MIDICausalFinetuning3

This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.0046

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 2500

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	2	5.5405
No log	2.0	4	5.0325
No log	3.0	6	4.7177
No log	4.0	8	4.4749
No log	5.0	10	4.2775
No log	6.0	12	4.1023
No log	7.0	14	3.9493
No log	8.0	16	3.8049
No log	9.0	18	3.6544
No log	10.0	20	3.5037
No log	11.0	22	3.3641
No log	12.0	24	3.2441
No log	13.0	26	3.1329
No log	14.0	28	3.0348
No log	15.0	30	2.9454
No log	16.0	32	2.8679
No log	17.0	34	2.7951
No log	18.0	36	2.7301
No log	19.0	38	2.6707
No log	20.0	40	2.6163
No log	21.0	42	2.5664
No log	22.0	44	2.5205
No log	23.0	46	2.4743
No log	24.0	48	2.4311
No log	25.0	50	2.3915
No log	26.0	52	2.3535
No log	27.0	54	2.3181
No log	28.0	56	2.2823
No log	29.0	58	2.2488
No log	30.0	60	2.2135
No log	31.0	62	2.1814
No log	32.0	64	2.1529
No log	33.0	66	2.1267
No log	34.0	68	2.0916
No log	35.0	70	2.0584
No log	36.0	72	2.0278
No log	37.0	74	2.0035
No log	38.0	76	1.9754
No log	39.0	78	1.9415
No log	40.0	80	1.9087
No log	41.0	82	1.8783
No log	42.0	84	1.8498
No log	43.0	86	1.8165
No log	44.0	88	1.7876
No log	45.0	90	1.7620
No log	46.0	92	1.7247
No log	47.0	94	1.6911
No log	48.0	96	1.6706
No log	49.0	98	1.6375
No log	50.0	100	1.6005
No log	51.0	102	1.5718
No log	52.0	104	1.5504
No log	53.0	106	1.5199
No log	54.0	108	1.4864
No log	55.0	110	1.4587
No log	56.0	112	1.4330
No log	57.0	114	1.4038
No log	58.0	116	1.3775
No log	59.0	118	1.3536
No log	60.0	120	1.3279
No log	61.0	122	1.3027
No log	62.0	124	1.2791
No log	63.0	126	1.2499
No log	64.0	128	1.2306
No log	65.0	130	1.2081
No log	66.0	132	1.1771
No log	67.0	134	1.1523
No log	68.0	136	1.1424
No log	69.0	138	1.1139
No log	70.0	140	1.0934
No log	71.0	142	1.0681
No log	72.0	144	1.0496
No log	73.0	146	1.0270
No log	74.0	148	1.0100
No log	75.0	150	0.9921
No log	76.0	152	0.9692
No log	77.0	154	0.9497
No log	78.0	156	0.9315
No log	79.0	158	0.9164
No log	80.0	160	0.8953
No log	81.0	162	0.8901
No log	82.0	164	0.8704
No log	83.0	166	0.8498
No log	84.0	168	0.8385
No log	85.0	170	0.8194
No log	86.0	172	0.8096
No log	87.0	174	0.7917
No log	88.0	176	0.7778
No log	89.0	178	0.7632
No log	90.0	180	0.7439
No log	91.0	182	0.7283
No log	92.0	184	0.7172
No log	93.0	186	0.7065
No log	94.0	188	0.6919
No log	95.0	190	0.6828
No log	96.0	192	0.6715
No log	97.0	194	0.6585
No log	98.0	196	0.6410
No log	99.0	198	0.6281
No log	100.0	200	0.6187
No log	101.0	202	0.6093
No log	102.0	204	0.5976
No log	103.0	206	0.5951
No log	104.0	208	0.5841
No log	105.0	210	0.5747
No log	106.0	212	0.5623
No log	107.0	214	0.5511
No log	108.0	216	0.5395
No log	109.0	218	0.5363
No log	110.0	220	0.5327
No log	111.0	222	0.5181
No log	112.0	224	0.5180
No log	113.0	226	0.5010
No log	114.0	228	0.4934
No log	115.0	230	0.4823
No log	116.0	232	0.4755
No log	117.0	234	0.4691
No log	118.0	236	0.4600
No log	119.0	238	0.4535
No log	120.0	240	0.4430
No log	121.0	242	0.4395
No log	122.0	244	0.4267
No log	123.0	246	0.4250
No log	124.0	248	0.4252
No log	125.0	250	0.4080
No log	126.0	252	0.4073
No log	127.0	254	0.3985
No log	128.0	256	0.3948
No log	129.0	258	0.3848
No log	130.0	260	0.3774
No log	131.0	262	0.3727
No log	132.0	264	0.3671
No log	133.0	266	0.3635
No log	134.0	268	0.3576
No log	135.0	270	0.3515
No log	136.0	272	0.3453
No log	137.0	274	0.3383
No log	138.0	276	0.3310
No log	139.0	278	0.3358
No log	140.0	280	0.3284
No log	141.0	282	0.3177
No log	142.0	284	0.3169
No log	143.0	286	0.3086
No log	144.0	288	0.3071
No log	145.0	290	0.3018
No log	146.0	292	0.2976
No log	147.0	294	0.2915
No log	148.0	296	0.2876
No log	149.0	298	0.2795
No log	150.0	300	0.2828
No log	151.0	302	0.2758
No log	152.0	304	0.2831
No log	153.0	306	0.2690
No log	154.0	308	0.2633
No log	155.0	310	0.2579
No log	156.0	312	0.2594
No log	157.0	314	0.2558
No log	158.0	316	0.2458
No log	159.0	318	0.2477
No log	160.0	320	0.2388
No log	161.0	322	0.2408
No log	162.0	324	0.2322
No log	163.0	326	0.2278
No log	164.0	328	0.2273
No log	165.0	330	0.2202
No log	166.0	332	0.2200
No log	167.0	334	0.2200
No log	168.0	336	0.2147
No log	169.0	338	0.2096
No log	170.0	340	0.2056
No log	171.0	342	0.2075
No log	172.0	344	0.2045
No log	173.0	346	0.1986
No log	174.0	348	0.1950
No log	175.0	350	0.1906
No log	176.0	352	0.1868
No log	177.0	354	0.1873
No log	178.0	356	0.1834
No log	179.0	358	0.1802
No log	180.0	360	0.1803
No log	181.0	362	0.1751
No log	182.0	364	0.1765
No log	183.0	366	0.1727
No log	184.0	368	0.1663
No log	185.0	370	0.1671
No log	186.0	372	0.1646
No log	187.0	374	0.1694
No log	188.0	376	0.1628
No log	189.0	378	0.1726
No log	190.0	380	0.1612
No log	191.0	382	0.1633
No log	192.0	384	0.1556
No log	193.0	386	0.1582
No log	194.0	388	0.1523
No log	195.0	390	0.1509
No log	196.0	392	0.1455
No log	197.0	394	0.1424
No log	198.0	396	0.1418
No log	199.0	398	0.1435
No log	200.0	400	0.1404
No log	201.0	402	0.1451
No log	202.0	404	0.1403
No log	203.0	406	0.1409
No log	204.0	408	0.1370
No log	205.0	410	0.1413
No log	206.0	412	0.1299
No log	207.0	414	0.1332
No log	208.0	416	0.1306
No log	209.0	418	0.1298
No log	210.0	420	0.1260
No log	211.0	422	0.1247
No log	212.0	424	0.1284
No log	213.0	426	0.1241
No log	214.0	428	0.1213
No log	215.0	430	0.1192
No log	216.0	432	0.1172
No log	217.0	434	0.1172
No log	218.0	436	0.1179
No log	219.0	438	0.1135
No log	220.0	440	0.1141
No log	221.0	442	0.1127
No log	222.0	444	0.1097
No log	223.0	446	0.1106
No log	224.0	448	0.1083
No log	225.0	450	0.1073
No log	226.0	452	0.1047
No log	227.0	454	0.1015
No log	228.0	456	0.1009
No log	229.0	458	0.0999
No log	230.0	460	0.0991
No log	231.0	462	0.1009
No log	232.0	464	0.0976
No log	233.0	466	0.0960
No log	234.0	468	0.0959
No log	235.0	470	0.0939
No log	236.0	472	0.0929
No log	237.0	474	0.0926
No log	238.0	476	0.0955
No log	239.0	478	0.0906
No log	240.0	480	0.0924
No log	241.0	482	0.0876
No log	242.0	484	0.0914
No log	243.0	486	0.0896
No log	244.0	488	0.0881
No log	245.0	490	0.0875
No log	246.0	492	0.0844
No log	247.0	494	0.0849
No log	248.0	496	0.0830
No log	249.0	498	0.0828
1.0556	250.0	500	0.0811
1.0556	251.0	502	0.0805
1.0556	252.0	504	0.0807
1.0556	253.0	506	0.0776
1.0556	254.0	508	0.0773
1.0556	255.0	510	0.0780
1.0556	256.0	512	0.0774
1.0556	257.0	514	0.0763
1.0556	258.0	516	0.0763
1.0556	259.0	518	0.0754
1.0556	260.0	520	0.0749
1.0556	261.0	522	0.0744
1.0556	262.0	524	0.0755
1.0556	263.0	526	0.0733
1.0556	264.0	528	0.0722
1.0556	265.0	530	0.0720
1.0556	266.0	532	0.0733
1.0556	267.0	534	0.0747
1.0556	268.0	536	0.0691
1.0556	269.0	538	0.0686
1.0556	270.0	540	0.0685
1.0556	271.0	542	0.0681
1.0556	272.0	544	0.0671
1.0556	273.0	546	0.0676
1.0556	274.0	548	0.0669
1.0556	275.0	550	0.0658
1.0556	276.0	552	0.0646
1.0556	277.0	554	0.0637
1.0556	278.0	556	0.0639
1.0556	279.0	558	0.0624
1.0556	280.0	560	0.0628
1.0556	281.0	562	0.0629
1.0556	282.0	564	0.0620
1.0556	283.0	566	0.0608
1.0556	284.0	568	0.0603
1.0556	285.0	570	0.0601
1.0556	286.0	572	0.0598
1.0556	287.0	574	0.0592
1.0556	288.0	576	0.0585
1.0556	289.0	578	0.0583
1.0556	290.0	580	0.0579
1.0556	291.0	582	0.0571
1.0556	292.0	584	0.0567
1.0556	293.0	586	0.0566
1.0556	294.0	588	0.0560
1.0556	295.0	590	0.0553
1.0556	296.0	592	0.0549
1.0556	297.0	594	0.0551
1.0556	298.0	596	0.0540
1.0556	299.0	598	0.0539
1.0556	300.0	600	0.0537
1.0556	301.0	602	0.0535
1.0556	302.0	604	0.0538
1.0556	303.0	606	0.0529
1.0556	304.0	608	0.0514
1.0556	305.0	610	0.0519
1.0556	306.0	612	0.0518
1.0556	307.0	614	0.0507
1.0556	308.0	616	0.0503
1.0556	309.0	618	0.0499
1.0556	310.0	620	0.0503
1.0556	311.0	622	0.0505
1.0556	312.0	624	0.0489
1.0556	313.0	626	0.0482
1.0556	314.0	628	0.0482
1.0556	315.0	630	0.0480
1.0556	316.0	632	0.0478
1.0556	317.0	634	0.0471
1.0556	318.0	636	0.0469
1.0556	319.0	638	0.0464
1.0556	320.0	640	0.0468
1.0556	321.0	642	0.0468
1.0556	322.0	644	0.0458
1.0556	323.0	646	0.0463
1.0556	324.0	648	0.0461
1.0556	325.0	650	0.0448
1.0556	326.0	652	0.0441
1.0556	327.0	654	0.0434
1.0556	328.0	656	0.0433
1.0556	329.0	658	0.0434
1.0556	330.0	660	0.0433
1.0556	331.0	662	0.0435
1.0556	332.0	664	0.0433
1.0556	333.0	666	0.0427
1.0556	334.0	668	0.0421
1.0556	335.0	670	0.0414
1.0556	336.0	672	0.0412
1.0556	337.0	674	0.0410
1.0556	338.0	676	0.0412
1.0556	339.0	678	0.0418
1.0556	340.0	680	0.0412
1.0556	341.0	682	0.0406
1.0556	342.0	684	0.0402
1.0556	343.0	686	0.0397
1.0556	344.0	688	0.0420
1.0556	345.0	690	0.0407
1.0556	346.0	692	0.0392
1.0556	347.0	694	0.0389
1.0556	348.0	696	0.0391
1.0556	349.0	698	0.0390
1.0556	350.0	700	0.0388
1.0556	351.0	702	0.0383
1.0556	352.0	704	0.0380
1.0556	353.0	706	0.0373
1.0556	354.0	708	0.0371
1.0556	355.0	710	0.0373
1.0556	356.0	712	0.0373
1.0556	357.0	714	0.0371
1.0556	358.0	716	0.0364
1.0556	359.0	718	0.0356
1.0556	360.0	720	0.0354
1.0556	361.0	722	0.0353
1.0556	362.0	724	0.0353
1.0556	363.0	726	0.0358
1.0556	364.0	728	0.0345
1.0556	365.0	730	0.0344
1.0556	366.0	732	0.0346
1.0556	367.0	734	0.0341
1.0556	368.0	736	0.0337
1.0556	369.0	738	0.0334
1.0556	370.0	740	0.0332
1.0556	371.0	742	0.0332
1.0556	372.0	744	0.0343
1.0556	373.0	746	0.0327
1.0556	374.0	748	0.0324
1.0556	375.0	750	0.0327
1.0556	376.0	752	0.0324
1.0556	377.0	754	0.0325
1.0556	378.0	756	0.0337
1.0556	379.0	758	0.0329
1.0556	380.0	760	0.0317
1.0556	381.0	762	0.0315
1.0556	382.0	764	0.0316
1.0556	383.0	766	0.0309
1.0556	384.0	768	0.0315
1.0556	385.0	770	0.0338
1.0556	386.0	772	0.0307
1.0556	387.0	774	0.0301
1.0556	388.0	776	0.0301
1.0556	389.0	778	0.0301
1.0556	390.0	780	0.0298
1.0556	391.0	782	0.0296
1.0556	392.0	784	0.0295
1.0556	393.0	786	0.0292
1.0556	394.0	788	0.0289
1.0556	395.0	790	0.0289
1.0556	396.0	792	0.0288
1.0556	397.0	794	0.0286
1.0556	398.0	796	0.0286
1.0556	399.0	798	0.0285
1.0556	400.0	800	0.0285
1.0556	401.0	802	0.0285
1.0556	402.0	804	0.0284
1.0556	403.0	806	0.0281
1.0556	404.0	808	0.0282
1.0556	405.0	810	0.0293
1.0556	406.0	812	0.0285
1.0556	407.0	814	0.0273
1.0556	408.0	816	0.0270
1.0556	409.0	818	0.0271
1.0556	410.0	820	0.0271
1.0556	411.0	822	0.0270
1.0556	412.0	824	0.0266
1.0556	413.0	826	0.0263
1.0556	414.0	828	0.0261
1.0556	415.0	830	0.0260
1.0556	416.0	832	0.0260
1.0556	417.0	834	0.0259
1.0556	418.0	836	0.0259
1.0556	419.0	838	0.0258
1.0556	420.0	840	0.0257
1.0556	421.0	842	0.0258
1.0556	422.0	844	0.0258
1.0556	423.0	846	0.0255
1.0556	424.0	848	0.0252
1.0556	425.0	850	0.0248
1.0556	426.0	852	0.0246
1.0556	427.0	854	0.0246
1.0556	428.0	856	0.0248
1.0556	429.0	858	0.0248
1.0556	430.0	860	0.0247
1.0556	431.0	862	0.0241
1.0556	432.0	864	0.0239
1.0556	433.0	866	0.0239
1.0556	434.0	868	0.0239
1.0556	435.0	870	0.0240
1.0556	436.0	872	0.0238
1.0556	437.0	874	0.0235
1.0556	438.0	876	0.0236
1.0556	439.0	878	0.0250
1.0556	440.0	880	0.0235
1.0556	441.0	882	0.0232
1.0556	442.0	884	0.0232
1.0556	443.0	886	0.0232
1.0556	444.0	888	0.0230
1.0556	445.0	890	0.0228
1.0556	446.0	892	0.0228
1.0556	447.0	894	0.0229
1.0556	448.0	896	0.0226
1.0556	449.0	898	0.0223
1.0556	450.0	900	0.0223
1.0556	451.0	902	0.0222
1.0556	452.0	904	0.0221
1.0556	453.0	906	0.0220
1.0556	454.0	908	0.0219
1.0556	455.0	910	0.0219
1.0556	456.0	912	0.0223
1.0556	457.0	914	0.0219
1.0556	458.0	916	0.0217
1.0556	459.0	918	0.0214
1.0556	460.0	920	0.0213
1.0556	461.0	922	0.0215
1.0556	462.0	924	0.0215
1.0556	463.0	926	0.0214
1.0556	464.0	928	0.0213
1.0556	465.0	930	0.0211
1.0556	466.0	932	0.0210
1.0556	467.0	934	0.0209
1.0556	468.0	936	0.0207
1.0556	469.0	938	0.0205
1.0556	470.0	940	0.0207
1.0556	471.0	942	0.0207
1.0556	472.0	944	0.0204
1.0556	473.0	946	0.0203
1.0556	474.0	948	0.0202
1.0556	475.0	950	0.0201
1.0556	476.0	952	0.0204
1.0556	477.0	954	0.0201
1.0556	478.0	956	0.0201
1.0556	479.0	958	0.0199
1.0556	480.0	960	0.0197
1.0556	481.0	962	0.0196
1.0556	482.0	964	0.0196
1.0556	483.0	966	0.0197
1.0556	484.0	968	0.0197
1.0556	485.0	970	0.0194
1.0556	486.0	972	0.0194
1.0556	487.0	974	0.0193
1.0556	488.0	976	0.0191
1.0556	489.0	978	0.0190
1.0556	490.0	980	0.0190
1.0556	491.0	982	0.0190
1.0556	492.0	984	0.0189
1.0556	493.0	986	0.0188
1.0556	494.0	988	0.0186
1.0556	495.0	990	0.0186
1.0556	496.0	992	0.0186
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0.0197	959.0	1918	0.0079
0.0197	960.0	1920	0.0079
0.0197	961.0	1922	0.0079
0.0197	962.0	1924	0.0079
0.0197	963.0	1926	0.0078
0.0197	964.0	1928	0.0078
0.0197	965.0	1930	0.0078
0.0197	966.0	1932	0.0078
0.0197	967.0	1934	0.0078
0.0197	968.0	1936	0.0078
0.0197	969.0	1938	0.0078
0.0197	970.0	1940	0.0077
0.0197	971.0	1942	0.0077
0.0197	972.0	1944	0.0077
0.0197	973.0	1946	0.0078
0.0197	974.0	1948	0.0078
0.0197	975.0	1950	0.0078
0.0197	976.0	1952	0.0078
0.0197	977.0	1954	0.0078
0.0197	978.0	1956	0.0077
0.0197	979.0	1958	0.0077
0.0197	980.0	1960	0.0077
0.0197	981.0	1962	0.0077
0.0197	982.0	1964	0.0077
0.0197	983.0	1966	0.0077
0.0197	984.0	1968	0.0077
0.0197	985.0	1970	0.0077
0.0197	986.0	1972	0.0077
0.0197	987.0	1974	0.0077
0.0197	988.0	1976	0.0077
0.0197	989.0	1978	0.0077
0.0197	990.0	1980	0.0076
0.0197	991.0	1982	0.0076
0.0197	992.0	1984	0.0076
0.0197	993.0	1986	0.0076
0.0197	994.0	1988	0.0076
0.0197	995.0	1990	0.0076
0.0197	996.0	1992	0.0076
0.0197	997.0	1994	0.0076
0.0197	998.0	1996	0.0075
0.0197	999.0	1998	0.0075
0.0122	1000.0	2000	0.0075
0.0122	1001.0	2002	0.0075
0.0122	1002.0	2004	0.0075
0.0122	1003.0	2006	0.0075
0.0122	1004.0	2008	0.0075
0.0122	1005.0	2010	0.0075
0.0122	1006.0	2012	0.0075
0.0122	1007.0	2014	0.0076
0.0122	1008.0	2016	0.0076
0.0122	1009.0	2018	0.0076
0.0122	1010.0	2020	0.0075
0.0122	1011.0	2022	0.0075
0.0122	1012.0	2024	0.0076
0.0122	1013.0	2026	0.0075
0.0122	1014.0	2028	0.0075
0.0122	1015.0	2030	0.0075
0.0122	1016.0	2032	0.0075
0.0122	1017.0	2034	0.0075
0.0122	1018.0	2036	0.0075
0.0122	1019.0	2038	0.0075
0.0122	1020.0	2040	0.0075
0.0122	1021.0	2042	0.0075
0.0122	1022.0	2044	0.0075
0.0122	1023.0	2046	0.0074
0.0122	1024.0	2048	0.0074
0.0122	1025.0	2050	0.0074
0.0122	1026.0	2052	0.0074
0.0122	1027.0	2054	0.0074
0.0122	1028.0	2056	0.0074
0.0122	1029.0	2058	0.0075
0.0122	1030.0	2060	0.0074
0.0122	1031.0	2062	0.0074
0.0122	1032.0	2064	0.0074
0.0122	1033.0	2066	0.0074
0.0122	1034.0	2068	0.0074
0.0122	1035.0	2070	0.0073
0.0122	1036.0	2072	0.0073
0.0122	1037.0	2074	0.0073
0.0122	1038.0	2076	0.0074
0.0122	1039.0	2078	0.0074
0.0122	1040.0	2080	0.0074
0.0122	1041.0	2082	0.0074
0.0122	1042.0	2084	0.0074
0.0122	1043.0	2086	0.0074
0.0122	1044.0	2088	0.0074
0.0122	1045.0	2090	0.0073
0.0122	1046.0	2092	0.0073
0.0122	1047.0	2094	0.0073
0.0122	1048.0	2096	0.0074
0.0122	1049.0	2098	0.0075
0.0122	1050.0	2100	0.0076
0.0122	1051.0	2102	0.0075
0.0122	1052.0	2104	0.0075
0.0122	1053.0	2106	0.0074
0.0122	1054.0	2108	0.0073
0.0122	1055.0	2110	0.0073
0.0122	1056.0	2112	0.0073
0.0122	1057.0	2114	0.0073
0.0122	1058.0	2116	0.0073
0.0122	1059.0	2118	0.0073
0.0122	1060.0	2120	0.0072
0.0122	1061.0	2122	0.0072
0.0122	1062.0	2124	0.0072
0.0122	1063.0	2126	0.0072
0.0122	1064.0	2128	0.0072
0.0122	1065.0	2130	0.0072
0.0122	1066.0	2132	0.0072
0.0122	1067.0	2134	0.0072
0.0122	1068.0	2136	0.0072
0.0122	1069.0	2138	0.0071
0.0122	1070.0	2140	0.0071
0.0122	1071.0	2142	0.0071
0.0122	1072.0	2144	0.0071
0.0122	1073.0	2146	0.0071
0.0122	1074.0	2148	0.0071
0.0122	1075.0	2150	0.0071
0.0122	1076.0	2152	0.0071
0.0122	1077.0	2154	0.0071
0.0122	1078.0	2156	0.0071
0.0122	1079.0	2158	0.0071
0.0122	1080.0	2160	0.0071
0.0122	1081.0	2162	0.0071
0.0122	1082.0	2164	0.0070
0.0122	1083.0	2166	0.0070
0.0122	1084.0	2168	0.0070
0.0122	1085.0	2170	0.0071
0.0122	1086.0	2172	0.0071
0.0122	1087.0	2174	0.0070
0.0122	1088.0	2176	0.0070
0.0122	1089.0	2178	0.0070
0.0122	1090.0	2180	0.0070
0.0122	1091.0	2182	0.0070
0.0122	1092.0	2184	0.0070
0.0122	1093.0	2186	0.0070
0.0122	1094.0	2188	0.0070
0.0122	1095.0	2190	0.0070
0.0122	1096.0	2192	0.0070
0.0122	1097.0	2194	0.0070
0.0122	1098.0	2196	0.0070
0.0122	1099.0	2198	0.0070
0.0122	1100.0	2200	0.0070
0.0122	1101.0	2202	0.0070
0.0122	1102.0	2204	0.0070
0.0122	1103.0	2206	0.0070
0.0122	1104.0	2208	0.0069
0.0122	1105.0	2210	0.0069
0.0122	1106.0	2212	0.0070
0.0122	1107.0	2214	0.0070
0.0122	1108.0	2216	0.0070
0.0122	1109.0	2218	0.0070
0.0122	1110.0	2220	0.0069
0.0122	1111.0	2222	0.0069
0.0122	1112.0	2224	0.0069
0.0122	1113.0	2226	0.0069
0.0122	1114.0	2228	0.0069
0.0122	1115.0	2230	0.0069
0.0122	1116.0	2232	0.0069
0.0122	1117.0	2234	0.0069
0.0122	1118.0	2236	0.0069
0.0122	1119.0	2238	0.0069
0.0122	1120.0	2240	0.0069
0.0122	1121.0	2242	0.0069
0.0122	1122.0	2244	0.0069
0.0122	1123.0	2246	0.0069
0.0122	1124.0	2248	0.0069
0.0122	1125.0	2250	0.0069
0.0122	1126.0	2252	0.0069
0.0122	1127.0	2254	0.0069
0.0122	1128.0	2256	0.0069
0.0122	1129.0	2258	0.0068
0.0122	1130.0	2260	0.0068
0.0122	1131.0	2262	0.0068
0.0122	1132.0	2264	0.0068
0.0122	1133.0	2266	0.0068
0.0122	1134.0	2268	0.0068
0.0122	1135.0	2270	0.0068
0.0122	1136.0	2272	0.0068
0.0122	1137.0	2274	0.0068
0.0122	1138.0	2276	0.0067
0.0122	1139.0	2278	0.0069
0.0122	1140.0	2280	0.0068
0.0122	1141.0	2282	0.0068
0.0122	1142.0	2284	0.0067
0.0122	1143.0	2286	0.0067
0.0122	1144.0	2288	0.0067
0.0122	1145.0	2290	0.0067
0.0122	1146.0	2292	0.0067
0.0122	1147.0	2294	0.0067
0.0122	1148.0	2296	0.0067
0.0122	1149.0	2298	0.0067
0.0122	1150.0	2300	0.0067
0.0122	1151.0	2302	0.0067
0.0122	1152.0	2304	0.0067
0.0122	1153.0	2306	0.0067
0.0122	1154.0	2308	0.0067
0.0122	1155.0	2310	0.0067
0.0122	1156.0	2312	0.0067
0.0122	1157.0	2314	0.0067
0.0122	1158.0	2316	0.0067
0.0122	1159.0	2318	0.0067
0.0122	1160.0	2320	0.0067
0.0122	1161.0	2322	0.0066
0.0122	1162.0	2324	0.0066
0.0122	1163.0	2326	0.0066
0.0122	1164.0	2328	0.0066
0.0122	1165.0	2330	0.0066
0.0122	1166.0	2332	0.0066
0.0122	1167.0	2334	0.0066
0.0122	1168.0	2336	0.0066
0.0122	1169.0	2338	0.0066
0.0122	1170.0	2340	0.0066
0.0122	1171.0	2342	0.0066
0.0122	1172.0	2344	0.0066
0.0122	1173.0	2346	0.0066
0.0122	1174.0	2348	0.0066
0.0122	1175.0	2350	0.0066
0.0122	1176.0	2352	0.0066
0.0122	1177.0	2354	0.0066
0.0122	1178.0	2356	0.0066
0.0122	1179.0	2358	0.0065
0.0122	1180.0	2360	0.0065
0.0122	1181.0	2362	0.0065
0.0122	1182.0	2364	0.0065
0.0122	1183.0	2366	0.0065
0.0122	1184.0	2368	0.0065
0.0122	1185.0	2370	0.0065
0.0122	1186.0	2372	0.0065
0.0122	1187.0	2374	0.0065
0.0122	1188.0	2376	0.0065
0.0122	1189.0	2378	0.0065
0.0122	1190.0	2380	0.0065
0.0122	1191.0	2382	0.0065
0.0122	1192.0	2384	0.0065
0.0122	1193.0	2386	0.0065
0.0122	1194.0	2388	0.0065
0.0122	1195.0	2390	0.0065
0.0122	1196.0	2392	0.0065
0.0122	1197.0	2394	0.0065
0.0122	1198.0	2396	0.0064
0.0122	1199.0	2398	0.0064
0.0122	1200.0	2400	0.0065
0.0122	1201.0	2402	0.0065
0.0122	1202.0	2404	0.0065
0.0122	1203.0	2406	0.0065
0.0122	1204.0	2408	0.0064
0.0122	1205.0	2410	0.0064
0.0122	1206.0	2412	0.0064
0.0122	1207.0	2414	0.0064
0.0122	1208.0	2416	0.0064
0.0122	1209.0	2418	0.0064
0.0122	1210.0	2420	0.0064
0.0122	1211.0	2422	0.0064
0.0122	1212.0	2424	0.0064
0.0122	1213.0	2426	0.0064
0.0122	1214.0	2428	0.0064
0.0122	1215.0	2430	0.0064
0.0122	1216.0	2432	0.0064
0.0122	1217.0	2434	0.0064
0.0122	1218.0	2436	0.0064
0.0122	1219.0	2438	0.0064
0.0122	1220.0	2440	0.0064
0.0122	1221.0	2442	0.0064
0.0122	1222.0	2444	0.0063
0.0122	1223.0	2446	0.0063
0.0122	1224.0	2448	0.0063
0.0122	1225.0	2450	0.0063
0.0122	1226.0	2452	0.0063
0.0122	1227.0	2454	0.0063
0.0122	1228.0	2456	0.0063
0.0122	1229.0	2458	0.0063
0.0122	1230.0	2460	0.0063
0.0122	1231.0	2462	0.0063
0.0122	1232.0	2464	0.0063
0.0122	1233.0	2466	0.0063
0.0122	1234.0	2468	0.0063
0.0122	1235.0	2470	0.0063
0.0122	1236.0	2472	0.0063
0.0122	1237.0	2474	0.0063
0.0122	1238.0	2476	0.0063
0.0122	1239.0	2478	0.0063
0.0122	1240.0	2480	0.0063
0.0122	1241.0	2482	0.0063
0.0122	1242.0	2484	0.0063
0.0122	1243.0	2486	0.0063
0.0122	1244.0	2488	0.0063
0.0122	1245.0	2490	0.0063
0.0122	1246.0	2492	0.0063
0.0122	1247.0	2494	0.0063
0.0122	1248.0	2496	0.0063
0.0122	1249.0	2498	0.0063
0.0091	1250.0	2500	0.0063
0.0091	1251.0	2502	0.0063
0.0091	1252.0	2504	0.0064
0.0091	1253.0	2506	0.0063
0.0091	1254.0	2508	0.0063
0.0091	1255.0	2510	0.0063
0.0091	1256.0	2512	0.0063
0.0091	1257.0	2514	0.0063
0.0091	1258.0	2516	0.0062
0.0091	1259.0	2518	0.0062
0.0091	1260.0	2520	0.0062
0.0091	1261.0	2522	0.0062
0.0091	1262.0	2524	0.0062
0.0091	1263.0	2526	0.0062
0.0091	1264.0	2528	0.0062
0.0091	1265.0	2530	0.0062
0.0091	1266.0	2532	0.0062
0.0091	1267.0	2534	0.0062
0.0091	1268.0	2536	0.0062
0.0091	1269.0	2538	0.0062
0.0091	1270.0	2540	0.0062
0.0091	1271.0	2542	0.0062
0.0091	1272.0	2544	0.0062
0.0091	1273.0	2546	0.0062
0.0091	1274.0	2548	0.0062
0.0091	1275.0	2550	0.0062
0.0091	1276.0	2552	0.0062
0.0091	1277.0	2554	0.0062
0.0091	1278.0	2556	0.0062
0.0091	1279.0	2558	0.0062
0.0091	1280.0	2560	0.0062
0.0091	1281.0	2562	0.0062
0.0091	1282.0	2564	0.0062
0.0091	1283.0	2566	0.0062
0.0091	1284.0	2568	0.0061
0.0091	1285.0	2570	0.0061
0.0091	1286.0	2572	0.0061
0.0091	1287.0	2574	0.0061
0.0091	1288.0	2576	0.0061
0.0091	1289.0	2578	0.0061
0.0091	1290.0	2580	0.0061
0.0091	1291.0	2582	0.0061
0.0091	1292.0	2584	0.0061
0.0091	1293.0	2586	0.0061
0.0091	1294.0	2588	0.0061
0.0091	1295.0	2590	0.0061
0.0091	1296.0	2592	0.0061
0.0091	1297.0	2594	0.0061
0.0091	1298.0	2596	0.0061
0.0091	1299.0	2598	0.0061
0.0091	1300.0	2600	0.0061
0.0091	1301.0	2602	0.0061
0.0091	1302.0	2604	0.0061
0.0091	1303.0	2606	0.0061
0.0091	1304.0	2608	0.0061
0.0091	1305.0	2610	0.0061
0.0091	1306.0	2612	0.0061
0.0091	1307.0	2614	0.0061
0.0091	1308.0	2616	0.0060
0.0091	1309.0	2618	0.0060
0.0091	1310.0	2620	0.0060
0.0091	1311.0	2622	0.0060
0.0091	1312.0	2624	0.0060
0.0091	1313.0	2626	0.0060
0.0091	1314.0	2628	0.0060
0.0091	1315.0	2630	0.0060
0.0091	1316.0	2632	0.0060
0.0091	1317.0	2634	0.0060
0.0091	1318.0	2636	0.0060
0.0091	1319.0	2638	0.0060
0.0091	1320.0	2640	0.0060
0.0091	1321.0	2642	0.0060
0.0091	1322.0	2644	0.0060
0.0091	1323.0	2646	0.0060
0.0091	1324.0	2648	0.0060
0.0091	1325.0	2650	0.0060
0.0091	1326.0	2652	0.0060
0.0091	1327.0	2654	0.0060
0.0091	1328.0	2656	0.0060
0.0091	1329.0	2658	0.0060
0.0091	1330.0	2660	0.0060
0.0091	1331.0	2662	0.0060
0.0091	1332.0	2664	0.0060
0.0091	1333.0	2666	0.0060
0.0091	1334.0	2668	0.0060
0.0091	1335.0	2670	0.0060
0.0091	1336.0	2672	0.0060
0.0091	1337.0	2674	0.0060
0.0091	1338.0	2676	0.0060
0.0091	1339.0	2678	0.0060
0.0091	1340.0	2680	0.0060
0.0091	1341.0	2682	0.0060
0.0091	1342.0	2684	0.0060
0.0091	1343.0	2686	0.0060
0.0091	1344.0	2688	0.0059
0.0091	1345.0	2690	0.0059
0.0091	1346.0	2692	0.0059
0.0091	1347.0	2694	0.0059
0.0091	1348.0	2696	0.0060
0.0091	1349.0	2698	0.0060
0.0091	1350.0	2700	0.0060
0.0091	1351.0	2702	0.0059
0.0091	1352.0	2704	0.0059
0.0091	1353.0	2706	0.0059
0.0091	1354.0	2708	0.0059
0.0091	1355.0	2710	0.0059
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0.0091	1357.0	2714	0.0059
0.0091	1358.0	2716	0.0059
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0.0091	1360.0	2720	0.0059
0.0091	1361.0	2722	0.0059
0.0091	1362.0	2724	0.0059
0.0091	1363.0	2726	0.0059
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0.0091	1369.0	2738	0.0059
0.0091	1370.0	2740	0.0059
0.0091	1371.0	2742	0.0059
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0.0091	1377.0	2754	0.0058
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0.0091	1398.0	2796	0.0058
0.0091	1399.0	2798	0.0058
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0.0066	1848.0	3696	0.0050
0.0066	1849.0	3698	0.0050
0.0066	1850.0	3700	0.0050
0.0066	1851.0	3702	0.0050
0.0066	1852.0	3704	0.0050
0.0066	1853.0	3706	0.0050
0.0066	1854.0	3708	0.0050
0.0066	1855.0	3710	0.0050
0.0066	1856.0	3712	0.0050
0.0066	1857.0	3714	0.0050
0.0066	1858.0	3716	0.0050
0.0066	1859.0	3718	0.0050
0.0066	1860.0	3720	0.0050
0.0066	1861.0	3722	0.0050
0.0066	1862.0	3724	0.0049
0.0066	1863.0	3726	0.0049
0.0066	1864.0	3728	0.0049
0.0066	1865.0	3730	0.0049
0.0066	1866.0	3732	0.0050
0.0066	1867.0	3734	0.0050
0.0066	1868.0	3736	0.0050
0.0066	1869.0	3738	0.0050
0.0066	1870.0	3740	0.0049
0.0066	1871.0	3742	0.0049
0.0066	1872.0	3744	0.0049
0.0066	1873.0	3746	0.0049
0.0066	1874.0	3748	0.0049
0.0066	1875.0	3750	0.0049
0.0066	1876.0	3752	0.0049
0.0066	1877.0	3754	0.0049
0.0066	1878.0	3756	0.0049
0.0066	1879.0	3758	0.0049
0.0066	1880.0	3760	0.0049
0.0066	1881.0	3762	0.0049
0.0066	1882.0	3764	0.0049
0.0066	1883.0	3766	0.0049
0.0066	1884.0	3768	0.0049
0.0066	1885.0	3770	0.0049
0.0066	1886.0	3772	0.0049
0.0066	1887.0	3774	0.0049
0.0066	1888.0	3776	0.0049
0.0066	1889.0	3778	0.0049
0.0066	1890.0	3780	0.0049
0.0066	1891.0	3782	0.0049
0.0066	1892.0	3784	0.0049
0.0066	1893.0	3786	0.0049
0.0066	1894.0	3788	0.0049
0.0066	1895.0	3790	0.0049
0.0066	1896.0	3792	0.0049
0.0066	1897.0	3794	0.0049
0.0066	1898.0	3796	0.0049
0.0066	1899.0	3798	0.0049
0.0066	1900.0	3800	0.0049
0.0066	1901.0	3802	0.0049
0.0066	1902.0	3804	0.0049
0.0066	1903.0	3806	0.0049
0.0066	1904.0	3808	0.0049
0.0066	1905.0	3810	0.0049
0.0066	1906.0	3812	0.0049
0.0066	1907.0	3814	0.0049
0.0066	1908.0	3816	0.0049
0.0066	1909.0	3818	0.0049
0.0066	1910.0	3820	0.0049
0.0066	1911.0	3822	0.0049
0.0066	1912.0	3824	0.0049
0.0066	1913.0	3826	0.0049
0.0066	1914.0	3828	0.0049
0.0066	1915.0	3830	0.0049
0.0066	1916.0	3832	0.0049
0.0066	1917.0	3834	0.0049
0.0066	1918.0	3836	0.0049
0.0066	1919.0	3838	0.0049
0.0066	1920.0	3840	0.0049
0.0066	1921.0	3842	0.0049
0.0066	1922.0	3844	0.0049
0.0066	1923.0	3846	0.0049
0.0066	1924.0	3848	0.0049
0.0066	1925.0	3850	0.0049
0.0066	1926.0	3852	0.0049
0.0066	1927.0	3854	0.0049
0.0066	1928.0	3856	0.0049
0.0066	1929.0	3858	0.0049
0.0066	1930.0	3860	0.0049
0.0066	1931.0	3862	0.0049
0.0066	1932.0	3864	0.0049
0.0066	1933.0	3866	0.0049
0.0066	1934.0	3868	0.0049
0.0066	1935.0	3870	0.0049
0.0066	1936.0	3872	0.0049
0.0066	1937.0	3874	0.0049
0.0066	1938.0	3876	0.0049
0.0066	1939.0	3878	0.0049
0.0066	1940.0	3880	0.0049
0.0066	1941.0	3882	0.0049
0.0066	1942.0	3884	0.0049
0.0066	1943.0	3886	0.0049
0.0066	1944.0	3888	0.0049
0.0066	1945.0	3890	0.0049
0.0066	1946.0	3892	0.0049
0.0066	1947.0	3894	0.0049
0.0066	1948.0	3896	0.0049
0.0066	1949.0	3898	0.0049
0.0066	1950.0	3900	0.0049
0.0066	1951.0	3902	0.0049
0.0066	1952.0	3904	0.0049
0.0066	1953.0	3906	0.0049
0.0066	1954.0	3908	0.0049
0.0066	1955.0	3910	0.0049
0.0066	1956.0	3912	0.0049
0.0066	1957.0	3914	0.0049
0.0066	1958.0	3916	0.0049
0.0066	1959.0	3918	0.0049
0.0066	1960.0	3920	0.0049
0.0066	1961.0	3922	0.0049
0.0066	1962.0	3924	0.0049
0.0066	1963.0	3926	0.0049
0.0066	1964.0	3928	0.0049
0.0066	1965.0	3930	0.0049
0.0066	1966.0	3932	0.0049
0.0066	1967.0	3934	0.0049
0.0066	1968.0	3936	0.0048
0.0066	1969.0	3938	0.0048
0.0066	1970.0	3940	0.0048
0.0066	1971.0	3942	0.0048
0.0066	1972.0	3944	0.0048
0.0066	1973.0	3946	0.0048
0.0066	1974.0	3948	0.0048
0.0066	1975.0	3950	0.0048
0.0066	1976.0	3952	0.0048
0.0066	1977.0	3954	0.0048
0.0066	1978.0	3956	0.0048
0.0066	1979.0	3958	0.0048
0.0066	1980.0	3960	0.0048
0.0066	1981.0	3962	0.0048
0.0066	1982.0	3964	0.0048
0.0066	1983.0	3966	0.0048
0.0066	1984.0	3968	0.0048
0.0066	1985.0	3970	0.0048
0.0066	1986.0	3972	0.0048
0.0066	1987.0	3974	0.0048
0.0066	1988.0	3976	0.0048
0.0066	1989.0	3978	0.0048
0.0066	1990.0	3980	0.0048
0.0066	1991.0	3982	0.0048
0.0066	1992.0	3984	0.0048
0.0066	1993.0	3986	0.0048
0.0066	1994.0	3988	0.0048
0.0066	1995.0	3990	0.0048
0.0066	1996.0	3992	0.0048
0.0066	1997.0	3994	0.0048
0.0066	1998.0	3996	0.0048
0.0066	1999.0	3998	0.0048
0.0059	2000.0	4000	0.0048
0.0059	2001.0	4002	0.0048
0.0059	2002.0	4004	0.0048
0.0059	2003.0	4006	0.0048
0.0059	2004.0	4008	0.0048
0.0059	2005.0	4010	0.0048
0.0059	2006.0	4012	0.0048
0.0059	2007.0	4014	0.0048
0.0059	2008.0	4016	0.0048
0.0059	2009.0	4018	0.0048
0.0059	2010.0	4020	0.0048
0.0059	2011.0	4022	0.0048
0.0059	2012.0	4024	0.0048
0.0059	2013.0	4026	0.0048
0.0059	2014.0	4028	0.0048
0.0059	2015.0	4030	0.0048
0.0059	2016.0	4032	0.0048
0.0059	2017.0	4034	0.0048
0.0059	2018.0	4036	0.0048
0.0059	2019.0	4038	0.0048
0.0059	2020.0	4040	0.0048
0.0059	2021.0	4042	0.0048
0.0059	2022.0	4044	0.0048
0.0059	2023.0	4046	0.0048
0.0059	2024.0	4048	0.0048
0.0059	2025.0	4050	0.0048
0.0059	2026.0	4052	0.0048
0.0059	2027.0	4054	0.0048
0.0059	2028.0	4056	0.0048
0.0059	2029.0	4058	0.0048
0.0059	2030.0	4060	0.0048
0.0059	2031.0	4062	0.0048
0.0059	2032.0	4064	0.0048
0.0059	2033.0	4066	0.0048
0.0059	2034.0	4068	0.0048
0.0059	2035.0	4070	0.0048
0.0059	2036.0	4072	0.0048
0.0059	2037.0	4074	0.0048
0.0059	2038.0	4076	0.0048
0.0059	2039.0	4078	0.0048
0.0059	2040.0	4080	0.0048
0.0059	2041.0	4082	0.0048
0.0059	2042.0	4084	0.0048
0.0059	2043.0	4086	0.0048
0.0059	2044.0	4088	0.0048
0.0059	2045.0	4090	0.0048
0.0059	2046.0	4092	0.0048
0.0059	2047.0	4094	0.0048
0.0059	2048.0	4096	0.0048
0.0059	2049.0	4098	0.0048
0.0059	2050.0	4100	0.0048
0.0059	2051.0	4102	0.0048
0.0059	2052.0	4104	0.0048
0.0059	2053.0	4106	0.0048
0.0059	2054.0	4108	0.0048
0.0059	2055.0	4110	0.0048
0.0059	2056.0	4112	0.0048
0.0059	2057.0	4114	0.0048
0.0059	2058.0	4116	0.0048
0.0059	2059.0	4118	0.0048
0.0059	2060.0	4120	0.0048
0.0059	2061.0	4122	0.0048
0.0059	2062.0	4124	0.0048
0.0059	2063.0	4126	0.0048
0.0059	2064.0	4128	0.0048
0.0059	2065.0	4130	0.0048
0.0059	2066.0	4132	0.0048
0.0059	2067.0	4134	0.0048
0.0059	2068.0	4136	0.0048
0.0059	2069.0	4138	0.0048
0.0059	2070.0	4140	0.0048
0.0059	2071.0	4142	0.0048
0.0059	2072.0	4144	0.0048
0.0059	2073.0	4146	0.0048
0.0059	2074.0	4148	0.0048
0.0059	2075.0	4150	0.0048
0.0059	2076.0	4152	0.0048
0.0059	2077.0	4154	0.0048
0.0059	2078.0	4156	0.0048
0.0059	2079.0	4158	0.0048
0.0059	2080.0	4160	0.0048
0.0059	2081.0	4162	0.0048
0.0059	2082.0	4164	0.0048
0.0059	2083.0	4166	0.0048
0.0059	2084.0	4168	0.0048
0.0059	2085.0	4170	0.0048
0.0059	2086.0	4172	0.0048
0.0059	2087.0	4174	0.0048
0.0059	2088.0	4176	0.0048
0.0059	2089.0	4178	0.0048
0.0059	2090.0	4180	0.0048
0.0059	2091.0	4182	0.0048
0.0059	2092.0	4184	0.0048
0.0059	2093.0	4186	0.0048
0.0059	2094.0	4188	0.0048
0.0059	2095.0	4190	0.0047
0.0059	2096.0	4192	0.0047
0.0059	2097.0	4194	0.0047
0.0059	2098.0	4196	0.0047
0.0059	2099.0	4198	0.0047
0.0059	2100.0	4200	0.0047
0.0059	2101.0	4202	0.0047
0.0059	2102.0	4204	0.0047
0.0059	2103.0	4206	0.0047
0.0059	2104.0	4208	0.0047
0.0059	2105.0	4210	0.0047
0.0059	2106.0	4212	0.0047
0.0059	2107.0	4214	0.0047
0.0059	2108.0	4216	0.0047
0.0059	2109.0	4218	0.0047
0.0059	2110.0	4220	0.0047
0.0059	2111.0	4222	0.0047
0.0059	2112.0	4224	0.0047
0.0059	2113.0	4226	0.0047
0.0059	2114.0	4228	0.0047
0.0059	2115.0	4230	0.0047
0.0059	2116.0	4232	0.0047
0.0059	2117.0	4234	0.0047
0.0059	2118.0	4236	0.0047
0.0059	2119.0	4238	0.0047
0.0059	2120.0	4240	0.0047
0.0059	2121.0	4242	0.0047
0.0059	2122.0	4244	0.0047
0.0059	2123.0	4246	0.0047
0.0059	2124.0	4248	0.0047
0.0059	2125.0	4250	0.0047
0.0059	2126.0	4252	0.0047
0.0059	2127.0	4254	0.0047
0.0059	2128.0	4256	0.0047
0.0059	2129.0	4258	0.0047
0.0059	2130.0	4260	0.0047
0.0059	2131.0	4262	0.0047
0.0059	2132.0	4264	0.0047
0.0059	2133.0	4266	0.0047
0.0059	2134.0	4268	0.0047
0.0059	2135.0	4270	0.0047
0.0059	2136.0	4272	0.0047
0.0059	2137.0	4274	0.0047
0.0059	2138.0	4276	0.0047
0.0059	2139.0	4278	0.0047
0.0059	2140.0	4280	0.0047
0.0059	2141.0	4282	0.0047
0.0059	2142.0	4284	0.0047
0.0059	2143.0	4286	0.0047
0.0059	2144.0	4288	0.0047
0.0059	2145.0	4290	0.0047
0.0059	2146.0	4292	0.0047
0.0059	2147.0	4294	0.0047
0.0059	2148.0	4296	0.0047
0.0059	2149.0	4298	0.0047
0.0059	2150.0	4300	0.0047
0.0059	2151.0	4302	0.0047
0.0059	2152.0	4304	0.0047
0.0059	2153.0	4306	0.0047
0.0059	2154.0	4308	0.0047
0.0059	2155.0	4310	0.0047
0.0059	2156.0	4312	0.0047
0.0059	2157.0	4314	0.0047
0.0059	2158.0	4316	0.0047
0.0059	2159.0	4318	0.0047
0.0059	2160.0	4320	0.0047
0.0059	2161.0	4322	0.0047
0.0059	2162.0	4324	0.0047
0.0059	2163.0	4326	0.0047
0.0059	2164.0	4328	0.0047
0.0059	2165.0	4330	0.0047
0.0059	2166.0	4332	0.0047
0.0059	2167.0	4334	0.0047
0.0059	2168.0	4336	0.0047
0.0059	2169.0	4338	0.0047
0.0059	2170.0	4340	0.0047
0.0059	2171.0	4342	0.0047
0.0059	2172.0	4344	0.0047
0.0059	2173.0	4346	0.0047
0.0059	2174.0	4348	0.0047
0.0059	2175.0	4350	0.0047
0.0059	2176.0	4352	0.0047
0.0059	2177.0	4354	0.0047
0.0059	2178.0	4356	0.0047
0.0059	2179.0	4358	0.0047
0.0059	2180.0	4360	0.0047
0.0059	2181.0	4362	0.0047
0.0059	2182.0	4364	0.0047
0.0059	2183.0	4366	0.0047
0.0059	2184.0	4368	0.0047
0.0059	2185.0	4370	0.0047
0.0059	2186.0	4372	0.0047
0.0059	2187.0	4374	0.0047
0.0059	2188.0	4376	0.0047
0.0059	2189.0	4378	0.0047
0.0059	2190.0	4380	0.0047
0.0059	2191.0	4382	0.0047
0.0059	2192.0	4384	0.0047
0.0059	2193.0	4386	0.0047
0.0059	2194.0	4388	0.0047
0.0059	2195.0	4390	0.0047
0.0059	2196.0	4392	0.0047
0.0059	2197.0	4394	0.0047
0.0059	2198.0	4396	0.0047
0.0059	2199.0	4398	0.0047
0.0059	2200.0	4400	0.0047
0.0059	2201.0	4402	0.0047
0.0059	2202.0	4404	0.0047
0.0059	2203.0	4406	0.0047
0.0059	2204.0	4408	0.0047
0.0059	2205.0	4410	0.0047
0.0059	2206.0	4412	0.0047
0.0059	2207.0	4414	0.0047
0.0059	2208.0	4416	0.0047
0.0059	2209.0	4418	0.0047
0.0059	2210.0	4420	0.0047
0.0059	2211.0	4422	0.0047
0.0059	2212.0	4424	0.0047
0.0059	2213.0	4426	0.0047
0.0059	2214.0	4428	0.0047
0.0059	2215.0	4430	0.0047
0.0059	2216.0	4432	0.0047
0.0059	2217.0	4434	0.0047
0.0059	2218.0	4436	0.0047
0.0059	2219.0	4438	0.0047
0.0059	2220.0	4440	0.0047
0.0059	2221.0	4442	0.0047
0.0059	2222.0	4444	0.0047
0.0059	2223.0	4446	0.0047
0.0059	2224.0	4448	0.0047
0.0059	2225.0	4450	0.0047
0.0059	2226.0	4452	0.0047
0.0059	2227.0	4454	0.0047
0.0059	2228.0	4456	0.0047
0.0059	2229.0	4458	0.0047
0.0059	2230.0	4460	0.0047
0.0059	2231.0	4462	0.0047
0.0059	2232.0	4464	0.0047
0.0059	2233.0	4466	0.0047
0.0059	2234.0	4468	0.0047
0.0059	2235.0	4470	0.0047
0.0059	2236.0	4472	0.0047
0.0059	2237.0	4474	0.0047
0.0059	2238.0	4476	0.0047
0.0059	2239.0	4478	0.0047
0.0059	2240.0	4480	0.0047
0.0059	2241.0	4482	0.0047
0.0059	2242.0	4484	0.0047
0.0059	2243.0	4486	0.0047
0.0059	2244.0	4488	0.0047
0.0059	2245.0	4490	0.0047
0.0059	2246.0	4492	0.0047
0.0059	2247.0	4494	0.0047
0.0059	2248.0	4496	0.0047
0.0059	2249.0	4498	0.0047
0.0055	2250.0	4500	0.0047
0.0055	2251.0	4502	0.0047
0.0055	2252.0	4504	0.0047
0.0055	2253.0	4506	0.0047
0.0055	2254.0	4508	0.0047
0.0055	2255.0	4510	0.0047
0.0055	2256.0	4512	0.0047
0.0055	2257.0	4514	0.0047
0.0055	2258.0	4516	0.0047
0.0055	2259.0	4518	0.0047
0.0055	2260.0	4520	0.0047
0.0055	2261.0	4522	0.0047
0.0055	2262.0	4524	0.0047
0.0055	2263.0	4526	0.0047
0.0055	2264.0	4528	0.0047
0.0055	2265.0	4530	0.0047
0.0055	2266.0	4532	0.0047
0.0055	2267.0	4534	0.0046
0.0055	2268.0	4536	0.0046
0.0055	2269.0	4538	0.0046
0.0055	2270.0	4540	0.0046
0.0055	2271.0	4542	0.0046
0.0055	2272.0	4544	0.0046
0.0055	2273.0	4546	0.0046
0.0055	2274.0	4548	0.0046
0.0055	2275.0	4550	0.0046
0.0055	2276.0	4552	0.0046
0.0055	2277.0	4554	0.0046
0.0055	2278.0	4556	0.0046
0.0055	2279.0	4558	0.0046
0.0055	2280.0	4560	0.0046
0.0055	2281.0	4562	0.0046
0.0055	2282.0	4564	0.0046
0.0055	2283.0	4566	0.0046
0.0055	2284.0	4568	0.0046
0.0055	2285.0	4570	0.0046
0.0055	2286.0	4572	0.0046
0.0055	2287.0	4574	0.0046
0.0055	2288.0	4576	0.0046
0.0055	2289.0	4578	0.0046
0.0055	2290.0	4580	0.0046
0.0055	2291.0	4582	0.0046
0.0055	2292.0	4584	0.0046
0.0055	2293.0	4586	0.0046
0.0055	2294.0	4588	0.0046
0.0055	2295.0	4590	0.0046
0.0055	2296.0	4592	0.0046
0.0055	2297.0	4594	0.0046
0.0055	2298.0	4596	0.0046
0.0055	2299.0	4598	0.0046
0.0055	2300.0	4600	0.0046
0.0055	2301.0	4602	0.0046
0.0055	2302.0	4604	0.0046
0.0055	2303.0	4606	0.0046
0.0055	2304.0	4608	0.0046
0.0055	2305.0	4610	0.0046
0.0055	2306.0	4612	0.0046
0.0055	2307.0	4614	0.0046
0.0055	2308.0	4616	0.0046
0.0055	2309.0	4618	0.0046
0.0055	2310.0	4620	0.0046
0.0055	2311.0	4622	0.0046
0.0055	2312.0	4624	0.0046
0.0055	2313.0	4626	0.0046
0.0055	2314.0	4628	0.0046
0.0055	2315.0	4630	0.0046
0.0055	2316.0	4632	0.0046
0.0055	2317.0	4634	0.0046
0.0055	2318.0	4636	0.0046
0.0055	2319.0	4638	0.0046
0.0055	2320.0	4640	0.0046
0.0055	2321.0	4642	0.0046
0.0055	2322.0	4644	0.0046
0.0055	2323.0	4646	0.0046
0.0055	2324.0	4648	0.0046
0.0055	2325.0	4650	0.0046
0.0055	2326.0	4652	0.0046
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0.0055	2328.0	4656	0.0046
0.0055	2329.0	4658	0.0046
0.0055	2330.0	4660	0.0046
0.0055	2331.0	4662	0.0046
0.0055	2332.0	4664	0.0046
0.0055	2333.0	4666	0.0046
0.0055	2334.0	4668	0.0046
0.0055	2335.0	4670	0.0046
0.0055	2336.0	4672	0.0046
0.0055	2337.0	4674	0.0046
0.0055	2338.0	4676	0.0046
0.0055	2339.0	4678	0.0046
0.0055	2340.0	4680	0.0046
0.0055	2341.0	4682	0.0046
0.0055	2342.0	4684	0.0046
0.0055	2343.0	4686	0.0046
0.0055	2344.0	4688	0.0046
0.0055	2345.0	4690	0.0046
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0.0055	2351.0	4702	0.0046
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0.0055	2358.0	4716	0.0046
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0.0055	2360.0	4720	0.0046
0.0055	2361.0	4722	0.0046
0.0055	2362.0	4724	0.0046
0.0055	2363.0	4726	0.0046
0.0055	2364.0	4728	0.0046
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0.0055	2370.0	4740	0.0046
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0.0055	2374.0	4748	0.0046
0.0055	2375.0	4750	0.0046
0.0055	2376.0	4752	0.0046
0.0055	2377.0	4754	0.0046
0.0055	2378.0	4756	0.0046
0.0055	2379.0	4758	0.0046
0.0055	2380.0	4760	0.0046
0.0055	2381.0	4762	0.0046
0.0055	2382.0	4764	0.0046
0.0055	2383.0	4766	0.0046
0.0055	2384.0	4768	0.0046
0.0055	2385.0	4770	0.0046
0.0055	2386.0	4772	0.0046
0.0055	2387.0	4774	0.0046
0.0055	2388.0	4776	0.0046
0.0055	2389.0	4778	0.0046
0.0055	2390.0	4780	0.0046
0.0055	2391.0	4782	0.0046
0.0055	2392.0	4784	0.0046
0.0055	2393.0	4786	0.0046
0.0055	2394.0	4788	0.0046
0.0055	2395.0	4790	0.0046
0.0055	2396.0	4792	0.0046
0.0055	2397.0	4794	0.0046
0.0055	2398.0	4796	0.0046
0.0055	2399.0	4798	0.0046
0.0055	2400.0	4800	0.0046
0.0055	2401.0	4802	0.0046
0.0055	2402.0	4804	0.0046
0.0055	2403.0	4806	0.0046
0.0055	2404.0	4808	0.0046
0.0055	2405.0	4810	0.0046
0.0055	2406.0	4812	0.0046
0.0055	2407.0	4814	0.0046
0.0055	2408.0	4816	0.0046
0.0055	2409.0	4818	0.0046
0.0055	2410.0	4820	0.0046
0.0055	2411.0	4822	0.0046
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0.0055	2424.0	4848	0.0046
0.0055	2425.0	4850	0.0046
0.0055	2426.0	4852	0.0046
0.0055	2427.0	4854	0.0046
0.0055	2428.0	4856	0.0046
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0.0055	2435.0	4870	0.0046
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0.0055	2439.0	4878	0.0046
0.0055	2440.0	4880	0.0046
0.0055	2441.0	4882	0.0046
0.0055	2442.0	4884	0.0046
0.0055	2443.0	4886	0.0046
0.0055	2444.0	4888	0.0046
0.0055	2445.0	4890	0.0046
0.0055	2446.0	4892	0.0046
0.0055	2447.0	4894	0.0046
0.0055	2448.0	4896	0.0046
0.0055	2449.0	4898	0.0046
0.0055	2450.0	4900	0.0046
0.0055	2451.0	4902	0.0046
0.0055	2452.0	4904	0.0046
0.0055	2453.0	4906	0.0046
0.0055	2454.0	4908	0.0046
0.0055	2455.0	4910	0.0046
0.0055	2456.0	4912	0.0046
0.0055	2457.0	4914	0.0046
0.0055	2458.0	4916	0.0046
0.0055	2459.0	4918	0.0046
0.0055	2460.0	4920	0.0046
0.0055	2461.0	4922	0.0046
0.0055	2462.0	4924	0.0046
0.0055	2463.0	4926	0.0046
0.0055	2464.0	4928	0.0046
0.0055	2465.0	4930	0.0046
0.0055	2466.0	4932	0.0046
0.0055	2467.0	4934	0.0046
0.0055	2468.0	4936	0.0046
0.0055	2469.0	4938	0.0046
0.0055	2470.0	4940	0.0046
0.0055	2471.0	4942	0.0046
0.0055	2472.0	4944	0.0046
0.0055	2473.0	4946	0.0046
0.0055	2474.0	4948	0.0046
0.0055	2475.0	4950	0.0046
0.0055	2476.0	4952	0.0046
0.0055	2477.0	4954	0.0046
0.0055	2478.0	4956	0.0046
0.0055	2479.0	4958	0.0046
0.0055	2480.0	4960	0.0046
0.0055	2481.0	4962	0.0046
0.0055	2482.0	4964	0.0046
0.0055	2483.0	4966	0.0046
0.0055	2484.0	4968	0.0046
0.0055	2485.0	4970	0.0046
0.0055	2486.0	4972	0.0046
0.0055	2487.0	4974	0.0046
0.0055	2488.0	4976	0.0046
0.0055	2489.0	4978	0.0046
0.0055	2490.0	4980	0.0046
0.0055	2491.0	4982	0.0046
0.0055	2492.0	4984	0.0046
0.0055	2493.0	4986	0.0046
0.0055	2494.0	4988	0.0046
0.0055	2495.0	4990	0.0046
0.0055	2496.0	4992	0.0046
0.0055	2497.0	4994	0.0046
0.0055	2498.0	4996	0.0046
0.0055	2499.0	4998	0.0046
0.0053	2500.0	5000	0.0046

Framework versions

• Transformers 4.41.2
• Pytorch 2.3.0+cu121
• Datasets 2.19.1
• Tokenizers 0.19.1