flan-t5-rouge-squad-qg-test-09

This model is a fine-tuned version of google/flan-t5-small on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 1.2762
• Rouge1: 0.1327
• Rouge2: 0.0
• Rougel: 0.1326
• Rougelsum: 0.1327

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: 0.9
• train_batch_size: 100
• eval_batch_size: 100
• seed: 42
• gradient_accumulation_steps: 4
• total_train_batch_size: 400
• optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• lr_scheduler_type: linear
• num_epochs: 640

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum
40.2347	1.0	1	67.7025	0.0579	0.0	0.0579	0.0579
71.1168	2.0	2	115.7529	0.0	0.0	0.0	0.0
121.0384	3.0	3	695.1475	0.0	0.0	0.0	0.0
657.2283	4.0	4	399.7098	0.0	0.0	0.0	0.0
379.9301	5.0	5	210.1484	0.0	0.0	0.0	0.0
221.3088	6.0	6	89.5127	0.0	0.0	0.0	0.0
98.9781	7.0	7	151.1041	0.0	0.0	0.0	0.0
146.7279	8.0	8	155.9340	0.0	0.0	0.0	0.0
142.1144	9.0	9	40.1768	0.0	0.0	0.0	0.0
34.8965	10.0	10	180.1891	0.0	0.0	0.0	0.0
174.9345	11.0	11	118.0830	0.0232	0.0	0.0233	0.0232
115.8521	12.0	12	130.1188	0.0579	0.0	0.0579	0.0579
136.2646	13.0	13	76.9089	0.0	0.0	0.0	0.0
97.0161	14.0	14	97.6932	0.0	0.0	0.0	0.0
105.6284	15.0	15	275.7242	0.0028	0.0	0.0028	0.0028
265.2445	16.0	16	393.3607	0.0	0.0	0.0	0.0
369.2875	17.0	17	301.5455	0.0	0.0	0.0	0.0
280.8746	18.0	18	104.8325	0.0	0.0	0.0	0.0
93.0681	19.0	19	89.1598	0.0	0.0	0.0	0.0
88.0272	20.0	20	79.5146	0.0	0.0	0.0	0.0
74.1359	21.0	21	171.2352	0.0	0.0	0.0	0.0
161.5183	22.0	22	149.0352	0.0	0.0	0.0	0.0
160.7558	23.0	23	101.8120	0.0	0.0	0.0	0.0
106.1476	24.0	24	58.8112	0.0	0.0	0.0	0.0
56.0982	25.0	25	58.4749	0.0003	0.0	0.0003	0.0003
68.5289	26.0	26	53.5588	0.0	0.0	0.0	0.0
52.8235	27.0	27	107.1064	0.0	0.0	0.0	0.0
116.2639	28.0	28	105.7214	0.0007	0.0	0.0007	0.0007
120.2984	29.0	29	65.8637	0.0	0.0	0.0	0.0
89.9911	30.0	30	50.6358	0.0	0.0	0.0	0.0
50.3527	31.0	31	42.3025	0.0	0.0	0.0	0.0
52.872	32.0	32	42.8653	0.0	0.0	0.0	0.0
50.2743	33.0	33	49.0515	0.0	0.0	0.0	0.0
58.8689	34.0	34	53.5942	0.0	0.0	0.0	0.0
59.1278	35.0	35	51.6943	0.0	0.0	0.0	0.0
60.2449	36.0	36	53.2511	0.0	0.0	0.0	0.0
60.7122	37.0	37	54.3485	0.0	0.0	0.0	0.0
69.035	38.0	38	68.7670	0.0	0.0	0.0	0.0
91.4739	39.0	39	61.8712	0.0	0.0	0.0	0.0
66.6305	40.0	40	58.3201	0.0533	0.0	0.0534	0.0536
86.4893	41.0	41	36.7935	0.0	0.0	0.0	0.0
68.259	42.0	42	40.2824	0.0	0.0	0.0	0.0
51.1951	43.0	43	38.3274	0.0	0.0	0.0	0.0
74.6317	44.0	44	43.3929	0.0	0.0	0.0	0.0
51.1906	45.0	45	107.4889	0.0	0.0	0.0	0.0
116.7207	46.0	46	115.6712	0.0579	0.0	0.0579	0.0579
119.4679	47.0	47	39.0165	0.0	0.0	0.0	0.0
55.5871	48.0	48	46.4883	0.0	0.0	0.0	0.0
46.5343	49.0	49	36.8336	0.0066	0.0	0.0066	0.0066
53.1332	50.0	50	47.6387	0.0	0.0	0.0	0.0
64.9751	51.0	51	29.9109	0.0	0.0	0.0	0.0
42.4669	52.0	52	30.1997	0.0579	0.0	0.0579	0.0579
48.7399	53.0	53	34.5037	0.0	0.0	0.0	0.0
37.7893	54.0	54	50.6063	0.0	0.0	0.0	0.0
58.545	55.0	55	94.9205	0.0	0.0	0.0	0.0
108.1217	56.0	56	45.5061	0.0	0.0	0.0	0.0
72.4792	57.0	57	97.2126	0.0009	0.0	0.0009	0.0009
99.8771	58.0	58	45.9195	0.0	0.0	0.0	0.0
62.4185	59.0	59	54.0367	0.0	0.0	0.0	0.0
81.51	60.0	60	27.3582	0.0	0.0	0.0	0.0
36.4067	61.0	61	58.4180	0.0	0.0	0.0	0.0
65.1184	62.0	62	38.0517	0.0	0.0	0.0	0.0
38.2205	63.0	63	33.7238	0.0003	0.0	0.0003	0.0003
65.5986	64.0	64	47.9855	0.0	0.0	0.0	0.0
67.897	65.0	65	30.7858	0.0	0.0	0.0	0.0
41.0625	66.0	66	39.6287	0.0	0.0	0.0	0.0
41.6861	67.0	67	32.6910	0.0	0.0	0.0	0.0
35.9517	68.0	68	79.1687	0.0	0.0	0.0	0.0
103.2654	69.0	69	98.6265	0.0	0.0	0.0	0.0
108.0973	70.0	70	137.3191	0.0008	0.0	0.0008	0.0008
131.9681	71.0	71	140.1569	0.0029	0.0	0.0028	0.0029
142.7885	72.0	72	80.2447	0.0	0.0	0.0	0.0
91.2371	73.0	73	38.4419	0.0	0.0	0.0	0.0
47.8497	74.0	74	77.5846	0.0	0.0	0.0	0.0
94.8531	75.0	75	28.9754	0.0	0.0	0.0	0.0
54.4023	76.0	76	39.8744	0.0029	0.0	0.0028	0.0029
50.8226	77.0	77	41.8115	0.0	0.0	0.0	0.0
43.8818	78.0	78	35.3806	0.0	0.0	0.0	0.0
38.7161	79.0	79	35.7801	0.0	0.0	0.0	0.0
46.358	80.0	80	31.2952	0.0113	0.0	0.0113	0.0114
48.9928	81.0	81	18.7286	0.0	0.0	0.0	0.0
27.9185	82.0	82	24.1742	0.0	0.0	0.0	0.0
30.9969	83.0	83	23.9828	0.0	0.0	0.0	0.0
42.0196	84.0	84	27.5127	0.0	0.0	0.0	0.0
31.4084	85.0	85	27.1617	0.0083	0.0	0.0082	0.0082
36.5157	86.0	86	27.7420	0.0533	0.0	0.0534	0.0536
46.7745	87.0	87	25.0031	0.0	0.0	0.0	0.0
34.5241	88.0	88	24.6314	0.0	0.0	0.0	0.0
30.0029	89.0	89	21.6229	0.0	0.0	0.0	0.0
32.2166	90.0	90	24.1427	0.0	0.0	0.0	0.0
29.6401	91.0	91	51.8332	0.0	0.0	0.0	0.0
54.4644	92.0	92	34.3747	0.0	0.0	0.0	0.0
43.8098	93.0	93	62.7426	0.0	0.0	0.0	0.0
63.6061	94.0	94	31.9385	0.0216	0.0	0.0216	0.0216
40.7439	95.0	95	19.8422	0.0	0.0	0.0	0.0
26.269	96.0	96	47.3574	0.0012	0.0	0.0012	0.0013
47.1914	97.0	97	26.7888	0.0	0.0	0.0	0.0
36.5078	98.0	98	27.4832	0.0	0.0	0.0	0.0
31.9614	99.0	99	19.9428	0.0	0.0	0.0	0.0
29.0332	100.0	100	16.0533	0.0	0.0	0.0	0.0
25.8261	101.0	101	22.3750	0.0003	0.0	0.0003	0.0003
38.0836	102.0	102	20.5456	0.0	0.0	0.0	0.0
32.0062	103.0	103	27.4585	0.0	0.0	0.0	0.0
32.1656	104.0	104	21.3435	0.0	0.0	0.0	0.0
24.9656	105.0	105	18.8870	0.0533	0.0	0.0534	0.0536
23.4698	106.0	106	14.9895	0.0	0.0	0.0	0.0
20.89	107.0	107	25.0810	0.0	0.0	0.0	0.0
35.4021	108.0	108	15.6944	0.0007	0.0	0.0007	0.0007
25.4825	109.0	109	31.3995	0.0003	0.0	0.0003	0.0003
30.4104	110.0	110	16.7817	0.0	0.0	0.0	0.0
20.9472	111.0	111	15.5364	0.0005	0.0	0.0005	0.0005
22.6025	112.0	112	15.4493	0.0	0.0	0.0	0.0
19.7792	113.0	113	18.3739	0.0028	0.0	0.0028	0.0028
19.6131	114.0	114	14.6811	0.0	0.0	0.0	0.0
16.2366	115.0	115	13.2431	0.0	0.0	0.0	0.0
16.623	116.0	116	10.8878	0.0006	0.0	0.0006	0.0006
14.8108	117.0	117	11.0351	0.0533	0.0	0.0534	0.0536
14.1805	118.0	118	11.7505	0.0	0.0	0.0	0.0
14.3114	119.0	119	9.9570	0.0	0.0	0.0	0.0
13.0644	120.0	120	14.0873	0.0	0.0	0.0	0.0
21.1536	121.0	121	15.3902	0.0084	0.0	0.0085	0.0085
16.8382	122.0	122	12.2592	0.0097	0.0	0.0097	0.0097
16.6984	123.0	123	14.5642	0.0034	0.0	0.0033	0.0034
17.8663	124.0	124	17.5055	0.0	0.0	0.0	0.0
19.2848	125.0	125	16.6153	0.0	0.0	0.0	0.0
17.5325	126.0	126	10.9258	0.0579	0.0	0.0579	0.0579
16.2412	127.0	127	10.3716	0.0	0.0	0.0	0.0
16.1561	128.0	128	12.1798	0.0	0.0	0.0	0.0
14.6361	129.0	129	12.2334	0.0	0.0	0.0	0.0
13.3257	130.0	130	28.5992	0.0	0.0	0.0	0.0
26.1006	131.0	131	120.3494	0.0017	0.0	0.0017	0.0017
87.6381	132.0	132	53.0094	0.0009	0.0	0.0009	0.0009
39.5683	133.0	133	18.1287	0.0	0.0	0.0	0.0
21.1635	134.0	134	21.3574	0.0038	0.0	0.0038	0.0037
23.4735	135.0	135	19.1145	0.0	0.0	0.0	0.0
22.386	136.0	136	15.4002	0.0	0.0	0.0	0.0
18.738	137.0	137	17.7927	0.0533	0.0	0.0534	0.0536
20.3959	138.0	138	15.6402	0.0157	0.0	0.0157	0.0156
18.4935	139.0	139	14.6396	0.0	0.0	0.0	0.0
17.638	140.0	140	12.5414	0.0	0.0	0.0	0.0
17.2495	141.0	141	23.4850	0.0	0.0	0.0	0.0
23.3342	142.0	142	21.1572	0.0	0.0	0.0	0.0
21.646	143.0	143	12.4258	0.0	0.0	0.0	0.0
14.6225	144.0	144	14.3072	0.0012	0.0	0.0012	0.0012
20.9778	145.0	145	14.2267	0.0232	0.0	0.0233	0.0232
20.3104	146.0	146	12.9101	0.0	0.0	0.0	0.0
17.5247	147.0	147	12.3464	0.0082	0.0	0.0083	0.0082
15.2695	148.0	148	12.1029	0.0	0.0	0.0	0.0
13.865	149.0	149	14.1508	0.0005	0.0	0.0005	0.0005
16.8404	150.0	150	13.4443	0.0	0.0	0.0	0.0
16.8936	151.0	151	10.5064	0.0	0.0	0.0	0.0
13.1287	152.0	152	12.0879	0.0	0.0	0.0	0.0
13.2255	153.0	153	10.6951	0.0	0.0	0.0	0.0
11.619	154.0	154	9.2706	0.0	0.0	0.0	0.0
12.4358	155.0	155	11.1259	0.0	0.0	0.0	0.0
14.3467	156.0	156	10.6478	0.0097	0.0	0.0097	0.0097
13.2987	157.0	157	10.4630	0.0162	0.0	0.0162	0.0162
12.1582	158.0	158	7.3715	0.0	0.0	0.0	0.0
8.958	159.0	159	19.8355	0.0	0.0	0.0	0.0
18.5491	160.0	160	17.2172	0.0	0.0	0.0	0.0
17.1088	161.0	161	26.9034	0.0216	0.0	0.0216	0.0216
19.3189	162.0	162	13.9585	0.0	0.0	0.0	0.0
15.787	163.0	163	13.8616	0.0	0.0	0.0	0.0
15.0315	164.0	164	13.5581	0.0	0.0	0.0	0.0
15.4019	165.0	165	11.3825	0.0	0.0	0.0	0.0
15.1297	166.0	166	10.8271	0.0	0.0	0.0	0.0
15.5968	167.0	167	10.6753	0.0	0.0	0.0	0.0
12.8696	168.0	168	13.2857	0.0	0.0	0.0	0.0
14.7227	169.0	169	13.0089	0.0	0.0	0.0	0.0
15.1359	170.0	170	11.4587	0.0	0.0	0.0	0.0
14.4743	171.0	171	11.2136	0.0	0.0	0.0	0.0
16.5893	172.0	172	10.7314	0.0034	0.0	0.0033	0.0034
13.4656	173.0	173	9.2619	0.0	0.0	0.0	0.0
11.5327	174.0	174	10.3582	0.0	0.0	0.0	0.0
10.8498	175.0	175	8.3621	0.0	0.0	0.0	0.0
9.4355	176.0	176	6.4258	0.0	0.0	0.0	0.0
8.4138	177.0	177	6.8361	0.0	0.0	0.0	0.0
9.2556	178.0	178	9.1977	0.0014	0.0	0.0014	0.0013
10.827	179.0	179	8.0325	0.0	0.0	0.0	0.0
9.8845	180.0	180	5.9604	0.0	0.0	0.0	0.0
9.9876	181.0	181	8.3206	0.0	0.0	0.0	0.0
9.4248	182.0	182	6.9428	0.0	0.0	0.0	0.0
9.0506	183.0	183	7.5677	0.0	0.0	0.0	0.0
9.4178	184.0	184	7.4374	0.0	0.0	0.0	0.0
9.0358	185.0	185	10.5184	0.0	0.0	0.0	0.0
12.133	186.0	186	9.9359	0.0	0.0	0.0	0.0
11.8886	187.0	187	7.1988	0.0	0.0	0.0	0.0
8.9969	188.0	188	7.2979	0.0	0.0	0.0	0.0
9.0015	189.0	189	7.4643	0.0	0.0	0.0	0.0
8.3562	190.0	190	7.1108	0.0	0.0	0.0	0.0
7.9194	191.0	191	7.0316	0.0	0.0	0.0	0.0
10.459	192.0	192	7.5848	0.0012	0.0	0.0012	0.0013
9.8593	193.0	193	10.4175	0.0	0.0	0.0	0.0
11.2623	194.0	194	12.4496	0.0003	0.0	0.0003	0.0003
13.2261	195.0	195	9.5969	0.0048	0.0	0.0049	0.0050
11.8849	196.0	196	11.0129	0.0	0.0	0.0	0.0
14.2715	197.0	197	11.4081	0.0579	0.0	0.0579	0.0579
12.9415	198.0	198	10.6395	0.0	0.0	0.0	0.0
13.1542	199.0	199	9.4777	0.0	0.0	0.0	0.0
12.6681	200.0	200	8.8344	0.0	0.0	0.0	0.0
10.9378	201.0	201	9.7790	0.0	0.0	0.0	0.0
11.0215	202.0	202	10.2615	0.0579	0.0	0.0579	0.0579
13.4042	203.0	203	10.4747	0.0006	0.0	0.0006	0.0006
12.1295	204.0	204	9.6106	0.0	0.0	0.0	0.0
11.48	205.0	205	8.5029	0.0011	0.0	0.0011	0.0011
11.169	206.0	206	6.8395	0.0	0.0	0.0	0.0
8.92	207.0	207	8.5217	0.0	0.0	0.0	0.0
9.2752	208.0	208	7.0185	0.0	0.0	0.0	0.0
9.1068	209.0	209	5.6089	0.0	0.0	0.0	0.0
8.2449	210.0	210	5.5415	0.0	0.0	0.0	0.0
7.2263	211.0	211	6.0424	0.0	0.0	0.0	0.0
8.1784	212.0	212	11.3897	0.0232	0.0	0.0233	0.0232
12.4695	213.0	213	6.7924	0.0	0.0	0.0	0.0
9.6543	214.0	214	5.7119	0.0579	0.0	0.0579	0.0579
8.4196	215.0	215	6.9150	0.0	0.0	0.0	0.0
7.3847	216.0	216	6.1607	0.0	0.0	0.0	0.0
7.1511	217.0	217	5.6725	0.0579	0.0	0.0579	0.0579
8.0494	218.0	218	6.9799	0.0	0.0	0.0	0.0
8.531	219.0	219	6.4801	0.0	0.0	0.0	0.0
7.2639	220.0	220	4.9783	0.0	0.0	0.0	0.0
6.8961	221.0	221	7.0261	0.0	0.0	0.0	0.0
8.3229	222.0	222	6.4031	0.0821	0.0	0.0820	0.0821
8.0244	223.0	223	5.8718	0.0028	0.0	0.0028	0.0028
8.0703	224.0	224	5.4096	0.0	0.0	0.0	0.0
7.3254	225.0	225	4.0920	0.0288	0.0	0.0287	0.0286
5.6147	226.0	226	4.7411	0.0111	0.0	0.0111	0.0112
5.8901	227.0	227	7.4809	0.0	0.0	0.0	0.0
8.6436	228.0	228	6.5710	0.0	0.0	0.0	0.0
8.7705	229.0	229	8.2618	0.0	0.0	0.0	0.0
9.4856	230.0	230	8.3683	0.0	0.0	0.0	0.0
8.754	231.0	231	8.5056	0.0017	0.0	0.0016	0.0017
9.0379	232.0	232	8.6606	0.0	0.0	0.0	0.0
9.9649	233.0	233	8.6159	0.0	0.0	0.0	0.0
9.3371	234.0	234	7.7663	0.0	0.0	0.0	0.0
9.1229	235.0	235	8.4039	0.0	0.0	0.0	0.0
10.0089	236.0	236	6.6909	0.0034	0.0	0.0035	0.0034
8.7062	237.0	237	6.3279	0.0533	0.0	0.0534	0.0536
7.7908	238.0	238	7.7299	0.0	0.0	0.0	0.0
7.8125	239.0	239	6.6531	0.0	0.0	0.0	0.0
7.8551	240.0	240	6.6163	0.0	0.0	0.0	0.0
8.0925	241.0	241	5.4943	0.0	0.0	0.0	0.0
7.0879	242.0	242	7.1476	0.0	0.0	0.0	0.0
7.9641	243.0	243	7.8778	0.0747	0.0	0.0748	0.0752
8.891	244.0	244	7.3919	0.0	0.0	0.0	0.0
8.2762	245.0	245	8.8088	0.0004	0.0	0.0004	0.0004
9.4497	246.0	246	6.8241	0.0	0.0	0.0	0.0
8.2113	247.0	247	7.0310	0.0579	0.0	0.0579	0.0579
8.3159	248.0	248	10.1567	0.0	0.0	0.0	0.0
10.8462	249.0	249	7.6894	0.0028	0.0	0.0027	0.0029
9.7138	250.0	250	6.8211	0.0	0.0	0.0	0.0
9.3992	251.0	251	6.0867	0.0	0.0	0.0	0.0
9.2865	252.0	252	5.9102	0.0	0.0	0.0	0.0
7.2338	253.0	253	6.0626	0.0030	0.0	0.0030	0.0030
6.9662	254.0	254	5.1064	0.0	0.0	0.0	0.0
6.5203	255.0	255	5.9136	0.0012	0.0	0.0012	0.0013
7.2268	256.0	256	6.4754	0.0037	0.0	0.0036	0.0035
7.2786	257.0	257	6.2073	0.0006	0.0	0.0006	0.0006
6.9402	258.0	258	6.0468	0.0	0.0	0.0	0.0
6.7397	259.0	259	5.8230	0.0	0.0	0.0	0.0
6.1637	260.0	260	5.8824	0.0034	0.0	0.0035	0.0034
6.4167	261.0	261	11.8232	0.0029	0.0	0.0028	0.0029
16.4993	262.0	262	7.5245	0.0	0.0	0.0	0.0
13.0567	263.0	263	5.7219	0.0	0.0	0.0	0.0
6.7044	264.0	264	5.6373	0.0	0.0	0.0	0.0
6.4457	265.0	265	5.0552	0.0003	0.0	0.0003	0.0003
6.8635	266.0	266	4.8506	0.0	0.0	0.0	0.0
7.4182	267.0	267	6.2621	0.0533	0.0	0.0534	0.0536
7.402	268.0	268	5.6163	0.0	0.0	0.0	0.0
6.729	269.0	269	6.2633	0.0579	0.0	0.0579	0.0579
7.6012	270.0	270	9.8361	0.0	0.0	0.0	0.0
10.7974	271.0	271	8.7596	0.0112	0.0	0.0114	0.0113
9.0925	272.0	272	6.7753	0.0	0.0	0.0	0.0
7.0859	273.0	273	6.0449	0.0038	0.0	0.0038	0.0038
7.0145	274.0	274	5.9212	0.0038	0.0	0.0038	0.0038
7.2242	275.0	275	4.6304	0.0	0.0	0.0	0.0
6.2482	276.0	276	4.6316	0.0	0.0	0.0	0.0
5.8515	277.0	277	5.4439	0.0171	0.0	0.0171	0.0172
6.2327	278.0	278	5.1554	0.0028	0.0	0.0027	0.0029
6.0869	279.0	279	4.9433	0.0	0.0	0.0	0.0
6.8778	280.0	280	4.8527	0.0	0.0	0.0	0.0
6.1948	281.0	281	5.3513	0.0	0.0	0.0	0.0
5.9329	282.0	282	5.0112	0.0	0.0	0.0	0.0
6.7898	283.0	283	5.0615	0.0	0.0	0.0	0.0
6.4769	284.0	284	4.6411	0.0	0.0	0.0	0.0
5.1926	285.0	285	5.5254	0.0579	0.0	0.0579	0.0579
6.5966	286.0	286	4.9241	0.0	0.0	0.0	0.0
6.0163	287.0	287	6.6117	0.0	0.0	0.0	0.0
7.0257	288.0	288	6.5171	0.0	0.0	0.0	0.0
7.0076	289.0	289	5.7920	0.0	0.0	0.0	0.0
6.9885	290.0	290	5.4697	0.0819	0.0	0.0813	0.0812
6.4325	291.0	291	4.9449	0.0	0.0	0.0	0.0
5.5032	292.0	292	4.4427	0.0533	0.0	0.0534	0.0536
5.2608	293.0	293	4.5820	0.0	0.0	0.0	0.0
5.5319	294.0	294	6.2544	0.0	0.0	0.0	0.0
6.7519	295.0	295	6.4093	0.0	0.0	0.0	0.0
7.3363	296.0	296	4.3406	0.0	0.0	0.0	0.0
5.0228	297.0	297	3.9634	0.0	0.0	0.0	0.0
4.8346	298.0	298	5.2901	0.0014	0.0	0.0014	0.0014
5.4086	299.0	299	5.1316	0.0	0.0	0.0	0.0
5.7377	300.0	300	4.2814	0.0	0.0	0.0	0.0
5.3362	301.0	301	4.5836	0.0	0.0	0.0	0.0
5.0781	302.0	302	5.0683	0.0	0.0	0.0	0.0
5.7703	303.0	303	4.2152	0.0	0.0	0.0	0.0
5.0872	304.0	304	6.1375	0.0084	0.0	0.0085	0.0085
6.0715	305.0	305	4.6459	0.0007	0.0	0.0007	0.0007
5.1309	306.0	306	3.6677	0.0088	0.0	0.0090	0.0089
4.2936	307.0	307	3.9958	0.0	0.0	0.0	0.0
4.3308	308.0	308	4.6823	0.0	0.0	0.0	0.0
4.9569	309.0	309	5.7272	0.0029	0.0	0.0028	0.0029
6.5864	310.0	310	4.6010	0.0	0.0	0.0	0.0
6.7697	311.0	311	4.9356	0.0	0.0	0.0	0.0
6.0044	312.0	312	4.7105	0.0	0.0	0.0	0.0
5.1215	313.0	313	5.3439	0.0	0.0	0.0	0.0
5.5846	314.0	314	4.4056	0.0579	0.0	0.0579	0.0579
5.0645	315.0	315	4.0961	0.0	0.0	0.0	0.0
4.326	316.0	316	4.6181	0.0	0.0	0.0	0.0
4.8194	317.0	317	5.4983	0.0	0.0	0.0	0.0
6.2022	318.0	318	5.2714	0.0	0.0	0.0	0.0
6.9226	319.0	319	5.0662	0.0036	0.0	0.0036	0.0037
6.1365	320.0	320	4.7560	0.0012	0.0	0.0012	0.0013
5.5426	321.0	321	3.7427	0.0079	0.0	0.0079	0.0079
4.0179	322.0	322	4.8238	0.0003	0.0	0.0003	0.0003
5.5146	323.0	323	3.9643	0.0	0.0	0.0	0.0
4.6089	324.0	324	4.1877	0.0579	0.0	0.0579	0.0579
4.3537	325.0	325	3.9131	0.0821	0.0	0.0820	0.0821
4.3265	326.0	326	4.4987	0.0	0.0	0.0	0.0
4.8836	327.0	327	4.6125	0.0	0.0	0.0	0.0
6.5367	328.0	328	4.3292	0.0004	0.0	0.0004	0.0004
6.8403	329.0	329	3.6017	0.0	0.0	0.0	0.0
5.0025	330.0	330	4.5533	0.0	0.0	0.0	0.0
5.4885	331.0	331	5.1228	0.0	0.0	0.0	0.0
6.1511	332.0	332	5.0389	0.0230	0.0	0.0231	0.0230
6.235	333.0	333	5.2046	0.0	0.0	0.0	0.0
5.9215	334.0	334	4.5672	0.0	0.0	0.0	0.0
5.8017	335.0	335	4.2996	0.0	0.0	0.0	0.0
5.1153	336.0	336	4.0924	0.0533	0.0	0.0534	0.0536
4.4575	337.0	337	5.2763	0.0	0.0	0.0	0.0
5.2782	338.0	338	4.2813	0.0	0.0	0.0	0.0
4.5426	339.0	339	4.1655	0.0579	0.0	0.0579	0.0579
5.1241	340.0	340	3.7064	0.0	0.0	0.0	0.0
4.8739	341.0	341	4.0988	0.0	0.0	0.0	0.0
5.1682	342.0	342	3.6991	0.0	0.0	0.0	0.0
4.5998	343.0	343	4.2315	0.0	0.0	0.0	0.0
4.6879	344.0	344	3.2700	0.0	0.0	0.0	0.0
4.1552	345.0	345	3.7036	0.0084	0.0	0.0085	0.0085
4.7609	346.0	346	3.8260	0.0	0.0	0.0	0.0
4.4602	347.0	347	3.6144	0.0579	0.0	0.0579	0.0579
4.5104	348.0	348	4.1829	0.0	0.0	0.0	0.0
4.9382	349.0	349	3.2528	0.0	0.0	0.0	0.0
4.2956	350.0	350	3.4802	0.0	0.0	0.0	0.0
3.8903	351.0	351	3.5081	0.0003	0.0	0.0003	0.0003
4.1118	352.0	352	3.7583	0.0084	0.0	0.0085	0.0085
3.953	353.0	353	3.1603	0.0	0.0	0.0	0.0
4.8559	354.0	354	3.2152	0.0005	0.0	0.0005	0.0005
4.8379	355.0	355	2.7898	0.0	0.0	0.0	0.0
3.452	356.0	356	3.9357	0.0	0.0	0.0	0.0
3.91	357.0	357	3.9692	0.0	0.0	0.0	0.0
4.2293	358.0	358	2.9846	0.0302	0.0	0.0302	0.0301
3.4985	359.0	359	2.7492	0.0	0.0	0.0	0.0
3.2211	360.0	360	3.1645	0.0	0.0	0.0	0.0
3.4079	361.0	361	3.2523	0.0	0.0	0.0	0.0
3.8284	362.0	362	2.8407	0.0821	0.0	0.0820	0.0821
3.6832	363.0	363	2.9686	0.0	0.0	0.0	0.0
3.7212	364.0	364	3.5823	0.0034	0.0	0.0033	0.0034
4.1668	365.0	365	3.5631	0.0533	0.0	0.0534	0.0536
3.9477	366.0	366	3.0220	0.0	0.0	0.0	0.0
3.6419	367.0	367	3.0062	0.0083	0.0	0.0082	0.0082
3.6032	368.0	368	3.0112	0.0	0.0	0.0	0.0
3.8325	369.0	369	3.1014	0.0	0.0	0.0	0.0
3.9331	370.0	370	2.8641	0.0017	0.0	0.0017	0.0017
3.4056	371.0	371	3.0055	0.0	0.0	0.0	0.0
3.7334	372.0	372	2.8345	0.0579	0.0	0.0579	0.0579
3.6293	373.0	373	2.5569	0.1241	0.0	0.1240	0.1241
2.9883	374.0	374	4.6460	0.0	0.0	0.0	0.0
4.8928	375.0	375	4.8781	0.0	0.0	0.0	0.0
4.9293	376.0	376	4.0436	0.0	0.0	0.0	0.0
4.0059	377.0	377	3.6403	0.0	0.0	0.0	0.0
3.5741	378.0	378	2.8044	0.0	0.0	0.0	0.0
3.5276	379.0	379	3.2669	0.0	0.0	0.0	0.0
3.8375	380.0	380	3.6510	0.0	0.0	0.0	0.0
4.123	381.0	381	3.8786	0.0058	0.0	0.0058	0.0058
3.9967	382.0	382	3.6079	0.0	0.0	0.0	0.0
3.463	383.0	383	3.8823	0.0097	0.0	0.0097	0.0097
5.0569	384.0	384	8.7038	0.0	0.0	0.0	0.0
15.1001	385.0	385	7.3481	0.0	0.0	0.0	0.0
12.7746	386.0	386	5.0449	0.0113	0.0	0.0113	0.0114
8.111	387.0	387	5.0011	0.0113	0.0	0.0113	0.0114
7.5633	388.0	388	3.9415	0.0	0.0	0.0	0.0
5.3179	389.0	389	4.0354	0.0	0.0	0.0	0.0
5.2528	390.0	390	2.9934	0.0023	0.0	0.0023	0.0023
3.8751	391.0	391	2.6464	0.0008	0.0	0.0008	0.0008
3.2726	392.0	392	2.9407	0.0	0.0	0.0	0.0
3.9392	393.0	393	2.8067	0.0002	0.0	0.0002	0.0002
3.455	394.0	394	2.8695	0.1327	0.0	0.1326	0.1327
3.075	395.0	395	2.8968	0.0216	0.0	0.0216	0.0216
3.1917	396.0	396	2.7628	0.0028	0.0	0.0028	0.0028
3.6171	397.0	397	2.8374	0.0232	0.0	0.0233	0.0232
3.1589	398.0	398	2.9423	0.0	0.0	0.0	0.0
3.3464	399.0	399	3.1087	0.0	0.0	0.0	0.0
3.4723	400.0	400	3.1349	0.0034	0.0	0.0033	0.0034
3.2305	401.0	401	2.5734	0.0	0.0	0.0	0.0
2.6148	402.0	402	2.6175	0.0030	0.0	0.0030	0.0030
3.1088	403.0	403	2.4435	0.0533	0.0	0.0534	0.0536
2.7939	404.0	404	2.5145	0.0084	0.0	0.0085	0.0085
2.5324	405.0	405	2.1597	0.0	0.0	0.0	0.0
2.2025	406.0	406	2.4172	0.0003	0.0	0.0003	0.0003
3.2962	407.0	407	2.8384	0.0	0.0	0.0	0.0
4.0974	408.0	408	2.5325	0.0	0.0	0.0	0.0
3.3173	409.0	409	2.4865	0.0	0.0	0.0	0.0
2.8895	410.0	410	2.2297	0.0	0.0	0.0	0.0
2.3233	411.0	411	2.3920	0.0012	0.0	0.0012	0.0013
2.7209	412.0	412	1.9926	0.0579	0.0	0.0579	0.0579
2.5414	413.0	413	2.5418	0.0162	0.0	0.0162	0.0162
2.7461	414.0	414	2.9978	0.0	0.0	0.0	0.0
2.7109	415.0	415	2.6932	0.0	0.0	0.0	0.0
2.8599	416.0	416	2.3513	0.0	0.0	0.0	0.0
2.8315	417.0	417	2.2644	0.0	0.0	0.0	0.0
2.7289	418.0	418	2.2128	0.0	0.0	0.0	0.0
2.4213	419.0	419	3.1723	0.0	0.0	0.0	0.0
3.4553	420.0	420	2.8581	0.0	0.0	0.0	0.0
3.0086	421.0	421	2.4549	0.0010	0.0	0.0010	0.0010
2.4372	422.0	422	2.1765	0.0	0.0	0.0	0.0
2.2207	423.0	423	2.8989	0.0	0.0	0.0	0.0
3.3924	424.0	424	2.3633	0.0216	0.0	0.0216	0.0216
3.0365	425.0	425	2.3478	0.0	0.0	0.0	0.0
2.8498	426.0	426	2.7589	0.0	0.0	0.0	0.0
3.2103	427.0	427	2.6986	0.0	0.0	0.0	0.0
2.6548	428.0	428	2.3181	0.0	0.0	0.0	0.0
2.3672	429.0	429	2.4170	0.0113	0.0	0.0113	0.0114
3.2816	430.0	430	2.2795	0.0579	0.0	0.0579	0.0579
3.0313	431.0	431	2.2761	0.0579	0.0	0.0579	0.0579
2.3504	432.0	432	2.9040	0.0012	0.0	0.0012	0.0013
2.6147	433.0	433	3.0812	0.0	0.0	0.0	0.0
2.9537	434.0	434	3.0800	0.0008	0.0	0.0008	0.0008
3.1224	435.0	435	2.7033	0.0	0.0	0.0	0.0
2.8076	436.0	436	2.3044	0.0	0.0	0.0	0.0
2.625	437.0	437	2.1881	0.0028	0.0	0.0028	0.0028
2.7949	438.0	438	1.9067	0.0579	0.0	0.0579	0.0579
2.2672	439.0	439	2.1447	0.0	0.0	0.0	0.0
2.2789	440.0	440	1.9952	0.0	0.0	0.0	0.0
2.0363	441.0	441	1.7540	0.0	0.0	0.0	0.0
1.8356	442.0	442	2.4209	0.0	0.0	0.0	0.0
2.9945	443.0	443	2.3622	0.0	0.0	0.0	0.0
2.8482	444.0	444	2.0381	0.0029	0.0	0.0028	0.0029
2.1359	445.0	445	2.0760	0.0066	0.0	0.0066	0.0066
2.1746	446.0	446	2.1591	0.0	0.0	0.0	0.0
2.39	447.0	447	2.0455	0.0	0.0	0.0	0.0
2.1082	448.0	448	2.1714	0.0	0.0	0.0	0.0
2.3056	449.0	449	5.0111	0.0	0.0	0.0	0.0
7.1965	450.0	450	4.0761	0.0	0.0	0.0	0.0
5.039	451.0	451	2.3095	0.0	0.0	0.0	0.0
2.7574	452.0	452	2.2465	0.0	0.0	0.0	0.0
2.7785	453.0	453	2.3234	0.0	0.0	0.0	0.0
2.4839	454.0	454	2.9570	0.0	0.0	0.0	0.0
3.1861	455.0	455	2.9902	0.0	0.0	0.0	0.0
3.0825	456.0	456	2.7074	0.0	0.0	0.0	0.0
2.7263	457.0	457	2.6935	0.0	0.0	0.0	0.0
2.6862	458.0	458	2.4076	0.0	0.0	0.0	0.0
2.3568	459.0	459	2.2479	0.0	0.0	0.0	0.0
2.2729	460.0	460	2.5298	0.0232	0.0	0.0233	0.0232
2.8419	461.0	461	2.2864	0.0113	0.0	0.0113	0.0114
2.4921	462.0	462	2.1264	0.0533	0.0	0.0534	0.0536
2.1365	463.0	463	2.3111	0.0533	0.0	0.0534	0.0536
2.2324	464.0	464	2.1978	0.0689	0.0052	0.0692	0.0692
2.2453	465.0	465	2.0076	0.0	0.0	0.0	0.0
2.0608	466.0	466	1.8475	0.0	0.0	0.0	0.0
1.8261	467.0	467	1.6912	0.0	0.0	0.0	0.0
1.7698	468.0	468	1.6762	0.0	0.0	0.0	0.0
1.8656	469.0	469	1.7709	0.0	0.0	0.0	0.0
1.8658	470.0	470	1.6818	0.0	0.0	0.0	0.0
1.6158	471.0	471	1.9193	0.0	0.0	0.0	0.0
2.0824	472.0	472	1.8881	0.0	0.0	0.0	0.0
2.3605	473.0	473	1.6624	0.0	0.0	0.0	0.0
2.1619	474.0	474	1.4960	0.0661	0.0	0.0663	0.0662
1.7137	475.0	475	2.1482	0.0	0.0	0.0	0.0
2.2645	476.0	476	3.5818	0.0	0.0	0.0	0.0
4.5371	477.0	477	3.0720	0.0	0.0	0.0	0.0
3.4794	478.0	478	2.7050	0.0586	0.0	0.0579	0.0579
2.6247	479.0	479	3.1334	0.0162	0.0	0.0162	0.0162
3.1551	480.0	480	2.3447	0.0	0.0	0.0	0.0
2.2602	481.0	481	2.3224	0.0	0.0	0.0	0.0
2.1962	482.0	482	2.2850	0.0	0.0	0.0	0.0
2.4856	483.0	483	2.0168	0.0162	0.0	0.0162	0.0162
2.3317	484.0	484	1.8611	0.1258	0.0	0.1258	0.1258
2.0366	485.0	485	2.2871	0.0	0.0	0.0	0.0
2.1686	486.0	486	2.3451	0.0579	0.0	0.0579	0.0579
2.0389	487.0	487	2.0809	0.0	0.0	0.0	0.0
1.871	488.0	488	3.1074	0.0	0.0	0.0	0.0
3.8837	489.0	489	2.7983	0.0	0.0	0.0	0.0
4.0577	490.0	490	1.9997	0.0002	0.0	0.0002	0.0002
2.246	491.0	491	2.0486	0.0579	0.0	0.0579	0.0579
2.0881	492.0	492	2.1321	0.0597	0.0	0.0597	0.0597
2.2572	493.0	493	2.0316	0.0216	0.0	0.0216	0.0216
1.9473	494.0	494	2.1557	0.0	0.0	0.0	0.0
2.1004	495.0	495	1.9728	0.0	0.0	0.0	0.0
1.86	496.0	496	2.0148	0.0004	0.0	0.0004	0.0004
2.1659	497.0	497	1.8633	0.0	0.0	0.0	0.0
2.0301	498.0	498	1.7968	0.0	0.0	0.0	0.0
1.7438	499.0	499	2.0318	0.0	0.0	0.0	0.0
1.9207	500.0	500	1.9499	0.1188	0.0	0.1165	0.1187
1.8435	501.0	501	1.8438	0.0579	0.0	0.0579	0.0579
1.7408	502.0	502	1.6147	0.0	0.0	0.0	0.0
1.6222	503.0	503	1.5253	0.0	0.0	0.0	0.0
1.6294	504.0	504	1.5520	0.0533	0.0	0.0534	0.0536
1.6334	505.0	505	1.4441	0.0579	0.0	0.0579	0.0579
1.4827	506.0	506	1.4120	0.0	0.0	0.0	0.0
1.4838	507.0	507	1.5355	0.0	0.0	0.0	0.0
1.5184	508.0	508	1.5745	0.0	0.0	0.0	0.0
1.482	509.0	509	1.4835	0.0	0.0	0.0	0.0
1.4131	510.0	510	1.3750	0.0533	0.0	0.0534	0.0536
1.4555	511.0	511	1.4352	0.0	0.0	0.0	0.0
1.4481	512.0	512	1.4220	0.0	0.0	0.0	0.0
1.4378	513.0	513	1.4308	0.0	0.0	0.0	0.0
1.4284	514.0	514	1.7352	0.0066	0.0	0.0066	0.0066
1.8961	515.0	515	1.5424	0.0	0.0	0.0	0.0
1.5567	516.0	516	1.5653	0.0	0.0	0.0	0.0
1.4994	517.0	517	1.5362	0.0	0.0	0.0	0.0
1.5716	518.0	518	1.4708	0.0	0.0	0.0	0.0
1.5751	519.0	519	1.4016	0.0	0.0	0.0	0.0
1.4924	520.0	520	1.6008	0.0	0.0	0.0	0.0
1.4637	521.0	521	1.6638	0.0	0.0	0.0	0.0
1.4651	522.0	522	1.4356	0.0	0.0	0.0	0.0
1.3518	523.0	523	1.3654	0.0028	0.0	0.0027	0.0029
1.4765	524.0	524	1.3160	0.0579	0.0	0.0579	0.0579
1.4759	525.0	525	1.5279	0.0061	0.0	0.0061	0.0062
1.5543	526.0	526	1.6023	0.0	0.0	0.0	0.0
1.5326	527.0	527	1.7992	0.0	0.0	0.0	0.0
1.818	528.0	528	1.6547	0.0	0.0	0.0	0.0
1.6136	529.0	529	1.4866	0.0	0.0	0.0	0.0
1.5146	530.0	530	1.3928	0.0	0.0	0.0	0.0
1.4355	531.0	531	1.4760	0.0	0.0	0.0	0.0
1.488	532.0	532	1.5481	0.0	0.0	0.0	0.0
1.5881	533.0	533	1.5234	0.0	0.0	0.0	0.0
1.4918	534.0	534	1.4997	0.0	0.0	0.0	0.0
1.4417	535.0	535	1.5819	0.0	0.0	0.0	0.0
1.4983	536.0	536	1.5823	0.0	0.0	0.0	0.0
1.5052	537.0	537	1.5494	0.0	0.0	0.0	0.0
1.4903	538.0	538	1.4987	0.0	0.0	0.0	0.0
1.4045	539.0	539	1.3960	0.0	0.0	0.0	0.0
1.3312	540.0	540	1.4226	0.0	0.0	0.0	0.0
1.4863	541.0	541	1.3492	0.0	0.0	0.0	0.0
1.4359	542.0	542	1.3852	0.0162	0.0	0.0162	0.0162
1.3918	543.0	543	1.4970	0.0533	0.0	0.0534	0.0536
1.4796	544.0	544	1.4693	0.0	0.0	0.0	0.0
1.3841	545.0	545	1.4078	0.0	0.0	0.0	0.0
1.3427	546.0	546	1.3539	0.0	0.0	0.0	0.0
1.3613	547.0	547	1.3427	0.0	0.0	0.0	0.0
1.3086	548.0	548	1.5058	0.0	0.0	0.0	0.0
1.3794	549.0	549	1.5321	0.0	0.0	0.0	0.0
1.3699	550.0	550	1.4797	0.0	0.0	0.0	0.0
1.3408	551.0	551	1.3659	0.0	0.0	0.0	0.0
1.299	552.0	552	1.4025	0.0	0.0	0.0	0.0
1.3086	553.0	553	1.4275	0.0	0.0	0.0	0.0
1.2771	554.0	554	1.4278	0.0	0.0	0.0	0.0
1.2948	555.0	555	1.4043	0.0	0.0	0.0	0.0
1.2602	556.0	556	1.3772	0.0	0.0	0.0	0.0
1.2442	557.0	557	1.3216	0.0	0.0	0.0	0.0
1.2105	558.0	558	1.3693	0.0	0.0	0.0	0.0
1.3253	559.0	559	1.3074	0.0	0.0	0.0	0.0
1.2344	560.0	560	1.3119	0.0	0.0	0.0	0.0
1.2067	561.0	561	1.3822	0.0	0.0	0.0	0.0
1.291	562.0	562	1.3686	0.0	0.0	0.0	0.0
1.232	563.0	563	1.3539	0.0	0.0	0.0	0.0
1.2157	564.0	564	1.3318	0.0	0.0	0.0	0.0
1.2374	565.0	565	1.3166	0.0	0.0	0.0	0.0
1.2085	566.0	566	1.4042	0.0	0.0	0.0	0.0
1.2316	567.0	567	1.5626	0.0	0.0	0.0	0.0
1.4081	568.0	568	1.5247	0.0	0.0	0.0	0.0
1.3201	569.0	569	1.4372	0.0	0.0	0.0	0.0
1.2646	570.0	570	1.3599	0.0	0.0	0.0	0.0
1.2571	571.0	571	1.3824	0.0	0.0	0.0	0.0
1.322	572.0	572	1.3680	0.0	0.0	0.0	0.0
1.2552	573.0	573	1.3843	0.0	0.0	0.0	0.0
1.231	574.0	574	1.4104	0.0	0.0	0.0	0.0
1.2456	575.0	575	1.3794	0.0	0.0	0.0	0.0
1.229	576.0	576	1.3079	0.0	0.0	0.0	0.0
1.2029	577.0	577	1.3020	0.0	0.0	0.0	0.0
1.2273	578.0	578	1.3334	0.0	0.0	0.0	0.0
1.2199	579.0	579	1.3784	0.0	0.0	0.0	0.0
1.2122	580.0	580	1.5923	0.0	0.0	0.0	0.0
1.4483	581.0	581	1.5898	0.0	0.0	0.0	0.0
1.4318	582.0	582	1.5317	0.0	0.0	0.0	0.0
1.339	583.0	583	1.4438	0.0	0.0	0.0	0.0
1.2333	584.0	584	1.3580	0.0	0.0	0.0	0.0
1.2328	585.0	585	1.2865	0.0	0.0	0.0	0.0
1.2231	586.0	586	1.3264	0.0	0.0	0.0	0.0
1.2588	587.0	587	1.4741	0.0	0.0	0.0	0.0
1.4266	588.0	588	1.3417	0.0	0.0	0.0	0.0
1.2462	589.0	589	1.3111	0.1327	0.0	0.1326	0.1327
1.2043	590.0	590	1.3561	0.0	0.0	0.0	0.0
1.2338	591.0	591	1.3607	0.0	0.0	0.0	0.0
1.1905	592.0	592	1.3750	0.0	0.0	0.0	0.0
1.2188	593.0	593	1.3612	0.0	0.0	0.0	0.0
1.2333	594.0	594	1.2966	0.0	0.0	0.0	0.0
1.1862	595.0	595	1.3206	0.0	0.0	0.0	0.0
1.1937	596.0	596	1.3338	0.0	0.0	0.0	0.0
1.1685	597.0	597	1.3430	0.0	0.0	0.0	0.0
1.1881	598.0	598	1.3987	0.0	0.0	0.0	0.0
1.2772	599.0	599	1.3712	0.1028	0.0	0.1027	0.1027
1.2652	600.0	600	1.2810	0.1327	0.0	0.1326	0.1327
1.1835	601.0	601	1.3187	0.0	0.0	0.0	0.0
1.2098	602.0	602	1.3640	0.0	0.0	0.0	0.0
1.2522	603.0	603	1.3275	0.0	0.0	0.0	0.0
1.1792	604.0	604	1.3364	0.0	0.0	0.0	0.0
1.1911	605.0	605	1.3404	0.0	0.0	0.0	0.0
1.2214	606.0	606	1.3174	0.0	0.0	0.0	0.0
1.187	607.0	607	1.3284	0.0	0.0	0.0	0.0
1.1756	608.0	608	1.3516	0.0	0.0	0.0	0.0
1.1703	609.0	609	1.3975	0.0	0.0	0.0	0.0
1.2038	610.0	610	1.3751	0.0	0.0	0.0	0.0
1.1827	611.0	611	1.3275	0.0	0.0	0.0	0.0
1.1526	612.0	612	1.2797	0.0	0.0	0.0	0.0
1.1518	613.0	613	1.2797	0.0	0.0	0.0	0.0
1.182	614.0	614	1.2867	0.0	0.0	0.0	0.0
1.1606	615.0	615	1.3227	0.0	0.0	0.0	0.0
1.1362	616.0	616	1.3540	0.0	0.0	0.0	0.0
1.151	617.0	617	1.3438	0.0	0.0	0.0	0.0
1.1578	618.0	618	1.2950	0.0	0.0	0.0	0.0
1.1387	619.0	619	1.2653	0.0180	0.0	0.0178	0.0181
1.1399	620.0	620	1.2732	0.1327	0.0	0.1326	0.1327
1.1493	621.0	621	1.2860	0.1327	0.0	0.1326	0.1327
1.1649	622.0	622	1.2953	0.1327	0.0	0.1326	0.1327
1.1482	623.0	623	1.3048	0.1327	0.0	0.1326	0.1327
1.1355	624.0	624	1.3083	0.0	0.0	0.0	0.0
1.1344	625.0	625	1.3019	0.0	0.0	0.0	0.0
1.1439	626.0	626	1.2820	0.0	0.0	0.0	0.0
1.1397	627.0	627	1.2665	0.0	0.0	0.0	0.0
1.1287	628.0	628	1.2742	0.1327	0.0	0.1326	0.1327
1.1278	629.0	629	1.2924	0.1327	0.0	0.1326	0.1327
1.1255	630.0	630	1.3059	0.1327	0.0	0.1326	0.1327
1.1249	631.0	631	1.3091	0.1327	0.0	0.1326	0.1327
1.1257	632.0	632	1.3015	0.0657	0.0	0.0657	0.0660
1.1243	633.0	633	1.2884	0.0180	0.0	0.0178	0.0181
1.1253	634.0	634	1.2768	0.1044	0.0	0.1044	0.1045
1.1234	635.0	635	1.2703	0.1327	0.0	0.1326	0.1327
1.1201	636.0	636	1.2688	0.1327	0.0	0.1326	0.1327
1.1224	637.0	637	1.2706	0.1327	0.0	0.1326	0.1327
1.1192	638.0	638	1.2728	0.1327	0.0	0.1326	0.1327
1.123	639.0	639	1.2750	0.1327	0.0	0.1326	0.1327
1.1248	640.0	640	1.2762	0.1327	0.0	0.1326	0.1327

Framework versions

• Transformers 4.48.3
• Pytorch 2.5.1+cu124
• Datasets 3.3.0
• Tokenizers 0.21.0