CL/fig_cl/cl_convergence_maml2.csv at main

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T

Ki-Ho Lee 248e637f55 Code and stored results for the IEEE Communications Letters submission

Semantic Multiplexing Gain in Wireless Systems via Expanded Embeddings:
A BERT Case Study. Includes the shared library, all experiment scripts
(training with and without SNR-aware MAML, the token-domain comparison,
the K sweep, and DistilBERT), the replot script that regenerates every
figure from the stored results, the supplementary probe-versus-cosine
analysis, and the raw results behind every figure in the letter.

2026-08-26 22:02:59 +09:00

43 KiB

Executable File

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1	config	epoch	loss	cos10_test
2	mamlK_U4_K1	1	0.3395769918461641	0.5970553267002106
3	mamlK_U4_K1	2	0.21661824176708858	0.663407347202301
4	mamlK_U4_K1	3	0.19135330920418103	0.6789607079327107
5	mamlK_U4_K1	4	0.1688267623881499	0.7170000022649765
6	mamlK_U4_K1	5	0.1635581833620866	0.7278023535013198
7	mamlK_U4_K1	6	0.15552770368754865	0.7321064358949662
8	mamlK_U4_K1	7	0.14887250925103823	0.6956483569741249
9	mamlK_U4_K1	8	0.14149590991437436	0.7095583683252334
10	mamlK_U4_K1	9	0.13910339325666427	0.7492142748832703
11	mamlK_U4_K1	10	0.1388827312240998	0.7676383137702942
12	mamlK_U4_K1	11	0.13788577896853288	0.7622184693813324
13	mamlK_U4_K1	12	0.13349383287131786	0.7443693269789219
14	mamlK_U4_K1	13	0.1310288365681966	0.7836207801103592
15	mamlK_U4_K1	14	0.12814960218966007	0.7553350067138672
16	mamlK_U4_K1	15	0.12337705274422964	0.7800710442662239
17	mamlK_U4_K1	16	0.1274088058869044	0.7629242312908172
18	mamlK_U4_K1	17	0.12006955457230409	0.7605716925859451
19	mamlK_U4_K1	18	0.12000012544294199	0.7955571794509888
20	mamlK_U4_K1	19	0.12327828153967857	0.7970682632923126
21	mamlK_U4_K1	20	0.1210594833890597	0.7731149177253246
22	mamlK_U4_K1	21	0.12155996484061082	0.756924899816513
23	mamlK_U4_K1	22	0.12020212426781654	0.7779450225830078
24	mamlK_U4_K1	23	0.11663664345939954	0.8017365336418152
25	mamlK_U4_K1	24	0.11489173091948032	0.7824297499656677
26	mamlK_U4_K1	25	0.11486184932291507	0.794362416267395
27	mamlK_U4_K1	26	0.1178030712902546	0.8119315755367279
28	mamlK_U4_K1	27	0.11580229875942072	0.797225725799799
29	mamlK_U4_K1	28	0.10796747016410033	0.8044077944755554
30	mamlK_U4_K1	29	0.11533101240793864	0.7961653138697148
31	mamlK_U4_K1	30	0.11183028814693292	0.7978107976913452
32	mamlK_U4_K1	31	0.11258448326339324	0.7875527828931809
33	mamlK_U4_K1	32	0.10674354664981366	0.807917720079422
34	mamlK_U4_K1	33	0.10819576853265366	0.807927662730217
35	mamlK_U4_K1	34	0.11045404922217131	0.7892514216899872
36	mamlK_U4_K1	35	0.11241467177867889	0.7921020865440369
37	mamlK_U4_K1	36	0.10932925939559937	0.7903496680408716
38	mamlK_U4_K1	37	0.10381663547207912	0.7668627226352691
39	mamlK_U4_K1	38	0.1071135958780845	0.7730690225958824
40	mamlK_U4_K1	39	0.10774661825348933	0.8059287357330323
41	mamlK_U4_K1	40	0.10857624676078557	0.83376913189888
42	mamlK_U4_K1	41	0.10950486143430074	0.7742104935646057
43	mamlK_U4_K1	42	0.10545750390738248	0.810519278049469
44	mamlK_U4_K1	43	0.1052815372745196	0.8057966285943985
45	mamlK_U4_K1	44	0.10903738483786583	0.8267235445976258
46	mamlK_U4_K1	45	0.10730494531492392	0.7892061904072761
47	mamlK_U4_K1	46	0.10393029546986024	0.7977983325719833
48	mamlK_U4_K1	47	0.10761934834221999	0.823192930817604
49	mamlK_U4_K1	48	0.10633286371827126	0.7915622889995575
50	mamlK_U4_K1	49	0.10852537066986163	0.8068294554948807
51	mamlK_U4_K1	50	0.10527669581274192	0.8049935579299927
52	mamlK_U4_K1	51	0.10183198112994432	0.8283192348480225
53	mamlK_U4_K1	52	0.106179664482673	0.8038868260383606
54	mamlK_U4_K1	53	0.11007975281526645	0.7701723985373974
55	mamlK_U4_K1	54	0.10454111352562905	0.8153893089294434
56	mamlK_U4_K1	55	0.10165571812540293	0.8099441200494766
57	mamlK_U4_K1	56	0.10291118039439122	0.8030243682861328
58	mamlK_U4_K1	57	0.10704815806200108	0.8102884113788604
59	mamlK_U4_K1	58	0.10171569392085075	0.7968954205513
60	mamlK_U4_K1	59	0.10292136568576098	0.7862212884426117
61	mamlK_U4_K1	60	0.10662949436654647	0.7925063616037369
62	mamlK_U4_K1	61	0.10734868448227644	0.7984207433462143
63	mamlK_U4_K1	62	0.10304167098055284	0.8217874234914779
64	mamlK_U4_K1	63	0.10521399758756161	0.8244336760044098
65	mamlK_U4_K1	64	0.10094862267374992	0.8220500147342682
66	mamlK_U4_K1	65	0.1031661332398653	0.8266524529457092
67	mamlK_U4_K1	66	0.10353197903682788	0.8127677541971207
68	mamlK_U4_K1	67	0.10081918518990278	0.8079964489489794
69	mamlK_U4_K1	68	0.10363816128422816	0.8064543125033379
70	mamlK_U4_K1	69	0.10104108888655901	0.8417371332645416
71	mamlK_U4_K1	70	0.10481970300277074	0.8107023566961289
72	mamlK_U4_K1	71	0.10354454388221104	0.806251373887062
73	mamlK_U4_K1	72	0.10152822078516086	0.8281261730194092
74	mamlK_U4_K1	73	0.10400646410882473	0.7800723713636398
75	mamlK_U4_K1	74	0.10384751554578543	0.8151430320739746
76	mamlK_U4_K1	75	0.10166229440520207	0.8314117884635925
77	mamlK_U4_K1	76	0.10101484221716722	0.8196522581577301
78	mamlK_U4_K1	77	0.10100059510519108	0.8323004174232483
79	mamlK_U4_K1	78	0.10188165108362833	0.8349729001522064
80	mamlK_U4_K1	79	0.10232309172550837	0.8102788186073303
81	mamlK_U4_K1	80	0.10161228114118179	0.8061175668239593
82	mamlK_U4_K1	81	0.10679626700778802	0.7957542228698731
83	mamlK_U4_K1	82	0.09985721929619709	0.8155868190526963
84	mamlK_U4_K1	83	0.10131263419985771	0.8271038043498993
85	mamlK_U4_K1	84	0.10077717038492362	0.7987181535363197
86	mamlK_U4_K1	85	0.10207743760198355	0.802321862578392
87	mamlK_U4_K1	86	0.09966132553915183	0.7935655745863914
88	mamlK_U4_K1	87	0.09967112574726343	0.8238284683227539
89	mamlK_U4_K1	88	0.10276158565034468	0.8025999909639359
90	mamlK_U4_K1	89	0.10255109138786793	0.8074301856756211
91	mamlK_U4_K1	90	0.10022635678450266	0.7628305122256279
92	mamlK_U4_K1	91	0.10245673291385174	0.8166504371166229
93	mamlK_U4_K1	92	0.09916387628763915	0.8074478885531425
94	mamlK_U4_K1	93	0.10233928474287192	0.841915146112442
95	mamlK_U4_K1	94	0.10203774685660998	0.8012312103807926
96	mamlK_U4_K1	95	0.1000142144287626	0.8060261923074722
97	mamlK_U4_K1	96	0.10193064155677954	0.8143401873111725
98	mamlK_U4_K1	97	0.09882214875270923	0.8182688345015049
99	mamlK_U4_K1	98	0.10450279959787925	0.8467787909507751
100	mamlK_U4_K1	99	0.10176315414408843	0.7878685969673097
101	mamlK_U4_K1	100	0.1001277572909991	0.8041835770010948
102	mamlK_U4_K1	101	0.10305923895289501	0.8290009769797325
103	mamlK_U4_K1	102	0.10232010785490274	0.8266846370697022
104	mamlK_U4_K1	103	0.10178076980014641	0.8354748725891114
105	mamlK_U4_K1	104	0.09648833476006985	0.8330800247192383
106	mamlK_U4_K1	105	0.10118337649852037	0.8440955173969269
107	mamlK_U4_K1	106	0.10032680181165536	0.8250223326683045
108	mamlK_U4_K1	107	0.09837850441535313	0.8044747364521027
109	mamlK_U4_K1	108	0.10179255776107311	0.8232489228248596
110	mamlK_U4_K1	109	0.10068597142895062	0.821098415851593
111	mamlK_U4_K1	110	0.10075642358511687	0.8095153947174549
112	mamlK_U4_K1	111	0.1003301202878356	0.7819948774576188
113	mamlK_U4_K1	112	0.09819000442822774	0.7827690821886063
114	mamlK_U4_K1	113	0.0978364572301507	0.8342666244506836
115	mamlK_U4_K1	114	0.10085415149728458	0.8147234088182449
116	mamlK_U4_K1	115	0.09945026468485593	0.8218076515197754
117	mamlK_U4_K1	116	0.09839986380189657	0.8327551233768463
118	mamlK_U4_K1	117	0.10070577573031186	0.8058769750595093
119	mamlK_U4_K1	118	0.09746629691372315	0.8393159770965576
120	mamlK_U4_K1	119	0.10106155103693405	0.8233879512548447
121	mamlK_U4_K1	120	0.09595092674096425	0.8033852116763591
122	mamlK_U4_K1	121	0.09811688131342332	0.8218545391410589
123	mamlK_U4_K1	122	0.09794915122290453	0.8211795264482498
124	mamlK_U4_K1	123	0.09805149165292582	0.8193078821897507
125	mamlK_U4_K1	124	0.10025263633579015	0.8406993782520295
126	mamlK_U4_K1	125	0.09808727153887352	0.8137885761260987
127	mamlK_U4_K1	126	0.10215222335110108	0.8289594221115112
128	mamlK_U4_K1	127	0.099190032693247	0.8155477011203766
129	mamlK_U4_K1	128	0.09742029951264461	0.8220733726024627
130	mamlK_U4_K1	129	0.09838224243372679	0.8051702699810267
131	mamlK_U4_K1	130	0.10047449295719464	0.8209642623364926
132	mamlK_U4_K1	131	0.0995165882135431	0.8328473436832428
133	mamlK_U4_K1	132	0.09756886714448532	0.8399988865852356
134	mamlK_U4_K1	133	0.09982176166027784	0.8373800277709961
135	mamlK_U4_K1	134	0.09614672601222991	0.7943533003330231
136	mamlK_U4_K1	135	0.09809338885049025	0.830563662648201
137	mamlK_U4_K1	136	0.09748522025843462	0.8175740486383438
138	mamlK_U4_K1	137	0.10037818850328525	0.8242804265022278
139	mamlK_U4_K1	138	0.09970037418107192	0.8384668493270874
140	mamlK_U4_K1	139	0.09720127459615469	0.8469519829750061
141	mamlK_U4_K1	140	0.09952644258737564	0.8203377610445023
142	mamlK_U4_K1	141	0.09824217007805904	0.8339519834518433
143	mamlK_U4_K1	142	0.0983365482588609	0.8353655660152435
144	mamlK_U4_K1	143	0.09846711347500484	0.8336063784360885
145	mamlK_U4_K1	144	0.09600669844696919	0.838597549200058
146	mamlK_U4_K1	145	0.09839047902574141	0.8190236341953278
147	mamlK_U4_K1	146	0.09458484131842852	0.7950071096420288
148	mamlK_U4_K1	147	0.10206967469304801	0.8337981808185577
149	mamlK_U4_K1	148	0.09619337748736143	0.8229763522744179
150	mamlK_U4_K1	149	0.09837168955554565	0.8226958364248276
151	mamlK_U4_K1	150	0.09784457499782244	0.831935510635376
152	mamlK_U4_K1	151	0.09839328055580457	0.8018084388971328
153	mamlK_U4_K1	152	0.10174448204537233	0.8154962623119354
154	mamlK_U4_K1	153	0.09933581923445066	0.8247149229049683
155	mamlK_U4_K1	154	0.09851899307221174	0.8396154713630676
156	mamlK_U4_K1	155	0.0967815853158633	0.8192743968963623
157	mamlK_U4_K1	156	0.0967003645375371	0.8307345020771026
158	mamlK_U4_K1	157	0.09744728475809097	0.8354449117183685
159	mamlK_U4_K1	158	0.09778129361569882	0.8469332373142242
160	mamlK_U4_K1	159	0.0973689887051781	0.8357069301605224
161	mamlK_U4_K1	160	0.09487996938327949	0.8366256988048554
162	mamlK_U4_K1	161	0.09986218032737573	0.8537843728065491
163	mamlK_U4_K1	162	0.09857570384939511	0.8117210727185011
164	mamlK_U4_K1	163	0.09914655891557535	0.8150099718570709
165	mamlK_U4_K1	164	0.09809189323335886	0.8190731909871102
166	mamlK_U4_K1	165	0.09726417265832424	0.8113209700584412
167	mamlK_U4_K1	166	0.09697653084993363	0.7949187976121902
168	mamlK_U4_K1	167	0.0962723487491409	0.8570070743560791
169	mamlK_U4_K1	168	0.09573295542349418	0.8191429078578949
170	mamlK_U4_K1	169	0.10149526163935661	0.8467233288288116
171	mamlK_U4_K1	170	0.10138127674659093	0.805179414153099
172	mamlK_U4_K1	171	0.09879167282332976	0.8121675479412079
173	mamlK_U4_K1	172	0.09812746625393629	0.8377763235569
174	mamlK_U4_K1	173	0.09515141988794008	0.7970901311933994
175	mamlK_U4_K1	174	0.09954407181590795	0.8092442405223846
176	mamlK_U4_K1	175	0.099028791214029	0.8327612978219986
177	mamlK_U4_K1	176	0.0947954143707951	0.8233170545101166
178	mamlK_U4_K1	177	0.10073009827484687	0.8353170520067215
179	mamlK_U4_K1	178	0.09687755049516757	0.8225724085792899
180	mamlK_U4_K1	179	0.09585505502919356	0.8360891532897949
181	mamlK_U4_K1	180	0.095084415388604	0.8301138612627983
182	mamlK_U4_K1	181	0.09646117344498634	0.8068984220921993
183	mamlK_U4_K1	182	0.09664699154595534	0.8370879560708999
184	mamlK_U4_K1	183	0.09913663035879533	0.8427578961849213
185	mamlK_U4_K1	184	0.09319478750228882	0.8245357871055603
186	mamlK_U4_K1	185	0.09237765906999508	0.8484940003603697
187	mamlK_U4_K1	186	0.09722080772121747	0.8101367428898811
188	mamlK_U4_K1	187	0.09665202200412751	0.8398332393169403
189	mamlK_U4_K1	188	0.09336812485009433	0.8260139811038971
190	mamlK_U4_K1	189	0.09813577774912119	0.7999353009462357
191	mamlK_U4_K1	190	0.09862468458712101	0.8128549668937921
192	mamlK_U4_K1	191	0.0958941849321127	0.8338201177120209
193	mamlK_U4_K1	192	0.0979670520250996	0.8215850901603698
194	mamlK_U4_K1	193	0.09594314058621724	0.844558732509613
195	mamlK_U4_K1	194	0.09298188497622807	0.793527118563652
196	mamlK_U4_K1	195	0.09657523507873217	0.8037195234373212
197	mamlK_U4_K1	196	0.09581249800821146	0.8372018289193511
198	mamlK_U4_K1	197	0.09729957985381285	0.8372089326381683
199	mamlK_U4_K1	198	0.09797621207932632	0.8609340286254883
200	mamlK_U4_K1	199	0.09215858279416958	0.8411007606983185
201	mamlK_U4_K1	200	0.10175504104544719	0.8155054910480977
202	mamlK_U4_K2	1	0.33009643415609996	0.6404661571979523
203	mamlK_U4_K2	2	0.19751283938686054	0.6994542908668518
204	mamlK_U4_K2	3	0.17039189050594966	0.7177034470438958
205	mamlK_U4_K2	4	0.14683493509888648	0.7549881333112717
206	mamlK_U4_K2	5	0.14214098391433558	0.7775750946998596
207	mamlK_U4_K2	6	0.13506576031446457	0.7752245557308197
208	mamlK_U4_K2	7	0.12746123112738134	0.7501543098688126
209	mamlK_U4_K2	8	0.11961887220541637	0.7510023427009582
210	mamlK_U4_K2	9	0.11707525449494521	0.7949222242832183
211	mamlK_U4_K2	10	0.1160093462963899	0.8069861221313477
212	mamlK_U4_K2	11	0.11613710142672062	0.8104732394218445
213	mamlK_U4_K2	12	0.11103422440588474	0.7845612713694572
214	mamlK_U4_K2	13	0.10783838329215845	0.829844833612442
215	mamlK_U4_K2	14	0.1055389762793978	0.8013944083452225
216	mamlK_U4_K2	15	0.10058609920243422	0.825480352640152
217	mamlK_U4_K2	16	0.10422575173278649	0.8074200689792633
218	mamlK_U4_K2	17	0.0977033347884814	0.8080903881788254
219	mamlK_U4_K2	18	0.09779747154563666	0.8424500906467438
220	mamlK_U4_K2	19	0.10029875294615825	0.8373576498031616
221	mamlK_U4_K2	20	0.09697070773690938	0.822427898645401
222	mamlK_U4_K2	21	0.09771630429973205	0.8044733768701553
223	mamlK_U4_K2	22	0.09742746957888206	0.8173106171935797
224	mamlK_U4_K2	23	0.0940728797763586	0.8494027149677277
225	mamlK_U4_K2	24	0.09212705266972383	0.8311388707160949
226	mamlK_U4_K2	25	0.09275115575641393	0.8395859718322753
227	mamlK_U4_K2	26	0.09503940892716249	0.8576833415031433
228	mamlK_U4_K2	27	0.09258263846238454	0.8396793757379055
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402	mamlK_U4_K8	1	0.4779631220300992	0.5218560743331909
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458	mamlK_U4_K8	57	0.05392729749282201	0.915323349237442
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467	mamlK_U4_K8	66	0.04980439253772299	0.9184465742111206
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477	mamlK_U4_K8	76	0.047252054599424206	0.9271022891998291
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482	mamlK_U4_K8	81	0.05075534423813224	0.9032941746711731
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484	mamlK_U4_K8	83	0.04695217610026399	0.931098209619522
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491	mamlK_U4_K8	90	0.045631353799253704	0.8883070302009582
492	mamlK_U4_K8	91	0.04667507576445738	0.9227060890197754
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494	mamlK_U4_K8	93	0.04830271106213331	0.937560864686966
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497	mamlK_U4_K8	96	0.04639992384240031	0.9260409581661224
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502	mamlK_U4_K8	101	0.04775585522254308	0.9269299256801605
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509	mamlK_U4_K8	108	0.04616001067683101	0.9318635451793671
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512	mamlK_U4_K8	111	0.044354827615122	0.9123714852333069
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514	mamlK_U4_K8	113	0.04377598489324252	0.9350841248035431
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516	mamlK_U4_K8	115	0.04554533720016479	0.9237250006198883
517	mamlK_U4_K8	116	0.044231869392096994	0.9316341328620911
518	mamlK_U4_K8	117	0.045082571376115085	0.9117023973166942
519	mamlK_U4_K8	118	0.04259504518782099	0.9364819550514221
520	mamlK_U4_K8	119	0.045883758161216974	0.9326616275310516
521	mamlK_U4_K8	120	0.04125504024947683	0.9134474474191666
522	mamlK_U4_K8	121	0.041810687780380246	0.9241221788525581
523	mamlK_U4_K8	122	0.04282815216730038	0.9292815673351288
524	mamlK_U4_K8	123	0.04266041820247968	0.9280487847328186
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526	mamlK_U4_K8	125	0.04247118879109621	0.9227976202964783
527	mamlK_U4_K8	126	0.0460307758487761	0.9341438019275665
528	mamlK_U4_K8	127	0.04377921528493365	0.924741443991661
529	mamlK_U4_K8	128	0.043116927767793335	0.9314820396900177
530	mamlK_U4_K8	129	0.04339456543947259	0.9138414144515992
531	mamlK_U4_K8	130	0.043798081732044615	0.9210628312826157
532	mamlK_U4_K8	131	0.043559580196936926	0.9359981536865234
533	mamlK_U4_K8	132	0.04170446819315354	0.9426365578174591
534	mamlK_U4_K8	133	0.04446362294877569	0.9384375298023224
535	mamlK_U4_K8	134	0.0418021728284657	0.9175786828994751
536	mamlK_U4_K8	135	0.043493542969226834	0.9279124981164932
537	mamlK_U4_K8	136	0.042993830156823	0.9264187860488892
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541	mamlK_U4_K8	140	0.04432633345325788	0.929705913066864
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561	mamlK_U4_K8	160	0.040890439618378877	0.9331023383140564
562	mamlK_U4_K8	161	0.044424817965676384	0.9469376182556153
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574	mamlK_U4_K8	173	0.04013625531767805	0.9099926733970642
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602	mamlD_U4_K4	1	0.33226974586645763	0.7072442746162415
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629	mamlD_U4_K4	28	0.0599904407809178	0.9027950048446656
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687	mamlD_U4_K4	86	0.05130229050914446	0.8942721292749047
688	mamlD_U4_K4	87	0.05001533610746264	0.9206917119026184
689	mamlD_U4_K4	88	0.05392462734753887	0.9077650117874145
690	mamlD_U4_K4	89	0.05362904659161965	0.9001771813631058
691	mamlD_U4_K4	90	0.052035900683452686	0.8782391160726547
692	mamlD_U4_K4	91	0.052584297036131225	0.9124891722202301
693	mamlD_U4_K4	92	0.05022508302082618	0.9077244758605957
694	mamlD_U4_K4	93	0.054565017335116865	0.9335999476909638
695	mamlD_U4_K4	94	0.0531883321578304	0.9036381077766419
696	mamlD_U4_K4	95	0.05216884396970272	0.9015415945649147
697	mamlD_U4_K4	96	0.0530705667535464	0.9171244978904725
698	mamlD_U4_K4	97	0.05148339337358872	0.9067597711086273
699	mamlD_U4_K4	98	0.05486183729643623	0.931991959810257
700	mamlD_U4_K4	99	0.053760130659987526	0.8953824180364609
701	mamlD_U4_K4	100	0.05132714407518506	0.9088386845588684
702	mamlD_U4_K4	101	0.053888792774329584	0.9230603194236755
703	mamlD_U4_K4	102	0.0527850770081083	0.9184340858459472
704	mamlD_U4_K4	103	0.05152679332221548	0.9252682280540466
705	mamlD_U4_K4	104	0.04825870852296551	0.9282627916336059
706	mamlD_U4_K4	105	0.05150640400747458	0.9349008071422577
707	mamlD_U4_K4	106	0.051715812385082244	0.9155999025702477
708	mamlD_U4_K4	107	0.04935547518233458	0.909106433391571
709	mamlD_U4_K4	108	0.052696935342003905	0.9248205316066742
710	mamlD_U4_K4	109	0.05243582926069697	0.9151817715167999
711	mamlD_U4_K4	110	0.05094705957919359	0.9041129250079394
712	mamlD_U4_K4	111	0.05081009749944011	0.8941559112071991
713	mamlD_U4_K4	112	0.05004351894681652	0.8896460205316543
714	mamlD_U4_K4	113	0.050028850734233854	0.928802660703659
715	mamlD_U4_K4	114	0.05225728334859014	0.9190279865264892
716	mamlD_U4_K4	115	0.05163899037986994	0.9149557113647461
717	mamlD_U4_K4	116	0.05058057485769192	0.9194704449176788
718	mamlD_U4_K4	117	0.05200697081784407	0.905641396343708
719	mamlD_U4_K4	118	0.048949986242999635	0.9267030274868011
720	mamlD_U4_K4	119	0.052872367488841214	0.9211409950256347
721	mamlD_U4_K4	120	0.04799026660621166	0.899388080239296
722	mamlD_U4_K4	121	0.048778135298440856	0.9122915583848953
723	mamlD_U4_K4	122	0.049206985756754876	0.9172151899337768
724	mamlD_U4_K4	123	0.04927736043309172	0.9171838593482972
725	mamlD_U4_K4	124	0.05120278758307298	0.9308539128303528
726	mamlD_U4_K4	125	0.04889334943766395	0.9104605150222779
727	mamlD_U4_K4	126	0.052975892921288806	0.9274392080307007
728	mamlD_U4_K4	127	0.050311327235152324	0.9167815577983857
729	mamlD_U4_K4	128	0.049772387879590194	0.9209587621688843
730	mamlD_U4_K4	129	0.04997918299088876	0.9006694430857897
731	mamlD_U4_K4	130	0.05016263517240683	0.912883588373661
732	mamlD_U4_K4	131	0.05020913464327653	0.9251600801944733
733	mamlD_U4_K4	132	0.04885625268643101	0.9323220777511597
734	mamlD_U4_K4	133	0.051198460465917986	0.9299926042556763
735	mamlD_U4_K4	134	0.04823922702421745	0.9025299048423767
736	mamlD_U4_K4	135	0.049459049670646585	0.9139180135726929
737	mamlD_U4_K4	136	0.049267774193237225	0.9145679724216461
738	mamlD_U4_K4	137	0.05096803734699885	0.9186458110809326
739	mamlD_U4_K4	138	0.05099628301337361	0.9309629034996033
740	mamlD_U4_K4	139	0.04935644599298636	0.9355896592140198
741	mamlD_U4_K4	140	0.05138297356665134	0.9187753987312317
742	mamlD_U4_K4	141	0.05071673834696412	0.926981908082962
743	mamlD_U4_K4	142	0.05012833488484224	0.9287077867984772
744	mamlD_U4_K4	143	0.050881257249663275	0.9253663563728333
745	mamlD_U4_K4	144	0.0484694933022062	0.9285207271575928
746	mamlD_U4_K4	145	0.0493666319300731	0.9173754668235778
747	mamlD_U4_K4	146	0.047217747842272124	0.9045787739753723
748	mamlD_U4_K4	147	0.05380128918215633	0.9247326457500458
749	mamlD_U4_K4	148	0.04834152360757192	0.9107429003715515
750	mamlD_U4_K4	149	0.0503358512185514	0.9167406404018402
751	mamlD_U4_K4	150	0.04861355886484186	0.9314720213413239
752	mamlD_U4_K4	151	0.049152215557793776	0.9025949084758759
753	mamlD_U4_K4	152	0.05237987481678526	0.9191000699996948
754	mamlD_U4_K4	153	0.050817638095468284	0.924338185787201
755	mamlD_U4_K4	154	0.05072446197271347	0.9293682527542114
756	mamlD_U4_K4	155	0.04761107598741849	0.9084386062622071
757	mamlD_U4_K4	156	0.04906454727674524	0.9223668110370636
758	mamlD_U4_K4	157	0.0496505764623483	0.9320311737060547
759	mamlD_U4_K4	158	0.049232835943500204	0.9339154553413391
760	mamlD_U4_K4	159	0.04919609226907293	0.9278384900093078
761	mamlD_U4_K4	160	0.04731551618004839	0.9251616835594177
762	mamlD_U4_K4	161	0.051343967095017436	0.9402533411979676
763	mamlD_U4_K4	162	0.050502766985446215	0.9112370407581329
764	mamlD_U4_K4	163	0.051261143249770005	0.9096662175655365
765	mamlD_U4_K4	164	0.04977377268796166	0.9198521399497985
766	mamlD_U4_K4	165	0.048813525419682265	0.9133789455890655
767	mamlD_U4_K4	166	0.04894803042834004	0.8936040103435516
768	mamlD_U4_K4	167	0.04804897318904599	0.9391674268245697
769	mamlD_U4_K4	168	0.047860090658068656	0.9183463680744172
770	mamlD_U4_K4	169	0.05172237353399396	0.9353018832206726
771	mamlD_U4_K4	170	0.0518186297826469	0.907518447637558
772	mamlD_U4_K4	171	0.050250552849223216	0.9118054795265198
773	mamlD_U4_K4	172	0.04976588887472948	0.9315401470661163
774	mamlD_U4_K4	173	0.04685487166047096	0.9027909225225449
775	mamlD_U4_K4	174	0.05097919645408789	0.9141061782836915
776	mamlD_U4_K4	175	0.05025861306115985	0.9179960542917251
777	mamlD_U4_K4	176	0.04739398056020339	0.9242080414295196
778	mamlD_U4_K4	177	0.05126929888501763	0.9251568830013275
779	mamlD_U4_K4	178	0.04801142251739899	0.9206536984443665
780	mamlD_U4_K4	179	0.048808847920348244	0.9248807525634766
781	mamlD_U4_K4	180	0.04759013945857684	0.9204864507913589
782	mamlD_U4_K4	181	0.047790721617639066	0.9091754364967346
783	mamlD_U4_K4	182	0.04788981263215343	0.9251405346393585
784	mamlD_U4_K4	183	0.05014867844680945	0.9331622576713562
785	mamlD_U4_K4	184	0.04662734099353353	0.9213172328472138
786	mamlD_U4_K4	185	0.04500006351619959	0.933356506228447
787	mamlD_U4_K4	186	0.047374907185633974	0.9065024596452713
788	mamlD_U4_K4	187	0.04821119980265697	0.9290335690975189
789	mamlD_U4_K4	188	0.04545490994428595	0.9162960052490234
790	mamlD_U4_K4	189	0.0501812063343823	0.9009342265129089
791	mamlD_U4_K4	190	0.04982624230906367	0.9044142286479473
792	mamlD_U4_K4	191	0.048000499351571004	0.9249812185764312
793	mamlD_U4_K4	192	0.05098871215557059	0.9133920872211456
794	mamlD_U4_K4	193	0.04835366445283095	0.931778039932251
795	mamlD_U4_K4	194	0.04584052532290419	0.8967518651485443
796	mamlD_U4_K4	195	0.04918509343639016	0.901038418263197
797	mamlD_U4_K4	196	0.04879093502337734	0.927699345946312
798	mamlD_U4_K4	197	0.04918769733980298	0.9293132257461548
799	mamlD_U4_K4	198	0.050241120532155036	0.9447884798049927
800	mamlD_U4_K4	199	0.04578717742115259	0.930838119983673
801	mamlD_U4_K4	200	0.05384820915137728	0.911318576335907

43 KiB Executable File Raw Permalink Blame History

43 KiB

Executable File

Raw Permalink Blame History