Datasets:

Juunuary
/

fly-language-study-main-runs

run_id stringlengths 21 28	seed int64 30k 30.1k	mode stringclasses 3 values	order stringclasses 9 values	condition stringclasses 10 values	stop_reason stringclasses 2 values	seen int64 108k 900k	cap int64 200k 900k	first_global int64 108k 886k ⌀	restricted_cost int64 108k 900k	gpu_hours float64 0.01 0.46	elapsed_seconds float64 86.4 1.67k	device stringclasses 2 values	in_analysis_prefix bool 2 classes	code_hash stringclasses 1 value	protocol_hash stringclasses 1 value	dataset_hash stringclasses 1 value
main-real-30001-mixed	30,001	mixed	en-de-ko	mixed	mastered	706,560	900,000	706,560	706,560	0.187471	671.184536	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30001-mono-de	30,001	mono	de	mono-de	administrative_cap	200,000	200,000	null	200,000	0.041581	143.348246	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30001-mono-en	30,001	mono	en	mono-en	administrative_cap	200,000	200,000	null	200,000	0.044459	153.768867	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30001-mono-ko	30,001	mono	ko	mono-ko	mastered	163,840	200,000	163,840	163,840	0.039985	140.162411	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30001-seq-de-en-ko	30,001	sequential	de-en-ko	seq-de-en-ko	mastered	609,280	900,000	609,280	609,280	0.157996	564.918695	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30001-seq-de-ko-en	30,001	sequential	de-ko-en	seq-de-ko-en	mastered	435,200	900,000	435,200	435,200	0.109353	389.984439	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30001-seq-en-de-ko	30,001	sequential	en-de-ko	seq-en-de-ko	mastered	373,760	900,000	373,760	373,760	0.099591	354.781955	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30001-seq-en-ko-de	30,001	sequential	en-ko-de	seq-en-ko-de	mastered	373,760	900,000	373,760	373,760	0.234558	840.670721	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30001-seq-ko-de-en	30,001	sequential	ko-de-en	seq-ko-de-en	mastered	281,600	900,000	281,600	281,600	0.071755	254.604631	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30001-seq-ko-en-de	30,001	sequential	ko-en-de	seq-ko-en-de	mastered	291,840	900,000	291,840	291,840	0.200532	718.201707	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30002-mixed	30,002	mixed	en-de-ko	mixed	mastered	691,200	900,000	691,200	691,200	0.184569	660.684814	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30002-mono-de	30,002	mono	de	mono-de	administrative_cap	200,000	200,000	null	200,000	0.043485	152.874991	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30002-mono-en	30,002	mono	en	mono-en	mastered	200,000	200,000	200,000	200,000	0.043732	153.709707	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30002-mono-ko	30,002	mono	ko	mono-ko	mastered	199,680	200,000	199,680	199,680	0.036123	126.440847	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30002-seq-de-en-ko	30,002	sequential	de-en-ko	seq-de-en-ko	mastered	578,560	900,000	578,560	578,560	0.146409	523.417187	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30002-seq-de-ko-en	30,002	sequential	de-ko-en	seq-de-ko-en	mastered	506,880	900,000	506,880	506,880	0.128719	459.759109	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30002-seq-en-de-ko	30,002	sequential	en-de-ko	seq-en-de-ko	mastered	394,240	900,000	394,240	394,240	0.103397	368.526855	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30002-seq-en-ko-de	30,002	sequential	en-ko-de	seq-en-ko-de	mastered	481,280	900,000	481,280	481,280	0.306858	1,100.983066	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30002-seq-ko-de-en	30,002	sequential	ko-de-en	seq-ko-de-en	mastered	327,680	900,000	327,680	327,680	0.082555	293.484264	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30002-seq-ko-en-de	30,002	sequential	ko-en-de	seq-ko-en-de	mastered	322,560	900,000	322,560	322,560	0.219207	785.41453	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30003-mixed	30,003	mixed	en-de-ko	mixed	mastered	465,920	900,000	465,920	465,920	0.126909	453.144286	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30003-mono-de	30,003	mono	de	mono-de	administrative_cap	200,000	200,000	null	200,000	0.051777	182.683182	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30003-mono-en	30,003	mono	en	mono-en	mastered	174,080	200,000	174,080	174,080	0.038968	136.560975	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30003-mono-ko	30,003	mono	ko	mono-ko	mastered	158,720	200,000	158,720	158,720	0.030053	104.474026	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30003-seq-de-en-ko	30,003	sequential	de-en-ko	seq-de-en-ko	mastered	527,360	900,000	527,360	527,360	0.134315	479.859621	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30003-seq-de-ko-en	30,003	sequential	de-ko-en	seq-de-ko-en	mastered	476,160	900,000	476,160	476,160	0.318645	1,143.386515	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30003-seq-en-de-ko	30,003	sequential	en-de-ko	seq-en-de-ko	mastered	337,920	900,000	337,920	337,920	0.232314	832.597961	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30003-seq-en-ko-de	30,003	sequential	en-ko-de	seq-en-ko-de	mastered	373,760	900,000	373,760	373,760	0.098085	349.385024	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30003-seq-ko-de-en	30,003	sequential	ko-de-en	seq-ko-de-en	mastered	245,760	900,000	245,760	245,760	0.063087	223.386637	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30003-seq-ko-en-de	30,003	sequential	ko-en-de	seq-ko-en-de	mastered	240,640	900,000	240,640	240,640	0.062012	219.526361	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30004-mixed	30,004	mixed	en-de-ko	mixed	mastered	491,520	900,000	491,520	491,520	0.133367	476.400769	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30004-mono-de	30,004	mono	de	mono-de	administrative_cap	200,000	200,000	null	200,000	0.068598	243.208494	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30004-mono-en	30,004	mono	en	mono-en	administrative_cap	200,000	200,000	null	200,000	0.044007	154.701198	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30004-mono-ko	30,004	mono	ko	mono-ko	administrative_cap	200,000	200,000	null	200,000	0.036917	129.175721	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30004-seq-de-en-ko	30,004	sequential	de-en-ko	seq-de-en-ko	mastered	373,760	900,000	373,760	373,760	0.096029	342.060523	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30004-seq-de-ko-en	30,004	sequential	de-ko-en	seq-de-ko-en	mastered	327,680	900,000	327,680	327,680	0.084356	300.009886	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30004-seq-en-de-ko	30,004	sequential	en-de-ko	seq-en-de-ko	mastered	368,640	900,000	368,640	368,640	0.267238	958.271565	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30004-seq-en-ko-de	30,004	sequential	en-ko-de	seq-en-ko-de	mastered	394,240	900,000	394,240	394,240	0.103241	367.95175	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30004-seq-ko-de-en	30,004	sequential	ko-de-en	seq-ko-de-en	mastered	527,360	900,000	527,360	527,360	0.131449	469.537179	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30004-seq-ko-en-de	30,004	sequential	ko-en-de	seq-ko-en-de	mastered	532,480	900,000	532,480	532,480	0.360591	1,294.329611	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30005-mixed	30,005	mixed	en-de-ko	mixed	mastered	691,200	900,000	691,200	691,200	0.185016	662.353761	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30005-mono-de	30,005	mono	de	mono-de	administrative_cap	200,000	200,000	null	200,000	0.066555	235.881745	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30005-mono-en	30,005	mono	en	mono-en	administrative_cap	200,000	200,000	null	200,000	0.044004	154.753663	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30005-mono-ko	30,005	mono	ko	mono-ko	mastered	128,000	200,000	128,000	128,000	0.025415	87.740717	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30005-seq-de-en-ko	30,005	sequential	de-en-ko	seq-de-en-ko	mastered	752,640	900,000	752,640	752,640	0.189442	678.246722	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30005-seq-de-ko-en	30,005	sequential	de-ko-en	seq-de-ko-en	mastered	522,240	900,000	522,240	522,240	0.133456	476.738092	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30005-seq-en-de-ko	30,005	sequential	en-de-ko	seq-en-de-ko	mastered	619,520	900,000	619,520	619,520	0.442289	1,588.459917	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30005-seq-en-ko-de	30,005	sequential	en-ko-de	seq-en-ko-de	mastered	445,440	900,000	445,440	445,440	0.115496	412.061743	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30005-seq-ko-de-en	30,005	sequential	ko-de-en	seq-ko-de-en	mastered	363,520	900,000	363,520	363,520	0.092991	331.089287	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30005-seq-ko-en-de	30,005	sequential	ko-en-de	seq-ko-en-de	mastered	327,680	900,000	327,680	327,680	0.236967	849.442444	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30006-mixed	30,006	mixed	en-de-ko	mixed	mastered	394,240	900,000	394,240	394,240	0.108686	387.530785	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30006-mono-de	30,006	mono	de	mono-de	administrative_cap	200,000	200,000	null	200,000	0.062438	220.995315	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30006-mono-en	30,006	mono	en	mono-en	mastered	107,520	200,000	107,520	107,520	0.026122	90.290744	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30006-mono-ko	30,006	mono	ko	mono-ko	mastered	128,000	200,000	128,000	128,000	0.025383	87.697146	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30006-seq-de-en-ko	30,006	sequential	de-en-ko	seq-de-en-ko	mastered	471,040	900,000	471,040	471,040	0.119944	428.081907	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30006-seq-de-ko-en	30,006	sequential	de-ko-en	seq-de-ko-en	mastered	512,000	900,000	512,000	512,000	0.128582	459.150494	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30006-seq-en-de-ko	30,006	sequential	en-de-ko	seq-en-de-ko	mastered	256,000	900,000	256,000	256,000	0.069411	246.086701	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30006-seq-en-ko-de	30,006	sequential	en-ko-de	seq-en-ko-de	mastered	322,560	900,000	322,560	322,560	0.232886	834.632258	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30006-seq-ko-de-en	30,006	sequential	ko-de-en	seq-ko-de-en	mastered	256,000	900,000	256,000	256,000	0.066788	236.721088	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30006-seq-ko-en-de	30,006	sequential	ko-en-de	seq-ko-en-de	mastered	281,600	900,000	281,600	281,600	0.205834	737.134005	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30007-mixed	30,007	mixed	en-de-ko	mixed	mastered	404,480	900,000	404,480	404,480	0.111077	396.13047	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30007-mono-de	30,007	mono	de	mono-de	administrative_cap	200,000	200,000	null	200,000	0.064374	227.981691	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30007-mono-en	30,007	mono	en	mono-en	mastered	179,200	200,000	179,200	179,200	0.040144	140.844061	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30007-mono-ko	30,007	mono	ko	mono-ko	mastered	194,560	200,000	194,560	194,560	0.035937	125.658586	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30007-seq-de-en-ko	30,007	sequential	de-en-ko	seq-de-en-ko	mastered	414,720	900,000	414,720	414,720	0.107719	384.018333	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30007-seq-de-ko-en	30,007	sequential	de-ko-en	seq-de-ko-en	mastered	394,240	900,000	394,240	394,240	0.099495	354.459191	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30007-seq-en-de-ko	30,007	sequential	en-de-ko	seq-en-de-ko	mastered	424,960	900,000	424,960	424,960	0.313344	1,124.156147	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30007-seq-en-ko-de	30,007	sequential	en-ko-de	seq-en-ko-de	mastered	614,400	900,000	614,400	614,400	0.157299	562.573682	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30007-seq-ko-de-en	30,007	sequential	ko-de-en	seq-ko-de-en	mastered	378,880	900,000	378,880	378,880	0.094977	338.207123	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30007-seq-ko-en-de	30,007	sequential	ko-en-de	seq-ko-en-de	mastered	358,400	900,000	358,400	358,400	0.258021	925.095562	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30008-mixed	30,008	mixed	en-de-ko	mixed	mastered	583,680	900,000	583,680	583,680	0.264689	949.188803	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30008-mono-de	30,008	mono	de	mono-de	administrative_cap	200,000	200,000	null	200,000	0.082551	293.477252	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30008-mono-en	30,008	mono	en	mono-en	administrative_cap	200,000	200,000	null	200,000	0.044248	155.573173	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30008-mono-ko	30,008	mono	ko	mono-ko	administrative_cap	200,000	200,000	null	200,000	0.036896	129.04922	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30008-seq-de-en-ko	30,008	sequential	de-en-ko	seq-de-en-ko	mastered	384,000	900,000	384,000	384,000	0.098641	351.37267	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30008-seq-de-ko-en	30,008	sequential	de-ko-en	seq-de-ko-en	mastered	435,200	900,000	435,200	435,200	0.109222	389.498909	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30008-seq-en-de-ko	30,008	sequential	en-de-ko	seq-en-de-ko	mastered	696,320	900,000	696,320	696,320	0.174961	626.134005	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30008-seq-en-ko-de	30,008	sequential	en-ko-de	seq-en-ko-de	mastered	640,000	900,000	640,000	640,000	0.464918	1,669.961688	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30008-seq-ko-de-en	30,008	sequential	ko-de-en	seq-ko-de-en	mastered	296,960	900,000	296,960	296,960	0.074923	265.945148	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30008-seq-ko-en-de	30,008	sequential	ko-en-de	seq-ko-en-de	mastered	291,840	900,000	291,840	291,840	0.073553	261.00155	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30009-mixed	30,009	mixed	en-de-ko	mixed	mastered	885,760	900,000	885,760	885,760	0.232829	834.43509	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30009-mono-de	30,009	mono	de	mono-de	administrative_cap	200,000	200,000	null	200,000	0.063799	226.01186	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30009-mono-en	30,009	mono	en	mono-en	administrative_cap	200,000	200,000	null	200,000	0.044081	155.012784	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30009-mono-ko	30,009	mono	ko	mono-ko	administrative_cap	200,000	200,000	null	200,000	0.036942	129.279768	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30009-seq-de-en-ko	30,009	sequential	de-en-ko	seq-de-en-ko	mastered	670,720	900,000	670,720	670,720	0.169932	608.003841	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30009-seq-de-ko-en	30,009	sequential	de-ko-en	seq-de-ko-en	mastered	563,200	900,000	563,200	563,200	0.139485	498.274205	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30009-seq-en-de-ko	30,009	sequential	en-de-ko	seq-en-de-ko	mastered	368,640	900,000	368,640	368,640	0.260563	934.273075	cuda:1	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30009-seq-en-ko-de	30,009	sequential	en-ko-de	seq-en-ko-de	mastered	378,880	900,000	378,880	378,880	0.099924	355.999221	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30009-seq-ko-de-en	30,009	sequential	ko-de-en	seq-ko-de-en	mastered	327,680	900,000	327,680	327,680	0.082839	294.478043	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30009-seq-ko-en-de	30,009	sequential	ko-en-de	seq-ko-en-de	mastered	404,480	900,000	404,480	404,480	0.101852	362.904708	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30010-mixed	30,010	mixed	en-de-ko	mixed	mastered	675,840	900,000	675,840	675,840	0.180381	645.407842	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30010-mono-de	30,010	mono	de	mono-de	administrative_cap	200,000	200,000	null	200,000	0.039934	140.037567	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30010-mono-en	30,010	mono	en	mono-en	mastered	148,480	200,000	148,480	148,480	0.033662	117.418679	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30010-mono-ko	30,010	mono	ko	mono-ko	mastered	184,320	200,000	184,320	184,320	0.033849	118.033454	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30010-seq-de-en-ko	30,010	sequential	de-en-ko	seq-de-en-ko	mastered	435,200	900,000	435,200	435,200	0.111851	398.883589	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30010-seq-de-ko-en	30,010	sequential	de-ko-en	seq-de-ko-en	mastered	460,800	900,000	460,800	460,800	0.115329	411.424312	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30010-seq-en-de-ko	30,010	sequential	en-de-ko	seq-en-de-ko	mastered	353,280	900,000	353,280	353,280	0.09213	327.94748	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30010-seq-en-ko-de	30,010	sequential	en-ko-de	seq-en-ko-de	mastered	358,400	900,000	358,400	358,400	0.09297	330.963978	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30010-seq-ko-de-en	30,010	sequential	ko-de-en	seq-ko-de-en	mastered	363,520	900,000	363,520	363,520	0.090992	323.609023	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9
main-real-30010-seq-ko-en-de	30,010	sequential	ko-en-de	seq-ko-en-de	mastered	343,040	900,000	343,040	343,040	0.08672	308.389871	cuda:0	true	232041e79d4a08d75a1a18cf13d1f38647cb683af1b010fc3faa09dffc9d81c8	1f89fdd4b9f1065c195e22379dbad8bd54203a66bdc5709bd9119ff372f81229	47368f15d5496aa14ba0d972ae716ecd348048cbba2de83da04029dcdf1afae9

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Fly Language Study Main Runs (protocol v5.1)

Complete run records of the pre-registered main study of fly-language-study: 753 training runs of a recurrent classifier whose fixed wiring is a fly central-brain connectome (5,000 neurons, 524,324 connections, connection strengths learned), trained on the companion Fly Language Study Items benchmark under ten conditions per seed: monolingual EN/DE/KO (cap 200,000 examples), six sequential language orders (stage cap 200,000 per language, then 1:1:1 review, total cap 900,000) and a 1:1:1 mixed baseline. Every table and figure of the results report can be regenerated from this dataset on a CPU.

Inventory

item	count
planned runs (launch manifest, seeds 30001–30080 × 10 conditions)	800
completed runs with a terminal state (mastered or administrative cap)	753
runs in the analysis set (complete seed blocks 30001–30075)	750
completed runs outside the analysis set (block 30076, monolingual only)	3
runs never started (operator-scheduled stop 2026-09-23T00:00Z)	47
technical failures (all recorded and recovered; no block excluded)	6
GPU hours, completed runs / failed attempts	68.39 / 0.43

The study ended at 753/800 by the operator's decision after a scheduled stop unrelated to outcomes; no contrast had been read before that decision. The analysis uses one declared rule: the longest prefix of the pre-registered seed order whose ten-condition blocks are all complete (75 blocks). This deviation from the pre-registered N=80 is documented in docs/MAIN_STUDY_RESULTS_V5.1.md §3 and docs/MAIN_STUDY_PLAN_V5.md §10.

Headline results (N=75 seeds, pre-registered contrasts)

contrast	difference (examples)	Holm p	97.5% simultaneous CI
Korean last − Korean first	+112,230	2.7e-17	[89,304, 135,157]
EN/DE adjacent − separated	−39,151	4.6e-8	[−53,853, −24,449]

Restricted mean cost to three-language mastery: Korean-first orders ≈325k examples, English-first 411–415k, German-first 427–465k, mixed 576k. Conclusions are conditional on these items, this input representation, this model and this training policy; no claim about universal language difficulty or about fly-specific wiring effects is made (no control graph was run).

Layout

README.md
runs.jsonl                     one row per completed run (see columns below)
runs/<run_id>/                 summary.json, metadata.json, events.jsonl, independent-test.json,
                               terminal-auxiliary.json, attempt-*.json
console-logs/                  console logs of the six retried runs
failed-attempts/<run>-attemptN/ attempt/failure records, kernel Xid notes, preserved run folders (no checkpoints)
manifest/                      launch-manifest-v5.1-N80.json (800 runs, frozen hashes), protocol config, retry mappings
design/                        sample-size simulation grids (5,000- and 50,000-repetition FWER tables), design decisions,
                               FWER amendment and scenario-correspondence records
ledger/                        GPU-hour ledger (every reservation, charge and status), operator stop marker
analysis/                      analysis.json (all numbers of the results report) and five aggregate figures
docs/                          results report, plan and execution log, protocol v5, extended design, FWER amendment
MANIFEST.sha256                sha256 of every file above

Checkpoints are not included. The terminal checkpoints (primary.pt, 22 MB each) embed the full connectome edge list, whose upstream redistribution terms have not been confirmed; they are available from the author on request.

`runs.jsonl` columns

column	meaning
`run_id`, `seed`, `mode`, `order`, `condition`	identity; `condition` ∈ `mono-en`, `mono-de`, `mono-ko`, `seq-<order>`, `mixed`
`stop_reason`	`mastered` (all twelve cells ≥ 0.8 on two consecutive scheduled panels) or `administrative_cap`
`seen`	training examples consumed at termination
`cap`	200,000 (monolingual) or 900,000 (sequential, mixed)
`first_global`	examples at confirmed mastery of all trained cells; `null` if never confirmed
`restricted_cost`	`first_global`, or `cap` when censored (the pre-registered outcome)
`gpu_hours`, `elapsed_seconds`, `device`	actual cost and device of the successful attempt
`in_analysis_prefix`	true for seeds 30001–30075
`code_hash`, `protocol_hash`, `dataset_hash`	frozen hashes (identical across all 753 runs)

Per-run files

summary.json: everything in runs.jsonl plus first_language and first_task (examples at confirmed mastery per language / per cell), stages (sequential: language, start, end, exposures, reason mastered or stage_cap), review_start, language_exposures, counters, clocks_seconds, all frozen hashes and review provenance.
events.jsonl: one JSON object per line. kind: "train" rows every 256 examples (loss, gradient norm, tokens); kind: "scheduled" rows every 5,120 examples with panel (dev_a/dev_b), scores ({cell: [correct, 1000]} for the twelve language/task cells), strata, stage, confirmed and the first-mastery bookkeeping. These rows are the source of the forgetting and recovery curves.
independent-test.json: held-out test split scored once on the terminal checkpoint (checkpoint_hash), with per-cell scores, strata, and auxiliary_scores for the outer-frame rendering.
terminal-auxiliary.json: outer-frame dev_a/dev_b scores of the terminal checkpoint (used_for_mastery: false).
metadata.json: device, backend, environment and paths recorded at launch.
attempt-*.json: ledger attempt record (reservation id, status, GPU hours).

Regenerating the analysis

The GitHub repository's scripts/analyze_main_truncated.py reads exactly this layout:

python scripts/analyze_main_truncated.py --runs <bundle>/runs --manifest <bundle>/manifest/launch-manifest-v5.1-N80.json \
  --ledger <bundle>/ledger/gpu-ledger.json --failed <bundle>/failed-attempts \
  --design <bundle>/design/design-extended-v5.1-N2.json --stop-marker <bundle>/ledger/main-v5.1-campaign.stopped-by-operator \
  --output <somewhere-new>

It reproduces analysis/analysis.json (the bootstrap uses a fixed seed) and the figures.

Limits

75 of the pre-registered 80 seed blocks; power and family-wise error guarantees are those of the frozen design table at N=70–80 (power lower bound 0.887–0.929, FWER upper bound ≈0.054), not recomputed for N=75.
Stimuli certified by a Claude-only review, no native speakers (see the items dataset card).
One hardware history: GPU 1 failed twice; 725 runs ran on cuda:0, 28 on cuda:1.
No shuffled-graph or alternative-tokenizer control was run.

License and citation

June woo Kang. Fly Language Study: pre-registered measurement of language-order effects in a
connectome-constrained recurrent classifier. 2026. https://github.com/Juunary/fly-language-study

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