Yolo_temp_v2

This model is just my practice..
You don't need it
It trained for soccer score detect

This model is a fine-tuned version of SmallPS/Yolo_temp on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.5546
• Map: 0.5846
• Map 50: 0.8972
• Map 75: 0.6382
• Map Small: -1.0
• Map Medium: 0.5947
• Map Large: 0.6248
• Mar 1: 0.6
• Mar 10: 0.702
• Mar 100: 0.7102
• Mar Small: -1.0
• Mar Medium: 0.7085
• Mar Large: 0.75
• Map Score: 0.5846
• Mar 100 Score: 0.7102

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: 5e-05
• train_batch_size: 8
• eval_batch_size: 7
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: cosine
• num_epochs: 300

Training results

Training Loss	Epoch	Step	Validation Loss	Map	Map 50	Map 75	Map Small	Map Medium	Map Large	Mar 1	Mar 10	Mar 100	Mar Small	Mar Medium	Mar Large	Map Score	Mar 100 Score
No log	1.0	16	1.2696	0.1881	0.4143	0.1494	-1.0	0.1797	0.4208	0.2571	0.3714	0.4041	-1.0	0.4021	0.45	0.1881	0.4041
No log	2.0	32	1.1900	0.1981	0.4419	0.1517	-1.0	0.1923	0.3282	0.2816	0.3776	0.4061	-1.0	0.4064	0.4	0.1981	0.4061
No log	3.0	48	1.0691	0.2442	0.4764	0.2372	-1.0	0.2422	0.3282	0.3245	0.4327	0.4612	-1.0	0.4638	0.4	0.2442	0.4612
No log	4.0	64	1.0659	0.2254	0.4935	0.1714	-1.0	0.2215	0.3282	0.3041	0.4286	0.4878	-1.0	0.4915	0.4	0.2254	0.4878
No log	5.0	80	0.9351	0.2703	0.5069	0.2185	-1.0	0.2629	0.3535	0.3327	0.4571	0.5122	-1.0	0.5191	0.35	0.2703	0.5122
No log	6.0	96	1.0090	0.2442	0.5207	0.2164	-1.0	0.2475	0.2272	0.3388	0.4469	0.4592	-1.0	0.4681	0.25	0.2442	0.4592
No log	7.0	112	0.9013	0.2855	0.5446	0.2492	-1.0	0.2823	0.303	0.3939	0.5143	0.5347	-1.0	0.5447	0.3	0.2855	0.5347
No log	8.0	128	0.9098	0.3188	0.5858	0.3024	-1.0	0.3173	0.303	0.3918	0.5265	0.5327	-1.0	0.5426	0.3	0.3188	0.5327
No log	9.0	144	0.9151	0.3111	0.5946	0.3054	-1.0	0.3041	0.3535	0.3816	0.5184	0.5265	-1.0	0.534	0.35	0.3111	0.5265
No log	10.0	160	0.9227	0.2928	0.6048	0.1544	-1.0	0.2847	0.404	0.349	0.5286	0.5735	-1.0	0.5809	0.4	0.2928	0.5735
No log	11.0	176	0.8485	0.3413	0.643	0.3327	-1.0	0.3372	0.3535	0.3857	0.5531	0.5816	-1.0	0.5915	0.35	0.3413	0.5816
No log	12.0	192	0.8130	0.3743	0.6853	0.351	-1.0	0.3766	0.3408	0.4327	0.5673	0.6041	-1.0	0.6128	0.4	0.3743	0.6041
No log	13.0	208	0.8337	0.3572	0.6654	0.279	-1.0	0.3594	0.303	0.3776	0.549	0.5653	-1.0	0.5766	0.3	0.3572	0.5653
No log	14.0	224	0.8131	0.3727	0.7121	0.3664	-1.0	0.3687	0.404	0.398	0.5673	0.5755	-1.0	0.583	0.4	0.3727	0.5755
No log	15.0	240	0.8091	0.3846	0.7159	0.3639	-1.0	0.3821	0.404	0.4204	0.5367	0.5429	-1.0	0.5489	0.4	0.3846	0.5429
No log	16.0	256	0.8173	0.3607	0.6692	0.3201	-1.0	0.3619	0.303	0.4286	0.5163	0.5184	-1.0	0.5277	0.3	0.3607	0.5184
No log	17.0	272	0.7498	0.3988	0.7452	0.39	-1.0	0.399	0.404	0.4429	0.5633	0.5898	-1.0	0.5979	0.4	0.3988	0.5898
No log	18.0	288	0.7925	0.3469	0.7448	0.2244	-1.0	0.3466	0.3535	0.3776	0.551	0.5735	-1.0	0.583	0.35	0.3469	0.5735
No log	19.0	304	0.7415	0.381	0.693	0.3322	-1.0	0.38	0.404	0.4388	0.6306	0.6429	-1.0	0.6532	0.4	0.381	0.6429
No log	20.0	320	0.7889	0.3667	0.6554	0.3608	-1.0	0.364	0.404	0.4143	0.598	0.6082	-1.0	0.617	0.4	0.3667	0.6082
No log	21.0	336	0.8231	0.3432	0.7116	0.2408	-1.0	0.341	0.404	0.4061	0.5878	0.6245	-1.0	0.634	0.4	0.3432	0.6245
No log	22.0	352	0.7992	0.3715	0.7235	0.2741	-1.0	0.3754	0.303	0.4531	0.5286	0.5449	-1.0	0.5553	0.3	0.3715	0.5449
No log	23.0	368	0.7316	0.4033	0.7347	0.3998	-1.0	0.4065	0.3535	0.4327	0.5673	0.5837	-1.0	0.5936	0.35	0.4033	0.5837
No log	24.0	384	0.7764	0.3641	0.7593	0.3143	-1.0	0.3648	0.303	0.3816	0.549	0.5633	-1.0	0.5745	0.3	0.3641	0.5633
No log	25.0	400	0.6661	0.4535	0.7634	0.5207	-1.0	0.4604	0.303	0.4776	0.6143	0.6163	-1.0	0.6298	0.3	0.4535	0.6163
No log	26.0	416	0.6906	0.424	0.7476	0.5043	-1.0	0.4256	0.404	0.4408	0.6184	0.6347	-1.0	0.6447	0.4	0.424	0.6347
No log	27.0	432	0.7428	0.4324	0.7994	0.3861	-1.0	0.4376	0.3093	0.4388	0.6061	0.6245	-1.0	0.6362	0.35	0.4324	0.6245
No log	28.0	448	0.7269	0.4309	0.7828	0.43	-1.0	0.4365	0.303	0.4592	0.5531	0.5592	-1.0	0.5702	0.3	0.4309	0.5592
No log	29.0	464	0.6603	0.4712	0.7707	0.5722	-1.0	0.4758	0.3535	0.498	0.598	0.602	-1.0	0.6128	0.35	0.4712	0.602
No log	30.0	480	0.6552	0.4833	0.8068	0.5106	-1.0	0.4887	0.3535	0.5408	0.6143	0.6306	-1.0	0.6426	0.35	0.4833	0.6306
No log	31.0	496	0.6957	0.457	0.7896	0.5001	-1.0	0.4614	0.3535	0.5061	0.6122	0.6347	-1.0	0.6468	0.35	0.457	0.6347
0.6799	32.0	512	0.7050	0.4462	0.7812	0.4747	-1.0	0.4467	0.404	0.4898	0.6122	0.6327	-1.0	0.6426	0.4	0.4462	0.6327
0.6799	33.0	528	0.6470	0.489	0.8033	0.5607	-1.0	0.492	0.404	0.498	0.6204	0.6429	-1.0	0.6532	0.4	0.489	0.6429
0.6799	34.0	544	0.6712	0.4849	0.8225	0.5734	-1.0	0.4899	0.3535	0.5102	0.6286	0.6449	-1.0	0.6574	0.35	0.4849	0.6449
0.6799	35.0	560	0.6389	0.4982	0.8138	0.6065	-1.0	0.5071	0.303	0.5224	0.6367	0.6571	-1.0	0.6723	0.3	0.4982	0.6571
0.6799	36.0	576	0.6874	0.4411	0.8209	0.4435	-1.0	0.4475	0.3066	0.4918	0.6102	0.6286	-1.0	0.6404	0.35	0.4411	0.6286
0.6799	37.0	592	0.6517	0.4841	0.8064	0.5304	-1.0	0.4953	0.303	0.5367	0.6163	0.6306	-1.0	0.6447	0.3	0.4841	0.6306
0.6799	38.0	608	0.7613	0.3792	0.8192	0.2273	-1.0	0.3839	0.2637	0.4265	0.5939	0.6143	-1.0	0.6255	0.35	0.3792	0.6143
0.6799	39.0	624	0.6265	0.5149	0.8449	0.4943	-1.0	0.5237	0.3535	0.5429	0.6265	0.6633	-1.0	0.6766	0.35	0.5149	0.6633
0.6799	40.0	640	0.6189	0.5142	0.7951	0.6194	-1.0	0.5212	0.3535	0.5143	0.6571	0.6755	-1.0	0.6894	0.35	0.5142	0.6755
0.6799	41.0	656	0.6452	0.4971	0.7831	0.5002	-1.0	0.509	0.303	0.5327	0.6184	0.6245	-1.0	0.6383	0.3	0.4971	0.6245
0.6799	42.0	672	0.6226	0.5068	0.8189	0.5253	-1.0	0.519	0.303	0.5429	0.649	0.6633	-1.0	0.6787	0.3	0.5068	0.6633
0.6799	43.0	688	0.7003	0.4344	0.8059	0.4218	-1.0	0.4438	0.3525	0.4694	0.6286	0.6449	-1.0	0.6574	0.35	0.4344	0.6449
0.6799	44.0	704	0.6044	0.523	0.8274	0.5429	-1.0	0.532	0.3525	0.5408	0.6469	0.6673	-1.0	0.6809	0.35	0.523	0.6673
0.6799	45.0	720	0.6762	0.4865	0.8052	0.4934	-1.0	0.4918	0.3535	0.5204	0.6143	0.6245	-1.0	0.6362	0.35	0.4865	0.6245
0.6799	46.0	736	0.6556	0.485	0.8938	0.551	-1.0	0.4922	0.3564	0.5143	0.6571	0.6714	-1.0	0.683	0.4	0.485	0.6714
0.6799	47.0	752	0.6247	0.5193	0.826	0.5423	-1.0	0.5303	0.3535	0.5531	0.6612	0.6714	-1.0	0.6851	0.35	0.5193	0.6714
0.6799	48.0	768	0.6410	0.4604	0.8627	0.466	-1.0	0.4682	0.403	0.5265	0.6265	0.6429	-1.0	0.6532	0.4	0.4604	0.6429
0.6799	49.0	784	0.6143	0.4827	0.8077	0.5629	-1.0	0.49	0.403	0.5286	0.6449	0.6551	-1.0	0.666	0.4	0.4827	0.6551
0.6799	50.0	800	0.5896	0.5047	0.861	0.5615	-1.0	0.5083	0.4525	0.5735	0.6571	0.6735	-1.0	0.683	0.45	0.5047	0.6735
0.6799	51.0	816	0.6515	0.4615	0.8986	0.3498	-1.0	0.4708	0.3083	0.5265	0.6388	0.6531	-1.0	0.6638	0.4	0.4615	0.6531
0.6799	52.0	832	0.6333	0.4879	0.8429	0.4779	-1.0	0.5003	0.3543	0.5388	0.6265	0.6388	-1.0	0.6489	0.4	0.4879	0.6388
0.6799	53.0	848	0.6802	0.4719	0.8641	0.4799	-1.0	0.4709	0.503	0.5143	0.6061	0.6122	-1.0	0.617	0.5	0.4719	0.6122
0.6799	54.0	864	0.6613	0.4744	0.8604	0.4478	-1.0	0.4776	0.4553	0.5041	0.6306	0.649	-1.0	0.6553	0.5	0.4744	0.649
0.6799	55.0	880	0.5996	0.5228	0.8536	0.4618	-1.0	0.5269	0.4525	0.5633	0.6531	0.6612	-1.0	0.6702	0.45	0.5228	0.6612
0.6799	56.0	896	0.6108	0.5096	0.8592	0.5195	-1.0	0.5159	0.4515	0.5612	0.6551	0.6633	-1.0	0.6723	0.45	0.5096	0.6633
0.6799	57.0	912	0.6771	0.4616	0.8561	0.4693	-1.0	0.4637	0.4515	0.5041	0.5959	0.6	-1.0	0.6064	0.45	0.4616	0.6
0.6799	58.0	928	0.6319	0.5014	0.8506	0.4776	-1.0	0.4973	0.601	0.5327	0.6388	0.651	-1.0	0.6532	0.6	0.5014	0.651
0.6799	59.0	944	0.6160	0.5157	0.8813	0.6142	-1.0	0.5155	0.605	0.5469	0.6714	0.6878	-1.0	0.6894	0.65	0.5157	0.6878
0.6799	60.0	960	0.5897	0.5435	0.9053	0.652	-1.0	0.544	0.6307	0.5735	0.6612	0.6673	-1.0	0.666	0.7	0.5435	0.6673
0.6799	61.0	976	0.6246	0.5216	0.8854	0.5715	-1.0	0.5225	0.5515	0.5347	0.6449	0.6531	-1.0	0.6574	0.55	0.5216	0.6531
0.6799	62.0	992	0.6032	0.5388	0.8834	0.6326	-1.0	0.548	0.4545	0.5612	0.6551	0.6612	-1.0	0.6681	0.5	0.5388	0.6612
0.3511	63.0	1008	0.5637	0.5601	0.883	0.6626	-1.0	0.5629	0.6307	0.5857	0.6755	0.6857	-1.0	0.6851	0.7	0.5601	0.6857
0.3511	64.0	1024	0.6113	0.5268	0.8727	0.6524	-1.0	0.5227	0.7	0.5592	0.6694	0.6837	-1.0	0.683	0.7	0.5268	0.6837
0.3511	65.0	1040	0.5917	0.5353	0.8891	0.5631	-1.0	0.5377	0.6	0.5673	0.6469	0.651	-1.0	0.6532	0.6	0.5353	0.651
0.3511	66.0	1056	0.6044	0.5139	0.8863	0.4967	-1.0	0.5181	0.5036	0.551	0.6735	0.6878	-1.0	0.6936	0.55	0.5139	0.6878
0.3511	67.0	1072	0.6213	0.4959	0.8897	0.437	-1.0	0.4974	0.6039	0.5224	0.6898	0.7041	-1.0	0.7064	0.65	0.4959	0.7041
0.3511	68.0	1088	0.6460	0.4848	0.8328	0.4619	-1.0	0.4845	0.6023	0.5224	0.6265	0.6306	-1.0	0.6298	0.65	0.4848	0.6306
0.3511	69.0	1104	0.5885	0.5244	0.8832	0.5448	-1.0	0.5279	0.5505	0.5531	0.6286	0.6347	-1.0	0.6383	0.55	0.5244	0.6347
0.3511	70.0	1120	0.6137	0.5355	0.8611	0.5569	-1.0	0.5358	0.601	0.5694	0.6429	0.6571	-1.0	0.6596	0.6	0.5355	0.6571
0.3511	71.0	1136	0.5859	0.5336	0.8925	0.5818	-1.0	0.5344	0.6252	0.5694	0.6408	0.649	-1.0	0.6489	0.65	0.5336	0.649
0.3511	72.0	1152	0.5771	0.5272	0.8664	0.583	-1.0	0.5289	0.6061	0.5551	0.6735	0.6878	-1.0	0.6872	0.7	0.5272	0.6878
0.3511	73.0	1168	0.6236	0.5035	0.885	0.5673	-1.0	0.506	0.504	0.5408	0.6408	0.649	-1.0	0.6532	0.55	0.5035	0.649
0.3511	74.0	1184	0.5987	0.5369	0.881	0.5568	-1.0	0.5369	0.6	0.5633	0.6408	0.6469	-1.0	0.6489	0.6	0.5369	0.6469
0.3511	75.0	1200	0.5919	0.5255	0.8927	0.5877	-1.0	0.5279	0.6	0.5633	0.6429	0.651	-1.0	0.6532	0.6	0.5255	0.651
0.3511	76.0	1216	0.6425	0.4919	0.8657	0.5759	-1.0	0.4884	0.6	0.498	0.6449	0.6714	-1.0	0.6745	0.6	0.4919	0.6714
0.3511	77.0	1232	0.6408	0.4998	0.8231	0.5352	-1.0	0.5053	0.468	0.5286	0.6327	0.6388	-1.0	0.6447	0.5	0.4998	0.6388
0.3511	78.0	1248	0.6273	0.5095	0.8546	0.5576	-1.0	0.5054	0.6692	0.5306	0.6571	0.6816	-1.0	0.6787	0.75	0.5095	0.6816
0.3511	79.0	1264	0.6202	0.5084	0.8796	0.5182	-1.0	0.5131	0.5524	0.5408	0.6388	0.649	-1.0	0.6511	0.6	0.5084	0.649
0.3511	80.0	1280	0.6160	0.5287	0.8642	0.5625	-1.0	0.5264	0.6505	0.5469	0.6735	0.6837	-1.0	0.6851	0.65	0.5287	0.6837
0.3511	81.0	1296	0.6104	0.4823	0.9057	0.4666	-1.0	0.493	0.4813	0.5163	0.6673	0.6857	-1.0	0.6894	0.6	0.4823	0.6857
0.3511	82.0	1312	0.6439	0.4926	0.8673	0.5554	-1.0	0.5002	0.5236	0.5347	0.649	0.651	-1.0	0.6532	0.6	0.4926	0.651
0.3511	83.0	1328	0.6153	0.5282	0.8787	0.5643	-1.0	0.5346	0.565	0.5347	0.6735	0.6939	-1.0	0.6936	0.7	0.5282	0.6939
0.3511	84.0	1344	0.5801	0.5364	0.8754	0.5112	-1.0	0.5383	0.6095	0.5633	0.6612	0.6714	-1.0	0.6702	0.7	0.5364	0.6714
0.3511	85.0	1360	0.5515	0.5736	0.9225	0.6315	-1.0	0.5774	0.6155	0.5837	0.6918	0.698	-1.0	0.6979	0.7	0.5736	0.698
0.3511	86.0	1376	0.5716	0.5533	0.9283	0.6293	-1.0	0.5607	0.5724	0.5653	0.6694	0.6755	-1.0	0.6745	0.7	0.5533	0.6755
0.3511	87.0	1392	0.5755	0.5518	0.8801	0.6059	-1.0	0.5516	0.6505	0.5551	0.6694	0.6735	-1.0	0.6745	0.65	0.5518	0.6735
0.3511	88.0	1408	0.5773	0.5592	0.909	0.5886	-1.0	0.5622	0.6175	0.5796	0.6878	0.6918	-1.0	0.6936	0.65	0.5592	0.6918
0.3511	89.0	1424	0.5885	0.5512	0.9047	0.6146	-1.0	0.5514	0.6615	0.5673	0.6551	0.6612	-1.0	0.6596	0.7	0.5512	0.6612
0.3511	90.0	1440	0.6344	0.5045	0.9065	0.5453	-1.0	0.4984	0.6836	0.5122	0.6612	0.6714	-1.0	0.666	0.8	0.5045	0.6714
0.3511	91.0	1456	0.5975	0.5389	0.8864	0.5947	-1.0	0.5423	0.6208	0.5388	0.6776	0.6857	-1.0	0.6872	0.65	0.5389	0.6857
0.3511	92.0	1472	0.6015	0.5212	0.8567	0.5014	-1.0	0.5221	0.6152	0.5531	0.6571	0.6653	-1.0	0.6617	0.75	0.5212	0.6653
0.3511	93.0	1488	0.6130	0.525	0.8885	0.6142	-1.0	0.5271	0.6154	0.551	0.6796	0.6918	-1.0	0.6915	0.7	0.525	0.6918
0.2568	94.0	1504	0.5796	0.5386	0.8917	0.5258	-1.0	0.5418	0.6197	0.5571	0.6694	0.6796	-1.0	0.6787	0.7	0.5386	0.6796
0.2568	95.0	1520	0.5950	0.5556	0.8887	0.6413	-1.0	0.5651	0.5779	0.5755	0.6653	0.6776	-1.0	0.6787	0.65	0.5556	0.6776
0.2568	96.0	1536	0.5935	0.5384	0.888	0.5717	-1.0	0.5411	0.6279	0.5776	0.6755	0.6837	-1.0	0.6809	0.75	0.5384	0.6837
0.2568	97.0	1552	0.6134	0.5331	0.8682	0.6411	-1.0	0.5349	0.6181	0.5551	0.6673	0.6714	-1.0	0.6702	0.7	0.5331	0.6714
0.2568	98.0	1568	0.5965	0.549	0.8901	0.6456	-1.0	0.5531	0.615	0.5735	0.6612	0.6673	-1.0	0.666	0.7	0.549	0.6673
0.2568	99.0	1584	0.5537	0.5678	0.8895	0.6812	-1.0	0.5729	0.6153	0.5918	0.6816	0.7	-1.0	0.7	0.7	0.5678	0.7
0.2568	100.0	1600	0.5526	0.5808	0.8989	0.6999	-1.0	0.5826	0.6252	0.5878	0.6959	0.7061	-1.0	0.7085	0.65	0.5808	0.7061
0.2568	101.0	1616	0.5909	0.5341	0.9003	0.5713	-1.0	0.5403	0.5669	0.5531	0.6918	0.702	-1.0	0.7	0.75	0.5341	0.702
0.2568	102.0	1632	0.5938	0.5453	0.8969	0.5621	-1.0	0.5524	0.5858	0.5776	0.6939	0.7	-1.0	0.7	0.7	0.5453	0.7
0.2568	103.0	1648	0.5580	0.5832	0.9002	0.6741	-1.0	0.5925	0.6257	0.602	0.6898	0.698	-1.0	0.7	0.65	0.5832	0.698
0.2568	104.0	1664	0.5525	0.5697	0.9022	0.617	-1.0	0.5757	0.6053	0.6	0.7061	0.7163	-1.0	0.717	0.7	0.5697	0.7163
0.2568	105.0	1680	0.5932	0.5448	0.8957	0.6301	-1.0	0.5424	0.667	0.5571	0.651	0.6653	-1.0	0.6638	0.7	0.5448	0.6653
0.2568	106.0	1696	0.5683	0.569	0.8945	0.6047	-1.0	0.58	0.5846	0.5918	0.6939	0.702	-1.0	0.7021	0.7	0.569	0.702
0.2568	107.0	1712	0.5586	0.5787	0.8984	0.7182	-1.0	0.5859	0.6179	0.5898	0.698	0.7143	-1.0	0.7128	0.75	0.5787	0.7143
0.2568	108.0	1728	0.5691	0.5686	0.8999	0.6004	-1.0	0.5697	0.6654	0.5898	0.7	0.7122	-1.0	0.7106	0.75	0.5686	0.7122
0.2568	109.0	1744	0.5906	0.5323	0.897	0.5502	-1.0	0.5379	0.5828	0.5551	0.6571	0.6612	-1.0	0.6596	0.7	0.5323	0.6612
0.2568	110.0	1760	0.5844	0.5495	0.8792	0.6197	-1.0	0.5573	0.5702	0.5796	0.6653	0.6755	-1.0	0.6766	0.65	0.5495	0.6755
0.2568	111.0	1776	0.5794	0.562	0.8869	0.7004	-1.0	0.5669	0.6196	0.5918	0.6878	0.7	-1.0	0.6979	0.75	0.562	0.7
0.2568	112.0	1792	0.5813	0.5511	0.8906	0.6147	-1.0	0.559	0.5688	0.5857	0.6694	0.6735	-1.0	0.6745	0.65	0.5511	0.6735
0.2568	113.0	1808	0.5894	0.5586	0.8849	0.6145	-1.0	0.565	0.6261	0.5878	0.6735	0.6816	-1.0	0.6809	0.7	0.5586	0.6816
0.2568	114.0	1824	0.5810	0.5615	0.8868	0.656	-1.0	0.5671	0.6174	0.5898	0.6816	0.6939	-1.0	0.6915	0.75	0.5615	0.6939
0.2568	115.0	1840	0.5900	0.5459	0.8905	0.5929	-1.0	0.5451	0.6416	0.5735	0.6939	0.702	-1.0	0.6979	0.8	0.5459	0.702
0.2568	116.0	1856	0.6122	0.5413	0.8774	0.5629	-1.0	0.5494	0.567	0.5776	0.6633	0.6653	-1.0	0.6681	0.6	0.5413	0.6653
0.2568	117.0	1872	0.5697	0.5609	0.8854	0.5773	-1.0	0.5657	0.6155	0.6	0.698	0.7061	-1.0	0.7064	0.7	0.5609	0.7061
0.2568	118.0	1888	0.5710	0.565	0.8851	0.6217	-1.0	0.5711	0.6208	0.5898	0.6571	0.6673	-1.0	0.6681	0.65	0.565	0.6673
0.2568	119.0	1904	0.5784	0.5501	0.8912	0.5416	-1.0	0.5562	0.6349	0.5816	0.6755	0.6857	-1.0	0.6851	0.7	0.5501	0.6857
0.2568	120.0	1920	0.5552	0.572	0.8983	0.6917	-1.0	0.5748	0.6752	0.5796	0.6939	0.698	-1.0	0.6979	0.7	0.572	0.698
0.2568	121.0	1936	0.5816	0.5501	0.8931	0.6891	-1.0	0.5541	0.6198	0.5735	0.6673	0.6755	-1.0	0.6723	0.75	0.5501	0.6755
0.2568	122.0	1952	0.5750	0.543	0.8908	0.5293	-1.0	0.552	0.5867	0.5796	0.6694	0.6878	-1.0	0.6894	0.65	0.543	0.6878
0.2568	123.0	1968	0.5647	0.5733	0.8939	0.6595	-1.0	0.5798	0.6225	0.5898	0.6918	0.7041	-1.0	0.7021	0.75	0.5733	0.7041
0.2568	124.0	1984	0.6242	0.5125	0.8851	0.5139	-1.0	0.5174	0.5762	0.5469	0.6347	0.6367	-1.0	0.6383	0.6	0.5125	0.6367
0.2026	125.0	2000	0.5842	0.558	0.8979	0.6302	-1.0	0.554	0.7072	0.5796	0.6714	0.6776	-1.0	0.6745	0.75	0.558	0.6776
0.2026	126.0	2016	0.5926	0.5504	0.8984	0.6113	-1.0	0.5552	0.6197	0.5653	0.6939	0.7102	-1.0	0.7106	0.7	0.5504	0.7102
0.2026	127.0	2032	0.5705	0.5537	0.8888	0.5763	-1.0	0.558	0.6074	0.5918	0.6837	0.6918	-1.0	0.6915	0.7	0.5537	0.6918
0.2026	128.0	2048	0.6089	0.535	0.8838	0.6424	-1.0	0.5371	0.6188	0.5776	0.6592	0.6694	-1.0	0.6681	0.7	0.535	0.6694
0.2026	129.0	2064	0.5848	0.5483	0.8872	0.5968	-1.0	0.557	0.5809	0.5776	0.6959	0.7184	-1.0	0.7191	0.7	0.5483	0.7184
0.2026	130.0	2080	0.5542	0.5737	0.8692	0.6546	-1.0	0.5797	0.6189	0.5837	0.6939	0.7082	-1.0	0.7064	0.75	0.5737	0.7082
0.2026	131.0	2096	0.5769	0.5463	0.8777	0.6073	-1.0	0.5535	0.5546	0.5755	0.6816	0.6878	-1.0	0.6894	0.65	0.5463	0.6878
0.2026	132.0	2112	0.5541	0.5541	0.8869	0.607	-1.0	0.5635	0.5614	0.5837	0.6837	0.7122	-1.0	0.7106	0.75	0.5541	0.7122
0.2026	133.0	2128	0.6012	0.5444	0.8854	0.6997	-1.0	0.547	0.6167	0.551	0.6653	0.6755	-1.0	0.6745	0.7	0.5444	0.6755
0.2026	134.0	2144	0.5800	0.5431	0.8655	0.6138	-1.0	0.5449	0.6169	0.5714	0.6633	0.6735	-1.0	0.6702	0.75	0.5431	0.6735
0.2026	135.0	2160	0.5556	0.5516	0.8862	0.6608	-1.0	0.5592	0.5848	0.5755	0.7041	0.7102	-1.0	0.7085	0.75	0.5516	0.7102
0.2026	136.0	2176	0.6145	0.5238	0.8552	0.5604	-1.0	0.5215	0.667	0.549	0.6633	0.6694	-1.0	0.6681	0.7	0.5238	0.6694
0.2026	137.0	2192	0.5757	0.5625	0.8857	0.6872	-1.0	0.5625	0.6852	0.5776	0.6878	0.6939	-1.0	0.6894	0.8	0.5625	0.6939
0.2026	138.0	2208	0.5709	0.5457	0.8898	0.5566	-1.0	0.5448	0.6735	0.5857	0.6796	0.7	-1.0	0.6979	0.75	0.5457	0.7
0.2026	139.0	2224	0.5727	0.5448	0.8889	0.554	-1.0	0.5524	0.5823	0.5776	0.6735	0.6857	-1.0	0.6851	0.7	0.5448	0.6857
0.2026	140.0	2240	0.5788	0.5421	0.8903	0.5191	-1.0	0.5465	0.6288	0.5755	0.6837	0.6959	-1.0	0.6915	0.8	0.5421	0.6959
0.2026	141.0	2256	0.5771	0.5506	0.8842	0.6112	-1.0	0.5594	0.5819	0.5633	0.6755	0.6857	-1.0	0.6851	0.7	0.5506	0.6857
0.2026	142.0	2272	0.5681	0.5601	0.8864	0.6072	-1.0	0.5698	0.5997	0.5694	0.6878	0.6939	-1.0	0.6915	0.75	0.5601	0.6939
0.2026	143.0	2288	0.5582	0.5782	0.895	0.652	-1.0	0.5901	0.5903	0.602	0.6898	0.698	-1.0	0.6979	0.7	0.5782	0.698
0.2026	144.0	2304	0.5668	0.5577	0.901	0.61	-1.0	0.5635	0.6296	0.5776	0.6918	0.702	-1.0	0.6979	0.8	0.5577	0.702
0.2026	145.0	2320	0.5762	0.5662	0.8919	0.6627	-1.0	0.5729	0.6156	0.5878	0.6939	0.7	-1.0	0.7	0.7	0.5662	0.7
0.2026	146.0	2336	0.5776	0.5517	0.8974	0.5664	-1.0	0.5567	0.6309	0.5857	0.7	0.7082	-1.0	0.7043	0.8	0.5517	0.7082
0.2026	147.0	2352	0.5404	0.5818	0.8908	0.7087	-1.0	0.5899	0.6136	0.6	0.6918	0.7082	-1.0	0.7085	0.7	0.5818	0.7082
0.2026	148.0	2368	0.6197	0.5494	0.8953	0.6412	-1.0	0.5492	0.6505	0.5551	0.6816	0.6837	-1.0	0.6851	0.65	0.5494	0.6837
0.2026	149.0	2384	0.5532	0.5738	0.8909	0.6227	-1.0	0.5811	0.615	0.6061	0.702	0.7082	-1.0	0.7085	0.7	0.5738	0.7082
0.2026	150.0	2400	0.5737	0.5698	0.8905	0.675	-1.0	0.5744	0.6772	0.5837	0.6857	0.6918	-1.0	0.6894	0.75	0.5698	0.6918
0.2026	151.0	2416	0.5535	0.5586	0.8998	0.6323	-1.0	0.5641	0.6219	0.5776	0.7102	0.7143	-1.0	0.7128	0.75	0.5586	0.7143
0.2026	152.0	2432	0.5769	0.5599	0.8901	0.5903	-1.0	0.5719	0.5784	0.5837	0.6776	0.6898	-1.0	0.6915	0.65	0.5599	0.6898
0.2026	153.0	2448	0.5984	0.5374	0.8957	0.5317	-1.0	0.5398	0.6266	0.5551	0.6735	0.6939	-1.0	0.6915	0.75	0.5374	0.6939
0.2026	154.0	2464	0.5831	0.5458	0.8891	0.5819	-1.0	0.5555	0.5862	0.5714	0.6592	0.6653	-1.0	0.666	0.65	0.5458	0.6653
0.2026	155.0	2480	0.5617	0.5714	0.8945	0.5945	-1.0	0.5788	0.626	0.5918	0.6959	0.7061	-1.0	0.7043	0.75	0.5714	0.7061
0.2026	156.0	2496	0.5714	0.574	0.8977	0.596	-1.0	0.5821	0.6508	0.5898	0.702	0.7102	-1.0	0.7085	0.75	0.574	0.7102
0.1765	157.0	2512	0.5613	0.5792	0.8953	0.6084	-1.0	0.5922	0.5934	0.5939	0.6878	0.6959	-1.0	0.6957	0.7	0.5792	0.6959
0.1765	158.0	2528	0.5724	0.5627	0.894	0.6665	-1.0	0.5689	0.6257	0.5816	0.6816	0.6837	-1.0	0.6809	0.75	0.5627	0.6837
0.1765	159.0	2544	0.5706	0.561	0.8945	0.588	-1.0	0.5677	0.6269	0.5837	0.6918	0.7	-1.0	0.6957	0.8	0.561	0.7
0.1765	160.0	2560	0.6146	0.5381	0.8971	0.6292	-1.0	0.5476	0.5733	0.551	0.6612	0.6694	-1.0	0.6702	0.65	0.5381	0.6694
0.1765	161.0	2576	0.6139	0.5229	0.8954	0.4769	-1.0	0.5295	0.5967	0.549	0.6673	0.6857	-1.0	0.683	0.75	0.5229	0.6857
0.1765	162.0	2592	0.5883	0.5585	0.8999	0.6638	-1.0	0.5642	0.6149	0.5755	0.6776	0.6898	-1.0	0.6872	0.75	0.5585	0.6898
0.1765	163.0	2608	0.5631	0.5677	0.9006	0.6161	-1.0	0.5767	0.6191	0.5857	0.6878	0.7	-1.0	0.6979	0.75	0.5677	0.7
0.1765	164.0	2624	0.5710	0.5664	0.8978	0.6525	-1.0	0.5732	0.6163	0.5816	0.6714	0.6816	-1.0	0.6809	0.7	0.5664	0.6816
0.1765	165.0	2640	0.5981	0.5403	0.8963	0.5279	-1.0	0.5492	0.5579	0.5714	0.6898	0.6939	-1.0	0.6915	0.75	0.5403	0.6939
0.1765	166.0	2656	0.5758	0.547	0.8893	0.5319	-1.0	0.556	0.5883	0.5776	0.6796	0.6878	-1.0	0.6851	0.75	0.547	0.6878
0.1765	167.0	2672	0.5799	0.5683	0.8982	0.6513	-1.0	0.5702	0.6723	0.5857	0.6939	0.702	-1.0	0.7	0.75	0.5683	0.702
0.1765	168.0	2688	0.5713	0.5611	0.8926	0.6406	-1.0	0.5662	0.6131	0.5776	0.6714	0.6755	-1.0	0.6745	0.7	0.5611	0.6755
0.1765	169.0	2704	0.5585	0.5673	0.8937	0.6694	-1.0	0.5743	0.6253	0.5837	0.6918	0.7	-1.0	0.6979	0.75	0.5673	0.7
0.1765	170.0	2720	0.5799	0.5681	0.897	0.7187	-1.0	0.5753	0.6213	0.5816	0.6898	0.6959	-1.0	0.6936	0.75	0.5681	0.6959
0.1765	171.0	2736	0.5690	0.5675	0.9	0.6189	-1.0	0.5735	0.6186	0.5857	0.7061	0.7122	-1.0	0.7106	0.75	0.5675	0.7122
0.1765	172.0	2752	0.5670	0.5694	0.8972	0.7124	-1.0	0.5754	0.6163	0.5837	0.6816	0.6918	-1.0	0.6915	0.7	0.5694	0.6918
0.1765	173.0	2768	0.5763	0.5691	0.9001	0.6647	-1.0	0.5753	0.6168	0.6	0.6939	0.7	-1.0	0.6979	0.75	0.5691	0.7
0.1765	174.0	2784	0.5446	0.581	0.898	0.7039	-1.0	0.5884	0.634	0.6102	0.6918	0.7	-1.0	0.7	0.7	0.581	0.7
0.1765	175.0	2800	0.5774	0.5578	0.8944	0.6281	-1.0	0.5634	0.6185	0.5796	0.7	0.7082	-1.0	0.7064	0.75	0.5578	0.7082
0.1765	176.0	2816	0.5621	0.5741	0.893	0.6039	-1.0	0.5863	0.587	0.5918	0.6918	0.7	-1.0	0.7	0.7	0.5741	0.7
0.1765	177.0	2832	0.5728	0.5547	0.8972	0.5486	-1.0	0.5661	0.5941	0.5816	0.702	0.7102	-1.0	0.7085	0.75	0.5547	0.7102
0.1765	178.0	2848	0.5722	0.5625	0.8935	0.6566	-1.0	0.5704	0.6188	0.5857	0.6898	0.7	-1.0	0.7	0.7	0.5625	0.7
0.1765	179.0	2864	0.5535	0.5715	0.9005	0.6473	-1.0	0.5783	0.6204	0.5878	0.698	0.7082	-1.0	0.7064	0.75	0.5715	0.7082
0.1765	180.0	2880	0.5631	0.5775	0.893	0.601	-1.0	0.5887	0.5989	0.5939	0.698	0.702	-1.0	0.7	0.75	0.5775	0.702
0.1765	181.0	2896	0.5676	0.5718	0.8947	0.668	-1.0	0.5783	0.6168	0.5918	0.7	0.7041	-1.0	0.7021	0.75	0.5718	0.7041
0.1765	182.0	2912	0.5711	0.5703	0.8964	0.6107	-1.0	0.5795	0.623	0.5918	0.702	0.7082	-1.0	0.7064	0.75	0.5703	0.7082
0.1765	183.0	2928	0.5678	0.5728	0.8971	0.599	-1.0	0.5834	0.6212	0.5959	0.6918	0.702	-1.0	0.7	0.75	0.5728	0.702
0.1765	184.0	2944	0.5631	0.5707	0.8924	0.7385	-1.0	0.576	0.6266	0.5898	0.6837	0.6898	-1.0	0.6872	0.75	0.5707	0.6898
0.1765	185.0	2960	0.5525	0.5762	0.8923	0.6861	-1.0	0.5796	0.6422	0.6	0.6959	0.702	-1.0	0.6979	0.8	0.5762	0.702
0.1765	186.0	2976	0.5409	0.5824	0.8982	0.6871	-1.0	0.5855	0.6694	0.598	0.7041	0.7122	-1.0	0.7106	0.75	0.5824	0.7122
0.1765	187.0	2992	0.5591	0.5801	0.8943	0.5969	-1.0	0.5882	0.6193	0.6	0.7	0.7061	-1.0	0.7043	0.75	0.5801	0.7061
0.1247	188.0	3008	0.5723	0.5651	0.8953	0.6873	-1.0	0.5733	0.623	0.5776	0.6898	0.6918	-1.0	0.6894	0.75	0.5651	0.6918
0.1247	189.0	3024	0.5567	0.5787	0.8951	0.6084	-1.0	0.5873	0.6218	0.5959	0.7	0.7082	-1.0	0.7064	0.75	0.5787	0.7082
0.1247	190.0	3040	0.5632	0.578	0.891	0.6724	-1.0	0.5829	0.6692	0.6	0.6898	0.6959	-1.0	0.6936	0.75	0.578	0.6959
0.1247	191.0	3056	0.5711	0.5586	0.8953	0.6316	-1.0	0.5667	0.6186	0.5837	0.6918	0.698	-1.0	0.6957	0.75	0.5586	0.698
0.1247	192.0	3072	0.5555	0.5697	0.8974	0.5668	-1.0	0.5777	0.6223	0.5918	0.7	0.7061	-1.0	0.7043	0.75	0.5697	0.7061
0.1247	193.0	3088	0.5659	0.5809	0.8938	0.6378	-1.0	0.5857	0.6697	0.5918	0.6837	0.6959	-1.0	0.6936	0.75	0.5809	0.6959
0.1247	194.0	3104	0.5446	0.5831	0.8939	0.6673	-1.0	0.5912	0.6188	0.6041	0.698	0.7061	-1.0	0.7043	0.75	0.5831	0.7061
0.1247	195.0	3120	0.5774	0.5668	0.8947	0.6132	-1.0	0.5799	0.5739	0.5898	0.6939	0.698	-1.0	0.6979	0.7	0.5668	0.698
0.1247	196.0	3136	0.5624	0.5693	0.8956	0.6115	-1.0	0.5788	0.6221	0.5898	0.6918	0.7	-1.0	0.6979	0.75	0.5693	0.7
0.1247	197.0	3152	0.5549	0.58	0.8951	0.637	-1.0	0.5904	0.6346	0.598	0.702	0.7143	-1.0	0.7106	0.8	0.58	0.7143
0.1247	198.0	3168	0.5648	0.5782	0.897	0.6705	-1.0	0.5866	0.6195	0.5959	0.6898	0.698	-1.0	0.6957	0.75	0.5782	0.698
0.1247	199.0	3184	0.5553	0.577	0.8981	0.6633	-1.0	0.5866	0.6188	0.5939	0.6898	0.698	-1.0	0.6979	0.7	0.577	0.698
0.1247	200.0	3200	0.5710	0.5722	0.8993	0.6512	-1.0	0.581	0.6257	0.5898	0.698	0.7082	-1.0	0.7064	0.75	0.5722	0.7082
0.1247	201.0	3216	0.5679	0.58	0.9032	0.711	-1.0	0.5884	0.6213	0.5898	0.6939	0.702	-1.0	0.7	0.75	0.58	0.702
0.1247	202.0	3232	0.5500	0.5755	0.8972	0.6892	-1.0	0.5851	0.6189	0.598	0.6939	0.7	-1.0	0.6979	0.75	0.5755	0.7
0.1247	203.0	3248	0.5591	0.5814	0.8984	0.6573	-1.0	0.5905	0.6244	0.6	0.7041	0.7082	-1.0	0.7064	0.75	0.5814	0.7082
0.1247	204.0	3264	0.5476	0.579	0.8958	0.6881	-1.0	0.5898	0.6229	0.6041	0.7082	0.7163	-1.0	0.7149	0.75	0.579	0.7163
0.1247	205.0	3280	0.5552	0.5856	0.8952	0.6741	-1.0	0.5955	0.6237	0.6	0.6959	0.7041	-1.0	0.7021	0.75	0.5856	0.7041
0.1247	206.0	3296	0.5649	0.5588	0.8951	0.5219	-1.0	0.5723	0.5577	0.5857	0.6878	0.6959	-1.0	0.6957	0.7	0.5588	0.6959
0.1247	207.0	3312	0.5616	0.576	0.8963	0.6527	-1.0	0.585	0.6229	0.5959	0.6959	0.7061	-1.0	0.7043	0.75	0.576	0.7061
0.1247	208.0	3328	0.5515	0.5776	0.8961	0.6109	-1.0	0.5863	0.6205	0.5959	0.7041	0.7102	-1.0	0.7085	0.75	0.5776	0.7102
0.1247	209.0	3344	0.5557	0.5822	0.897	0.6612	-1.0	0.5913	0.6221	0.6	0.6939	0.7041	-1.0	0.7021	0.75	0.5822	0.7041
0.1247	210.0	3360	0.5514	0.592	0.897	0.6993	-1.0	0.602	0.6171	0.6102	0.7102	0.7163	-1.0	0.7149	0.75	0.592	0.7163
0.1247	211.0	3376	0.5511	0.5759	0.8998	0.6448	-1.0	0.5858	0.6234	0.5959	0.7061	0.7122	-1.0	0.7106	0.75	0.5759	0.7122
0.1247	212.0	3392	0.5632	0.5673	0.8953	0.6606	-1.0	0.576	0.621	0.5918	0.6878	0.6918	-1.0	0.6894	0.75	0.5673	0.6918
0.1247	213.0	3408	0.5605	0.5717	0.8976	0.6586	-1.0	0.5801	0.6246	0.5939	0.6939	0.702	-1.0	0.7	0.75	0.5717	0.702
0.1247	214.0	3424	0.5555	0.5842	0.8972	0.664	-1.0	0.5886	0.6779	0.5939	0.7041	0.7082	-1.0	0.7064	0.75	0.5842	0.7082
0.1247	215.0	3440	0.5625	0.575	0.9	0.5958	-1.0	0.5838	0.6229	0.598	0.7082	0.7143	-1.0	0.7128	0.75	0.575	0.7143
0.1247	216.0	3456	0.5607	0.5654	0.9018	0.5581	-1.0	0.5743	0.6246	0.5878	0.702	0.7102	-1.0	0.7085	0.75	0.5654	0.7102
0.1247	217.0	3472	0.5605	0.5711	0.9017	0.6079	-1.0	0.5807	0.6232	0.5898	0.7	0.7061	-1.0	0.7043	0.75	0.5711	0.7061
0.1247	218.0	3488	0.5551	0.5857	0.8953	0.6414	-1.0	0.5954	0.6345	0.6	0.7041	0.7102	-1.0	0.7064	0.8	0.5857	0.7102
0.0856	219.0	3504	0.5580	0.582	0.9004	0.6687	-1.0	0.593	0.623	0.598	0.702	0.7102	-1.0	0.7085	0.75	0.582	0.7102
0.0856	220.0	3520	0.5652	0.5724	0.8954	0.5901	-1.0	0.5827	0.623	0.598	0.698	0.7082	-1.0	0.7064	0.75	0.5724	0.7082
0.0856	221.0	3536	0.5548	0.5856	0.8969	0.6614	-1.0	0.596	0.6248	0.6061	0.7041	0.7102	-1.0	0.7085	0.75	0.5856	0.7102
0.0856	222.0	3552	0.5630	0.5797	0.8972	0.6941	-1.0	0.5911	0.6237	0.598	0.698	0.7082	-1.0	0.7064	0.75	0.5797	0.7082
0.0856	223.0	3568	0.5553	0.5746	0.8971	0.63	-1.0	0.5848	0.6246	0.598	0.702	0.7061	-1.0	0.7043	0.75	0.5746	0.7061
0.0856	224.0	3584	0.5503	0.5832	0.8982	0.6399	-1.0	0.5947	0.6246	0.602	0.702	0.7082	-1.0	0.7064	0.75	0.5832	0.7082
0.0856	225.0	3600	0.5666	0.5775	0.8949	0.6685	-1.0	0.5881	0.6255	0.5959	0.6918	0.702	-1.0	0.7	0.75	0.5775	0.702
0.0856	226.0	3616	0.5508	0.5826	0.8959	0.6879	-1.0	0.5937	0.6209	0.602	0.7061	0.7143	-1.0	0.7128	0.75	0.5826	0.7143
0.0856	227.0	3632	0.5517	0.5834	0.8948	0.6397	-1.0	0.5952	0.6216	0.6	0.7041	0.7143	-1.0	0.7128	0.75	0.5834	0.7143
0.0856	228.0	3648	0.5523	0.5817	0.8961	0.637	-1.0	0.5903	0.6238	0.6	0.698	0.7082	-1.0	0.7064	0.75	0.5817	0.7082
0.0856	229.0	3664	0.5517	0.5863	0.8964	0.6573	-1.0	0.5963	0.6248	0.602	0.702	0.7122	-1.0	0.7106	0.75	0.5863	0.7122
0.0856	230.0	3680	0.5596	0.5828	0.8964	0.6393	-1.0	0.5926	0.6246	0.6	0.7	0.7082	-1.0	0.7064	0.75	0.5828	0.7082
0.0856	231.0	3696	0.5562	0.5795	0.8974	0.6398	-1.0	0.5901	0.624	0.5959	0.7041	0.7102	-1.0	0.7085	0.75	0.5795	0.7102
0.0856	232.0	3712	0.5530	0.5813	0.8969	0.6379	-1.0	0.5927	0.6238	0.598	0.698	0.7082	-1.0	0.7064	0.75	0.5813	0.7082
0.0856	233.0	3728	0.5573	0.5826	0.8948	0.6394	-1.0	0.5937	0.6232	0.602	0.7	0.7061	-1.0	0.7043	0.75	0.5826	0.7061
0.0856	234.0	3744	0.5606	0.5755	0.8931	0.6373	-1.0	0.5863	0.6237	0.5918	0.6898	0.698	-1.0	0.6957	0.75	0.5755	0.698
0.0856	235.0	3760	0.5709	0.5814	0.897	0.6714	-1.0	0.5908	0.621	0.5959	0.6959	0.702	-1.0	0.7	0.75	0.5814	0.702
0.0856	236.0	3776	0.5540	0.582	0.8974	0.6564	-1.0	0.5917	0.6244	0.598	0.6959	0.7041	-1.0	0.7021	0.75	0.582	0.7041
0.0856	237.0	3792	0.5543	0.5822	0.8974	0.6072	-1.0	0.5929	0.6232	0.6041	0.7122	0.7184	-1.0	0.717	0.75	0.5822	0.7184
0.0856	238.0	3808	0.5567	0.5869	0.8976	0.6932	-1.0	0.5974	0.623	0.602	0.698	0.7041	-1.0	0.7021	0.75	0.5869	0.7041
0.0856	239.0	3824	0.5564	0.5838	0.8982	0.6363	-1.0	0.5935	0.6232	0.598	0.6939	0.7041	-1.0	0.7021	0.75	0.5838	0.7041
0.0856	240.0	3840	0.5636	0.5858	0.8971	0.6392	-1.0	0.5978	0.6257	0.602	0.7122	0.7204	-1.0	0.7191	0.75	0.5858	0.7204
0.0856	241.0	3856	0.5653	0.5822	0.8969	0.639	-1.0	0.5938	0.6232	0.6	0.7122	0.7163	-1.0	0.7149	0.75	0.5822	0.7163
0.0856	242.0	3872	0.5600	0.5828	0.8964	0.6273	-1.0	0.5922	0.6208	0.5959	0.698	0.702	-1.0	0.7	0.75	0.5828	0.702
0.0856	243.0	3888	0.5537	0.5768	0.8955	0.6677	-1.0	0.5871	0.623	0.598	0.6939	0.698	-1.0	0.6957	0.75	0.5768	0.698
0.0856	244.0	3904	0.5533	0.5828	0.8972	0.6382	-1.0	0.5931	0.6235	0.598	0.6959	0.7061	-1.0	0.7043	0.75	0.5828	0.7061
0.0856	245.0	3920	0.5530	0.5878	0.8959	0.6381	-1.0	0.6	0.6237	0.6061	0.7061	0.7143	-1.0	0.7128	0.75	0.5878	0.7143
0.0856	246.0	3936	0.5556	0.5782	0.8961	0.6356	-1.0	0.5872	0.623	0.5939	0.6939	0.702	-1.0	0.7	0.75	0.5782	0.702
0.0856	247.0	3952	0.5528	0.5806	0.8977	0.6394	-1.0	0.5919	0.623	0.602	0.7	0.7061	-1.0	0.7043	0.75	0.5806	0.7061
0.0856	248.0	3968	0.5519	0.5883	0.8963	0.6692	-1.0	0.5988	0.6255	0.6041	0.7061	0.7122	-1.0	0.7106	0.75	0.5883	0.7122
0.0856	249.0	3984	0.5514	0.5901	0.8963	0.6679	-1.0	0.6005	0.6255	0.6061	0.7061	0.7122	-1.0	0.7106	0.75	0.5901	0.7122
0.0407	250.0	4000	0.5514	0.5894	0.8969	0.6383	-1.0	0.5998	0.6255	0.6041	0.7102	0.7163	-1.0	0.7149	0.75	0.5894	0.7163
0.0407	251.0	4016	0.5554	0.589	0.8975	0.6378	-1.0	0.5993	0.6257	0.6041	0.7061	0.7143	-1.0	0.7128	0.75	0.589	0.7143
0.0407	252.0	4032	0.5557	0.5887	0.8973	0.6428	-1.0	0.5984	0.6257	0.6	0.7	0.7061	-1.0	0.7043	0.75	0.5887	0.7061
0.0407	253.0	4048	0.5547	0.5882	0.8975	0.6408	-1.0	0.5984	0.6232	0.6041	0.7061	0.7163	-1.0	0.7149	0.75	0.5882	0.7163
0.0407	254.0	4064	0.5539	0.5861	0.8979	0.638	-1.0	0.5962	0.6238	0.602	0.7041	0.7122	-1.0	0.7106	0.75	0.5861	0.7122
0.0407	255.0	4080	0.5539	0.5935	0.8978	0.6401	-1.0	0.6045	0.624	0.6082	0.7082	0.7184	-1.0	0.717	0.75	0.5935	0.7184
0.0407	256.0	4096	0.5547	0.5843	0.8979	0.639	-1.0	0.5943	0.6232	0.6	0.698	0.7061	-1.0	0.7043	0.75	0.5843	0.7061
0.0407	257.0	4112	0.5561	0.5868	0.8975	0.6393	-1.0	0.5969	0.623	0.602	0.702	0.7082	-1.0	0.7064	0.75	0.5868	0.7082
0.0407	258.0	4128	0.5536	0.5873	0.8976	0.6381	-1.0	0.5975	0.623	0.602	0.702	0.7122	-1.0	0.7106	0.75	0.5873	0.7122
0.0407	259.0	4144	0.5538	0.5882	0.8971	0.6379	-1.0	0.5985	0.623	0.6061	0.7082	0.7143	-1.0	0.7128	0.75	0.5882	0.7143
0.0407	260.0	4160	0.5556	0.587	0.8971	0.6406	-1.0	0.5974	0.623	0.602	0.7041	0.7102	-1.0	0.7085	0.75	0.587	0.7102
0.0407	261.0	4176	0.5536	0.5875	0.8963	0.6377	-1.0	0.5979	0.624	0.6061	0.702	0.7102	-1.0	0.7085	0.75	0.5875	0.7102
0.0407	262.0	4192	0.5539	0.5865	0.8965	0.6377	-1.0	0.5968	0.6248	0.6041	0.7082	0.7163	-1.0	0.7149	0.75	0.5865	0.7163
0.0407	263.0	4208	0.5545	0.5852	0.897	0.6381	-1.0	0.5952	0.6248	0.602	0.7041	0.7122	-1.0	0.7106	0.75	0.5852	0.7122
0.0407	264.0	4224	0.5534	0.5841	0.8974	0.6382	-1.0	0.594	0.6248	0.6	0.7041	0.7102	-1.0	0.7085	0.75	0.5841	0.7102
0.0407	265.0	4240	0.5551	0.5859	0.8976	0.6398	-1.0	0.596	0.6248	0.602	0.7	0.7082	-1.0	0.7064	0.75	0.5859	0.7082
0.0407	266.0	4256	0.5540	0.5841	0.8967	0.6368	-1.0	0.5942	0.6248	0.6	0.7041	0.7122	-1.0	0.7106	0.75	0.5841	0.7122
0.0407	267.0	4272	0.5546	0.5841	0.8974	0.6414	-1.0	0.5935	0.6238	0.6	0.7082	0.7143	-1.0	0.7128	0.75	0.5841	0.7143
0.0407	268.0	4288	0.5522	0.5859	0.8968	0.6368	-1.0	0.5961	0.624	0.6041	0.702	0.7122	-1.0	0.7106	0.75	0.5859	0.7122
0.0407	269.0	4304	0.5550	0.5856	0.8964	0.6378	-1.0	0.5957	0.624	0.602	0.7041	0.7122	-1.0	0.7106	0.75	0.5856	0.7122
0.0407	270.0	4320	0.5548	0.5865	0.8977	0.6378	-1.0	0.5967	0.6248	0.602	0.7061	0.7143	-1.0	0.7128	0.75	0.5865	0.7143
0.0407	271.0	4336	0.5549	0.5866	0.8977	0.6388	-1.0	0.5968	0.6248	0.6041	0.702	0.7122	-1.0	0.7106	0.75	0.5866	0.7122
0.0407	272.0	4352	0.5551	0.5855	0.8966	0.6372	-1.0	0.5957	0.6257	0.602	0.7061	0.7122	-1.0	0.7106	0.75	0.5855	0.7122
0.0407	273.0	4368	0.5546	0.5854	0.8975	0.6376	-1.0	0.5955	0.6257	0.6	0.7041	0.7122	-1.0	0.7106	0.75	0.5854	0.7122
0.0407	274.0	4384	0.5541	0.5844	0.8977	0.6378	-1.0	0.5944	0.6248	0.6	0.702	0.7102	-1.0	0.7085	0.75	0.5844	0.7102
0.0407	275.0	4400	0.5544	0.5845	0.8977	0.6394	-1.0	0.5946	0.6248	0.6	0.702	0.7082	-1.0	0.7064	0.75	0.5845	0.7082
0.0407	276.0	4416	0.5549	0.584	0.8972	0.6382	-1.0	0.5941	0.6248	0.6	0.702	0.7102	-1.0	0.7085	0.75	0.584	0.7102
0.0407	277.0	4432	0.5541	0.5862	0.8977	0.6378	-1.0	0.5964	0.6248	0.602	0.7041	0.7122	-1.0	0.7106	0.75	0.5862	0.7122
0.0407	278.0	4448	0.5544	0.584	0.8972	0.6382	-1.0	0.5941	0.6248	0.6	0.702	0.7102	-1.0	0.7085	0.75	0.584	0.7102
0.0407	279.0	4464	0.5542	0.5851	0.8977	0.6388	-1.0	0.5952	0.6248	0.6	0.702	0.7102	-1.0	0.7085	0.75	0.5851	0.7102
0.0407	280.0	4480	0.5542	0.584	0.8972	0.6382	-1.0	0.5941	0.6248	0.6	0.702	0.7102	-1.0	0.7085	0.75	0.584	0.7102
0.0407	281.0	4496	0.5545	0.5839	0.8972	0.6382	-1.0	0.594	0.6248	0.6	0.7	0.7082	-1.0	0.7064	0.75	0.5839	0.7082
0.0121	282.0	4512	0.5544	0.584	0.8972	0.6382	-1.0	0.5941	0.6248	0.6	0.702	0.7102	-1.0	0.7085	0.75	0.584	0.7102
0.0121	283.0	4528	0.5541	0.5838	0.8972	0.6373	-1.0	0.5939	0.6248	0.6	0.702	0.7102	-1.0	0.7085	0.75	0.5838	0.7102
0.0121	284.0	4544	0.5544	0.584	0.8972	0.6382	-1.0	0.5941	0.6248	0.6	0.702	0.7102	-1.0	0.7085	0.75	0.584	0.7102
0.0121	285.0	4560	0.5546	0.5848	0.8972	0.6373	-1.0	0.5948	0.6248	0.602	0.7041	0.7122	-1.0	0.7106	0.75	0.5848	0.7122
0.0121	286.0	4576	0.5548	0.584	0.8972	0.6382	-1.0	0.5941	0.6248	0.6	0.702	0.7102	-1.0	0.7085	0.75	0.584	0.7102
0.0121	287.0	4592	0.5547	0.5838	0.8972	0.6373	-1.0	0.5939	0.6248	0.6	0.702	0.7102	-1.0	0.7085	0.75	0.5838	0.7102
0.0121	288.0	4608	0.5544	0.584	0.8972	0.6382	-1.0	0.5941	0.6248	0.6	0.702	0.7102	-1.0	0.7085	0.75	0.584	0.7102
0.0121	289.0	4624	0.5546	0.584	0.8972	0.6382	-1.0	0.5941	0.6248	0.6	0.702	0.7102	-1.0	0.7085	0.75	0.584	0.7102
0.0121	290.0	4640	0.5547	0.5846	0.8972	0.6382	-1.0	0.5947	0.6248	0.6	0.702	0.7102	-1.0	0.7085	0.75	0.5846	0.7102
0.0121	291.0	4656	0.5547	0.584	0.8972	0.6382	-1.0	0.5941	0.6248	0.6	0.702	0.7102	-1.0	0.7085	0.75	0.584	0.7102
0.0121	292.0	4672	0.5546	0.584	0.8972	0.6382	-1.0	0.5941	0.6248	0.6	0.702	0.7102	-1.0	0.7085	0.75	0.584	0.7102
0.0121	293.0	4688	0.5546	0.584	0.8972	0.6382	-1.0	0.5941	0.6248	0.6	0.702	0.7102	-1.0	0.7085	0.75	0.584	0.7102
0.0121	294.0	4704	0.5547	0.5846	0.8972	0.6382	-1.0	0.5947	0.6248	0.6	0.702	0.7102	-1.0	0.7085	0.75	0.5846	0.7102
0.0121	295.0	4720	0.5547	0.5846	0.8972	0.6382	-1.0	0.5947	0.6248	0.6	0.702	0.7102	-1.0	0.7085	0.75	0.5846	0.7102
0.0121	296.0	4736	0.5546	0.5846	0.8972	0.6382	-1.0	0.5947	0.6248	0.6	0.702	0.7102	-1.0	0.7085	0.75	0.5846	0.7102
0.0121	297.0	4752	0.5546	0.584	0.8972	0.6382	-1.0	0.5941	0.6248	0.6	0.702	0.7102	-1.0	0.7085	0.75	0.584	0.7102
0.0121	298.0	4768	0.5546	0.5846	0.8972	0.6382	-1.0	0.5947	0.6248	0.6	0.702	0.7102	-1.0	0.7085	0.75	0.5846	0.7102
0.0121	299.0	4784	0.5546	0.5846	0.8972	0.6382	-1.0	0.5947	0.6248	0.6	0.702	0.7102	-1.0	0.7085	0.75	0.5846	0.7102
0.0121	300.0	4800	0.5546	0.5846	0.8972	0.6382	-1.0	0.5947	0.6248	0.6	0.702	0.7102	-1.0	0.7085	0.75	0.5846	0.7102

Framework versions

• Transformers 4.42.4
• Pytorch 2.3.1+cu121
• Datasets 2.20.0
• Tokenizers 0.19.1