flan-t5-rouge-squad-qg-test-08

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: 1.3083
• Rouge1: 0.1189
• Rouge2: 0.0
• Rougel: 0.1189
• Rougelsum: 0.1188

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: 0.8
• 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	58.3588	0.0580	0.0	0.0580	0.0579
60.1952	2.0	2	93.9184	0.0	0.0	0.0	0.0
99.9782	3.0	3	452.2027	0.0	0.0	0.0	0.0
433.4892	4.0	4	351.2002	0.0	0.0	0.0	0.0
335.2377	5.0	5	79.4302	0.0232	0.0	0.0233	0.0234
69.9046	6.0	6	127.3996	0.0	0.0	0.0	0.0
127.7059	7.0	7	79.3658	0.0	0.0	0.0	0.0
66.8957	8.0	8	381.5165	0.0085	0.0	0.0085	0.0085
347.2716	9.0	9	646.8359	0.0	0.0	0.0	0.0
601.9658	10.0	10	396.9304	0.0	0.0	0.0	0.0
385.0443	11.0	11	88.5551	0.0032	0.0	0.0032	0.0032
83.8369	12.0	12	172.0182	0.0580	0.0	0.0580	0.0579
200.9621	13.0	13	172.4089	0.0	0.0	0.0	0.0
214.3504	14.0	14	154.7082	0.0	0.0	0.0	0.0
180.8223	15.0	15	278.9406	0.0	0.0	0.0	0.0
278.347	16.0	16	490.9780	0.0	0.0	0.0	0.0
460.7508	17.0	17	548.7852	0.0	0.0	0.0	0.0
508.4126	18.0	18	388.3028	0.0	0.0	0.0	0.0
371.3964	19.0	19	115.4051	0.0	0.0	0.0	0.0
105.4568	20.0	20	95.0789	0.0	0.0	0.0	0.0
108.343	21.0	21	386.4788	0.0232	0.0	0.0233	0.0234
407.0474	22.0	22	332.2014	0.0	0.0	0.0	0.0
365.9318	23.0	23	217.4932	0.0	0.0	0.0	0.0
231.9605	24.0	24	89.2156	0.0024	0.0	0.0024	0.0024
100.1504	25.0	25	108.6142	0.0	0.0	0.0	0.0
96.5978	26.0	26	304.8578	0.0019	0.0	0.0020	0.0019
279.3239	27.0	27	351.8167	0.0	0.0	0.0	0.0
325.8211	28.0	28	253.0221	0.0	0.0	0.0	0.0
232.9515	29.0	29	94.3044	0.0	0.0	0.0	0.0
79.3568	30.0	30	92.5807	0.0580	0.0	0.0580	0.0579
114.4771	31.0	31	193.3736	0.0	0.0	0.0	0.0
198.1825	32.0	32	221.2757	0.0	0.0	0.0	0.0
207.1825	33.0	33	159.7420	0.0	0.0	0.0	0.0
164.8014	34.0	34	105.0513	0.0	0.0	0.0	0.0
97.6861	35.0	35	96.5696	0.0	0.0	0.0	0.0
101.4532	36.0	36	92.8226	0.0	0.0	0.0	0.0
93.0818	37.0	37	87.8666	0.0	0.0	0.0	0.0
94.2667	38.0	38	87.7774	0.0	0.0	0.0	0.0
91.5092	39.0	39	81.2463	0.0	0.0	0.0	0.0
83.3683	40.0	40	101.1298	0.0	0.0	0.0	0.0
120.9368	41.0	41	198.7286	0.0162	0.0	0.0162	0.0163
219.7581	42.0	42	223.0065	0.0	0.0	0.0	0.0
237.4585	43.0	43	252.9718	0.0112	0.0	0.0112	0.0109
242.2431	44.0	44	173.8441	0.0079	0.0	0.0079	0.0079
175.6499	45.0	45	131.3144	0.0	0.0	0.0	0.0
144.4433	46.0	46	41.3066	0.0	0.0	0.0	0.0
46.3492	47.0	47	92.1104	0.0	0.0	0.0	0.0
94.5327	48.0	48	83.9863	0.0	0.0	0.0	0.0
75.563	49.0	49	73.5104	0.0	0.0	0.0	0.0
70.5295	50.0	50	101.0254	0.0	0.0	0.0	0.0
116.0319	51.0	51	63.2708	0.0	0.0	0.0	0.0
95.442	52.0	52	110.7052	0.0	0.0	0.0	0.0
112.3192	53.0	53	64.9393	0.0	0.0	0.0	0.0
76.5288	54.0	54	65.8804	0.0	0.0	0.0	0.0
77.2162	55.0	55	70.4177	0.0	0.0	0.0	0.0
76.9387	56.0	56	81.5926	0.0097	0.0	0.0097	0.0096
97.6045	57.0	57	85.0957	0.0002	0.0	0.0002	0.0002
104.4116	58.0	58	112.6977	0.0	0.0	0.0	0.0
124.8963	59.0	59	163.1481	0.0580	0.0	0.0580	0.0579
167.3844	60.0	60	38.5339	0.0	0.0	0.0	0.0
58.9096	61.0	61	70.0259	0.0	0.0	0.0	0.0
87.4092	62.0	62	36.9454	0.0	0.0	0.0	0.0
43.5477	63.0	63	54.9138	0.0	0.0	0.0	0.0
70.5396	64.0	64	58.2474	0.0580	0.0	0.0580	0.0579
84.9928	65.0	65	53.2045	0.0	0.0	0.0	0.0
61.8106	66.0	66	26.0060	0.0	0.0	0.0	0.0
35.0682	67.0	67	51.7031	0.0	0.0	0.0	0.0
60.136	68.0	68	37.9245	0.0	0.0	0.0	0.0
49.1767	69.0	69	43.0088	0.0	0.0	0.0	0.0
46.2205	70.0	70	33.1883	0.0	0.0	0.0	0.0
40.7051	71.0	71	32.8073	0.0	0.0	0.0	0.0
49.8391	72.0	72	69.3675	0.0517	0.0	0.0518	0.0521
79.3203	73.0	73	40.0489	0.0191	0.0	0.0191	0.0192
61.6406	74.0	74	31.8140	0.0	0.0	0.0	0.0
41.9534	75.0	75	28.0789	0.0	0.0	0.0	0.0
48.2708	76.0	76	33.7648	0.0	0.0	0.0	0.0
45.4353	77.0	77	31.6623	0.0	0.0	0.0	0.0
41.0865	78.0	78	157.5538	0.0024	0.0	0.0024	0.0024
151.8947	79.0	79	252.4817	0.0	0.0	0.0	0.0
253.4981	80.0	80	145.0389	0.0313	0.0	0.0313	0.0313
147.7657	81.0	81	125.3299	0.0009	0.0	0.0008	0.0009
123.1012	82.0	82	169.8811	0.0	0.0	0.0	0.0
170.5851	83.0	83	143.1501	0.0016	0.0	0.0017	0.0017
149.8688	84.0	84	70.5212	0.0	0.0	0.0	0.0
84.1258	85.0	85	127.3032	0.0580	0.0	0.0580	0.0579
143.1443	86.0	86	44.6488	0.0580	0.0	0.0580	0.0579
71.9802	87.0	87	66.6116	0.0	0.0	0.0	0.0
73.6939	88.0	88	72.7184	0.0	0.0	0.0	0.0
73.0064	89.0	89	54.7080	0.0	0.0	0.0	0.0
55.5089	90.0	90	173.2664	0.0	0.0	0.0	0.0
191.6967	91.0	91	248.3145	0.0	0.0	0.0	0.0
274.064	92.0	92	266.5201	0.0003	0.0	0.0003	0.0003
271.3323	93.0	93	327.0865	0.0	0.0	0.0	0.0
327.5332	94.0	94	253.5327	0.0	0.0	0.0	0.0
248.9381	95.0	95	163.0488	0.0034	0.0	0.0034	0.0034
166.5811	96.0	96	110.8449	0.0046	0.0	0.0046	0.0046
127.7738	97.0	97	116.7087	0.0012	0.0	0.0012	0.0012
118.0758	98.0	98	124.9278	0.0580	0.0	0.0580	0.0579
135.6046	99.0	99	87.6149	0.0	0.0	0.0	0.0
99.264	100.0	100	144.9551	0.0	0.0	0.0	0.0
145.1328	101.0	101	78.3277	0.0	0.0	0.0	0.0
87.453	102.0	102	45.7118	0.0	0.0	0.0	0.0
62.0017	103.0	103	46.5732	0.0	0.0	0.0	0.0
60.5887	104.0	104	44.5983	0.0	0.0	0.0	0.0
52.823	105.0	105	36.6552	0.0	0.0	0.0	0.0
60.8782	106.0	106	25.2165	0.0	0.0	0.0	0.0
37.5672	107.0	107	59.9794	0.0	0.0	0.0	0.0
79.0046	108.0	108	43.3584	0.0029	0.0	0.0028	0.0029
63.1651	109.0	109	84.0638	0.0	0.0	0.0	0.0
84.0241	110.0	110	27.6737	0.0	0.0	0.0	0.0
32.245	111.0	111	94.6583	0.0	0.0	0.0	0.0
106.0034	112.0	112	59.1572	0.0580	0.0	0.0580	0.0579
76.1623	113.0	113	36.7226	0.0	0.0	0.0	0.0
47.0523	114.0	114	36.3926	0.0	0.0	0.0	0.0
38.1943	115.0	115	34.2190	0.0	0.0	0.0	0.0
48.3057	116.0	116	26.3204	0.0	0.0	0.0	0.0
36.4173	117.0	117	35.9955	0.0	0.0	0.0	0.0
40.3055	118.0	118	59.3538	0.0	0.0	0.0	0.0
68.2193	119.0	119	39.4673	0.0	0.0	0.0	0.0
43.5502	120.0	120	24.7021	0.0	0.0	0.0	0.0
37.9617	121.0	121	22.7974	0.0	0.0	0.0	0.0
31.0605	122.0	122	40.1980	0.0085	0.0	0.0085	0.0085
50.8397	123.0	123	35.9516	0.0058	0.0	0.0058	0.0058
49.5407	124.0	124	22.9357	0.0	0.0	0.0	0.0
29.2269	125.0	125	44.4940	0.0	0.0	0.0	0.0
50.5144	126.0	126	34.3482	0.0	0.0	0.0	0.0
38.5186	127.0	127	32.2846	0.0	0.0	0.0	0.0
38.0462	128.0	128	24.5242	0.0	0.0	0.0	0.0
30.7786	129.0	129	46.3323	0.0580	0.0	0.0580	0.0579
56.4115	130.0	130	82.8570	0.0013	0.0	0.0013	0.0013
85.3404	131.0	131	37.1776	0.0034	0.0	0.0034	0.0034
41.9381	132.0	132	118.6035	0.0	0.0	0.0	0.0
129.085	133.0	133	189.1968	0.0118	0.0	0.0119	0.0121
204.4038	134.0	134	100.5237	0.0003	0.0	0.0003	0.0003
121.1639	135.0	135	32.9180	0.0	0.0	0.0	0.0
35.3552	136.0	136	34.0076	0.0	0.0	0.0	0.0
34.8796	137.0	137	23.1043	0.0	0.0	0.0	0.0
28.0591	138.0	138	39.0555	0.0	0.0	0.0	0.0
56.0942	139.0	139	19.9691	0.0	0.0	0.0	0.0
27.6919	140.0	140	62.4610	0.0	0.0	0.0	0.0
64.3723	141.0	141	57.4028	0.0	0.0	0.0	0.0
61.1723	142.0	142	24.7648	0.0	0.0	0.0	0.0
26.3156	143.0	143	80.0292	0.0	0.0	0.0	0.0
97.865	144.0	144	91.8159	0.0232	0.0	0.0233	0.0234
112.3175	145.0	145	32.4044	0.0	0.0	0.0	0.0
47.1987	146.0	146	66.9166	0.0	0.0	0.0	0.0
75.4817	147.0	147	53.6355	0.0	0.0	0.0	0.0
62.5755	148.0	148	46.5808	0.0	0.0	0.0	0.0
49.3201	149.0	149	35.8959	0.0	0.0	0.0	0.0
51.1132	150.0	150	129.0485	0.0	0.0	0.0	0.0
155.3889	151.0	151	106.3227	0.0580	0.0	0.0580	0.0579
126.8892	152.0	152	27.6459	0.0	0.0	0.0	0.0
38.0284	153.0	153	41.5918	0.0	0.0	0.0	0.0
53.6177	154.0	154	62.5428	0.0008	0.0	0.0008	0.0008
66.8206	155.0	155	51.0545	0.0	0.0	0.0	0.0
51.2717	156.0	156	45.4021	0.0	0.0	0.0	0.0
44.0437	157.0	157	35.9663	0.0	0.0	0.0	0.0
37.8492	158.0	158	27.1398	0.0	0.0	0.0	0.0
35.7279	159.0	159	25.0771	0.0	0.0	0.0	0.0
34.2535	160.0	160	21.6961	0.0	0.0	0.0	0.0
28.9676	161.0	161	27.3079	0.0	0.0	0.0	0.0
51.1172	162.0	162	28.3878	0.0	0.0	0.0	0.0
36.0469	163.0	163	27.7861	0.0	0.0	0.0	0.0
33.5175	164.0	164	32.9411	0.0	0.0	0.0	0.0
35.2031	165.0	165	28.7112	0.0	0.0	0.0	0.0
32.032	166.0	166	21.4621	0.0	0.0	0.0	0.0
25.5711	167.0	167	74.6398	0.0	0.0	0.0	0.0
88.0986	168.0	168	67.5522	0.0580	0.0	0.0580	0.0579
77.2959	169.0	169	79.9180	0.0009	0.0	0.0009	0.0009
84.877	170.0	170	30.4788	0.0	0.0	0.0	0.0
42.0929	171.0	171	27.4174	0.0	0.0	0.0	0.0
33.3758	172.0	172	28.7470	0.0	0.0	0.0	0.0
30.6812	173.0	173	39.8943	0.0	0.0	0.0	0.0
53.9923	174.0	174	24.1723	0.0	0.0	0.0	0.0
33.5513	175.0	175	30.5040	0.0	0.0	0.0	0.0
37.6988	176.0	176	50.4452	0.0037	0.0	0.0037	0.0037
57.2147	177.0	177	35.1817	0.0	0.0	0.0	0.0
38.0296	178.0	178	26.4485	0.0	0.0	0.0	0.0
32.1028	179.0	179	20.8642	0.0	0.0	0.0	0.0
26.9186	180.0	180	18.8801	0.0	0.0	0.0	0.0
24.4421	181.0	181	26.9570	0.0	0.0	0.0	0.0
32.3532	182.0	182	22.3920	0.0	0.0	0.0	0.0
24.7072	183.0	183	24.5755	0.0	0.0	0.0	0.0
38.7167	184.0	184	19.2118	0.0	0.0	0.0	0.0
22.3497	185.0	185	29.1232	0.0	0.0	0.0	0.0
27.7393	186.0	186	27.2138	0.0	0.0	0.0	0.0
26.5831	187.0	187	19.6391	0.0	0.0	0.0	0.0
23.837	188.0	188	19.0287	0.0112	0.0	0.0113	0.0112
32.753	189.0	189	17.6062	0.0	0.0	0.0	0.0
25.3142	190.0	190	22.2893	0.0	0.0	0.0	0.0
24.6404	191.0	191	21.3691	0.0	0.0	0.0	0.0
22.673	192.0	192	16.0322	0.0	0.0	0.0	0.0
19.7711	193.0	193	11.9144	0.0	0.0	0.0	0.0
18.4624	194.0	194	16.2933	0.0	0.0	0.0	0.0
23.1153	195.0	195	13.7087	0.0	0.0	0.0	0.0
16.1275	196.0	196	63.4631	0.0580	0.0	0.0580	0.0579
71.4951	197.0	197	32.3450	0.0	0.0	0.0	0.0
50.007	198.0	198	14.6208	0.0	0.0	0.0	0.0
17.4771	199.0	199	16.5682	0.0	0.0	0.0	0.0
17.4843	200.0	200	15.6496	0.0	0.0	0.0	0.0
21.1941	201.0	201	12.9318	0.0	0.0	0.0	0.0
15.1036	202.0	202	33.3847	0.0008	0.0	0.0008	0.0008
35.4809	203.0	203	34.9088	0.0	0.0	0.0	0.0
40.2907	204.0	204	30.7930	0.0	0.0	0.0	0.0
42.9994	205.0	205	16.1533	0.0	0.0	0.0	0.0
18.2696	206.0	206	14.0188	0.0	0.0	0.0	0.0
17.7181	207.0	207	14.3148	0.0083	0.0	0.0083	0.0084
18.4829	208.0	208	17.5313	0.0	0.0	0.0	0.0
20.8826	209.0	209	19.7362	0.0	0.0	0.0	0.0
21.4326	210.0	210	16.7260	0.0	0.0	0.0	0.0
18.9311	211.0	211	15.7372	0.0	0.0	0.0	0.0
22.0111	212.0	212	34.5431	0.0534	0.0	0.0535	0.0536
38.1936	213.0	213	13.9301	0.0	0.0	0.0	0.0
18.8979	214.0	214	15.9670	0.0	0.0	0.0	0.0
20.3439	215.0	215	13.8027	0.0	0.0	0.0	0.0
16.5261	216.0	216	23.4075	0.0	0.0	0.0	0.0
24.0707	217.0	217	22.7548	0.0	0.0	0.0	0.0
23.1023	218.0	218	15.6802	0.0	0.0	0.0	0.0
18.139	219.0	219	39.0241	0.0580	0.0	0.0580	0.0579
49.2142	220.0	220	52.9862	0.0	0.0	0.0	0.0
64.8019	221.0	221	18.2633	0.0034	0.0	0.0034	0.0034
25.9926	222.0	222	23.4951	0.0	0.0	0.0	0.0
24.7397	223.0	223	23.9274	0.0	0.0	0.0	0.0
24.8384	224.0	224	18.5969	0.0	0.0	0.0	0.0
21.4975	225.0	225	13.9917	0.0	0.0	0.0	0.0
19.9053	226.0	226	14.7194	0.0	0.0	0.0	0.0
23.4605	227.0	227	15.2290	0.0138	0.0	0.0139	0.0138
21.1351	228.0	228	13.2109	0.0	0.0	0.0	0.0
16.8827	229.0	229	13.2376	0.0	0.0	0.0	0.0
16.1018	230.0	230	13.9505	0.0112	0.0	0.0112	0.0111
19.3227	231.0	231	13.0529	0.0	0.0	0.0	0.0
16.0633	232.0	232	15.3890	0.0	0.0	0.0	0.0
16.9447	233.0	233	11.5671	0.0	0.0	0.0	0.0
13.4067	234.0	234	12.5962	0.1191	0.0	0.1192	0.1192
21.378	235.0	235	14.3602	0.0	0.0	0.0	0.0
24.5025	236.0	236	14.7088	0.0	0.0	0.0	0.0
18.6438	237.0	237	15.4088	0.0	0.0	0.0	0.0
17.8574	238.0	238	14.5312	0.0	0.0	0.0	0.0
16.3446	239.0	239	13.2921	0.0	0.0	0.0	0.0
20.7011	240.0	240	12.2332	0.0	0.0	0.0	0.0
17.5275	241.0	241	19.3758	0.0	0.0	0.0	0.0
23.7279	242.0	242	22.2332	0.0	0.0	0.0	0.0
23.791	243.0	243	18.2728	0.0	0.0	0.0	0.0
19.5814	244.0	244	13.7466	0.0	0.0	0.0	0.0
19.4176	245.0	245	14.2387	0.0	0.0	0.0	0.0
22.3709	246.0	246	15.0524	0.0	0.0	0.0	0.0
18.3793	247.0	247	12.9086	0.0	0.0	0.0	0.0
14.9115	248.0	248	11.7602	0.0	0.0	0.0	0.0
18.2174	249.0	249	10.4353	0.0	0.0	0.0	0.0
14.8589	250.0	250	25.4885	0.0	0.0	0.0	0.0
31.8309	251.0	251	26.8900	0.0	0.0	0.0	0.0
31.7025	252.0	252	17.8278	0.0	0.0	0.0	0.0
18.0906	253.0	253	15.1869	0.0	0.0	0.0	0.0
17.8986	254.0	254	13.3149	0.0	0.0	0.0	0.0
17.8799	255.0	255	15.1064	0.0	0.0	0.0	0.0
17.5037	256.0	256	14.9228	0.0	0.0	0.0	0.0
16.5622	257.0	257	12.7102	0.0	0.0	0.0	0.0
15.1778	258.0	258	11.0979	0.0	0.0	0.0	0.0
13.2562	259.0	259	8.8884	0.0	0.0	0.0	0.0
15.1098	260.0	260	15.5915	0.0024	0.0	0.0024	0.0024
19.6052	261.0	261	10.9499	0.0	0.0	0.0	0.0
18.2139	262.0	262	10.3672	0.0784	0.0	0.0789	0.0788
14.369	263.0	263	11.1529	0.0	0.0	0.0	0.0
12.582	264.0	264	9.8996	0.0	0.0	0.0	0.0
13.3278	265.0	265	9.5936	0.0	0.0	0.0	0.0
11.3276	266.0	266	8.8215	0.0	0.0	0.0	0.0
11.6963	267.0	267	7.9921	0.0	0.0	0.0	0.0
12.9052	268.0	268	9.0224	0.0030	0.0	0.0030	0.0031
12.7022	269.0	269	7.3174	0.0	0.0	0.0	0.0
9.5751	270.0	270	7.5036	0.0	0.0	0.0	0.0
8.998	271.0	271	6.7072	0.0	0.0	0.0	0.0
9.0576	272.0	272	11.0404	0.0037	0.0	0.0036	0.0036
13.5579	273.0	273	9.9731	0.0	0.0	0.0	0.0
10.7833	274.0	274	6.5196	0.0580	0.0	0.0580	0.0579
10.2578	275.0	275	6.5183	0.0151	0.0	0.0155	0.0154
8.3458	276.0	276	16.5246	0.0	0.0	0.0	0.0
15.9344	277.0	277	13.3226	0.0	0.0	0.0	0.0
13.9307	278.0	278	8.5751	0.0	0.0	0.0	0.0
9.8058	279.0	279	17.9811	0.0	0.0	0.0	0.0
24.6478	280.0	280	22.1556	0.0003	0.0	0.0003	0.0003
30.0199	281.0	281	9.1941	0.0186	0.0	0.0187	0.0187
12.7042	282.0	282	13.9706	0.0	0.0	0.0	0.0
14.5983	283.0	283	14.4064	0.0	0.0	0.0	0.0
14.5838	284.0	284	11.2517	0.0	0.0	0.0	0.0
12.3905	285.0	285	10.3038	0.0	0.0	0.0	0.0
14.8202	286.0	286	8.7131	0.0	0.0	0.0	0.0
12.8797	287.0	287	10.0787	0.0911	0.0	0.0913	0.0914
11.6049	288.0	288	31.4302	0.0016	0.0	0.0016	0.0016
36.2101	289.0	289	18.6676	0.0	0.0	0.0	0.0
23.9456	290.0	290	19.3710	0.0	0.0	0.0	0.0
23.3128	291.0	291	14.7941	0.0911	0.0	0.0913	0.0914
15.1178	292.0	292	9.9528	0.0	0.0	0.0	0.0
11.9403	293.0	293	8.6378	0.0	0.0	0.0	0.0
10.8753	294.0	294	8.8026	0.0	0.0	0.0	0.0
9.8274	295.0	295	7.7750	0.0	0.0	0.0	0.0
9.9832	296.0	296	11.0183	0.0066	0.0	0.0066	0.0066
17.2824	297.0	297	11.2241	0.0139	0.0	0.0140	0.0139
17.2033	298.0	298	7.4218	0.0	0.0	0.0	0.0
10.1318	299.0	299	10.4822	0.0034	0.0	0.0034	0.0034
11.5476	300.0	300	9.6319	0.0	0.0	0.0	0.0
12.0461	301.0	301	9.8586	0.0	0.0	0.0	0.0
14.0984	302.0	302	11.2333	0.0003	0.0	0.0003	0.0003
19.1527	303.0	303	10.6799	0.0007	0.0	0.0007	0.0007
13.8976	304.0	304	11.6803	0.0	0.0	0.0	0.0
13.0896	305.0	305	12.1817	0.0	0.0	0.0	0.0
13.5395	306.0	306	10.6617	0.0	0.0	0.0	0.0
13.4265	307.0	307	11.3243	0.0058	0.0	0.0057	0.0056
13.1645	308.0	308	9.5753	0.0024	0.0	0.0024	0.0023
11.9336	309.0	309	9.2462	0.1328	0.0	0.1327	0.1327
13.1631	310.0	310	8.6403	0.0	0.0	0.0	0.0
11.2258	311.0	311	9.6999	0.0	0.0	0.0	0.0
11.24	312.0	312	7.3184	0.0	0.0	0.0	0.0
8.9419	313.0	313	11.2891	0.0	0.0	0.0	0.0
19.3824	314.0	314	15.0466	0.0580	0.0	0.0580	0.0579
22.7239	315.0	315	10.1359	0.0	0.0	0.0	0.0
17.7422	316.0	316	9.4389	0.0	0.0	0.0	0.0
10.535	317.0	317	8.9606	0.0	0.0	0.0	0.0
9.6089	318.0	318	7.9692	0.0	0.0	0.0	0.0
10.1699	319.0	319	8.0319	0.0	0.0	0.0	0.0
9.6683	320.0	320	10.3050	0.0	0.0	0.0	0.0
12.3957	321.0	321	10.9663	0.0	0.0	0.0	0.0
13.3503	322.0	322	7.2477	0.0	0.0	0.0	0.0
8.5306	323.0	323	8.1387	0.0	0.0	0.0	0.0
12.7283	324.0	324	8.0679	0.0	0.0	0.0	0.0
12.097	325.0	325	7.7827	0.0	0.0	0.0	0.0
9.2471	326.0	326	9.0440	0.0	0.0	0.0	0.0
10.5036	327.0	327	8.3674	0.0	0.0	0.0	0.0
9.4209	328.0	328	7.0946	0.0	0.0	0.0	0.0
8.9611	329.0	329	6.2292	0.0	0.0	0.0	0.0
7.6984	330.0	330	4.9149	0.1328	0.0	0.1327	0.1327
6.2955	331.0	331	4.1649	0.1287	0.0	0.1287	0.1286
5.6033	332.0	332	17.3257	0.0	0.0	0.0	0.0
20.5913	333.0	333	12.0707	0.0	0.0	0.0	0.0
18.4995	334.0	334	11.7599	0.0	0.0	0.0	0.0
16.1351	335.0	335	15.2974	0.0	0.0	0.0	0.0
17.6017	336.0	336	7.3225	0.0	0.0	0.0	0.0
10.4697	337.0	337	7.9413	0.0	0.0	0.0	0.0
9.5878	338.0	338	9.1868	0.0580	0.0	0.0580	0.0579
11.4315	339.0	339	9.6790	0.0	0.0	0.0	0.0
11.2563	340.0	340	8.7113	0.0	0.0	0.0	0.0
10.2926	341.0	341	6.4983	0.0	0.0	0.0	0.0
10.1689	342.0	342	9.0896	0.0	0.0	0.0	0.0
15.3217	343.0	343	10.2682	0.0	0.0	0.0	0.0
18.5009	344.0	344	7.1578	0.0152	0.0	0.0152	0.0153
11.6696	345.0	345	6.0977	0.0	0.0	0.0	0.0
7.9696	346.0	346	8.7150	0.0	0.0	0.0	0.0
9.2435	347.0	347	8.0923	0.0	0.0	0.0	0.0
8.509	348.0	348	7.2370	0.1328	0.0	0.1327	0.1327
8.8937	349.0	349	7.2544	0.0177	0.0	0.0178	0.0178
8.8821	350.0	350	7.1394	0.0	0.0	0.0	0.0
8.3284	351.0	351	7.8699	0.0068	0.0	0.0068	0.0068
8.383	352.0	352	7.1342	0.0	0.0	0.0	0.0
8.1341	353.0	353	9.2541	0.0	0.0	0.0	0.0
12.5112	354.0	354	7.6283	0.0	0.0	0.0	0.0
10.0669	355.0	355	5.9387	0.0	0.0	0.0	0.0
7.0375	356.0	356	4.6903	0.1328	0.0	0.1327	0.1327
6.2769	357.0	357	6.4864	0.0	0.0	0.0	0.0
7.6905	358.0	358	5.1522	0.0	0.0	0.0	0.0
6.2729	359.0	359	4.8962	0.0232	0.0	0.0233	0.0234
7.7385	360.0	360	5.2598	0.0	0.0	0.0	0.0
7.9688	361.0	361	6.1442	0.0	0.0	0.0	0.0
8.3924	362.0	362	5.3590	0.0269	0.0018	0.0270	0.0273
7.0671	363.0	363	7.0226	0.0	0.0	0.0	0.0
9.19	364.0	364	6.9843	0.0	0.0	0.0	0.0
8.395	365.0	365	5.6303	0.0	0.0	0.0	0.0
6.9607	366.0	366	5.3667	0.0	0.0	0.0	0.0
6.6004	367.0	367	5.7531	0.0	0.0	0.0	0.0
8.4166	368.0	368	5.6923	0.0	0.0	0.0	0.0
8.5551	369.0	369	5.4505	0.0771	0.0	0.0772	0.0775
7.3361	370.0	370	4.5063	0.1328	0.0	0.1327	0.1327
6.26	371.0	371	4.8696	0.0	0.0	0.0	0.0
7.3728	372.0	372	5.7901	0.0085	0.0	0.0085	0.0085
8.7902	373.0	373	5.0825	0.0	0.0	0.0	0.0
6.6434	374.0	374	5.8519	0.0003	0.0	0.0003	0.0003
7.9732	375.0	375	5.5866	0.0004	0.0	0.0004	0.0004
7.0869	376.0	376	5.6343	0.0	0.0	0.0	0.0
6.4132	377.0	377	5.5635	0.0	0.0	0.0	0.0
5.8459	378.0	378	5.7277	0.0	0.0	0.0	0.0
6.3	379.0	379	5.5036	0.0	0.0	0.0	0.0
7.5516	380.0	380	5.0009	0.0	0.0	0.0	0.0
7.6447	381.0	381	3.9578	0.0	0.0	0.0	0.0
5.8646	382.0	382	5.3158	0.0	0.0	0.0	0.0
6.2502	383.0	383	4.0575	0.1328	0.0	0.1327	0.1327
5.3028	384.0	384	4.7839	0.0	0.0	0.0	0.0
5.392	385.0	385	4.7017	0.0	0.0	0.0	0.0
5.6009	386.0	386	4.0647	0.0	0.0	0.0	0.0
5.2721	387.0	387	4.2225	0.0	0.0	0.0	0.0
4.9335	388.0	388	4.1926	0.0	0.0	0.0	0.0
5.2139	389.0	389	3.8022	0.0517	0.0	0.0518	0.0521
4.8324	390.0	390	4.6188	0.0054	0.0	0.0054	0.0054
5.1997	391.0	391	4.4771	0.0002	0.0	0.0002	0.0002
5.0492	392.0	392	3.9861	0.0	0.0	0.0	0.0
4.8486	393.0	393	3.8076	0.0215	0.0	0.0217	0.0217
4.4996	394.0	394	3.7844	0.0	0.0	0.0	0.0
4.579	395.0	395	4.0475	0.0	0.0	0.0	0.0
4.8463	396.0	396	3.3735	0.0580	0.0	0.0580	0.0579
4.4607	397.0	397	4.2410	0.0	0.0	0.0	0.0
4.7143	398.0	398	3.4203	0.0	0.0	0.0	0.0
4.1924	399.0	399	3.1722	0.0	0.0	0.0	0.0
3.923	400.0	400	3.1979	0.0580	0.0	0.0580	0.0579
4.3841	401.0	401	3.6678	0.0003	0.0	0.0003	0.0003
5.0595	402.0	402	3.5254	0.0	0.0	0.0	0.0
4.7385	403.0	403	4.8675	0.0	0.0	0.0	0.0
5.9159	404.0	404	5.7289	0.0	0.0	0.0	0.0
8.0848	405.0	405	4.3307	0.0019	0.0	0.0018	0.0019
5.6793	406.0	406	4.2584	0.0	0.0	0.0	0.0
5.2043	407.0	407	4.9736	0.0	0.0	0.0	0.0
5.3562	408.0	408	4.9236	0.0	0.0	0.0	0.0
5.2543	409.0	409	5.2622	0.0	0.0	0.0	0.0
6.1989	410.0	410	4.2794	0.0	0.0	0.0	0.0
5.6229	411.0	411	3.6370	0.1194	0.0	0.1194	0.1194
4.7939	412.0	412	3.9255	0.0646	0.0	0.0645	0.0645
5.6794	413.0	413	3.7287	0.0750	0.0084	0.0747	0.0747
4.9046	414.0	414	3.4862	0.0	0.0	0.0	0.0
4.152	415.0	415	3.0705	0.0	0.0	0.0	0.0
3.749	416.0	416	3.9578	0.0	0.0	0.0	0.0
4.4107	417.0	417	3.5991	0.0031	0.0	0.0031	0.0031
4.54	418.0	418	3.5137	0.0	0.0	0.0	0.0
5.3154	419.0	419	2.7792	0.0585	0.0	0.0584	0.0584
3.7832	420.0	420	4.1830	0.0	0.0	0.0	0.0
5.1098	421.0	421	3.2299	0.0075	0.0	0.0074	0.0074
4.1359	422.0	422	3.0466	0.0	0.0	0.0	0.0
3.6796	423.0	423	3.8789	0.0	0.0	0.0	0.0
4.3422	424.0	424	3.8436	0.0	0.0	0.0	0.0
4.441	425.0	425	3.5893	0.0	0.0	0.0	0.0
4.5406	426.0	426	2.8175	0.1074	0.0	0.1074	0.1073
3.7353	427.0	427	3.3427	0.0	0.0	0.0	0.0
3.5769	428.0	428	2.9795	0.0652	0.0	0.0647	0.0646
3.5165	429.0	429	2.6424	0.1328	0.0	0.1327	0.1327
3.0512	430.0	430	3.1119	0.0	0.0	0.0	0.0
3.4932	431.0	431	3.5085	0.0009	0.0	0.0009	0.0009
3.8484	432.0	432	12.4446	0.0009	0.0	0.0009	0.0009
13.3529	433.0	433	6.9813	0.0	0.0	0.0	0.0
10.033	434.0	434	4.0423	0.0	0.0	0.0	0.0
6.3754	435.0	435	3.7890	0.0	0.0	0.0	0.0
5.6476	436.0	436	3.4071	0.0041	0.0	0.0042	0.0042
4.2	437.0	437	4.1430	0.0014	0.0	0.0013	0.0014
4.6937	438.0	438	3.3552	0.0034	0.0	0.0034	0.0034
3.8484	439.0	439	2.7910	0.0	0.0	0.0	0.0
3.5287	440.0	440	2.9142	0.0017	0.0	0.0019	0.0019
3.4875	441.0	441	3.3059	0.0232	0.0	0.0233	0.0234
4.2793	442.0	442	3.2690	0.0088	0.0	0.0085	0.0088
3.9122	443.0	443	3.3855	0.0037	0.0	0.0037	0.0037
3.8469	444.0	444	2.8381	0.0	0.0	0.0	0.0
3.7186	445.0	445	2.8302	0.0	0.0	0.0	0.0
3.8793	446.0	446	3.4053	0.0534	0.0	0.0535	0.0536
3.887	447.0	447	2.9395	0.0002	0.0	0.0002	0.0002
3.7334	448.0	448	3.2268	0.0514	0.0	0.0512	0.0513
4.1921	449.0	449	2.9083	0.0	0.0	0.0	0.0
3.6992	450.0	450	2.7579	0.0	0.0	0.0	0.0
3.2269	451.0	451	2.5687	0.0818	0.0	0.0824	0.0824
3.0667	452.0	452	3.3895	0.0232	0.0	0.0233	0.0234
3.7564	453.0	453	2.8896	0.0067	0.0	0.0067	0.0067
3.6088	454.0	454	2.3765	0.1328	0.0	0.1327	0.1327
2.9297	455.0	455	2.3515	0.0	0.0	0.0	0.0
2.6306	456.0	456	2.1522	0.0594	0.0	0.0594	0.0594
2.6943	457.0	457	2.5494	0.0215	0.0	0.0217	0.0217
2.9321	458.0	458	2.0138	0.0580	0.0	0.0580	0.0579
2.75	459.0	459	2.2027	0.0014	0.0	0.0014	0.0014
3.3195	460.0	460	1.8938	0.0667	0.0	0.0666	0.0667
2.532	461.0	461	3.0904	0.0	0.0	0.0	0.0
3.1188	462.0	462	3.6782	0.0	0.0	0.0	0.0
3.6365	463.0	463	2.8245	0.0	0.0	0.0	0.0
3.03	464.0	464	3.2324	0.0024	0.0	0.0024	0.0024
4.7674	465.0	465	2.6549	0.1027	0.0	0.1025	0.1025
3.6299	466.0	466	3.6768	0.0	0.0	0.0	0.0
4.0913	467.0	467	3.9394	0.0534	0.0	0.0535	0.0536
3.8772	468.0	468	3.3045	0.0	0.0	0.0	0.0
3.2984	469.0	469	2.5985	0.0580	0.0	0.0580	0.0579
3.1382	470.0	470	2.6135	0.0	0.0	0.0	0.0
3.3179	471.0	471	2.4607	0.0	0.0	0.0	0.0
2.7436	472.0	472	2.9092	0.0	0.0	0.0	0.0
3.2061	473.0	473	2.0137	0.1328	0.0	0.1327	0.1327
2.4177	474.0	474	1.9576	0.0	0.0	0.0	0.0
2.197	475.0	475	2.8583	0.0003	0.0	0.0003	0.0003
2.8478	476.0	476	3.1375	0.0	0.0	0.0	0.0
3.3025	477.0	477	2.2122	0.0005	0.0	0.0005	0.0005
2.4186	478.0	478	2.2800	0.0580	0.0	0.0580	0.0579
3.1209	479.0	479	2.7207	0.0	0.0	0.0	0.0
3.668	480.0	480	2.4615	0.0034	0.0	0.0035	0.0034
2.9688	481.0	481	2.5038	0.0	0.0	0.0	0.0
3.0381	482.0	482	2.3369	0.0013	0.0	0.0013	0.0013
2.8924	483.0	483	2.6146	0.0008	0.0	0.0008	0.0008
3.0926	484.0	484	2.2657	0.0580	0.0	0.0580	0.0579
2.4136	485.0	485	2.7460	0.0	0.0	0.0	0.0
2.9602	486.0	486	2.6658	0.0162	0.0	0.0162	0.0163
3.0649	487.0	487	2.1838	0.0	0.0	0.0	0.0
2.4304	488.0	488	2.0163	0.0617	0.0013	0.0618	0.0617
2.5009	489.0	489	2.3156	0.0088	0.0	0.0087	0.0088
2.5877	490.0	490	3.1705	0.0002	0.0	0.0002	0.0002
3.4607	491.0	491	2.4232	0.1328	0.0	0.1327	0.1327
2.6668	492.0	492	1.9567	0.0580	0.0	0.0580	0.0579
2.4762	493.0	493	2.3634	0.0	0.0	0.0	0.0
2.9865	494.0	494	2.3562	0.0	0.0	0.0	0.0
3.0481	495.0	495	2.5583	0.0030	0.0	0.0031	0.0032
2.9917	496.0	496	2.2455	0.0	0.0	0.0	0.0
2.5772	497.0	497	2.5819	0.0	0.0	0.0	0.0
2.6823	498.0	498	2.6202	0.0	0.0	0.0	0.0
2.8646	499.0	499	2.1774	0.1328	0.0	0.1327	0.1327
2.4633	500.0	500	1.8853	0.1328	0.0	0.1327	0.1327
2.2125	501.0	501	1.6621	0.1328	0.0	0.1327	0.1327
1.9099	502.0	502	1.9114	0.0	0.0	0.0	0.0
2.3873	503.0	503	1.9544	0.0	0.0	0.0	0.0
2.3551	504.0	504	2.0663	0.0094	0.0	0.0093	0.0093
2.3702	505.0	505	1.7521	0.0	0.0	0.0	0.0
2.0754	506.0	506	1.6258	0.0	0.0	0.0	0.0
1.7476	507.0	507	1.8618	0.0029	0.0	0.0028	0.0029
2.018	508.0	508	2.0432	0.0085	0.0	0.0085	0.0085
2.4317	509.0	509	1.6278	0.1328	0.0	0.1327	0.1327
2.0054	510.0	510	1.8891	0.1328	0.0	0.1327	0.1327
2.5731	511.0	511	1.8422	0.0534	0.0	0.0535	0.0536
2.0669	512.0	512	1.8747	0.0	0.0	0.0	0.0
1.911	513.0	513	1.6833	0.0	0.0	0.0	0.0
1.9302	514.0	514	1.8942	0.0	0.0	0.0	0.0
2.0969	515.0	515	1.6999	0.0	0.0	0.0	0.0
1.8122	516.0	516	1.7369	0.0	0.0	0.0	0.0
1.8902	517.0	517	1.7333	0.0	0.0	0.0	0.0
1.7839	518.0	518	1.7713	0.1328	0.0	0.1327	0.1327
1.9673	519.0	519	1.6076	0.1328	0.0	0.1327	0.1327
1.8054	520.0	520	2.5085	0.0	0.0	0.0	0.0
2.4775	521.0	521	2.5981	0.0016	0.0	0.0016	0.0016
2.4891	522.0	522	2.1390	0.0	0.0	0.0	0.0
2.0572	523.0	523	1.9225	0.0	0.0	0.0	0.0
2.2283	524.0	524	7.4138	0.0024	0.0	0.0024	0.0024
7.5266	525.0	525	3.9890	0.0024	0.0	0.0024	0.0024
4.8189	526.0	526	2.1795	0.0	0.0	0.0	0.0
2.4567	527.0	527	2.8058	0.0	0.0	0.0	0.0
2.7049	528.0	528	3.1895	0.0035	0.0	0.0035	0.0035
3.0322	529.0	529	3.0875	0.0180	0.0	0.0178	0.0178
2.9843	530.0	530	2.3678	0.0682	0.0	0.0682	0.0681
2.2746	531.0	531	2.2004	0.1328	0.0	0.1327	0.1327
2.3539	532.0	532	2.1328	0.0	0.0	0.0	0.0
2.3351	533.0	533	2.8533	0.0003	0.0	0.0003	0.0003
3.0338	534.0	534	2.9399	0.0	0.0	0.0	0.0
3.0846	535.0	535	2.6939	0.0022	0.0	0.0022	0.0022
2.6765	536.0	536	2.1932	0.0	0.0	0.0	0.0
2.2711	537.0	537	2.0104	0.0	0.0	0.0	0.0
2.1568	538.0	538	2.3032	0.0013	0.0	0.0013	0.0013
2.7213	539.0	539	2.1234	0.0	0.0	0.0	0.0
2.4031	540.0	540	2.1395	0.1328	0.0	0.1327	0.1327
2.1203	541.0	541	2.0140	0.1328	0.0	0.1327	0.1327
1.9282	542.0	542	2.0600	0.0	0.0	0.0	0.0
2.2787	543.0	543	2.2455	0.0	0.0	0.0	0.0
2.7883	544.0	544	1.8657	0.0	0.0	0.0	0.0
2.1647	545.0	545	1.9140	0.0580	0.0	0.0580	0.0579
2.1179	546.0	546	1.9603	0.0215	0.0	0.0217	0.0217
2.0699	547.0	547	1.8976	0.0232	0.0	0.0233	0.0234
2.0812	548.0	548	1.9620	0.0326	0.0	0.0328	0.0329
2.3294	549.0	549	1.8512	0.0	0.0	0.0	0.0
2.2245	550.0	550	1.8329	0.1328	0.0	0.1327	0.1327
1.9775	551.0	551	1.9734	0.0	0.0	0.0	0.0
1.8859	552.0	552	1.8515	0.1328	0.0	0.1327	0.1327
1.7961	553.0	553	1.6996	0.1328	0.0	0.1327	0.1327
1.6941	554.0	554	1.8372	0.1328	0.0	0.1327	0.1327
1.7519	555.0	555	1.7114	0.1328	0.0	0.1327	0.1327
1.6678	556.0	556	1.5749	0.1056	0.0	0.1054	0.1052
1.6814	557.0	557	1.5917	0.0	0.0	0.0	0.0
1.5652	558.0	558	1.7427	0.0	0.0	0.0	0.0
1.5907	559.0	559	1.5698	0.0	0.0	0.0	0.0
1.4555	560.0	560	1.6238	0.1328	0.0	0.1327	0.1327
1.8149	561.0	561	1.5323	0.1328	0.0	0.1327	0.1327
1.6433	562.0	562	1.8456	0.0216	0.0	0.0216	0.0215
1.6712	563.0	563	1.9874	0.0534	0.0	0.0535	0.0536
1.7469	564.0	564	1.6477	0.0534	0.0	0.0535	0.0536
1.5023	565.0	565	1.5320	0.1328	0.0	0.1327	0.1327
1.6379	566.0	566	1.5319	0.1328	0.0	0.1327	0.1327
1.6472	567.0	567	1.6145	0.0	0.0	0.0	0.0
1.5566	568.0	568	1.6154	0.0	0.0	0.0	0.0
1.4856	569.0	569	1.5299	0.0078	0.0	0.0077	0.0077
1.4825	570.0	570	1.4925	0.0580	0.0	0.0580	0.0579
1.4415	571.0	571	1.5486	0.0021	0.0	0.0021	0.0021
1.4198	572.0	572	1.4320	0.1328	0.0	0.1327	0.1327
1.3721	573.0	573	1.3928	0.1328	0.0	0.1327	0.1327
1.4409	574.0	574	1.4562	0.0772	0.0	0.0771	0.0770
1.3924	575.0	575	1.5300	0.0229	0.0	0.0230	0.0231
1.4002	576.0	576	1.3968	0.0	0.0	0.0	0.0
1.3082	577.0	577	1.3864	0.1328	0.0	0.1327	0.1327
1.3758	578.0	578	1.3972	0.0	0.0	0.0	0.0
1.3141	579.0	579	1.5269	0.0259	0.0	0.0258	0.0259
1.4466	580.0	580	1.4671	0.0229	0.0	0.0230	0.0231
1.4102	581.0	581	1.3958	0.1328	0.0	0.1327	0.1327
1.3811	582.0	582	1.3800	0.1328	0.0	0.1327	0.1327
1.3591	583.0	583	1.3812	0.1158	0.0	0.1155	0.1157
1.3147	584.0	584	1.4368	0.0901	0.0	0.0904	0.0904
1.3136	585.0	585	1.3766	0.1328	0.0	0.1327	0.1327
1.2775	586.0	586	1.3499	0.1328	0.0	0.1327	0.1327
1.2943	587.0	587	1.4265	0.0	0.0	0.0	0.0
1.2861	588.0	588	1.3755	0.0	0.0	0.0	0.0
1.254	589.0	589	1.3537	0.1328	0.0	0.1327	0.1327
1.3421	590.0	590	1.3406	0.1328	0.0	0.1327	0.1327
1.2574	591.0	591	1.6244	0.0	0.0	0.0	0.0
1.3884	592.0	592	1.6693	0.0	0.0	0.0	0.0
1.4236	593.0	593	1.4279	0.0	0.0	0.0	0.0
1.2668	594.0	594	1.4010	0.1328	0.0	0.1327	0.1327
1.3984	595.0	595	1.4057	0.1328	0.0	0.1327	0.1327
1.4117	596.0	596	1.4702	0.0029	0.0	0.0029	0.0029
1.3521	597.0	597	1.4964	0.0891	0.0	0.0892	0.0894
1.3037	598.0	598	1.4425	0.0517	0.0	0.0518	0.0521
1.302	599.0	599	1.4139	0.0118	0.0	0.0118	0.0117
1.3323	600.0	600	1.3726	0.1328	0.0	0.1327	0.1327
1.2733	601.0	601	1.3963	0.0821	0.0	0.0821	0.0821
1.2653	602.0	602	1.3691	0.1256	0.0	0.1256	0.1254
1.2655	603.0	603	1.3229	0.1328	0.0	0.1327	0.1327
1.2525	604.0	604	1.3483	0.1057	0.0	0.1057	0.1057
1.2423	605.0	605	1.3644	0.0597	0.0	0.0597	0.0597
1.2265	606.0	606	1.3449	0.1328	0.0	0.1327	0.1327
1.2412	607.0	607	1.3321	0.1328	0.0	0.1327	0.1327
1.2492	608.0	608	1.3240	0.1328	0.0	0.1327	0.1327
1.2079	609.0	609	1.3552	0.0	0.0	0.0	0.0
1.2197	610.0	610	1.3350	0.0974	0.0	0.0975	0.0977
1.2207	611.0	611	1.3158	0.1189	0.0	0.1189	0.1188
1.2	612.0	612	1.4113	0.1256	0.0	0.1256	0.1254
1.2508	613.0	613	1.4000	0.0821	0.0	0.0821	0.0821
1.2481	614.0	614	1.3097	0.1328	0.0	0.1327	0.1327
1.2098	615.0	615	1.3020	0.1328	0.0	0.1327	0.1327
1.217	616.0	616	1.3156	0.1328	0.0	0.1327	0.1327
1.2289	617.0	617	1.3480	0.0749	0.0	0.0749	0.0746
1.2204	618.0	618	1.3465	0.1287	0.0	0.1286	0.1287
1.1996	619.0	619	1.3129	0.1328	0.0	0.1327	0.1327
1.2003	620.0	620	1.3211	0.1328	0.0	0.1327	0.1327
1.2046	621.0	621	1.3381	0.0597	0.0	0.0597	0.0597
1.1939	622.0	622	1.3270	0.0890	0.0	0.0889	0.0890
1.187	623.0	623	1.3288	0.0951	0.0	0.0949	0.0951
1.2034	624.0	624	1.3093	0.1328	0.0	0.1327	0.1327
1.197	625.0	625	1.3107	0.1129	0.0	0.1130	0.1128
1.1853	626.0	626	1.3308	0.0702	0.0	0.0703	0.0701
1.1903	627.0	627	1.3286	0.1116	0.0	0.1116	0.1115
1.194	628.0	628	1.3169	0.1129	0.0	0.1130	0.1128
1.1781	629.0	629	1.3205	0.1142	0.0	0.1142	0.1140
1.1824	630.0	630	1.3113	0.1328	0.0	0.1327	0.1327
1.1865	631.0	631	1.3014	0.1328	0.0	0.1327	0.1327
1.1823	632.0	632	1.3077	0.1116	0.0	0.1116	0.1115
1.1778	633.0	633	1.3218	0.0658	0.0	0.0657	0.0657
1.1812	634.0	634	1.3190	0.0803	0.0	0.0801	0.0799
1.1826	635.0	635	1.3073	0.1129	0.0	0.1130	0.1128
1.1784	636.0	636	1.3036	0.1129	0.0	0.1130	0.1128
1.1777	637.0	637	1.3074	0.1129	0.0	0.1130	0.1128
1.1791	638.0	638	1.3098	0.1181	0.0	0.1179	0.1179
1.1757	639.0	639	1.3093	0.1181	0.0	0.1179	0.1179
1.1785	640.0	640	1.3083	0.1189	0.0	0.1189	0.1188

Framework versions

• Transformers 4.49.0
• Pytorch 2.5.1+cu124
• Datasets 3.3.2
• Tokenizers 0.21.0