:49

Median runtime: 00:00:34

Max runtime: 02:24:08

Min runtime: 00:00:00

Average success runtime: 00:00:55

Median success runtime: 00:00:39

Average failed runtime: 00:00:26

Median failed runtime: 00:00:08

Exit-Code distribution

Runs

Runtimes

Runtime vs. exit code

Exit-Code piechart

Average runtime

Runtime box plot

Top users

Statistics

Unique users: 1

Total jobs: 6696

Failed jobs: 2193 (32.75%)

Successful jobs: 4503

Average runtime: 00:07:39

Median runtime: 00:01:55

Max runtime: 13:05:32

Min runtime: 00:00:01

Average success runtime: 00:06:00

Median success runtime: 00:02:07

Average failed runtime: 00:11:02

Median failed runtime: 00:00:56

Exit-Code distribution

Runs

Runtimes

Runtime vs. exit code

Exit-Code piechart

Average runtime

Runtime box plot

Top users

Exit-Codes

Exit Code Information

Exit Code	Error Group Description
0	Seems to have worked properly
1	There was an error regarding the python-syntax. Is your python-version too old? If you are on a slurm-system, this may mean that the job cannot be started, this can happen when you need a GPU but have not set one, or your home is full. Or you are on a cluster that needs jobs to allocate GPUs, but you have not allocated a GPU. Check stdout. May also happen when the job was cancelled due to CTRL-c, or when your virtual environment is outdated. Try deleting it, especially when you are running on a tested version. It usually is in ~/.omniax_... It may also be that your home is full and you tried to run an sbatch job.
2	Wrong CLI arguments
3	Invalid exit code detected
4	Failed loading modules
5	Errors regarding json-, toml- or yaml-config files
6	Error creating logs dir
7	Probably versioning error. Try removing virtualenv and try again
8	Probably something went wrong trying to plot sixel graphics
9	Probably something went wrong trying to use or define submitit_executor
10	Usually only returned by dier (for debugging)
11	Required program not found (check logs)
12	Error with pip, check logs
13	Run folder already exists
14	Error installing OmniOpt2 via install_omniax.sh
15	Unimplemented error
17	Cancelled loading modules
18	test_wronggoing_stuff program not found (only --tests)
19	Something was wrong with your parameters. See output for details
20	Something went wrong installing the required modules
21	requirements.txt or test_requirements.txt not found
22	Python header-files not found
23	Loading of Environment failed
24	Error calculating pareto-front post job. Check stdout for details.
31	Basic modules could not be loaded or you cancelled loading them
32	Error regarding the --signed_weighted_euclidean_weights parameter. Check output for details
33	Unknown data type for EXTERNAL_GENERATOR
34	Died because of DIE_AFTER_THIS_NR_OF_DONE_JOBS, see environment variables help page for more details
44	Continuation of previous job failed
45	Could not create log dir
47	Missing checkpoint or defective file or state files (check output)
48	Error regarding raw samples and num_parallel_jobs
49	Something went wrong while creating the experiment
50	Something went wrong with the --result_names option (check output)
56	Trying to use a custom model like RANDOMFOREST in generation strategy. You must use the default models for your custom generation strategy.
57	Something went wrong with the --run_program_once parameter.
87	Search space exhausted or search was cancelled
88	Search was done according to ax
89	All jobs failed
90	Error creating the experiment_args
91	Problems with lower and upper bounds
92	Error loading torch: This can happen when your disk is full
93	Failed loading module. See output for specific errors.
94	Error trying to get experiment.optimization_config.metric_names
95	experiment_parameters was not defined where it should have been
96	Error while joining new generation worker
97	Error in gs_gen
99	It seems like the run folder was deleted during the run
100	--mem_gb or --gpus, which must be int, has received a value that is not int
101	Error using ax_client: it was not defined where it should have been
102	Invalid parameter constraints
103	--time is not in minutes or HH:MM format
104	One of the parameters --mem_gb, --time, --run_program, --max_eval, --generation_strategy, --continue_previous_job or --experiment_name is missing
105	Continued job error: previous job has missing state files
106	--num_parallel_jobs must be equal to or larger than 1
107	global_gs is not set
108	Tried to to Multi-Objective-Optimization with TPE, which is currently not supported
110	Failed to get LOG_PATH
111	Generation of global_gs failed
123	Something is wrong the the --generation_strategy
130	Interrupt-Signal detected
133	Error loading --config_toml, --config_json or --config_yaml
137	OOM-Killer on Slurm-Systems
138	USR-Signal detected
143	Job was cancelled (SIGTERM)
144	Error with Slurm-Config. See Stdout.
146	CONT-Signal detected
181	Error parsing --parameter. Check output for more details
188	Error while waiting for Experiment-State
191	Could not create workdir
193	Error in printing logs. You may be on a read only file system or your hard disk is full
199	This happens on unstable file systems when trying to write a file
203	Unsupported --model
204	External Generator: Missing --external_generator path.
206	Invalid orchestrator file
210	Unknown orchestrator mode
211	Git checkout failed (--checkout_to_latest_tested_version)
221	The test DEBUG_PARAM_EVAL has failed
222	The test DEBUG_PARAM_EVAL was successful
233	No random steps set
234	Error at completing a trial, this is probably a bug with the trial-index-generation, or re-doing jobs with the orchestrator.
235	Fail because the difference of range parameters (that is, the lower and upper bound) was too large
242	Error at fetching new trials
243	Job was not found in squeue anymore, it may got cancelled before it ran
244	get_executor() failed. See logs for more details.
245	python3 is not installed
246	A path that should have been a file is actually a folder. Check output for more details.
247	OPTUNA multi-objective model requires at least 2 result names, or a state file path was a directory instead of a file. See stdout for more details.
251	Currently unsupported feature used. Please check stdout for more details
255	sbatch error