nkkbr/whisper-large-v3-zatoichi-ja-zatoichi-TEST-4-SUBTEST-1-EX-1-TRAIN_2_TO_26_EVAL_1_COSINE

Whisper Large v3 - Japanese Zatoichi ASR

This model is a fine-tuned version of openai/whisper-large-v3 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.4345
• Wer: 71.5713
• Cer: 20.6198

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: 1e-05
• train_batch_size: 16
• eval_batch_size: 8
• seed: 42
• optimizer: Use adamw_torch_fused with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• lr_scheduler_type: cosine
• lr_scheduler_warmup_ratio: 0.1
• num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss	Wer	Cer
1.5195	0.0015	1	1.2957	98.1381	39.1342
1.9265	0.0030	2	1.0740	95.7312	37.1406
1.2228	0.0045	3	1.0620	95.4587	36.7853
1.2535	0.0060	4	1.0538	94.8229	36.5090
1.4134	0.0075	5	1.0490	94.4142	36.1537
1.0752	0.0090	6	1.0450	93.6421	35.9432
1.1376	0.0105	7	1.0431	92.8701	36.3906
1.308	0.0120	8	1.0402	92.4160	36.1932
1.4538	0.0135	9	1.0337	92.1435	35.8116
1.3291	0.0149	10	1.0301	91.5077	35.4694
1.526	0.0164	11	1.0250	92.4614	34.9628
1.4679	0.0179	12	1.0124	90.0091	33.5417
1.1655	0.0194	13	1.0024	90.9173	34.0220
1.2556	0.0209	14	0.9948	88.9646	33.0351
1.4001	0.0224	15	0.9871	88.3742	32.8179
1.3354	0.0239	16	0.9725	87.7838	32.1271
1.2625	0.0254	17	0.9587	87.6930	31.8771
1.1584	0.0269	18	0.9470	88.0109	31.8245
1.0497	0.0284	19	0.9368	87.6930	31.8442
1.0198	0.0299	20	0.9279	91.1444	33.1206
1.6106	0.0314	21	0.9195	91.4623	33.1667
1.6144	0.0329	22	0.9094	89.3279	32.4166
1.3347	0.0344	23	0.8975	88.6467	32.1666
1.0763	0.0359	24	0.8865	90.6903	32.6469
1.353	0.0374	25	0.8753	99.0009	35.9037
1.09	0.0389	26	0.8661	93.4151	33.3377
1.0658	0.0404	27	0.8565	95.8674	36.2919
1.1243	0.0419	28	0.8476	95.1408	36.4300
1.0067	0.0433	29	0.8384	100.4087	39.5355
1.0787	0.0448	30	0.8292	98.0926	38.1933
0.8836	0.0463	31	0.8182	87.9201	34.6141
0.8261	0.0478	32	0.8072	87.4205	34.3575
0.81	0.0493	33	0.7974	88.8738	34.8839
1.0128	0.0508	34	0.7861	95.0500	37.9696
1.1235	0.0523	35	0.7749	94.7321	38.0551
0.9061	0.0538	36	0.7631	86.6485	31.7126
0.926	0.0553	37	0.7523	86.5123	31.5547
1.0021	0.0568	38	0.7430	86.6485	29.5743
0.9348	0.0583	39	0.7352	84.2416	28.4229
0.9193	0.0598	40	0.7276	84.2416	28.2650
1.3308	0.0613	41	0.7195	84.6503	27.7321
0.9019	0.0628	42	0.7119	85.1953	27.5084
0.8578	0.0643	43	0.7063	86.3760	27.8176
0.8287	0.0658	44	0.7052	86.9210	28.3242
0.8494	0.0673	45	0.7029	92.9155	30.1138
1.0878	0.0688	46	0.6977	94.9137	31.1534
0.8532	0.0703	47	0.6907	94.3233	31.0152
0.9455	0.0717	48	0.6841	96.7757	32.2258
1.0576	0.0732	49	0.6794	96.9573	32.1995
0.9614	0.0747	50	0.6752	99.0917	33.1140
1.1131	0.0762	51	0.6746	94.5504	31.5744
0.9509	0.0777	52	0.6724	93.8238	31.3705
0.6561	0.0792	53	0.6709	93.5967	30.8902
0.8056	0.0807	54	0.6650	91.9619	30.3967
0.6714	0.0822	55	0.6609	93.3697	30.2915
0.6236	0.0837	56	0.6542	92.8701	30.1204
0.5859	0.0852	57	0.6446	91.3261	29.7585
0.8503	0.0867	58	0.6393	84.4233	27.4360
1.0821	0.0882	59	0.6369	82.4705	27.4887
0.7128	0.0897	60	0.6347	86.3760	29.6598
0.8466	0.0912	61	0.6325	88.9192	30.1072
0.7984	0.0927	62	0.6339	84.9682	28.1137
0.8465	0.0942	63	0.6384	82.8792	27.3900
0.7866	0.0957	64	0.6431	83.2879	27.0215
1.0189	0.0972	65	0.6441	90.3270	29.8572
0.7015	0.0987	66	0.6422	91.4623	29.7783
0.8173	0.1001	67	0.6394	92.5976	30.1928
0.84	0.1016	68	0.6351	100.1362	32.8443
0.5959	0.1031	69	0.6317	103.5422	35.1668
0.7744	0.1046	70	0.6289	105.6767	35.2852
0.7987	0.1061	71	0.6285	109.8093	36.6866
0.7753	0.1076	72	0.6287	108.9010	35.8379
0.3928	0.1091	73	0.6259	102.6794	34.1075
0.7917	0.1106	74	0.6235	97.8202	32.4166
0.8546	0.1121	75	0.6222	94.9591	31.2915
0.5411	0.1136	76	0.6226	89.0100	29.1203
0.7804	0.1151	77	0.6242	89.9183	29.6401
0.6242	0.1166	78	0.6257	83.4242	27.3834
0.7028	0.1181	79	0.6268	80.6085	26.3307
0.7938	0.1196	80	0.6237	80.0182	26.0214
0.5469	0.1211	81	0.6239	82.3342	27.1005
0.8019	0.1226	82	0.6268	80.6085	26.6333
0.984	0.1241	83	0.6298	84.8320	27.3373
0.8089	0.1256	84	0.6310	83.3333	26.6662
0.4892	0.1271	85	0.6249	83.6966	26.6662
0.6051	0.1286	86	0.6221	90.5086	28.9953
0.7838	0.1300	87	0.6163	94.8229	30.0809
0.7568	0.1315	88	0.6149	90.8719	29.5151
0.8948	0.1330	89	0.6135	95.7766	32.3442
0.6147	0.1345	90	0.6127	88.1471	32.2587
0.8055	0.1360	91	0.6121	87.9655	32.1732
0.9104	0.1375	92	0.6115	88.4650	28.8374
0.9169	0.1390	93	0.6113	87.2389	28.1926
0.623	0.1405	94	0.6133	86.8302	27.5742
0.8382	0.1420	95	0.6168	84.8320	27.2189
0.5281	0.1435	96	0.6177	84.6957	26.7254
0.7849	0.1450	97	0.6163	82.7884	26.2057
0.7794	0.1465	98	0.6160	81.8347	26.0149
0.6869	0.1480	99	0.6144	80.8356	25.2517
0.8741	0.1495	100	0.6133	79.6549	25.1924
0.5668	0.1510	101	0.6166	79.9273	25.8372
0.8926	0.1525	102	0.6206	80.1544	25.9688
0.8111	0.1540	103	0.6151	76.6576	25.1069
0.8181	0.1555	104	0.6091	79.2461	25.5938
1.1923	0.1570	105	0.6068	79.7003	26.0543
0.812	0.1584	106	0.6118	79.2461	25.5280
0.6097	0.1599	107	0.6174	80.5177	26.1596
0.5413	0.1614	108	0.6187	79.2007	25.4359
0.7709	0.1629	109	0.6123	79.3370	25.1661
0.7117	0.1644	110	0.6032	79.3824	24.9622
0.8778	0.1659	111	0.5953	79.9273	24.7122
0.6965	0.1674	112	0.5903	79.7457	25.5346
0.6061	0.1689	113	0.5914	80.0636	25.7254
0.7161	0.1704	114	0.6023	80.6994	26.4425
0.7297	0.1719	115	0.6118	81.0627	26.8176
0.972	0.1734	116	0.6107	79.7911	26.2386
0.9591	0.1749	117	0.6047	78.4741	25.9228
0.883	0.1764	118	0.6096	78.3833	26.1991
0.7796	0.1779	119	0.6173	82.7430	28.1137
0.6791	0.1794	120	0.6164	82.5613	28.0545
1.0682	0.1809	121	0.6131	81.0627	27.0939
0.7196	0.1824	122	0.6073	81.4260	26.6728
0.5585	0.1839	123	0.6035	81.8801	26.7057
0.8007	0.1854	124	0.6005	77.6567	25.2122
1.2079	0.1868	125	0.6012	81.6985	26.2254
0.7251	0.1883	126	0.6006	83.4696	27.0413
0.8112	0.1898	127	0.6002	84.8774	26.6596
0.7277	0.1913	128	0.5954	86.3760	26.7978
0.519	0.1928	129	0.5930	87.0118	28.0018
0.5807	0.1943	130	0.5927	88.7375	27.9624
0.7974	0.1958	131	0.5919	88.4196	27.6926
0.8911	0.1973	132	0.5894	90.3270	27.3439
0.8196	0.1988	133	0.5862	88.6013	26.9689
0.8593	0.2003	134	0.5874	85.6040	26.2715
0.8125	0.2018	135	0.5930	81.7439	25.4359
0.9299	0.2033	136	0.6009	80.6994	25.6398
0.9337	0.2048	137	0.6083	79.9273	25.4490
0.7215	0.2063	138	0.6123	80.4723	25.1859
0.6399	0.2078	139	0.6084	83.1063	27.3307
0.6791	0.2093	140	0.6006	80.6085	25.9886
0.9225	0.2108	141	0.5951	83.1517	27.7847
0.7136	0.2123	142	0.5942	84.6049	28.7387
0.9572	0.2138	143	0.5988	85.6494	28.4821
0.8791	0.2152	144	0.6097	85.2861	27.9492
0.9091	0.2167	145	0.6171	85.9219	28.6335
0.6575	0.2182	146	0.6183	82.6975	27.6992
0.863	0.2197	147	0.6153	84.6957	28.8966
0.8799	0.2212	148	0.6087	85.6040	29.5480
0.7815	0.2227	149	0.6029	84.8774	27.7584
0.6606	0.2242	150	0.6024	85.5132	27.9821
0.6478	0.2257	151	0.6008	86.1944	28.0347
0.9634	0.2272	152	0.6005	85.6948	27.6992
0.9181	0.2287	153	0.6011	85.2861	27.7123
0.6276	0.2302	154	0.6018	85.2407	28.6861
0.5033	0.2317	155	0.6015	83.6512	27.3307
0.447	0.2332	156	0.6022	83.2879	27.2057
0.6744	0.2347	157	0.6012	83.0609	27.0807
0.8871	0.2362	158	0.6012	86.4668	28.0545
0.7369	0.2377	159	0.5941	84.8774	27.1268
0.7533	0.2392	160	0.5922	84.2870	26.7123
0.6864	0.2407	161	0.5915	79.8819	25.3240
0.6659	0.2422	162	0.5882	78.9737	26.0543
0.7259	0.2436	163	0.5907	76.2035	25.3240
0.6649	0.2451	164	0.5981	75.7493	25.7846
0.9312	0.2466	165	0.5948	76.3397	25.7385
0.8495	0.2481	166	0.5891	75.2498	25.5609
0.8651	0.2496	167	0.5813	75.2498	25.7517
0.6521	0.2511	168	0.5782	75.7493	25.0938
0.5455	0.2526	169	0.5775	77.7929	25.4359
0.6497	0.2541	170	0.5785	79.6549	24.7714
0.9935	0.2556	171	0.5825	82.6067	24.1068
0.7453	0.2571	172	0.5866	83.0154	24.5937
0.4552	0.2586	173	0.5892	82.6521	25.2451
0.4181	0.2601	174	0.5875	80.5631	25.0477
0.7587	0.2616	175	0.5839	81.7439	26.2649
0.7862	0.2631	176	0.5850	75.3406	24.9161
0.7218	0.2646	177	0.5830	76.1126	25.3372
0.5881	0.2661	178	0.5820	75.3860	25.4885
0.802	0.2676	179	0.5793	74.4777	26.0149
0.8884	0.2691	180	0.5775	74.8865	26.3636
0.6092	0.2706	181	0.5786	74.2507	25.2385
0.8121	0.2720	182	0.5791	73.7511	25.6333
0.8313	0.2735	183	0.5747	75.1135	25.2451
0.6781	0.2750	184	0.5699	77.5658	25.3701
0.8015	0.2765	185	0.5716	83.0154	27.0281
0.6409	0.2780	186	0.5741	83.7421	27.2584
0.8136	0.2795	187	0.5784	88.4196	28.7190
0.815	0.2810	188	0.5763	86.8756	27.5939
0.7523	0.2825	189	0.5757	87.3297	27.6071
0.614	0.2840	190	0.5700	84.0599	26.8505
0.5752	0.2855	191	0.5657	82.1980	26.5873
0.6402	0.2870	192	0.5642	79.6549	25.0806
0.9769	0.2885	193	0.5628	78.2016	25.2122
0.5394	0.2900	194	0.5654	78.0654	25.2056
0.745	0.2915	195	0.5658	78.1108	25.0674
0.7348	0.2930	196	0.5629	77.4750	25.5280
0.721	0.2945	197	0.5586	77.1117	25.6727
0.9286	0.2960	198	0.5539	77.9746	26.2517
0.7449	0.2975	199	0.5519	75.4768	24.6200
0.8155	0.2990	200	0.5525	73.3878	25.0280
0.5254	0.3004	201	0.5575	72.9337	23.8305
0.746	0.3019	202	0.5671	73.0699	23.5673
0.822	0.3034	203	0.5846	74.3415	25.0872
0.537	0.3049	204	0.5998	76.7484	27.1136
0.7365	0.3064	205	0.6066	77.8837	27.2386
0.6927	0.3079	206	0.6174	80.3361	27.6729
0.6525	0.3094	207	0.6281	80.0182	26.9820
0.6252	0.3109	208	0.6338	84.0599	27.6005
0.6691	0.3124	209	0.6300	85.6494	26.1070
0.6192	0.3139	210	0.6201	83.9691	26.9031
0.6219	0.3154	211	0.6024	82.7884	26.7978
0.6329	0.3169	212	0.5852	81.8347	25.7320
0.7034	0.3184	213	0.5764	82.0618	26.7189
0.6727	0.3199	214	0.5692	81.8801	27.3768
0.666	0.3214	215	0.5627	81.8347	26.8307
0.5089	0.3229	216	0.5562	81.1535	25.5806
0.7246	0.3244	217	0.5545	80.5177	25.5346
0.5913	0.3259	218	0.5570	79.7457	25.4293
0.8006	0.3274	219	0.5610	75.0681	23.6068
0.658	0.3288	220	0.5638	77.2025	24.6135
0.6585	0.3303	221	0.5686	74.2053	23.3173
0.7527	0.3318	222	0.5712	74.0236	23.6463
0.6504	0.3333	223	0.5692	75.8856	24.2648
0.6796	0.3348	224	0.5667	75.1589	24.0147
0.5794	0.3363	225	0.5556	76.7938	24.9622
0.9193	0.3378	226	0.5487	76.1580	24.5016
0.8634	0.3393	227	0.5441	75.7039	23.6726
0.6242	0.3408	228	0.5424	76.1126	24.4227
0.6303	0.3423	229	0.5431	75.9310	24.0082
0.8098	0.3438	230	0.5446	76.4305	23.9095
0.6851	0.3453	231	0.5458	75.8856	24.3437
0.6981	0.3468	232	0.5475	75.4314	23.9555
0.5349	0.3483	233	0.5484	75.2044	24.0740
0.7278	0.3498	234	0.5460	75.0227	24.2187
0.7993	0.3513	235	0.5441	75.6585	23.5410
0.7321	0.3528	236	0.5431	77.9292	25.0082
0.6741	0.3543	237	0.5438	78.0654	24.5279
0.7	0.3558	238	0.5459	78.7920	25.2253
1.0503	0.3572	239	0.5481	78.5649	25.3767
0.6083	0.3587	240	0.5496	78.2925	25.4951
0.5358	0.3602	241	0.5530	77.5658	25.9030
0.604	0.3617	242	0.5571	77.9746	27.1399
0.7344	0.3632	243	0.5612	77.9292	26.9294
0.7095	0.3647	244	0.5624	77.5658	26.0543
0.7835	0.3662	245	0.5586	77.1571	26.9689
0.6951	0.3677	246	0.5549	77.5204	27.1465
1.0191	0.3692	247	0.5476	79.2007	26.2715
0.6762	0.3707	248	0.5403	78.6558	26.0149
0.6691	0.3722	249	0.5353	78.8828	25.9359
0.5611	0.3737	250	0.5335	79.2916	26.0280
0.6945	0.3752	251	0.5352	77.6567	25.0411
0.5776	0.3767	252	0.5367	77.6113	25.9622
0.9865	0.3782	253	0.5353	77.7929	25.9886
0.5597	0.3797	254	0.5335	79.1099	26.5346
0.6866	0.3812	255	0.5322	80.0636	27.3044
0.6668	0.3827	256	0.5329	80.6540	26.8965
0.8513	0.3842	257	0.5342	80.9718	27.2452
0.5698	0.3857	258	0.5336	80.1998	27.1136
0.8307	0.3871	259	0.5337	78.8828	25.8438
0.6949	0.3886	260	0.5350	78.2016	26.5478
0.723	0.3901	261	0.5378	76.9755	26.3044
0.5857	0.3916	262	0.5391	77.4296	26.4754
0.4783	0.3931	263	0.5391	76.9755	25.7846
0.7678	0.3946	264	0.5381	79.7003	26.6925
0.6225	0.3961	265	0.5371	78.9737	26.5741
0.8725	0.3976	266	0.5354	79.7003	26.6662
0.7523	0.3991	267	0.5345	80.6085	26.9886
0.8247	0.4006	268	0.5341	80.2906	27.7255
0.8734	0.4021	269	0.5319	76.5213	26.4031
0.8936	0.4036	270	0.5309	79.2007	27.9097
0.6893	0.4051	271	0.5301	77.5658	26.9294
0.5489	0.4066	272	0.5309	78.2470	25.5346
0.8928	0.4081	273	0.5312	78.7920	25.2582
0.6086	0.4096	274	0.5307	78.6558	25.1069
0.7747	0.4111	275	0.5275	74.9773	24.3108
0.6611	0.4126	276	0.5252	73.0245	24.1068
0.518	0.4141	277	0.5230	72.5250	23.7516
0.623	0.4155	278	0.5214	70.9355	23.1134
0.6069	0.4170	279	0.5204	70.7539	23.3239
0.6569	0.4185	280	0.5209	70.7084	23.3173
0.7604	0.4200	281	0.5218	70.5268	23.2055
0.7633	0.4215	282	0.5235	71.8892	23.3831
1.0442	0.4230	283	0.5284	73.0245	23.6595
0.6553	0.4245	284	0.5317	74.0690	24.3569
0.9531	0.4260	285	0.5315	75.7493	23.5608
0.5359	0.4275	286	0.5308	79.7003	24.8766
0.5844	0.4290	287	0.5289	85.3769	26.7189
0.8955	0.4305	288	0.5278	81.3806	24.2779
0.6356	0.4320	289	0.5282	80.5631	24.3305
0.5738	0.4335	290	0.5307	79.6549	24.4227
0.5873	0.4350	291	0.5350	79.6549	24.4556
0.6516	0.4365	292	0.5410	80.0182	24.7582
0.751	0.4380	293	0.5455	79.6549	24.8898
0.5333	0.4395	294	0.5462	78.6558	24.6793
0.7132	0.4410	295	0.5384	78.5649	24.7648
0.8121	0.4425	296	0.5311	78.1108	24.5214
0.8524	0.4439	297	0.5261	78.4287	24.1924
0.7112	0.4454	298	0.5218	78.7920	23.9687
0.477	0.4469	299	0.5190	77.5658	23.8568
0.5503	0.4484	300	0.5174	77.2025	23.6002
0.4474	0.4499	301	0.5168	76.0218	23.5476
0.5843	0.4514	302	0.5173	75.5223	23.3568
0.7217	0.4529	303	0.5192	81.5622	26.8702
0.7681	0.4544	304	0.5215	83.0154	26.8307
0.7164	0.4559	305	0.5245	84.2870	26.8899
0.8515	0.4574	306	0.5267	76.7484	22.7647
0.8919	0.4589	307	0.5281	81.5168	24.7582
0.7605	0.4604	308	0.5291	86.2398	26.2583
0.5847	0.4619	309	0.5287	86.5577	26.3373
0.848	0.4634	310	0.5269	86.4214	25.9228
0.6818	0.4649	311	0.5254	81.1989	24.7845
0.8313	0.4664	312	0.5239	85.1953	25.8767
0.5519	0.4679	313	0.5236	85.0136	25.7714
0.724	0.4694	314	0.5218	84.9682	25.7188
0.6026	0.4709	315	0.5200	81.1081	24.3569
0.8868	0.4723	316	0.5198	80.6994	24.4687
0.3996	0.4738	317	0.5208	80.9718	24.4292
0.5641	0.4753	318	0.5207	80.9718	24.5082
0.7134	0.4768	319	0.5216	81.9255	24.5806
0.4482	0.4783	320	0.5219	81.8801	24.7319
0.5983	0.4798	321	0.5217	82.1526	24.8832
0.7347	0.4813	322	0.5202	77.6113	23.1397
0.7804	0.4828	323	0.5180	75.5223	22.9423
0.7233	0.4843	324	0.5171	74.7956	22.7318
0.6596	0.4858	325	0.5173	73.5695	22.9028
0.8817	0.4873	326	0.5183	73.9328	22.9357
0.6063	0.4888	327	0.5200	72.9337	23.1199
0.5269	0.4903	328	0.5213	73.2970	23.1397
0.6621	0.4918	329	0.5225	72.5704	24.7122
0.6876	0.4933	330	0.5232	72.8883	24.9622
0.6558	0.4948	331	0.5242	73.5695	24.2121
0.6835	0.4963	332	0.5244	74.1144	24.7845
0.6772	0.4978	333	0.5220	73.2062	24.6266
0.5313	0.4993	334	0.5200	71.9800	25.5938
0.7698	0.5007	335	0.5202	74.6594	24.8898
0.7353	0.5022	336	0.5226	74.6594	24.7648
0.4778	0.5037	337	0.5264	74.6594	24.8635
0.5468	0.5052	338	0.5294	75.5223	25.1003
0.596	0.5067	339	0.5327	76.7030	25.5741
0.7103	0.5082	340	0.5341	79.3370	26.0543
0.7434	0.5097	341	0.5325	82.7884	25.6991
0.6986	0.5112	342	0.5293	79.7457	24.7516
0.5444	0.5127	343	0.5272	76.5668	25.9820
0.5472	0.5142	344	0.5279	76.7030	24.7911
0.4582	0.5157	345	0.5280	78.7466	23.9226
0.8937	0.5172	346	0.5266	76.3397	23.9095
0.6973	0.5187	347	0.5224	74.8411	23.4489
0.5689	0.5202	348	0.5203	73.4787	23.3765
0.7411	0.5217	349	0.5193	73.4787	23.0015
0.7192	0.5232	350	0.5217	72.5250	23.0147
0.6103	0.5247	351	0.5248	72.8883	23.2778
0.7131	0.5262	352	0.5286	72.3433	23.2976
0.7357	0.5277	353	0.5319	73.5695	23.4752
0.5571	0.5291	354	0.5346	73.3424	23.4818
0.7383	0.5306	355	0.5363	74.6140	23.8437
0.8366	0.5321	356	0.5369	75.6585	24.1792
0.5738	0.5336	357	0.5360	75.9310	24.2779
0.5168	0.5351	358	0.5351	76.7938	24.3042
0.6374	0.5366	359	0.5336	77.7929	24.1858
0.5828	0.5381	360	0.5335	79.2007	24.4095
0.6361	0.5396	361	0.5308	77.7475	23.7516
0.5911	0.5411	362	0.5275	77.8383	23.4884
0.4665	0.5426	363	0.5229	77.2025	23.6068
0.7576	0.5441	364	0.5202	74.7502	22.8765
0.8041	0.5456	365	0.5190	75.0681	23.1528
0.5377	0.5471	366	0.5174	73.9782	22.8239
0.8122	0.5486	367	0.5146	74.7048	23.2713
0.7055	0.5501	368	0.5115	74.9773	23.4752
0.6897	0.5516	369	0.5095	72.6158	22.3370
0.7422	0.5531	370	0.5080	72.3887	22.4423
0.3858	0.5546	371	0.5078	73.7965	23.4094
0.5341	0.5561	372	0.5074	74.6140	23.5871
0.5586	0.5575	373	0.5067	75.8856	23.9687
0.782	0.5590	374	0.5067	73.7511	22.9423
0.556	0.5605	375	0.5079	74.6140	23.4423
0.5787	0.5620	376	0.5096	73.7965	24.6398
0.5643	0.5635	377	0.5099	72.7066	24.3963
0.8457	0.5650	378	0.5086	72.7066	25.9425
0.673	0.5665	379	0.5082	72.6612	24.6200
0.7686	0.5680	380	0.5086	72.4796	22.9028
0.7017	0.5695	381	0.5081	72.7520	23.1002
0.6916	0.5710	382	0.5084	72.9791	23.1923
0.7603	0.5725	383	0.5094	72.8883	23.1068
0.7472	0.5740	384	0.5105	73.7965	24.5608
0.7528	0.5755	385	0.5133	73.3424	23.9753
0.4333	0.5770	386	0.5172	73.3878	23.8963
0.5387	0.5785	387	0.5209	73.8874	23.2055
0.7194	0.5800	388	0.5200	75.1135	23.8766
0.7297	0.5815	389	0.5189	74.0236	23.1528
0.7403	0.5830	390	0.5160	74.5686	23.4226
0.7366	0.5845	391	0.5144	77.1117	23.9555
0.8374	0.5859	392	0.5133	75.7039	23.2910
0.8336	0.5874	393	0.5132	75.3860	23.0147
0.6933	0.5889	394	0.5137	75.5677	24.1266
0.5614	0.5904	395	0.5145	77.9292	25.0411
0.4142	0.5919	396	0.5158	75.5223	24.1134
0.8222	0.5934	397	0.5162	76.4305	24.3305
0.605	0.5949	398	0.5169	78.4287	24.2779
0.7104	0.5964	399	0.5167	77.7021	24.1134
0.6942	0.5979	400	0.5158	80.5631	25.0740
0.8388	0.5994	401	0.5159	79.3370	24.5937
0.5185	0.6009	402	0.5155	79.2461	24.3371
0.7787	0.6024	403	0.5148	81.1989	25.2122
0.8217	0.6039	404	0.5138	80.5631	24.9293
0.5138	0.6054	405	0.5137	79.1553	24.7319
0.7225	0.6069	406	0.5138	79.9728	25.0674
0.6244	0.6084	407	0.5155	77.8837	24.3240
0.6326	0.6099	408	0.5171	77.5204	24.5279
0.6926	0.6114	409	0.5182	80.2452	25.9754
0.7302	0.6129	410	0.5210	75.3860	24.2648
0.6836	0.6143	411	0.5225	75.5223	24.1792
0.6127	0.6158	412	0.5247	74.7502	23.7845
0.5676	0.6173	413	0.5264	75.1135	24.3240
0.6668	0.6188	414	0.5270	73.5241	23.1594
0.6022	0.6203	415	0.5265	80.0182	25.9622
0.4839	0.6218	416	0.5251	80.4723	25.9491
0.6296	0.6233	417	0.5234	82.9246	26.7057
0.672	0.6248	418	0.5234	84.3778	26.8768
0.5355	0.6263	419	0.5227	82.8338	25.4096
0.7424	0.6278	420	0.5214	83.6966	25.2846
0.6498	0.6293	421	0.5197	79.6549	23.9555
0.7344	0.6308	422	0.5173	79.5186	23.6660
0.7631	0.6323	423	0.5144	79.3824	23.6792
0.769	0.6338	424	0.5120	78.3379	23.6397
0.6513	0.6353	425	0.5098	77.5204	23.3963
0.7119	0.6368	426	0.5085	74.3415	22.7778
0.7615	0.6383	427	0.5089	76.1126	23.4226
0.7533	0.6398	428	0.5096	74.0236	22.8568
0.6894	0.6413	429	0.5105	74.7048	23.4094
0.5254	0.6428	430	0.5123	75.3860	23.6923
0.5253	0.6442	431	0.5139	72.1617	22.7515
0.559	0.6457	432	0.5173	74.6594	23.9226
0.5728	0.6472	433	0.5197	74.7048	23.9292
0.7203	0.6487	434	0.5196	71.1626	22.6989
0.5661	0.6502	435	0.5193	70.4814	22.4357
0.6233	0.6517	436	0.5186	70.1635	22.4686
0.6566	0.6532	437	0.5190	69.9364	22.2646
0.5467	0.6547	438	0.5179	70.2543	22.1199
0.7522	0.6562	439	0.5174	70.7084	22.0804
0.488	0.6577	440	0.5171	71.7984	22.2120
0.8032	0.6592	441	0.5166	73.8874	22.6133
0.6869	0.6607	442	0.5174	75.3406	22.9094
0.5958	0.6622	443	0.5183	75.3406	22.3699
0.6425	0.6637	444	0.5181	78.8374	23.2647
0.7267	0.6652	445	0.5165	79.1553	23.1989
0.7335	0.6667	446	0.5147	78.9282	22.9620
0.5789	0.6682	447	0.5136	78.2925	23.1594
0.6252	0.6697	448	0.5131	76.1126	22.7054
0.6044	0.6712	449	0.5152	75.6131	22.6923
0.6928	0.6726	450	0.5166	75.4314	22.6396
0.4671	0.6741	451	0.5161	74.4777	22.4949
0.6038	0.6756	452	0.5142	72.8883	21.7317
0.7737	0.6771	453	0.5120	73.3878	22.0409
0.6317	0.6786	454	0.5092	73.1153	21.9093
0.5897	0.6801	455	0.5078	74.5686	22.1922
0.7409	0.6816	456	0.5066	75.9310	22.1396
0.7288	0.6831	457	0.5064	75.7947	22.1330
0.5	0.6846	458	0.5061	76.2035	21.9817
0.6437	0.6861	459	0.5041	75.4314	22.0080
0.5565	0.6876	460	0.5027	74.4323	21.8172
0.6175	0.6891	461	0.5013	74.4323	22.2449
1.0288	0.6906	462	0.5008	75.1589	22.7778
0.7676	0.6921	463	0.5005	75.1589	22.7449
0.4519	0.6936	464	0.4996	75.3406	22.4488
0.8527	0.6951	465	0.4997	76.7030	22.7318
0.5381	0.6966	466	0.5002	74.0236	21.8501
0.5904	0.6981	467	0.5000	73.7057	21.6593
0.5354	0.6996	468	0.4998	77.4750	23.6595
0.6141	0.7010	469	0.4985	72.0708	21.9422
0.6625	0.7025	470	0.4961	72.0708	22.0475
0.714	0.7040	471	0.4944	71.8438	21.7580
0.3901	0.7055	472	0.4934	72.2525	21.8567
0.6919	0.7070	473	0.4945	71.1172	21.8501
0.5486	0.7085	474	0.4959	69.9818	21.4948
0.5169	0.7100	475	0.4976	70.5722	22.3633
0.5252	0.7115	476	0.4988	70.7993	23.1923
0.8168	0.7130	477	0.4989	70.6630	23.1726
0.5787	0.7145	478	0.4978	69.1644	22.7054
0.5945	0.7160	479	0.4960	70.7993	24.1529
0.5381	0.7175	480	0.4948	69.2098	20.9751
0.5816	0.7190	481	0.4950	69.3006	21.1330
0.6221	0.7205	482	0.4959	72.1163	22.0936
0.457	0.7220	483	0.4969	73.2516	22.7186
0.4001	0.7235	484	0.4973	72.6158	22.5936
0.556	0.7250	485	0.4964	72.4796	22.4752
0.6578	0.7265	486	0.4947	71.1626	21.9028
0.5092	0.7280	487	0.4945	70.7084	21.8370
0.5979	0.7294	488	0.4941	71.3896	21.9291
0.5928	0.7309	489	0.4941	68.1653	21.1067
0.4846	0.7324	490	0.4939	67.3933	20.8369
0.7382	0.7339	491	0.4955	68.3470	20.6264
0.4968	0.7354	492	0.4963	68.8465	20.8764
0.5073	0.7369	493	0.4965	69.2098	21.4619
0.8096	0.7384	494	0.4957	69.3006	21.5804
0.561	0.7399	495	0.4957	69.0736	20.9882
0.5695	0.7414	496	0.4958	68.9373	20.8501
0.7752	0.7429	497	0.4970	69.3915	21.2909
0.6925	0.7444	498	0.4994	69.3006	21.4356
0.7178	0.7459	499	0.5027	69.9818	22.7449
0.7349	0.7474	500	0.5073	73.5241	24.7779
0.5646	0.7489	501	0.5100	74.0690	26.7649
0.703	0.7504	502	0.5089	74.3415	27.1465
0.5753	0.7519	503	0.5067	74.4777	26.1201
0.2833	0.7534	504	0.5017	74.9773	23.8174
0.6461	0.7549	505	0.4976	73.4787	23.0805
0.606	0.7564	506	0.4952	73.7057	21.8172
0.9746	0.7578	507	0.4926	73.0699	21.6725
0.5846	0.7593	508	0.4907	73.6149	21.7185
0.7034	0.7608	509	0.4888	72.6612	21.5409
0.6207	0.7623	510	0.4877	72.7066	21.4817
0.9039	0.7638	511	0.4865	71.9800	21.4948
1.0769	0.7653	512	0.4865	70.2997	21.9225
0.7823	0.7668	513	0.4849	69.3460	21.7975
0.4624	0.7683	514	0.4830	69.2098	21.6659
0.516	0.7698	515	0.4815	69.8002	21.8238
0.591	0.7713	516	0.4809	68.9827	21.8370
0.5727	0.7728	517	0.4817	73.4332	22.9949
0.6953	0.7743	518	0.4836	68.9827	22.0475
0.8532	0.7758	519	0.4860	71.7530	22.6462
0.478	0.7773	520	0.4881	69.7548	22.1528
0.6101	0.7788	521	0.4887	74.0236	23.8437
0.6434	0.7803	522	0.4888	74.2053	23.9358
0.5976	0.7818	523	0.4875	74.3415	23.7581
0.7979	0.7833	524	0.4861	71.2080	22.4949
0.7215	0.7848	525	0.4849	70.1181	22.0212
0.8125	0.7862	526	0.4840	69.7548	21.8435
0.7416	0.7877	527	0.4831	70.6176	21.9357
0.6877	0.7892	528	0.4831	71.7984	22.1396
0.6398	0.7907	529	0.4834	69.2552	20.7250
0.9425	0.7922	530	0.4841	69.6185	20.7843
0.7676	0.7937	531	0.4853	69.8910	20.7579
0.5019	0.7952	532	0.4854	70.5268	20.6856
0.431	0.7967	533	0.4845	70.7539	20.6790
0.4384	0.7982	534	0.4833	71.3442	21.0935
0.7324	0.7997	535	0.4835	71.4351	21.2251
0.536	0.8012	536	0.4840	70.1635	21.2053
0.5005	0.8027	537	0.4847	69.7548	21.4093
0.6649	0.8042	538	0.4842	69.5277	21.3830
0.7395	0.8057	539	0.4840	68.7557	21.3304
0.7101	0.8072	540	0.4842	68.8465	21.6198
0.7021	0.8087	541	0.4848	68.4378	21.9554
0.5808	0.8102	542	0.4852	67.8020	21.1132
0.4695	0.8117	543	0.4860	68.2561	21.5014
0.6825	0.8132	544	0.4859	68.5740	22.7910
0.6018	0.8146	545	0.4857	69.2552	22.8568
0.6088	0.8161	546	0.4862	70.0272	22.6857
0.7845	0.8176	547	0.4861	70.2997	22.6462
0.4664	0.8191	548	0.4856	70.3906	22.7712
0.3799	0.8206	549	0.4846	69.7548	23.1923
0.5862	0.8221	550	0.4839	71.2534	22.6989
0.6215	0.8236	551	0.4823	71.2988	22.5804
0.7851	0.8251	552	0.4822	71.4351	22.5081
0.7892	0.8266	553	0.4823	71.0718	22.4817
0.6484	0.8281	554	0.4830	71.3442	23.2647
0.8018	0.8296	555	0.4836	70.1635	23.1989
0.7687	0.8311	556	0.4843	70.2543	23.1857
0.6622	0.8326	557	0.4845	69.6185	23.0936
0.8272	0.8341	558	0.4837	69.7548	22.2778
0.8804	0.8356	559	0.4828	69.4823	21.9949
0.6228	0.8371	560	0.4821	69.5731	21.8567
0.6646	0.8386	561	0.4819	70.2997	22.5146
0.4543	0.8401	562	0.4817	70.8447	21.3764
0.5289	0.8416	563	0.4823	71.1626	21.6659
0.3924	0.8430	564	0.4816	71.0718	21.6593
0.5293	0.8445	565	0.4817	71.7075	21.9422
0.6127	0.8460	566	0.4817	71.8438	22.1001
0.535	0.8475	567	0.4816	71.8892	22.0672
0.688	0.8490	568	0.4812	72.2071	22.4094
0.6081	0.8505	569	0.4796	71.4805	21.8830
0.8494	0.8520	570	0.4782	70.7539	21.6133
0.5988	0.8535	571	0.4774	69.8456	21.1724
0.704	0.8550	572	0.4774	69.8910	20.9685
0.7131	0.8565	573	0.4778	70.1635	20.9553
0.5175	0.8580	574	0.4786	69.5731	20.9224
0.4416	0.8595	575	0.4784	69.0736	20.6329
0.5279	0.8610	576	0.4773	68.8919	20.6395
0.6249	0.8625	577	0.4764	68.6649	20.6856
0.5304	0.8640	578	0.4745	68.9373	20.8106
0.5977	0.8655	579	0.4731	69.4369	21.0014
0.5382	0.8670	580	0.4726	69.9364	21.2119
0.7377	0.8685	581	0.4731	70.8447	21.2711
0.4877	0.8700	582	0.4753	72.0708	21.8962
0.8619	0.8714	583	0.4779	71.1626	22.0080
0.5949	0.8729	584	0.4803	71.5713	21.8699
0.7986	0.8744	585	0.4820	72.2071	22.0607
0.5049	0.8759	586	0.4823	71.3442	21.3830
0.6994	0.8774	587	0.4827	71.4351	21.5672
0.546	0.8789	588	0.4823	70.9355	21.5869
0.6625	0.8804	589	0.4817	70.9355	21.5540
0.541	0.8819	590	0.4806	73.3424	22.6857
0.4792	0.8834	591	0.4795	72.8429	22.4554
0.6883	0.8849	592	0.4793	72.6612	22.4752
0.6901	0.8864	593	0.4801	73.2062	22.8304
0.6914	0.8879	594	0.4814	73.0699	22.7449
0.5731	0.8894	595	0.4827	73.3878	24.2055
0.5289	0.8909	596	0.4837	73.3424	25.6267
0.7733	0.8924	597	0.4847	74.2053	25.8701
0.5493	0.8939	598	0.4852	71.7530	24.8964
0.5283	0.8954	599	0.4858	70.6176	23.1923
0.5563	0.8969	600	0.4850	69.9818	22.5739
0.5285	0.8984	601	0.4839	70.6630	22.7186
0.5229	0.8999	602	0.4820	70.3906	23.1989
0.6288	0.9013	603	0.4806	70.9809	22.9949
0.8637	0.9028	604	0.4794	71.3442	22.3173
0.463	0.9043	605	0.4787	71.7984	21.5869
0.7387	0.9058	606	0.4787	72.5704	21.4488
0.5822	0.9073	607	0.4774	72.7066	21.4817
0.3512	0.9088	608	0.4755	72.5250	21.6396
0.4872	0.9103	609	0.4742	72.2979	21.8172
0.6252	0.9118	610	0.4726	71.5713	21.4883
0.5674	0.9133	611	0.4724	71.3442	21.3040
0.5846	0.9148	612	0.4712	71.1172	21.3172
0.5886	0.9163	613	0.4697	71.2534	21.1988
0.5519	0.9178	614	0.4684	71.1626	21.4883
0.5909	0.9193	615	0.4679	70.9355	21.3830
0.5879	0.9208	616	0.4672	70.9809	21.3106
0.4852	0.9223	617	0.4661	70.4360	21.4619
0.7493	0.9238	618	0.4660	71.6621	21.8764
0.4976	0.9253	619	0.4657	70.7539	21.5212
0.5345	0.9268	620	0.4659	71.6621	21.7251
0.3418	0.9283	621	0.4659	69.9818	21.1988
0.6551	0.9297	622	0.4667	69.5277	21.6988
0.4664	0.9312	623	0.4673	70.2997	21.6462
0.5974	0.9327	624	0.4673	69.8456	21.5935
0.4809	0.9342	625	0.4670	70.1181	21.7909
0.6643	0.9357	626	0.4664	69.5277	21.6264
0.6935	0.9372	627	0.4656	70.2089	21.8501
0.7718	0.9387	628	0.4653	70.7084	21.6462
0.7108	0.9402	629	0.4647	69.8456	21.3238
0.6001	0.9417	630	0.4646	69.8002	21.0935
0.6871	0.9432	631	0.4647	70.0727	21.2843
0.6514	0.9447	632	0.4656	71.6167	21.0738
0.7178	0.9462	633	0.4674	72.7520	21.1988
0.5175	0.9477	634	0.4690	73.9782	21.1527
0.5105	0.9492	635	0.4727	75.8401	21.3961
0.7433	0.9507	636	0.4754	77.0209	21.4883
0.5139	0.9522	637	0.4766	77.2480	21.8304
0.8272	0.9537	638	0.4773	79.5640	22.7318
0.5534	0.9552	639	0.4761	78.5195	22.3765
0.3966	0.9567	640	0.4746	76.8392	22.2975
0.664	0.9581	641	0.4716	75.0227	21.9751
0.416	0.9596	642	0.4682	72.1617	21.2580
0.7665	0.9611	643	0.4662	70.6176	21.0343
0.5623	0.9626	644	0.4657	70.3451	21.4290
0.4958	0.9641	645	0.4655	70.0272	21.4488
0.6668	0.9656	646	0.4658	70.0272	21.4948
0.7155	0.9671	647	0.4661	70.0727	21.5343
0.4163	0.9686	648	0.4649	70.0727	21.6264
0.6457	0.9701	649	0.4650	70.4360	21.6133
0.8242	0.9716	650	0.4651	70.2543	21.6264
0.5408	0.9731	651	0.4663	70.6176	21.6133
0.8097	0.9746	652	0.4681	71.2080	21.9817
0.527	0.9761	653	0.4696	71.2988	21.9093
0.601	0.9776	654	0.4702	72.6612	22.3633
0.6667	0.9791	655	0.4702	72.8429	22.3502
0.3645	0.9806	656	0.4704	72.7066	22.2317
0.8201	0.9821	657	0.4705	70.1635	21.3304
0.5311	0.9836	658	0.4701	70.1181	21.1922
0.5562	0.9851	659	0.4687	72.4796	21.8962
0.5935	0.9865	660	0.4685	70.9355	21.5672
0.6148	0.9880	661	0.4680	71.0263	21.3764
0.721	0.9895	662	0.4676	73.2516	22.2120
0.4098	0.9910	663	0.4668	73.1153	22.1659
0.5708	0.9925	664	0.4669	73.9782	22.1922
0.5415	0.9940	665	0.4669	74.0236	22.3370
0.7403	0.9955	666	0.4669	74.5232	22.2580
0.6709	0.9970	667	0.4675	74.9773	22.3502
0.4853	0.9985	668	0.4676	72.8883	21.2777
0.38	1.0	669	0.4682	72.8883	21.3172
0.3631	1.0015	670	0.4688	73.4332	21.4554
0.4375	1.0030	671	0.4698	76.1126	22.5146
0.3365	1.0045	672	0.4711	77.8383	23.0541
0.4275	1.0060	673	0.4717	75.7039	22.1594
0.424	1.0075	674	0.4713	75.9764	22.1594
0.3569	1.0090	675	0.4702	74.7502	21.9817
0.4724	1.0105	676	0.4686	74.8865	22.0870
0.4028	1.0120	677	0.4647	73.5695	21.8633
0.3833	1.0135	678	0.4616	71.8438	21.7514
0.3862	1.0149	679	0.4588	70.8447	21.3304
0.4839	1.0164	680	0.4571	70.1635	21.1198
0.2803	1.0179	681	0.4564	69.6639	20.9290
0.3209	1.0194	682	0.4579	68.2107	20.0605
0.3862	1.0209	683	0.4586	68.1653	20.2053
0.4162	1.0224	684	0.4590	67.9837	20.1461
0.4297	1.0239	685	0.4599	67.9382	20.1395
0.2225	1.0254	686	0.4596	67.9837	20.1461
0.3433	1.0269	687	0.4587	69.1190	20.3829
0.425	1.0284	688	0.4587	68.9827	20.5408
0.5793	1.0299	689	0.4595	69.3915	20.5803
0.5249	1.0314	690	0.4602	69.6185	20.8040
0.4599	1.0329	691	0.4615	69.9818	21.1988
0.2232	1.0344	692	0.4625	70.2997	20.9027
0.3757	1.0359	693	0.4642	71.2988	20.9685
0.3725	1.0374	694	0.4659	71.1626	20.9685
0.3746	1.0389	695	0.4668	71.2080	20.9553
0.2127	1.0404	696	0.4660	70.6630	20.9422
0.2252	1.0419	697	0.4648	70.1635	20.8566
0.3918	1.0433	698	0.4633	70.2543	20.8172
0.4769	1.0448	699	0.4614	70.6630	20.9093
0.6975	1.0463	700	0.4596	70.2543	20.6000
0.253	1.0478	701	0.4584	70.3451	20.6724
0.5628	1.0493	702	0.4575	71.3896	21.0474
0.245	1.0508	703	0.4571	71.7530	21.1593
0.3595	1.0523	704	0.4572	71.4805	21.0869
0.4278	1.0538	705	0.4567	70.6176	20.4421
0.3846	1.0553	706	0.4570	70.6630	20.5145
0.2334	1.0568	707	0.4569	70.3906	20.6461
0.3198	1.0583	708	0.4566	71.5259	21.1922
0.2137	1.0598	709	0.4565	71.0718	21.0211
0.436	1.0613	710	0.4568	70.0272	20.6329
0.4038	1.0628	711	0.4568	70.4360	20.6132
0.3023	1.0643	712	0.4576	70.5268	20.6922
0.4339	1.0658	713	0.4581	71.2988	20.8435
0.4008	1.0673	714	0.4593	71.4351	20.8106
0.3781	1.0688	715	0.4611	72.1617	20.8764
0.5407	1.0703	716	0.4636	72.7975	20.8435
0.4506	1.0717	717	0.4657	72.9337	20.8632
0.3969	1.0732	718	0.4687	73.1608	20.9685
0.2818	1.0747	719	0.4715	78.1562	22.6725
0.4434	1.0762	720	0.4729	78.2016	22.6594
0.3734	1.0777	721	0.4722	78.9282	22.7976
0.3085	1.0792	722	0.4704	77.2025	22.5015
0.424	1.0807	723	0.4680	76.0218	22.4291
0.329	1.0822	724	0.4658	75.6585	22.5081
0.2966	1.0837	725	0.4631	75.3860	22.6265
0.3735	1.0852	726	0.4614	72.2071	20.8895
0.4485	1.0867	727	0.4603	71.2988	20.8237
0.4018	1.0882	728	0.4595	70.7084	20.5935
0.3682	1.0897	729	0.4579	71.2080	20.6658
0.3739	1.0912	730	0.4562	71.7075	20.6658
0.3955	1.0927	731	0.4548	71.8438	20.6395
0.3725	1.0942	732	0.4535	72.4342	20.5606
0.4309	1.0957	733	0.4523	72.6612	20.6132
0.4063	1.0972	734	0.4510	73.2516	20.4882
0.3144	1.0987	735	0.4507	73.3878	20.5671
0.4642	1.1001	736	0.4510	73.2062	20.6593
0.4039	1.1016	737	0.4516	73.7511	20.9487
0.357	1.1031	738	0.4517	73.4332	20.8172
0.3014	1.1046	739	0.4528	73.2062	20.6066
0.4552	1.1061	740	0.4532	72.3433	20.5079
0.3713	1.1076	741	0.4529	71.2080	20.0934
0.2731	1.1091	742	0.4532	71.2080	20.0868
0.5197	1.1106	743	0.4538	70.8901	20.0671
0.57	1.1121	744	0.4543	70.6630	20.0079
0.4583	1.1136	745	0.4540	70.6176	20.0605
0.4786	1.1151	746	0.4550	70.4814	20.1724
0.3762	1.1166	747	0.4562	70.0272	20.1526
0.4043	1.1181	748	0.4570	70.2089	20.2974
0.3135	1.1196	749	0.4576	70.2089	20.0868
0.4767	1.1211	750	0.4575	70.4360	20.0934
0.4568	1.1226	751	0.4566	70.5268	20.0145
0.5534	1.1241	752	0.4559	70.2089	20.0868
0.438	1.1256	753	0.4548	70.1181	20.0934
0.2939	1.1271	754	0.4547	69.5731	19.7974
0.415	1.1286	755	0.4546	69.4369	19.8631
0.455	1.1300	756	0.4544	69.6639	19.9816
0.355	1.1315	757	0.4550	70.4814	20.2513
0.3484	1.1330	758	0.4555	71.2080	20.3829
0.5503	1.1345	759	0.4555	70.9809	20.4816
0.4847	1.1360	760	0.4558	71.1626	20.5013
0.3234	1.1375	761	0.4563	70.5722	20.3500
0.3824	1.1390	762	0.4566	70.7084	20.4816
0.2499	1.1405	763	0.4573	70.7993	20.5803
0.3135	1.1420	764	0.4578	70.7993	20.8830
0.4701	1.1435	765	0.4585	70.1635	20.7382
0.3652	1.1450	766	0.4589	69.6185	20.5935
0.5603	1.1465	767	0.4597	69.6639	20.7711
0.5605	1.1480	768	0.4604	69.6185	20.7777
0.3313	1.1495	769	0.4615	72.0708	22.3107
0.3864	1.1510	770	0.4620	72.0254	22.3238
0.4911	1.1525	771	0.4622	72.3433	22.3831
0.5716	1.1540	772	0.4618	72.3433	22.3041
0.3983	1.1555	773	0.4616	72.6158	22.2186
0.4971	1.1570	774	0.4609	70.0272	20.8830
0.4267	1.1584	775	0.4602	73.0245	22.0278
0.4686	1.1599	776	0.4594	73.1608	22.1265
0.3053	1.1614	777	0.4584	70.2997	20.2382
0.4332	1.1629	778	0.4576	70.8447	20.2184
0.347	1.1644	779	0.4565	71.1172	20.1987
0.3622	1.1659	780	0.4560	73.6149	21.6264
0.3999	1.1674	781	0.4560	73.8874	21.7580
0.4228	1.1689	782	0.4553	73.5695	21.6922
0.3054	1.1704	783	0.4553	73.5241	21.6856
0.3299	1.1719	784	0.4555	73.1608	21.7251
0.5084	1.1734	785	0.4561	72.8883	21.7185
0.3626	1.1749	786	0.4568	72.7975	21.7449
0.3262	1.1764	787	0.4572	72.7066	21.5935
0.3521	1.1779	788	0.4575	72.7520	21.5343
0.5894	1.1794	789	0.4575	72.6158	21.6396
0.4151	1.1809	790	0.4574	72.9337	21.7777
0.433	1.1824	791	0.4562	73.7057	21.8830
0.3019	1.1839	792	0.4562	73.8874	21.8041
0.4757	1.1854	793	0.4552	74.0236	21.7120
0.4772	1.1868	794	0.4550	74.0236	21.7317
0.3426	1.1883	795	0.4544	74.4323	21.6922
0.2991	1.1898	796	0.4533	74.4777	21.8172
0.3601	1.1913	797	0.4521	74.2053	22.0343
0.3783	1.1928	798	0.4517	74.2053	21.9028
0.436	1.1943	799	0.4510	74.1144	21.7909
0.4336	1.1958	800	0.4505	73.7965	21.7054
0.3848	1.1973	801	0.4502	74.4323	22.1067
0.4842	1.1988	802	0.4504	73.7511	21.9159
0.1963	1.2003	803	0.4507	74.1144	21.8304
0.3362	1.2018	804	0.4510	74.2507	22.0870
0.2223	1.2033	805	0.4516	74.3415	22.3304
0.358	1.2048	806	0.4528	74.7048	22.1199
0.3644	1.2063	807	0.4532	73.4787	21.9620
0.4269	1.2078	808	0.4540	73.6149	21.8567
0.6249	1.2093	809	0.4545	73.3424	21.7514
0.3928	1.2108	810	0.4547	73.1153	21.8633
0.4554	1.2123	811	0.4548	73.1153	21.9751
0.4676	1.2138	812	0.4552	73.0245	21.9554
0.4225	1.2152	813	0.4543	72.8429	21.9686
0.4089	1.2167	814	0.4533	73.0699	22.1330
0.3441	1.2182	815	0.4524	72.4342	21.8567
0.4504	1.2197	816	0.4510	69.8910	20.3369
0.308	1.2212	817	0.4501	72.7066	21.8764
0.4047	1.2227	818	0.4491	72.7520	21.8567
0.484	1.2242	819	0.4488	72.7520	21.9883
0.3778	1.2257	820	0.4485	73.3424	21.9751
0.4429	1.2272	821	0.4488	73.8874	22.1330
0.5606	1.2287	822	0.4490	70.9355	20.5277
0.4586	1.2302	823	0.4496	70.9355	20.4685
0.51	1.2317	824	0.4506	70.4814	20.3895
0.4011	1.2332	825	0.4509	70.4360	20.4948
0.3313	1.2347	826	0.4519	70.3451	20.5277
0.4003	1.2362	827	0.4529	69.6185	21.7251
0.3736	1.2377	828	0.4537	69.6639	21.8567
0.4433	1.2392	829	0.4537	69.7548	20.6132
0.4264	1.2407	830	0.4538	71.7075	21.4948
0.2996	1.2422	831	0.4536	70.9809	21.5014
0.417	1.2436	832	0.4528	69.7548	20.9553
0.3472	1.2451	833	0.4526	70.5722	21.4883
0.3121	1.2466	834	0.4521	72.1617	21.8699
0.2949	1.2481	835	0.4518	70.6176	21.3764
0.2081	1.2496	836	0.4515	70.2543	21.6922
0.3101	1.2511	837	0.4514	71.3442	22.2054
0.4632	1.2526	838	0.4514	70.0727	21.6593
0.3459	1.2541	839	0.4508	67.8020	20.9093
0.4087	1.2556	840	0.4498	69.4369	21.4619
0.352	1.2571	841	0.4496	69.6639	21.5540
0.5428	1.2586	842	0.4492	69.9364	21.7251
0.374	1.2601	843	0.4482	70.3451	21.9291
0.2716	1.2616	844	0.4476	69.9364	21.7054
0.3275	1.2631	845	0.4474	71.0263	22.1988
0.3762	1.2646	846	0.4474	71.1172	22.3699
0.3472	1.2661	847	0.4476	71.6167	22.3962
0.4226	1.2676	848	0.4475	71.4805	22.4159
0.371	1.2691	849	0.4471	74.2053	23.7713
0.5725	1.2706	850	0.4469	74.5232	23.7121
0.4308	1.2720	851	0.4466	75.8856	23.7910
0.3319	1.2735	852	0.4462	72.9337	22.0936
0.3552	1.2750	853	0.4449	72.7520	22.1594
0.2934	1.2765	854	0.4448	70.7993	21.0343
0.3982	1.2780	855	0.4443	70.3906	20.9356
0.2946	1.2795	856	0.4442	70.2997	20.9553
0.5419	1.2810	857	0.4441	70.3451	20.9751
0.469	1.2825	858	0.4442	71.8892	22.2054
0.217	1.2840	859	0.4441	71.9346	22.2646
0.3147	1.2855	860	0.4446	71.8892	22.2778
0.3199	1.2870	861	0.4452	71.8438	22.4291
0.2805	1.2885	862	0.4457	69.9818	22.0014
0.422	1.2900	863	0.4462	71.4351	22.4291
0.4662	1.2915	864	0.4469	69.9818	21.4290
0.237	1.2930	865	0.4477	68.3015	20.5013
0.3757	1.2945	866	0.4480	68.0291	20.6264
0.1985	1.2960	867	0.4486	67.8020	20.5803
0.3004	1.2975	868	0.4486	68.1199	20.5540
0.4717	1.2990	869	0.4489	67.9382	20.4750
0.3327	1.3004	870	0.4489	67.9837	20.6132
0.2254	1.3019	871	0.4495	68.2561	20.5869
0.4196	1.3034	872	0.4499	67.8928	20.4685
0.2967	1.3049	873	0.4504	67.7112	20.4092
0.3928	1.3064	874	0.4505	67.8928	20.4224
0.3799	1.3079	875	0.4514	67.7566	20.4816
0.4353	1.3094	876	0.4514	67.5749	20.3500
0.3552	1.3109	877	0.4518	67.9382	20.3632
0.3236	1.3124	878	0.4523	67.8020	20.4421
0.463	1.3139	879	0.4523	67.6203	20.4619
0.5551	1.3154	880	0.4524	67.9382	20.6000
0.3307	1.3169	881	0.4518	69.7548	21.7317
0.4461	1.3184	882	0.4515	67.7566	20.5540
0.2305	1.3199	883	0.4512	68.1653	20.7185
0.3305	1.3214	884	0.4511	68.1653	20.7711
0.2728	1.3229	885	0.4509	68.2107	20.7514
0.2022	1.3244	886	0.4506	68.0745	20.6066
0.4684	1.3259	887	0.4508	67.6203	20.5540
0.4134	1.3274	888	0.4511	67.6658	20.5277
0.4529	1.3288	889	0.4517	67.6658	20.6461
0.3924	1.3303	890	0.4517	67.6658	20.7382
0.4651	1.3318	891	0.4524	67.2570	20.6922
0.4998	1.3333	892	0.4529	67.4841	20.6461
0.4203	1.3348	893	0.4526	67.4841	20.5606
0.2564	1.3363	894	0.4523	67.5295	20.6329
0.3345	1.3378	895	0.4526	67.8928	20.5079
0.1907	1.3393	896	0.4530	67.7566	20.4356
0.321	1.3408	897	0.4530	67.9837	20.5540
0.3649	1.3423	898	0.4528	68.2561	20.5474
0.4418	1.3438	899	0.4527	68.6194	20.4356
0.4081	1.3453	900	0.4521	68.7557	20.3895
0.3247	1.3468	901	0.4519	68.8919	20.3961
0.2554	1.3483	902	0.4517	68.6649	20.3040
0.4465	1.3498	903	0.4514	71.7075	21.3830
0.3022	1.3513	904	0.4513	71.7530	21.3764
0.2675	1.3528	905	0.4506	68.7103	20.2974
0.6038	1.3543	906	0.4506	68.9373	20.2579
0.3864	1.3558	907	0.4500	68.7103	20.0342
0.4513	1.3572	908	0.4502	68.6649	20.1066
0.3405	1.3587	909	0.4494	68.7557	20.0803
0.2713	1.3602	910	0.4493	70.5722	20.9553
0.3629	1.3617	911	0.4491	71.2988	21.0474
0.3516	1.3632	912	0.4486	70.8901	21.0145
0.3543	1.3647	913	0.4487	70.5722	21.0474
0.4514	1.3662	914	0.4484	70.3906	20.9158
0.387	1.3677	915	0.4477	70.4360	21.0014
0.5015	1.3692	916	0.4476	70.9355	21.1593
0.3231	1.3707	917	0.4476	73.9328	22.7252
0.3723	1.3722	918	0.4472	74.0236	22.6923
0.4508	1.3737	919	0.4470	74.3869	22.5212
0.2635	1.3752	920	0.4467	74.9319	22.5541
0.4443	1.3767	921	0.4464	74.4777	22.5607
0.5981	1.3782	922	0.4461	74.7956	22.5212
0.4501	1.3797	923	0.4458	71.5713	21.0803
0.4619	1.3812	924	0.4458	72.0254	21.1922
0.3351	1.3827	925	0.4457	72.2071	21.4619
0.3523	1.3842	926	0.4453	69.6639	20.3566
0.4895	1.3857	927	0.4454	69.3915	20.2974
0.4766	1.3871	928	0.4447	69.3915	20.1658
0.3948	1.3886	929	0.4444	69.6185	20.4421
0.3488	1.3901	930	0.4441	69.6185	20.5408
0.4021	1.3916	931	0.4440	69.3915	20.6593
0.2484	1.3931	932	0.4434	69.4369	20.6724
0.384	1.3946	933	0.4432	69.4823	20.7119
0.2829	1.3961	934	0.4433	69.6185	20.6790
0.2214	1.3976	935	0.4429	69.4823	21.0211
0.1831	1.3991	936	0.4431	69.8456	20.9027
0.3434	1.4006	937	0.4433	69.9818	20.5540
0.233	1.4021	938	0.4438	70.2543	20.2908
0.4301	1.4036	939	0.4441	70.7539	20.3895
0.2716	1.4051	940	0.4446	71.0718	20.5869
0.3846	1.4066	941	0.4453	70.8447	20.4553
0.2487	1.4081	942	0.4461	71.0263	20.1724
0.3773	1.4096	943	0.4465	70.7993	20.1526
0.2666	1.4111	944	0.4470	71.1172	20.0013
0.3521	1.4126	945	0.4469	71.2080	19.9026
0.4373	1.4141	946	0.4471	71.5713	20.1000
0.4653	1.4155	947	0.4467	72.1163	20.4158
0.3988	1.4170	948	0.4461	71.9800	20.4619
0.4283	1.4185	949	0.4457	72.1163	20.4158
0.294	1.4200	950	0.4458	72.2071	20.4158
0.3395	1.4215	951	0.4455	71.7075	19.9947
0.3184	1.4230	952	0.4456	71.6167	19.8697
0.3824	1.4245	953	0.4452	71.7984	20.0211
0.3655	1.4260	954	0.4456	71.7075	19.9618
0.3785	1.4275	955	0.4448	71.9346	19.9487
0.374	1.4290	956	0.4450	71.9346	19.9816
0.4785	1.4305	957	0.4443	71.3896	19.8500
0.5144	1.4320	958	0.4437	74.1144	20.8632
0.377	1.4335	959	0.4438	71.1172	20.1197
0.2406	1.4350	960	0.4439	71.1172	20.1526
0.3175	1.4365	961	0.4437	70.9809	20.2053
0.4266	1.4380	962	0.4438	70.5268	20.3171
0.456	1.4395	963	0.4439	70.2997	20.7053
0.2258	1.4410	964	0.4438	70.3451	20.7053
0.4923	1.4425	965	0.4439	69.9818	20.7119
0.3807	1.4439	966	0.4438	69.7548	20.9816
0.3976	1.4454	967	0.4435	69.9364	21.0869
0.3187	1.4469	968	0.4439	69.6639	20.8830
0.3474	1.4484	969	0.4437	69.5277	20.8566
0.3608	1.4499	970	0.4439	69.6639	20.8369
0.271	1.4514	971	0.4442	69.7094	20.7711
0.5535	1.4529	972	0.4441	70.1181	20.8172
0.3574	1.4544	973	0.4442	70.2997	20.9685
0.5325	1.4559	974	0.4442	70.7539	20.9619
0.3273	1.4574	975	0.4447	71.6621	21.2251
0.3945	1.4589	976	0.4452	71.7075	21.0869
0.3181	1.4604	977	0.4459	72.3433	21.1988
0.3338	1.4619	978	0.4470	73.1153	21.2514
0.3028	1.4634	979	0.4477	72.7066	20.9093
0.3897	1.4649	980	0.4481	72.6158	20.8303
0.3178	1.4664	981	0.4484	72.8429	20.9553
0.2249	1.4679	982	0.4487	72.4342	20.6922
0.3461	1.4694	983	0.4487	72.7066	20.7645
0.3677	1.4709	984	0.4489	72.2525	20.6922
0.2865	1.4723	985	0.4485	71.8438	20.6527
0.385	1.4738	986	0.4482	71.7984	20.6987
0.395	1.4753	987	0.4482	71.7984	20.6329
0.3759	1.4768	988	0.4480	71.5713	20.6132
0.2689	1.4783	989	0.4480	71.4805	20.6461
0.3821	1.4798	990	0.4483	72.6158	20.9882
0.388	1.4813	991	0.4484	72.0708	20.9948
0.2785	1.4828	992	0.4484	72.1617	21.0277
0.2795	1.4843	993	0.4482	72.2979	21.1988
0.4209	1.4858	994	0.4480	71.7530	21.0145
0.4845	1.4873	995	0.4479	71.4351	21.0803
0.4185	1.4888	996	0.4479	70.3906	20.5211
0.3554	1.4903	997	0.4474	69.9818	20.4619
0.2666	1.4918	998	0.4471	69.6185	20.3500
0.2722	1.4933	999	0.4469	69.5277	20.3829
0.2878	1.4948	1000	0.4471	69.6185	20.4553
0.2445	1.4963	1001	0.4474	69.6185	20.5869
0.3634	1.4978	1002	0.4476	68.9827	20.4750
0.2482	1.4993	1003	0.4477	69.3006	20.5211
0.4167	1.5007	1004	0.4479	69.6185	20.5342
0.2835	1.5022	1005	0.4479	69.3006	20.4685
0.4063	1.5037	1006	0.4477	69.5731	20.5474
0.2941	1.5052	1007	0.4477	69.2098	20.4619
0.2655	1.5067	1008	0.4478	69.0736	20.5211
0.3924	1.5082	1009	0.4477	68.8011	20.4158
0.5407	1.5097	1010	0.4477	68.8011	20.3763
0.4542	1.5112	1011	0.4475	68.6194	20.2974
0.2548	1.5127	1012	0.4476	71.4805	21.4027
0.3931	1.5142	1013	0.4478	68.7103	20.3829
0.3323	1.5157	1014	0.4477	68.8011	20.3105
0.3228	1.5172	1015	0.4478	68.4378	19.9947
0.5348	1.5187	1016	0.4476	69.1190	20.3895
0.5497	1.5202	1017	0.4474	72.6158	21.4948
0.2994	1.5217	1018	0.4468	72.5250	21.4751
0.3096	1.5232	1019	0.4468	72.5250	21.4619
0.3932	1.5247	1020	0.4466	72.6158	21.4290
0.5746	1.5262	1021	0.4465	72.7066	21.4883
0.4422	1.5277	1022	0.4461	72.9337	21.5080
0.3805	1.5291	1023	0.4455	73.2516	21.6133
0.3629	1.5306	1024	0.4451	72.7975	21.5014
0.2869	1.5321	1025	0.4449	69.8002	20.4224
0.3116	1.5336	1026	0.4446	70.2089	20.4158
0.3193	1.5351	1027	0.4442	70.2543	20.4290
0.3024	1.5366	1028	0.4438	70.1635	20.4553
0.2005	1.5381	1029	0.4435	70.4814	20.4290
0.4338	1.5396	1030	0.4432	70.4360	20.4750
0.4544	1.5411	1031	0.4432	70.5268	20.6790
0.3845	1.5426	1032	0.4431	70.2997	20.5277
0.3299	1.5441	1033	0.4432	69.6185	20.3829
0.2823	1.5456	1034	0.4429	69.2098	20.2711
0.4583	1.5471	1035	0.4430	69.8002	20.5803
0.2892	1.5486	1036	0.4429	69.0282	20.2316
0.2232	1.5501	1037	0.4426	69.0282	20.3566
0.4228	1.5516	1038	0.4423	69.3915	20.4948
0.5559	1.5531	1039	0.4425	69.4823	20.5935
0.4519	1.5546	1040	0.4418	72.0708	21.6264
0.4835	1.5561	1041	0.4422	69.5277	20.6264
0.3927	1.5575	1042	0.4420	71.3896	21.3172
0.2723	1.5590	1043	0.4420	70.8901	21.0869
0.334	1.5605	1044	0.4418	70.2997	21.0738
0.3017	1.5620	1045	0.4416	67.4387	19.9421
0.4831	1.5635	1046	0.4414	70.4814	21.0738
0.3256	1.5650	1047	0.4409	70.9809	21.2975
0.4222	1.5665	1048	0.4409	71.6167	21.5343
0.43	1.5680	1049	0.4408	71.5713	21.5212
0.5447	1.5695	1050	0.4406	71.5713	21.4883
0.4639	1.5710	1051	0.4405	71.5259	21.4225
0.3045	1.5725	1052	0.4404	71.7530	21.4290
0.3021	1.5740	1053	0.4400	71.7530	21.4159
0.4781	1.5755	1054	0.4400	71.8438	21.4883
0.2908	1.5770	1055	0.4399	68.8919	20.4224
0.3623	1.5785	1056	0.4399	68.8919	20.5540
0.4653	1.5800	1057	0.4401	68.5286	20.2711
0.4856	1.5815	1058	0.4400	68.6194	20.2645
0.3737	1.5830	1059	0.4400	68.6649	20.1921
0.5274	1.5845	1060	0.4400	68.1199	20.1263
0.2207	1.5859	1061	0.4403	67.7112	19.7974
0.4165	1.5874	1062	0.4402	67.6203	19.8303
0.4798	1.5889	1063	0.4406	67.7566	19.8566
0.2697	1.5904	1064	0.4403	67.7112	19.7052
0.4757	1.5919	1065	0.4407	67.4841	19.6921
0.4088	1.5934	1066	0.4407	67.4841	19.7645
0.3522	1.5949	1067	0.4408	67.5295	19.8171
0.4211	1.5964	1068	0.4411	67.8474	19.8763
0.3482	1.5979	1069	0.4414	68.0291	19.8829
0.2277	1.5994	1070	0.4415	68.4832	19.8960
0.3297	1.6009	1071	0.4416	68.2561	19.8500
0.2516	1.6024	1072	0.4419	68.6194	19.9092
0.3697	1.6039	1073	0.4421	68.4378	19.6066
0.386	1.6054	1074	0.4424	68.6194	19.7513
0.2729	1.6069	1075	0.4424	68.4832	19.6066
0.2677	1.6084	1076	0.4427	68.3470	19.6526
0.2682	1.6099	1077	0.4427	70.6176	20.3632
0.4038	1.6114	1078	0.4430	70.5722	20.3698
0.4433	1.6129	1079	0.4430	73.7057	21.4948
0.3495	1.6143	1080	0.4432	70.4814	20.3434
0.3423	1.6158	1081	0.4431	73.3424	21.3830
0.3123	1.6173	1082	0.4429	73.4332	21.2711
0.3328	1.6188	1083	0.4429	73.7965	21.4093
0.5069	1.6203	1084	0.4426	74.2507	21.5343
0.2545	1.6218	1085	0.4426	74.5232	21.6988
0.3303	1.6233	1086	0.4423	74.2053	21.8041
0.3106	1.6248	1087	0.4422	74.7956	21.7580
0.404	1.6263	1088	0.4427	74.9773	21.8633
0.4586	1.6278	1089	0.4424	75.0227	21.8172
0.3371	1.6293	1090	0.4421	72.9791	20.9158
0.338	1.6308	1091	0.4421	75.2044	21.7120
0.5775	1.6323	1092	0.4421	75.2044	21.8172
0.4866	1.6338	1093	0.4419	75.3406	21.7712
0.52	1.6353	1094	0.4420	75.0227	21.6988
0.3128	1.6368	1095	0.4419	74.9773	21.7646
0.2745	1.6383	1096	0.4418	75.1135	21.8172
0.1639	1.6398	1097	0.4420	75.1135	21.7909
0.3736	1.6413	1098	0.4422	75.2498	21.8567
0.2776	1.6428	1099	0.4422	73.3424	21.1461
0.3018	1.6442	1100	0.4421	72.9791	21.0540
0.5001	1.6457	1101	0.4422	73.0699	21.0409
0.2796	1.6472	1102	0.4422	73.4787	20.9224
0.3726	1.6487	1103	0.4426	73.5695	20.9882
0.36	1.6502	1104	0.4425	73.7511	20.9158
0.1993	1.6517	1105	0.4427	73.4787	20.8632
0.2344	1.6532	1106	0.4427	73.7965	20.9487
0.3618	1.6547	1107	0.4427	73.7057	20.9093
0.4501	1.6562	1108	0.4427	73.7511	20.9487
0.2811	1.6577	1109	0.4425	73.8420	21.0080
0.3142	1.6592	1110	0.4426	73.5241	21.0935
0.1755	1.6607	1111	0.4425	70.4360	19.9421
0.2811	1.6622	1112	0.4425	73.0699	21.0803
0.446	1.6637	1113	0.4423	72.9791	21.0343
0.4444	1.6652	1114	0.4422	72.7975	21.0277
0.3276	1.6667	1115	0.4418	72.2525	20.9948
0.2827	1.6682	1116	0.4420	72.2525	20.9422
0.2752	1.6697	1117	0.4419	68.8919	19.9224
0.3222	1.6712	1118	0.4420	68.7557	19.8960
0.4034	1.6726	1119	0.4421	68.7557	19.7776
0.3983	1.6741	1120	0.4417	68.6194	19.7776
0.2437	1.6756	1121	0.4418	68.9827	19.7710
0.4102	1.6771	1122	0.4418	68.6194	19.8303
0.4767	1.6786	1123	0.4412	68.5740	19.8697
0.4383	1.6801	1124	0.4412	68.5740	19.8500
0.3285	1.6816	1125	0.4411	68.8011	19.7974
0.4274	1.6831	1126	0.4410	68.8011	19.8631
0.46	1.6846	1127	0.4408	68.7557	19.8368
0.2956	1.6861	1128	0.4408	68.8465	19.6987
0.3005	1.6876	1129	0.4405	69.3915	19.7908
0.5167	1.6891	1130	0.4405	69.6639	19.7842
0.3475	1.6906	1131	0.4400	69.6185	19.8105
0.3009	1.6921	1132	0.4399	69.6185	19.8631
0.4213	1.6936	1133	0.4395	69.6185	19.8829
0.3898	1.6951	1134	0.4393	69.2552	19.7250
0.3984	1.6966	1135	0.4390	69.4823	19.8105
0.2182	1.6981	1136	0.4388	69.6639	19.8960
0.2541	1.6996	1137	0.4387	69.1644	19.6921
0.4886	1.7010	1138	0.4388	69.3006	19.7974
0.4739	1.7025	1139	0.4385	69.5731	19.7579
0.3692	1.7040	1140	0.4385	69.3460	19.7579
0.1961	1.7055	1141	0.4385	69.8456	19.6855
0.496	1.7070	1142	0.4385	69.8002	19.7974
0.2738	1.7085	1143	0.4382	69.7548	19.7579
0.4194	1.7100	1144	0.4381	69.8002	19.7645
0.5412	1.7115	1145	0.4379	69.8456	19.7381
0.4004	1.7130	1146	0.4380	69.8910	19.7513
0.4008	1.7145	1147	0.4377	69.8910	19.7118
0.3679	1.7160	1148	0.4371	69.8456	19.7513
0.7113	1.7175	1149	0.4372	69.7094	19.7250
0.3439	1.7190	1150	0.4369	69.5731	19.6460
0.367	1.7205	1151	0.4366	69.6185	19.6987
0.167	1.7220	1152	0.4365	72.5250	20.7843
0.3002	1.7235	1153	0.4361	69.4823	19.7447
0.2929	1.7250	1154	0.4359	69.1190	19.6921
0.2711	1.7265	1155	0.4361	68.9373	19.6658
0.255	1.7280	1156	0.4359	71.8892	20.6658
0.3527	1.7294	1157	0.4361	71.7075	20.6132
0.5	1.7309	1158	0.4361	71.3896	20.5671
0.3613	1.7324	1159	0.4362	71.3896	20.6329
0.2458	1.7339	1160	0.4362	68.3924	19.4947
0.2654	1.7354	1161	0.4359	71.2080	20.6527
0.4101	1.7369	1162	0.4359	71.2988	20.7185
0.3417	1.7384	1163	0.4361	67.8020	19.4618
0.1933	1.7399	1164	0.4358	70.9809	20.7579
0.3076	1.7414	1165	0.4361	67.7112	19.4552
0.4	1.7429	1166	0.4361	68.0745	19.5342
0.3031	1.7444	1167	0.4359	68.2561	19.7184
0.4404	1.7459	1168	0.4359	68.0291	19.7118
0.279	1.7474	1169	0.4358	71.1172	20.7382
0.3324	1.7489	1170	0.4359	70.6630	20.6461
0.559	1.7504	1171	0.4355	70.9809	20.7579
0.2155	1.7519	1172	0.4357	71.0263	20.7514
0.4334	1.7534	1173	0.4356	70.9809	20.5671
0.3746	1.7549	1174	0.4354	70.7993	20.5671
0.3202	1.7564	1175	0.4354	71.0263	20.6856
0.2459	1.7578	1176	0.4352	71.1626	20.5935
0.4538	1.7593	1177	0.4352	71.1172	20.5277
0.1546	1.7608	1178	0.4351	71.1172	20.5671
0.3433	1.7623	1179	0.4352	71.1172	20.5408
0.3157	1.7638	1180	0.4349	71.2988	20.5408
0.4613	1.7653	1181	0.4348	71.2080	20.6132
0.2892	1.7668	1182	0.4347	71.1626	20.5474
0.4469	1.7683	1183	0.4347	71.2080	20.5540
0.301	1.7698	1184	0.4344	68.0291	19.5276
0.2596	1.7713	1185	0.4344	71.5259	20.6461
0.2586	1.7728	1186	0.4345	68.2107	19.4618
0.2583	1.7743	1187	0.4345	67.8020	19.4026
0.3492	1.7758	1188	0.4346	68.0745	19.4815
0.3526	1.7773	1189	0.4342	70.7993	20.5277
0.2522	1.7788	1190	0.4343	70.7539	20.6987
0.3195	1.7803	1191	0.4340	70.6630	20.6724
0.4547	1.7818	1192	0.4342	70.9809	20.6922
0.2622	1.7833	1193	0.4341	70.8447	20.6000
0.3323	1.7848	1194	0.4342	67.4841	19.4881
0.2932	1.7862	1195	0.4341	70.4814	20.5935
0.3957	1.7877	1196	0.4341	70.6630	20.6527
0.4167	1.7892	1197	0.4341	70.4360	20.5013
0.2396	1.7907	1198	0.4344	70.5722	20.5277
0.4568	1.7922	1199	0.4342	70.6630	20.5935
0.2604	1.7937	1200	0.4342	70.6176	20.6264
0.3606	1.7952	1201	0.4342	67.5749	19.5276
0.3272	1.7967	1202	0.4340	67.8928	19.5144
0.2137	1.7982	1203	0.4342	67.7566	19.5013
0.3376	1.7997	1204	0.4343	67.9382	19.6131
0.3012	1.8012	1205	0.4345	70.7993	20.6527
0.2376	1.8027	1206	0.4343	68.0745	19.5013
0.304	1.8042	1207	0.4345	70.9355	20.6461
0.4608	1.8057	1208	0.4345	71.2080	20.6329
0.4912	1.8072	1209	0.4345	68.0745	19.6460
0.3363	1.8087	1210	0.4346	67.9382	19.5605
0.413	1.8102	1211	0.4348	71.0263	20.6593
0.2201	1.8117	1212	0.4345	71.2080	20.7250
0.4451	1.8132	1213	0.4348	71.0718	20.6264
0.3324	1.8146	1214	0.4349	71.2988	20.7382
0.3381	1.8161	1215	0.4346	68.2561	19.7052
0.3744	1.8176	1216	0.4348	68.1199	19.6131
0.2799	1.8191	1217	0.4347	67.8928	19.6329
0.3057	1.8206	1218	0.4349	67.9837	19.5934
0.4822	1.8221	1219	0.4350	68.5286	19.6855
0.3237	1.8236	1220	0.4348	67.9382	19.5079
0.2985	1.8251	1221	0.4348	68.3015	19.6263
0.4825	1.8266	1222	0.4351	71.0718	20.6066
0.2344	1.8281	1223	0.4349	68.4378	19.6329
0.4012	1.8296	1224	0.4349	68.7557	19.7118
0.3551	1.8311	1225	0.4349	68.3924	19.6131
0.4335	1.8326	1226	0.4348	71.3896	20.6395
0.1855	1.8341	1227	0.4349	71.5713	20.6593
0.3779	1.8356	1228	0.4350	71.5259	20.6395
0.4845	1.8371	1229	0.4348	68.6194	19.6329
0.268	1.8386	1230	0.4349	68.3924	19.6131
0.2296	1.8401	1231	0.4349	71.7075	20.7843
0.3194	1.8416	1232	0.4349	68.5740	19.6197
0.2646	1.8430	1233	0.4350	68.4832	19.7316
0.1569	1.8445	1234	0.4349	71.4351	20.7448
0.2999	1.8460	1235	0.4352	71.4805	20.7185
0.2924	1.8475	1236	0.4349	71.2534	20.6329
0.4916	1.8490	1237	0.4354	71.7075	20.7053
0.3976	1.8505	1238	0.4350	71.4351	20.6461
0.3443	1.8520	1239	0.4353	68.5286	19.6592
0.3382	1.8535	1240	0.4354	71.4351	20.6724
0.3039	1.8550	1241	0.4354	68.3015	19.5210
0.4272	1.8565	1242	0.4353	68.4832	19.5671
0.3295	1.8580	1243	0.4354	68.2561	19.5473
0.3166	1.8595	1244	0.4352	71.4351	20.6593
0.2371	1.8610	1245	0.4352	71.2534	20.7053
0.3965	1.8625	1246	0.4353	71.4351	20.5408
0.4406	1.8640	1247	0.4353	68.7103	19.6066
0.3867	1.8655	1248	0.4355	71.5713	20.7382
0.3401	1.8670	1249	0.4355	68.5740	19.6789
0.3146	1.8685	1250	0.4352	71.4805	20.6593
0.1951	1.8700	1251	0.4353	71.4805	20.5935
0.2616	1.8714	1252	0.4350	71.7075	20.7908
0.3831	1.8729	1253	0.4351	71.3442	20.6461
0.2838	1.8744	1254	0.4352	71.4805	20.6922
0.2815	1.8759	1255	0.4350	71.4351	20.6198
0.4808	1.8774	1256	0.4348	71.5259	20.7053
0.3657	1.8789	1257	0.4351	71.5713	20.6922
0.4395	1.8804	1258	0.4350	71.6167	20.7514
0.4487	1.8819	1259	0.4350	71.5713	20.7514
0.2426	1.8834	1260	0.4350	68.4378	19.6329
0.3453	1.8849	1261	0.4348	71.4805	20.5935
0.4931	1.8864	1262	0.4350	71.5259	20.6922
0.3275	1.8879	1263	0.4348	68.3924	19.5605
0.3243	1.8894	1264	0.4347	68.4378	19.6658
0.4798	1.8909	1265	0.4346	71.3442	20.7185
0.2983	1.8924	1266	0.4347	68.4832	19.6658
0.2057	1.8939	1267	0.4347	71.2988	20.6856
0.259	1.8954	1268	0.4349	71.4351	20.6264
0.3516	1.8969	1269	0.4345	68.3924	19.5210
0.3748	1.8984	1270	0.4348	68.4378	19.6197
0.285	1.8999	1271	0.4346	68.4832	19.5473
0.4526	1.9013	1272	0.4349	68.5286	19.5605
0.4033	1.9028	1273	0.4346	71.4805	20.6329
0.2872	1.9043	1274	0.4347	68.5740	19.5868
0.4308	1.9058	1275	0.4345	71.5259	20.6856
0.2962	1.9073	1276	0.4346	71.4351	20.7053
0.4644	1.9088	1277	0.4345	71.6167	20.6856
0.3258	1.9103	1278	0.4346	71.4351	20.5408
0.2778	1.9118	1279	0.4346	71.4351	20.6658
0.2901	1.9133	1280	0.4348	68.4378	19.4815
0.1964	1.9148	1281	0.4347	71.4805	20.7316
0.31	1.9163	1282	0.4347	71.3896	20.6724
0.491	1.9178	1283	0.4346	71.4805	20.6987
0.3658	1.9193	1284	0.4349	71.2988	20.6790
0.3088	1.9208	1285	0.4346	68.3924	19.5473
0.2454	1.9223	1286	0.4350	68.6649	19.6000
0.4175	1.9238	1287	0.4347	68.4832	19.5276
0.3185	1.9253	1288	0.4348	71.2988	20.6198
0.3801	1.9268	1289	0.4346	71.4351	20.6395
0.2648	1.9283	1290	0.4347	68.5740	19.6000
0.3689	1.9297	1291	0.4347	68.3470	19.5802
0.3182	1.9312	1292	0.4345	71.5259	20.6658
0.4324	1.9327	1293	0.4347	68.5740	19.5605
0.3466	1.9342	1294	0.4345	68.4832	19.5408
0.2149	1.9357	1295	0.4346	68.3470	19.5539
0.3128	1.9372	1296	0.4347	68.7103	19.6394
0.3368	1.9387	1297	0.4349	71.4351	20.6066
0.3327	1.9402	1298	0.4345	71.4351	20.6527
0.2759	1.9417	1299	0.4346	68.5286	19.5408
0.3604	1.9432	1300	0.4345	68.5740	19.5802
0.2163	1.9447	1301	0.4346	68.5740	19.6197
0.183	1.9462	1302	0.4346	68.4832	19.5802
0.4758	1.9477	1303	0.4346	71.5259	20.5606
0.3453	1.9492	1304	0.4347	68.5740	19.4947
0.224	1.9507	1305	0.4347	71.5259	20.6329
0.5925	1.9522	1306	0.4346	68.6649	19.5737
0.29	1.9537	1307	0.4347	68.5286	19.4881
0.3054	1.9552	1308	0.4347	68.2561	19.5144
0.3475	1.9567	1309	0.4348	71.4805	20.5803
0.315	1.9581	1310	0.4347	68.5286	19.5737
0.4196	1.9596	1311	0.4348	68.6194	19.5276
0.5702	1.9611	1312	0.4346	71.5259	20.6066
0.385	1.9626	1313	0.4347	68.5286	19.5276
0.2972	1.9641	1314	0.4350	71.5259	20.6395
0.266	1.9656	1315	0.4345	68.5286	19.5605
0.3199	1.9671	1316	0.4345	68.6194	19.5276
0.2226	1.9686	1317	0.4347	71.3442	20.6132
0.3448	1.9701	1318	0.4347	68.6194	19.5473
0.2372	1.9716	1319	0.4346	71.4805	20.6395
0.4201	1.9731	1320	0.4346	68.6649	19.5605
0.4862	1.9746	1321	0.4348	71.4805	20.7448
0.4792	1.9761	1322	0.4345	68.6649	19.5473
0.2861	1.9776	1323	0.4346	68.5740	19.5144
0.3055	1.9791	1324	0.4346	71.4805	20.6724
0.4229	1.9806	1325	0.4348	68.4378	19.5144
0.4834	1.9821	1326	0.4350	68.5286	19.5408
0.3572	1.9836	1327	0.4348	68.5740	19.5539
0.3016	1.9851	1328	0.4345	68.4378	19.5671
0.3208	1.9865	1329	0.4347	71.4805	20.6527
0.2398	1.9880	1330	0.4346	68.5286	19.5737
0.318	1.9895	1331	0.4348	68.6649	19.5934
0.2756	1.9910	1332	0.4347	68.5286	19.5144
0.2204	1.9925	1333	0.4347	71.3896	20.6198
0.3797	1.9940	1334	0.4346	71.4805	20.5935
0.3217	1.9955	1335	0.4344	71.4805	20.6264
0.4019	1.9970	1336	0.4348	68.5286	19.5868
0.5006	1.9985	1337	0.4345	68.4378	19.6066
0.2011	2.0	1338	0.4345	71.5713	20.6198

Framework versions

• Transformers 4.57.3
• Pytorch 2.9.1+cu128
• Datasets 4.4.1
• Tokenizers 0.22.1