Bert_class_1e-09

This model is a fine-tuned version of guoluo/Bert_1.5e_07 on an unknown dataset. It achieves the following results on the evaluation set:

Train Loss: 1.1645
Train Accuracy: 0.6635
Validation Loss: 1.1621
Validation Accuracy: 0.6761
Train Lr: 9.995005e-10
Epoch: 999

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:

optimizer: {'name': 'Adam', 'learning_rate': 9.995005e-10, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
training_precision: float32

Training results

Train Loss	Train Accuracy	Validation Loss	Validation Accuracy	Train Lr	Epoch
1.4730	0.1647	1.5009	0.1338	1e-09	0
1.4744	0.1412	1.5003	0.1338	1e-09	1
1.4780	0.1388	1.4998	0.1338	1e-09	2
1.4773	0.1388	1.4993	0.1338	1e-09	3
1.4733	0.1482	1.4988	0.1338	1e-09	4
1.4676	0.1482	1.4983	0.1338	1e-09	5
1.4769	0.1388	1.4979	0.1338	1e-09	6
1.4704	0.1600	1.4974	0.1338	1e-09	7
1.4791	0.1435	1.4969	0.1338	1e-09	8
1.4696	0.1482	1.4963	0.1338	1e-09	9
1.4714	0.1506	1.4959	0.1338	1e-09	10
1.4701	0.1365	1.4954	0.1338	1e-09	11
1.4626	0.1482	1.4949	0.1338	1e-09	12
1.4725	0.1553	1.4945	0.1338	1e-09	13
1.4704	0.1435	1.4940	0.1338	1e-09	14
1.4720	0.1435	1.4935	0.1338	1e-09	15
1.4724	0.1388	1.4930	0.1338	1e-09	16
1.4749	0.1388	1.4926	0.1338	1e-09	17
1.4697	0.1388	1.4921	0.1338	1e-09	18
1.4736	0.1294	1.4916	0.1338	1e-09	19
1.4678	0.1412	1.4911	0.1338	1e-09	20
1.4649	0.1459	1.4906	0.1338	1e-09	21
1.4681	0.1576	1.4901	0.1338	1e-09	22
1.4672	0.1576	1.4895	0.1338	1e-09	23
1.4636	0.1412	1.4890	0.1338	1e-09	24
1.4660	0.1600	1.4885	0.1338	1e-09	25
1.4692	0.1576	1.4880	0.1338	1e-09	26
1.4693	0.1482	1.4876	0.1338	1e-09	27
1.4627	0.1506	1.4871	0.1338	1e-09	28
1.4676	0.1529	1.4867	0.1338	1e-09	29
1.4606	0.1529	1.4862	0.1338	1e-09	30
1.4697	0.1412	1.4857	0.1338	1e-09	31
1.4638	0.1435	1.4852	0.1338	1e-09	32
1.4613	0.1435	1.4847	0.1338	1e-09	33
1.4583	0.1435	1.4842	0.1338	1e-09	34
1.4584	0.1576	1.4837	0.1338	1e-09	35
1.4557	0.1553	1.4833	0.1338	1e-09	36
1.4531	0.1529	1.4828	0.1338	1e-09	37
1.4552	0.1506	1.4824	0.1338	1e-09	38
1.4584	0.1506	1.4820	0.1338	1e-09	39
1.4646	0.1694	1.4815	0.1268	1e-09	40
1.4597	0.1412	1.4810	0.1268	1e-09	41
1.4597	0.1365	1.4806	0.1268	1e-09	42
1.4515	0.1671	1.4801	0.1268	1e-09	43
1.4508	0.1341	1.4796	0.1338	1e-09	44
1.4511	0.1529	1.4792	0.1338	1e-09	45
1.4520	0.1459	1.4787	0.1338	1e-09	46
1.4547	0.1788	1.4782	0.1338	1e-09	47
1.4570	0.1624	1.4777	0.1338	1e-09	48
1.4486	0.1506	1.4773	0.1338	1e-09	49
1.4544	0.1671	1.4768	0.1338	1e-09	50
1.4519	0.1576	1.4764	0.1338	1e-09	51
1.4503	0.1553	1.4760	0.1338	1e-09	52
1.4527	0.1412	1.4755	0.1338	1e-09	53
1.4522	0.1482	1.4750	0.1338	1e-09	54
1.4562	0.1412	1.4745	0.1338	1e-09	55
1.4444	0.1412	1.4740	0.1338	9.999999e-10	56
1.4459	0.1341	1.4735	0.1338	9.999997e-10	57
1.4506	0.1435	1.4731	0.1338	9.999996e-10	58
1.4536	0.1412	1.4726	0.1338	9.999995e-10	59
1.4503	0.1506	1.4722	0.1338	9.999994e-10	60
1.4466	0.1553	1.4717	0.1338	9.999993e-10	61
1.4540	0.1506	1.4713	0.1338	9.999992e-10	62
1.4448	0.1553	1.4708	0.1338	9.999991e-10	63
1.4507	0.1294	1.4704	0.1338	9.99999e-10	64
1.4446	0.1412	1.4699	0.1338	9.999989e-10	65
1.4387	0.1482	1.4694	0.1338	9.999988e-10	66
1.4491	0.1318	1.4690	0.1338	9.999986e-10	67
1.4354	0.1741	1.4685	0.1338	9.999985e-10	68
1.4393	0.1741	1.4680	0.1338	9.999984e-10	69
1.4443	0.1506	1.4675	0.1338	9.999983e-10	70
1.4441	0.1624	1.4670	0.1338	9.999982e-10	71
1.4411	0.1553	1.4665	0.1338	9.999981e-10	72
1.4438	0.1365	1.4660	0.1338	9.99998e-10	73
1.4314	0.1647	1.4656	0.1338	9.999979e-10	74
1.4394	0.1600	1.4651	0.1338	9.999978e-10	75
1.4469	0.1765	1.4647	0.1338	9.999976e-10	76
1.4408	0.1600	1.4642	0.1338	9.999975e-10	77
1.4388	0.1624	1.4638	0.1338	9.999974e-10	78
1.4391	0.1529	1.4633	0.1338	9.999973e-10	79
1.4367	0.1600	1.4629	0.1338	9.999972e-10	80
1.4407	0.1576	1.4624	0.1338	9.999971e-10	81
1.4388	0.1529	1.4620	0.1338	9.99997e-10	82
1.4483	0.1694	1.4615	0.1338	9.999969e-10	83
1.4385	0.1765	1.4610	0.1338	9.999968e-10	84
1.4331	0.1929	1.4606	0.1338	9.999966e-10	85
1.4328	0.1694	1.4602	0.1338	9.999965e-10	86
1.4365	0.1694	1.4597	0.1338	9.999964e-10	87
1.4374	0.1694	1.4592	0.1338	9.999963e-10	88
1.4330	0.1765	1.4588	0.1338	9.999962e-10	89
1.4370	0.1529	1.4584	0.1268	9.999961e-10	90
1.4311	0.1765	1.4579	0.1268	9.99996e-10	91
1.4330	0.1788	1.4574	0.1268	9.999959e-10	92
1.4363	0.1435	1.4570	0.1268	9.999958e-10	93
1.4248	0.1694	1.4566	0.1268	9.999956e-10	94
1.4353	0.1812	1.4561	0.1268	9.999955e-10	95
1.4279	0.1600	1.4556	0.1268	9.999954e-10	96
1.4337	0.1718	1.4552	0.1268	9.999953e-10	97
1.4282	0.1694	1.4548	0.1268	9.999952e-10	98
1.4342	0.1718	1.4543	0.1268	9.999951e-10	99
1.4213	0.1694	1.4539	0.1268	9.99995e-10	100
1.4358	0.1647	1.4535	0.1268	9.999949e-10	101
1.4306	0.1859	1.4530	0.1338	9.999948e-10	102
1.4330	0.1718	1.4525	0.1338	9.999946e-10	103
1.4319	0.1694	1.4521	0.1338	9.999945e-10	104
1.4280	0.1576	1.4516	0.1338	9.999944e-10	105
1.4240	0.1671	1.4512	0.1338	9.999943e-10	106
1.4359	0.1647	1.4507	0.1338	9.999942e-10	107
1.4296	0.1318	1.4502	0.1338	9.999941e-10	108
1.4308	0.1835	1.4498	0.1338	9.99994e-10	109
1.4242	0.1835	1.4493	0.1338	9.999939e-10	110
1.4257	0.1741	1.4489	0.1338	9.999938e-10	111
1.4235	0.1694	1.4485	0.1338	9.999936e-10	112
1.4269	0.1576	1.4481	0.1338	9.999935e-10	113
1.4188	0.1624	1.4476	0.1338	9.999934e-10	114
1.4221	0.1624	1.4471	0.1408	9.999933e-10	115
1.4269	0.1929	1.4467	0.1408	9.999932e-10	116
1.4274	0.1765	1.4463	0.1408	9.999931e-10	117
1.4262	0.1459	1.4458	0.1408	9.99993e-10	118
1.4208	0.1718	1.4453	0.1408	9.999929e-10	119
1.4237	0.1718	1.4448	0.1408	9.999928e-10	120
1.4242	0.1718	1.4444	0.1408	9.999926e-10	121
1.4321	0.1435	1.4439	0.1408	9.999925e-10	122
1.4208	0.1671	1.4435	0.1408	9.999924e-10	123
1.4127	0.1929	1.4430	0.1408	9.999923e-10	124
1.4281	0.1671	1.4425	0.1408	9.999922e-10	125
1.4135	0.1953	1.4421	0.1408	9.999921e-10	126
1.4214	0.1718	1.4417	0.1408	9.99992e-10	127
1.4190	0.1953	1.4412	0.1408	9.999919e-10	128
1.4187	0.1929	1.4408	0.1408	9.999918e-10	129
1.4159	0.1671	1.4404	0.1408	9.999916e-10	130
1.4168	0.1506	1.4399	0.1408	9.999915e-10	131
1.4185	0.1765	1.4395	0.1408	9.999914e-10	132
1.4145	0.1765	1.4390	0.1408	9.999913e-10	133
1.4168	0.1882	1.4385	0.1408	9.999912e-10	134
1.4245	0.1812	1.4381	0.1408	9.999911e-10	135
1.4101	0.1671	1.4377	0.1408	9.99991e-10	136
1.4140	0.1835	1.4372	0.1479	9.999909e-10	137
1.4131	0.2024	1.4368	0.1479	9.999908e-10	138
1.4200	0.1694	1.4363	0.1479	9.999906e-10	139
1.4104	0.1765	1.4359	0.1479	9.999905e-10	140
1.4260	0.1788	1.4354	0.1479	9.999904e-10	141
1.4185	0.1859	1.4350	0.1479	9.999903e-10	142
1.4098	0.1929	1.4346	0.1479	9.999902e-10	143
1.4109	0.1812	1.4342	0.1479	9.999901e-10	144
1.4054	0.2118	1.4337	0.1479	9.9999e-10	145
1.4072	0.2000	1.4333	0.1479	9.999899e-10	146
1.4111	0.1906	1.4329	0.1479	9.999898e-10	147
1.4174	0.1718	1.4324	0.1479	9.999896e-10	148
1.4068	0.1671	1.4320	0.1479	9.999895e-10	149
1.4069	0.1694	1.4316	0.1479	9.999894e-10	150
1.4043	0.2047	1.4311	0.1479	9.999893e-10	151
1.4046	0.1929	1.4307	0.1479	9.999892e-10	152
1.4066	0.1953	1.4302	0.1479	9.999891e-10	153
1.4031	0.2000	1.4298	0.1479	9.99989e-10	154
1.4112	0.1788	1.4294	0.1479	9.999889e-10	155
1.4012	0.2118	1.4290	0.1479	9.999888e-10	156
1.4140	0.1812	1.4285	0.1479	9.999886e-10	157
1.4062	0.1741	1.4281	0.1479	9.999885e-10	158
1.4049	0.1929	1.4276	0.1479	9.999884e-10	159
1.4082	0.2047	1.4272	0.1479	9.999883e-10	160
1.4085	0.1882	1.4268	0.1479	9.999882e-10	161
1.4095	0.1835	1.4264	0.1479	9.999881e-10	162
1.4040	0.2047	1.4259	0.1479	9.99988e-10	163
1.4080	0.2071	1.4255	0.1479	9.999879e-10	164
1.3990	0.2047	1.4251	0.1479	9.999878e-10	165
1.4095	0.2094	1.4247	0.1479	9.999876e-10	166
1.4054	0.1906	1.4242	0.1479	9.999874e-10	167
1.4014	0.2188	1.4238	0.1479	9.999872e-10	168
1.3944	0.2259	1.4234	0.1479	9.99987e-10	169
1.3990	0.2047	1.4230	0.1479	9.999868e-10	170
1.4027	0.2094	1.4226	0.1479	9.999865e-10	171
1.4030	0.2024	1.4222	0.1479	9.999863e-10	172
1.4038	0.1929	1.4218	0.1479	9.999861e-10	173
1.4008	0.1859	1.4213	0.1479	9.999859e-10	174
1.4051	0.2141	1.4209	0.1479	9.999856e-10	175
1.3957	0.2024	1.4204	0.1479	9.999854e-10	176
1.4036	0.1788	1.4200	0.1479	9.999852e-10	177
1.3998	0.1953	1.4196	0.1479	9.99985e-10	178
1.3987	0.2047	1.4192	0.1479	9.999848e-10	179
1.4036	0.2000	1.4187	0.1479	9.999845e-10	180
1.4005	0.2047	1.4183	0.1479	9.999843e-10	181
1.4007	0.2118	1.4179	0.1479	9.999841e-10	182
1.3974	0.1882	1.4174	0.1479	9.999839e-10	183
1.3847	0.2118	1.4170	0.1479	9.999837e-10	184
1.3995	0.2094	1.4166	0.1479	9.999834e-10	185
1.3922	0.1835	1.4163	0.1549	9.999832e-10	186
1.4009	0.2071	1.4158	0.1549	9.99983e-10	187
1.3924	0.2188	1.4154	0.1549	9.999828e-10	188
1.3915	0.2259	1.4150	0.1549	9.999825e-10	189
1.3922	0.2353	1.4146	0.1549	9.999823e-10	190
1.3913	0.2424	1.4142	0.1549	9.999821e-10	191
1.3933	0.2188	1.4137	0.1549	9.999819e-10	192
1.3874	0.2400	1.4133	0.1549	9.999817e-10	193
1.3961	0.2071	1.4129	0.1549	9.999814e-10	194
1.4043	0.2000	1.4125	0.1549	9.999812e-10	195
1.3918	0.2071	1.4121	0.1620	9.99981e-10	196
1.3959	0.2094	1.4117	0.1620	9.999808e-10	197
1.3930	0.1812	1.4113	0.1620	9.999805e-10	198
1.3954	0.2071	1.4109	0.1620	9.999803e-10	199
1.3853	0.2259	1.4105	0.1620	9.999801e-10	200
1.3934	0.2212	1.4100	0.1620	9.999799e-10	201
1.3876	0.2212	1.4095	0.1620	9.999797e-10	202
1.3894	0.2235	1.4091	0.1620	9.999794e-10	203
1.3860	0.2447	1.4087	0.1690	9.999792e-10	204
1.3892	0.2000	1.4083	0.1690	9.99979e-10	205
1.3870	0.2259	1.4078	0.1761	9.999788e-10	206
1.3941	0.2094	1.4074	0.1761	9.999785e-10	207
1.3908	0.1953	1.4070	0.1761	9.999783e-10	208
1.3886	0.2306	1.4066	0.1761	9.999781e-10	209
1.3888	0.2376	1.4062	0.1761	9.999779e-10	210
1.3806	0.2329	1.4058	0.1761	9.999777e-10	211
1.3893	0.2424	1.4054	0.1761	9.999774e-10	212
1.3775	0.2282	1.4050	0.1761	9.999772e-10	213
1.3867	0.2047	1.4046	0.1761	9.99977e-10	214
1.3871	0.2353	1.4041	0.1761	9.999768e-10	215
1.3678	0.2612	1.4037	0.1761	9.999765e-10	216
1.3773	0.2376	1.4034	0.1761	9.999763e-10	217
1.3906	0.2141	1.4030	0.1761	9.999761e-10	218
1.3838	0.2235	1.4026	0.1761	9.999759e-10	219
1.3835	0.2612	1.4022	0.1761	9.999757e-10	220
1.3824	0.2329	1.4017	0.1761	9.999754e-10	221
1.3830	0.2376	1.4013	0.1761	9.999752e-10	222
1.3848	0.2235	1.4009	0.1831	9.99975e-10	223
1.3772	0.2565	1.4004	0.1831	9.999748e-10	224
1.3764	0.2447	1.4001	0.1831	9.999745e-10	225
1.3779	0.2541	1.3997	0.1831	9.999743e-10	226
1.3781	0.2588	1.3993	0.1831	9.999741e-10	227
1.3838	0.2047	1.3989	0.1831	9.999739e-10	228
1.3807	0.2259	1.3985	0.1831	9.999737e-10	229
1.3745	0.2635	1.3982	0.1831	9.999734e-10	230
1.3776	0.2447	1.3977	0.1831	9.999732e-10	231
1.3787	0.2282	1.3973	0.1831	9.99973e-10	232
1.3747	0.2706	1.3969	0.1831	9.999728e-10	233
1.3771	0.2447	1.3965	0.1901	9.999725e-10	234
1.3783	0.2259	1.3961	0.1901	9.999723e-10	235
1.3763	0.2141	1.3957	0.1901	9.999721e-10	236
1.3687	0.2565	1.3953	0.1901	9.999719e-10	237
1.3681	0.2565	1.3949	0.1901	9.999717e-10	238
1.3785	0.2400	1.3945	0.1901	9.999714e-10	239
1.3807	0.2259	1.3941	0.1972	9.999712e-10	240
1.3709	0.2353	1.3937	0.1972	9.99971e-10	241
1.3736	0.2753	1.3933	0.1972	9.999708e-10	242
1.3735	0.2376	1.3929	0.1972	9.999706e-10	243
1.3797	0.2235	1.3925	0.1972	9.999703e-10	244
1.3814	0.2541	1.3921	0.2042	9.999701e-10	245
1.3672	0.2565	1.3917	0.2042	9.999699e-10	246
1.3702	0.2518	1.3912	0.2042	9.999697e-10	247
1.3696	0.2682	1.3908	0.2042	9.999694e-10	248
1.3727	0.2424	1.3904	0.2042	9.999692e-10	249
1.3712	0.2635	1.3900	0.2042	9.99969e-10	250
1.3755	0.2235	1.3896	0.2042	9.999688e-10	251
1.3626	0.2612	1.3892	0.2042	9.999686e-10	252
1.3751	0.2376	1.3889	0.2042	9.999683e-10	253
1.3742	0.2353	1.3885	0.2042	9.999681e-10	254
1.3749	0.2329	1.3881	0.2042	9.999679e-10	255
1.3686	0.2541	1.3878	0.2042	9.999677e-10	256
1.3761	0.2353	1.3873	0.2042	9.999674e-10	257
1.3742	0.2565	1.3869	0.2042	9.999672e-10	258
1.3720	0.2682	1.3864	0.2042	9.99967e-10	259
1.3676	0.2471	1.3860	0.2042	9.999668e-10	260
1.3710	0.2541	1.3856	0.2042	9.999666e-10	261
1.3640	0.2918	1.3852	0.2042	9.999663e-10	262
1.3611	0.2588	1.3848	0.2042	9.999661e-10	263
1.3686	0.2635	1.3844	0.2042	9.999659e-10	264
1.3653	0.2776	1.3840	0.2042	9.999657e-10	265
1.3623	0.2729	1.3836	0.2042	9.999654e-10	266
1.3690	0.2518	1.3832	0.2042	9.999652e-10	267
1.3642	0.2635	1.3828	0.2042	9.99965e-10	268
1.3676	0.2518	1.3823	0.2042	9.999648e-10	269
1.3697	0.2612	1.3820	0.2042	9.999646e-10	270
1.3579	0.2894	1.3816	0.2042	9.999643e-10	271
1.3626	0.2588	1.3812	0.2042	9.999641e-10	272
1.3602	0.2753	1.3807	0.2042	9.999639e-10	273
1.3667	0.2612	1.3803	0.2042	9.999637e-10	274
1.3669	0.2847	1.3800	0.2042	9.999634e-10	275
1.3602	0.2988	1.3796	0.2042	9.999632e-10	276
1.3618	0.2941	1.3792	0.2042	9.99963e-10	277
1.3531	0.3129	1.3788	0.2183	9.999627e-10	278
1.3597	0.2894	1.3785	0.2183	9.999623e-10	279
1.3636	0.2729	1.3781	0.2183	9.99962e-10	280
1.3619	0.2706	1.3777	0.2183	9.999617e-10	281
1.3573	0.3059	1.3772	0.2183	9.999613e-10	282
1.3587	0.2635	1.3768	0.2183	9.99961e-10	283
1.3569	0.2776	1.3764	0.2183	9.999607e-10	284
1.3521	0.3200	1.3761	0.2183	9.999603e-10	285
1.3603	0.3176	1.3757	0.2183	9.9996e-10	286
1.3575	0.2894	1.3753	0.2183	9.999597e-10	287
1.3626	0.2565	1.3749	0.2183	9.999593e-10	288
1.3613	0.2565	1.3746	0.2183	9.99959e-10	289
1.3615	0.2706	1.3742	0.2183	9.999587e-10	290
1.3554	0.2706	1.3739	0.2183	9.999583e-10	291
1.3559	0.2988	1.3735	0.2183	9.99958e-10	292
1.3588	0.2682	1.3731	0.2254	9.999577e-10	293
1.3506	0.2824	1.3727	0.2254	9.999573e-10	294
1.3588	0.2706	1.3723	0.2324	9.99957e-10	295
1.3486	0.2824	1.3720	0.2254	9.999567e-10	296
1.3553	0.3012	1.3716	0.2254	9.999563e-10	297
1.3605	0.2447	1.3712	0.2254	9.99956e-10	298
1.3502	0.3176	1.3709	0.2254	9.999557e-10	299
1.3522	0.3012	1.3705	0.2254	9.999553e-10	300
1.3544	0.2824	1.3701	0.2183	9.99955e-10	301
1.3577	0.2494	1.3697	0.2183	9.999547e-10	302
1.3470	0.2918	1.3693	0.2183	9.999543e-10	303
1.3623	0.2871	1.3689	0.2183	9.99954e-10	304
1.3532	0.2776	1.3685	0.2183	9.999537e-10	305
1.3551	0.2753	1.3681	0.2183	9.999533e-10	306
1.3566	0.2659	1.3677	0.2183	9.99953e-10	307
1.3517	0.2965	1.3673	0.2113	9.999527e-10	308
1.3574	0.2988	1.3669	0.2113	9.999523e-10	309
1.3467	0.3200	1.3666	0.2113	9.99952e-10	310
1.3510	0.3082	1.3662	0.2113	9.999517e-10	311
1.3448	0.3129	1.3658	0.2113	9.999513e-10	312
1.3512	0.2800	1.3654	0.2113	9.99951e-10	313
1.3486	0.3082	1.3650	0.2113	9.999507e-10	314
1.3441	0.3106	1.3647	0.2113	9.999503e-10	315
1.3474	0.3176	1.3643	0.2113	9.9995e-10	316
1.3496	0.2965	1.3639	0.2113	9.999497e-10	317
1.3436	0.3200	1.3635	0.2183	9.999493e-10	318
1.3398	0.3318	1.3631	0.2183	9.99949e-10	319
1.3440	0.3318	1.3627	0.2183	9.999487e-10	320
1.3402	0.3294	1.3624	0.2254	9.999483e-10	321
1.3463	0.3247	1.3620	0.2254	9.99948e-10	322
1.3458	0.3012	1.3616	0.2254	9.999477e-10	323
1.3492	0.3153	1.3612	0.2254	9.999473e-10	324
1.3496	0.2941	1.3609	0.2324	9.99947e-10	325
1.3505	0.2776	1.3605	0.2394	9.999467e-10	326
1.3314	0.3200	1.3601	0.2394	9.999463e-10	327
1.3509	0.3082	1.3597	0.2394	9.99946e-10	328
1.3441	0.3318	1.3593	0.2465	9.999457e-10	329
1.3360	0.3365	1.3589	0.2535	9.999453e-10	330
1.3424	0.3271	1.3586	0.2606	9.99945e-10	331
1.3513	0.2824	1.3582	0.2606	9.999447e-10	332
1.3505	0.3106	1.3578	0.2606	9.999443e-10	333
1.3332	0.3176	1.3575	0.2606	9.99944e-10	334
1.3374	0.3341	1.3571	0.2606	9.999437e-10	335
1.3425	0.3106	1.3567	0.2606	9.999434e-10	336
1.3480	0.2988	1.3563	0.2606	9.99943e-10	337
1.3396	0.2894	1.3560	0.2606	9.999427e-10	338
1.3431	0.3271	1.3556	0.2676	9.999424e-10	339
1.3378	0.3271	1.3552	0.2676	9.99942e-10	340
1.3409	0.3318	1.3548	0.2676	9.999417e-10	341
1.3401	0.3506	1.3544	0.2676	9.999414e-10	342
1.3394	0.3153	1.3541	0.2746	9.99941e-10	343
1.3350	0.3412	1.3537	0.2746	9.999407e-10	344
1.3464	0.3200	1.3533	0.2817	9.999404e-10	345
1.3349	0.3412	1.3530	0.2817	9.9994e-10	346
1.3362	0.3318	1.3527	0.2817	9.999397e-10	347
1.3454	0.3153	1.3523	0.2817	9.999394e-10	348
1.3336	0.3459	1.3519	0.2817	9.99939e-10	349
1.3333	0.3812	1.3516	0.2817	9.999387e-10	350
1.3349	0.3459	1.3512	0.2817	9.999384e-10	351
1.3363	0.3388	1.3509	0.2817	9.99938e-10	352
1.3243	0.3553	1.3505	0.2887	9.999377e-10	353
1.3317	0.3529	1.3502	0.2817	9.999374e-10	354
1.3294	0.3388	1.3498	0.2887	9.99937e-10	355
1.3385	0.3459	1.3494	0.2887	9.999367e-10	356
1.3293	0.3624	1.3491	0.2887	9.999364e-10	357
1.3285	0.3694	1.3487	0.2887	9.99936e-10	358
1.3377	0.3271	1.3483	0.2887	9.999357e-10	359
1.3367	0.3271	1.3479	0.2887	9.999354e-10	360
1.3332	0.3341	1.3476	0.2887	9.99935e-10	361
1.3377	0.3600	1.3473	0.2887	9.999347e-10	362
1.3222	0.3953	1.3469	0.2887	9.999344e-10	363
1.3268	0.3553	1.3465	0.2887	9.99934e-10	364
1.3315	0.3412	1.3461	0.2887	9.999337e-10	365
1.3318	0.3365	1.3458	0.2887	9.999334e-10	366
1.3273	0.3671	1.3454	0.3028	9.99933e-10	367
1.3294	0.3576	1.3450	0.3028	9.999327e-10	368
1.3291	0.3694	1.3446	0.3028	9.999324e-10	369
1.3198	0.3600	1.3443	0.3028	9.99932e-10	370
1.3227	0.3741	1.3440	0.3028	9.999317e-10	371
1.3275	0.3553	1.3436	0.3028	9.999314e-10	372
1.3285	0.3388	1.3432	0.3028	9.99931e-10	373
1.3314	0.3671	1.3428	0.3028	9.999307e-10	374
1.3250	0.3812	1.3425	0.3028	9.999304e-10	375
1.3255	0.3553	1.3422	0.2958	9.9993e-10	376
1.3269	0.3906	1.3419	0.2958	9.999297e-10	377
1.3257	0.3694	1.3415	0.2958	9.999294e-10	378
1.3235	0.3624	1.3412	0.2958	9.99929e-10	379
1.3304	0.3224	1.3408	0.3028	9.999287e-10	380
1.3203	0.3694	1.3404	0.3028	9.999284e-10	381
1.3223	0.3694	1.3400	0.3169	9.99928e-10	382
1.3217	0.3953	1.3397	0.3169	9.999277e-10	383
1.3163	0.3882	1.3393	0.3169	9.999274e-10	384
1.3261	0.3718	1.3390	0.3169	9.99927e-10	385
1.3308	0.3624	1.3386	0.3169	9.999267e-10	386
1.3263	0.3482	1.3382	0.3239	9.999264e-10	387
1.3218	0.4094	1.3378	0.3239	9.99926e-10	388
1.3217	0.3788	1.3375	0.3239	9.999256e-10	389
1.3270	0.3482	1.3370	0.3239	9.999251e-10	390
1.3237	0.3600	1.3367	0.3239	9.999247e-10	391
1.3207	0.3741	1.3363	0.3239	9.999243e-10	392
1.3203	0.3835	1.3360	0.3239	9.999238e-10	393
1.3177	0.3671	1.3356	0.3169	9.999234e-10	394
1.3187	0.4000	1.3353	0.3169	9.999229e-10	395
1.3227	0.3529	1.3349	0.3169	9.999225e-10	396
1.3195	0.3624	1.3345	0.3239	9.99922e-10	397
1.3217	0.4141	1.3342	0.3239	9.999216e-10	398
1.3205	0.3906	1.3338	0.3239	9.999211e-10	399
1.3192	0.3812	1.3334	0.3239	9.999207e-10	400
1.3194	0.3812	1.3330	0.3239	9.999203e-10	401
1.3175	0.3741	1.3326	0.3239	9.999198e-10	402
1.3118	0.4306	1.3323	0.3239	9.999194e-10	403
1.3226	0.3788	1.3319	0.3239	9.999189e-10	404
1.3186	0.4047	1.3315	0.3239	9.999185e-10	405
1.3201	0.3671	1.3312	0.3239	9.99918e-10	406
1.3193	0.4000	1.3308	0.3310	9.999176e-10	407
1.3247	0.3718	1.3304	0.3310	9.999171e-10	408
1.3146	0.3906	1.3301	0.3310	9.999167e-10	409
1.3139	0.3812	1.3298	0.3380	9.999163e-10	410
1.3172	0.4165	1.3294	0.3451	9.999158e-10	411
1.3146	0.4071	1.3291	0.3451	9.999154e-10	412
1.3148	0.3859	1.3287	0.3451	9.999149e-10	413
1.3177	0.4024	1.3284	0.3521	9.999145e-10	414
1.3096	0.4329	1.3280	0.3662	9.99914e-10	415
1.3126	0.3929	1.3276	0.3662	9.999136e-10	416
1.3147	0.4235	1.3273	0.3662	9.999132e-10	417
1.3149	0.3600	1.3269	0.3732	9.999127e-10	418
1.3122	0.4259	1.3265	0.3732	9.999123e-10	419
1.3140	0.3929	1.3262	0.3732	9.999118e-10	420
1.3111	0.3835	1.3258	0.3873	9.999114e-10	421
1.3131	0.4094	1.3255	0.3944	9.999109e-10	422
1.3118	0.3859	1.3251	0.3944	9.999105e-10	423
1.3146	0.3671	1.3248	0.4014	9.9991e-10	424
1.3078	0.4188	1.3244	0.4085	9.999096e-10	425
1.3087	0.4188	1.3241	0.4085	9.999092e-10	426
1.3125	0.4188	1.3237	0.4155	9.999087e-10	427
1.3071	0.4024	1.3234	0.4225	9.999083e-10	428
1.3131	0.3929	1.3230	0.4296	9.999078e-10	429
1.3077	0.4424	1.3227	0.4296	9.999074e-10	430
1.3127	0.4024	1.3223	0.4296	9.999069e-10	431
1.3047	0.4518	1.3220	0.4296	9.999065e-10	432
1.2997	0.4329	1.3216	0.4296	9.99906e-10	433
1.3050	0.4329	1.3213	0.4296	9.999056e-10	434
1.3077	0.4329	1.3210	0.4296	9.999052e-10	435
1.3064	0.4329	1.3206	0.4296	9.999047e-10	436
1.3038	0.4424	1.3202	0.4296	9.999043e-10	437
1.3140	0.3976	1.3199	0.4366	9.999038e-10	438
1.3025	0.4235	1.3195	0.4366	9.999034e-10	439
1.3021	0.4282	1.3192	0.4296	9.999029e-10	440
1.3029	0.4235	1.3188	0.4366	9.999025e-10	441
1.2991	0.4682	1.3185	0.4366	9.99902e-10	442
1.3099	0.4165	1.3181	0.4366	9.999016e-10	443
1.3051	0.4376	1.3178	0.4366	9.999012e-10	444
1.2937	0.4353	1.3174	0.4437	9.999007e-10	445
1.3004	0.4235	1.3171	0.4507	9.999003e-10	446
1.2956	0.4682	1.3167	0.4507	9.998998e-10	447
1.3079	0.4329	1.3164	0.4577	9.998994e-10	448
1.3026	0.4376	1.3160	0.4577	9.998989e-10	449
1.3009	0.4400	1.3156	0.4648	9.998985e-10	450
1.3018	0.4353	1.3153	0.4648	9.99898e-10	451
1.3011	0.4329	1.3149	0.4648	9.998976e-10	452
1.3014	0.4259	1.3146	0.4648	9.998972e-10	453
1.3028	0.4659	1.3142	0.4648	9.998967e-10	454
1.2986	0.4329	1.3140	0.4648	9.998963e-10	455
1.2987	0.4376	1.3136	0.4718	9.998958e-10	456
1.3080	0.4188	1.3132	0.4718	9.998954e-10	457
1.2989	0.4282	1.3129	0.4718	9.99895e-10	458
1.3003	0.4447	1.3125	0.4718	9.998945e-10	459
1.2984	0.4494	1.3122	0.4718	9.998941e-10	460
1.2991	0.4306	1.3118	0.4859	9.998936e-10	461
1.3014	0.4588	1.3115	0.4930	9.998932e-10	462
1.3041	0.4118	1.3112	0.4930	9.998927e-10	463
1.3031	0.4306	1.3109	0.4930	9.998923e-10	464
1.2979	0.4329	1.3105	0.4930	9.998918e-10	465
1.3049	0.4424	1.3102	0.4930	9.998914e-10	466
1.3003	0.4541	1.3098	0.4930	9.99891e-10	467
1.2883	0.4518	1.3095	0.4930	9.998905e-10	468
1.2887	0.5012	1.3091	0.5	9.998901e-10	469
1.3032	0.4541	1.3088	0.5	9.998896e-10	470
1.2940	0.4518	1.3084	0.5	9.998892e-10	471
1.2887	0.4894	1.3081	0.5	9.998887e-10	472
1.2878	0.4753	1.3078	0.5	9.998883e-10	473
1.2885	0.4941	1.3074	0.5	9.998878e-10	474
1.2936	0.4612	1.3071	0.5	9.998874e-10	475
1.2915	0.4659	1.3067	0.5	9.99887e-10	476
1.2886	0.4518	1.3064	0.5	9.998865e-10	477
1.2975	0.4376	1.3061	0.5	9.998861e-10	478
1.2930	0.4635	1.3057	0.4930	9.998856e-10	479
1.2910	0.4894	1.3054	0.4930	9.998852e-10	480
1.2891	0.4682	1.3050	0.5	9.998847e-10	481
1.2900	0.4965	1.3047	0.5	9.998843e-10	482
1.2902	0.4682	1.3044	0.5	9.998838e-10	483
1.2912	0.4965	1.3041	0.5	9.998834e-10	484
1.2926	0.4541	1.3037	0.5	9.99883e-10	485
1.2893	0.4706	1.3034	0.5070	9.998825e-10	486
1.2823	0.4965	1.3030	0.5070	9.998821e-10	487
1.2865	0.4894	1.3026	0.5	9.998816e-10	488
1.2902	0.4682	1.3023	0.5	9.998812e-10	489
1.2818	0.5082	1.3020	0.5	9.998807e-10	490
1.2924	0.4424	1.3017	0.5	9.998803e-10	491
1.2839	0.4918	1.3013	0.5	9.998798e-10	492
1.2840	0.4635	1.3010	0.5	9.998794e-10	493
1.2860	0.4800	1.3007	0.5	9.99879e-10	494
1.2913	0.4424	1.3003	0.5	9.998785e-10	495
1.2914	0.4988	1.2999	0.5070	9.998781e-10	496
1.2898	0.4635	1.2996	0.5070	9.998776e-10	497
1.2885	0.4635	1.2992	0.5141	9.998772e-10	498
1.2825	0.4847	1.2989	0.5141	9.998767e-10	499
1.2835	0.4682	1.2986	0.5141	9.998762e-10	500
1.2855	0.4894	1.2982	0.5141	9.998756e-10	501
1.2873	0.4729	1.2978	0.5141	9.998751e-10	502
1.2834	0.5106	1.2975	0.5141	9.998745e-10	503
1.2837	0.5153	1.2972	0.5211	9.99874e-10	504
1.2818	0.4941	1.2969	0.5211	9.998734e-10	505
1.2815	0.5082	1.2966	0.5211	9.998729e-10	506
1.2845	0.4800	1.2962	0.5211	9.998723e-10	507
1.2966	0.4376	1.2959	0.5211	9.998717e-10	508
1.2863	0.4941	1.2955	0.5282	9.998712e-10	509
1.2814	0.4871	1.2952	0.5282	9.998706e-10	510
1.2809	0.5224	1.2948	0.5282	9.998701e-10	511
1.2850	0.4682	1.2945	0.5352	9.998695e-10	512
1.2787	0.5035	1.2942	0.5352	9.99869e-10	513
1.2819	0.5059	1.2939	0.5352	9.998684e-10	514
1.2825	0.4729	1.2936	0.5423	9.998679e-10	515
1.2720	0.5341	1.2932	0.5423	9.998673e-10	516
1.2779	0.5153	1.2929	0.5423	9.998667e-10	517
1.2803	0.5176	1.2925	0.5563	9.998662e-10	518
1.2803	0.4706	1.2922	0.5563	9.998656e-10	519
1.2752	0.5059	1.2919	0.5563	9.998651e-10	520
1.2816	0.4894	1.2915	0.5634	9.998645e-10	521
1.2723	0.5459	1.2912	0.5634	9.99864e-10	522
1.2828	0.5012	1.2909	0.5775	9.998634e-10	523
1.2901	0.4871	1.2906	0.5775	9.998629e-10	524
1.2856	0.4800	1.2902	0.5775	9.998623e-10	525
1.2812	0.5176	1.2899	0.5775	9.998617e-10	526
1.2731	0.5176	1.2896	0.5775	9.998612e-10	527
1.2819	0.5082	1.2892	0.5775	9.998606e-10	528
1.2775	0.5106	1.2889	0.5775	9.998601e-10	529
1.2774	0.5012	1.2886	0.5775	9.998595e-10	530
1.2765	0.5294	1.2883	0.5775	9.99859e-10	531
1.2782	0.5176	1.2880	0.5775	9.998584e-10	532
1.2763	0.5082	1.2877	0.5775	9.998579e-10	533
1.2716	0.5082	1.2873	0.5775	9.998573e-10	534
1.2827	0.5035	1.2870	0.5775	9.998568e-10	535
1.2741	0.5106	1.2867	0.5775	9.998562e-10	536
1.2719	0.5294	1.2864	0.5775	9.998556e-10	537
1.2698	0.5153	1.2861	0.5775	9.998551e-10	538
1.2801	0.5294	1.2857	0.5775	9.998545e-10	539
1.2698	0.5459	1.2854	0.5775	9.99854e-10	540
1.2722	0.5129	1.2851	0.5775	9.998534e-10	541
1.2690	0.5176	1.2848	0.5775	9.998529e-10	542
1.2807	0.5106	1.2845	0.5775	9.998523e-10	543
1.2762	0.5153	1.2841	0.5845	9.998518e-10	544
1.2734	0.5365	1.2838	0.5915	9.998512e-10	545
1.2607	0.5459	1.2835	0.5915	9.998506e-10	546
1.2778	0.5035	1.2831	0.5915	9.998501e-10	547
1.2625	0.5271	1.2828	0.5986	9.998495e-10	548
1.2641	0.5318	1.2825	0.5986	9.99849e-10	549
1.2695	0.5341	1.2822	0.6056	9.998484e-10	550
1.2721	0.5459	1.2819	0.6056	9.998479e-10	551
1.2707	0.5271	1.2816	0.6056	9.998473e-10	552
1.2695	0.5247	1.2812	0.6056	9.998468e-10	553
1.2766	0.5035	1.2809	0.6056	9.998462e-10	554
1.2678	0.5482	1.2806	0.6056	9.998457e-10	555
1.2677	0.5318	1.2803	0.6056	9.998451e-10	556
1.2711	0.5271	1.2799	0.6056	9.998445e-10	557
1.2639	0.5529	1.2796	0.6056	9.99844e-10	558
1.2619	0.5906	1.2794	0.6056	9.998434e-10	559
1.2710	0.5271	1.2791	0.6056	9.998429e-10	560
1.2666	0.5647	1.2787	0.6056	9.998423e-10	561
1.2639	0.5388	1.2784	0.6056	9.998418e-10	562
1.2736	0.5200	1.2781	0.6056	9.998412e-10	563
1.2722	0.5271	1.2777	0.6056	9.998407e-10	564
1.2638	0.5482	1.2774	0.6056	9.998401e-10	565
1.2654	0.5318	1.2771	0.6056	9.998395e-10	566
1.2649	0.5459	1.2767	0.6056	9.99839e-10	567
1.2638	0.5412	1.2764	0.6056	9.998384e-10	568
1.2626	0.5694	1.2761	0.6056	9.998379e-10	569
1.2579	0.5576	1.2758	0.6056	9.998373e-10	570
1.2673	0.5671	1.2755	0.6056	9.998368e-10	571
1.2628	0.5224	1.2751	0.6056	9.998362e-10	572
1.2664	0.5247	1.2748	0.6056	9.998357e-10	573
1.2653	0.5247	1.2745	0.6056	9.998351e-10	574
1.2662	0.5294	1.2742	0.6056	9.998345e-10	575
1.2553	0.5459	1.2738	0.6056	9.99834e-10	576
1.2572	0.5765	1.2735	0.6056	9.998334e-10	577
1.2645	0.5271	1.2732	0.6056	9.998329e-10	578
1.2659	0.5388	1.2728	0.5986	9.998323e-10	579
1.2604	0.5482	1.2725	0.5986	9.998318e-10	580
1.2665	0.5012	1.2722	0.5986	9.998312e-10	581
1.2617	0.5388	1.2718	0.6056	9.998307e-10	582
1.2657	0.5200	1.2715	0.6056	9.998301e-10	583
1.2616	0.5412	1.2712	0.6127	9.998296e-10	584
1.2571	0.5624	1.2709	0.6127	9.99829e-10	585
1.2589	0.5482	1.2707	0.6127	9.998284e-10	586
1.2522	0.5671	1.2704	0.6056	9.998279e-10	587
1.2607	0.5553	1.2701	0.6056	9.998273e-10	588
1.2534	0.5624	1.2698	0.6056	9.998268e-10	589
1.2607	0.5624	1.2695	0.6056	9.998262e-10	590
1.2507	0.5812	1.2692	0.6056	9.998257e-10	591
1.2587	0.5506	1.2688	0.6056	9.998251e-10	592
1.2608	0.5506	1.2685	0.6056	9.998246e-10	593
1.2531	0.5553	1.2682	0.6056	9.99824e-10	594
1.2529	0.5953	1.2679	0.6056	9.998234e-10	595
1.2587	0.5435	1.2676	0.6056	9.998229e-10	596
1.2547	0.5459	1.2673	0.6056	9.998223e-10	597
1.2549	0.5694	1.2669	0.6056	9.998218e-10	598
1.2550	0.5576	1.2667	0.6127	9.998212e-10	599
1.2594	0.5741	1.2663	0.6127	9.998207e-10	600
1.2558	0.5435	1.2660	0.6127	9.998201e-10	601
1.2565	0.5576	1.2657	0.6127	9.998196e-10	602
1.2509	0.5671	1.2654	0.6127	9.99819e-10	603
1.2568	0.5765	1.2650	0.6127	9.998185e-10	604
1.2573	0.5529	1.2647	0.6197	9.998179e-10	605
1.2585	0.5388	1.2644	0.6197	9.998173e-10	606
1.2561	0.5647	1.2641	0.6197	9.998168e-10	607
1.2506	0.5459	1.2638	0.6197	9.998162e-10	608
1.2531	0.5765	1.2635	0.6197	9.998157e-10	609
1.2610	0.5506	1.2632	0.6197	9.998151e-10	610
1.2600	0.5553	1.2630	0.6197	9.998145e-10	611
1.2570	0.5788	1.2627	0.6197	9.998138e-10	612
1.2604	0.5600	1.2624	0.6197	9.998131e-10	613
1.2517	0.6000	1.2621	0.6197	9.998125e-10	614
1.2429	0.6141	1.2618	0.6268	9.998118e-10	615
1.2512	0.5718	1.2615	0.6268	9.998111e-10	616
1.2457	0.6047	1.2612	0.6268	9.998105e-10	617
1.2537	0.5718	1.2609	0.6268	9.998098e-10	618
1.2472	0.6047	1.2606	0.6268	9.998091e-10	619
1.2471	0.5953	1.2603	0.6268	9.998085e-10	620
1.2561	0.5765	1.2600	0.6268	9.998078e-10	621
1.2440	0.6000	1.2596	0.6268	9.998071e-10	622
1.2524	0.5671	1.2593	0.6268	9.998065e-10	623
1.2532	0.5835	1.2590	0.6268	9.998058e-10	624
1.2488	0.5576	1.2587	0.6268	9.998051e-10	625
1.2444	0.5976	1.2584	0.6268	9.998045e-10	626
1.2502	0.6094	1.2581	0.6268	9.998038e-10	627
1.2469	0.6024	1.2578	0.6268	9.998031e-10	628
1.2458	0.5718	1.2575	0.6338	9.998025e-10	629
1.2477	0.5953	1.2572	0.6338	9.998018e-10	630
1.2435	0.6024	1.2569	0.6338	9.998011e-10	631
1.2480	0.5788	1.2566	0.6268	9.998005e-10	632
1.2532	0.5412	1.2563	0.6268	9.997998e-10	633
1.2395	0.6047	1.2560	0.6268	9.997991e-10	634
1.2395	0.6259	1.2557	0.6268	9.997985e-10	635
1.2486	0.5788	1.2555	0.6268	9.997978e-10	636
1.2469	0.5835	1.2551	0.6338	9.997971e-10	637
1.2482	0.5647	1.2549	0.6338	9.997965e-10	638
1.2402	0.5765	1.2545	0.6338	9.997958e-10	639
1.2389	0.6047	1.2543	0.6408	9.997951e-10	640
1.2414	0.5953	1.2539	0.6408	9.997945e-10	641
1.2449	0.6071	1.2536	0.6408	9.997938e-10	642
1.2436	0.5929	1.2533	0.6408	9.997931e-10	643
1.2437	0.5929	1.2530	0.6408	9.997925e-10	644
1.2383	0.6094	1.2527	0.6408	9.997918e-10	645
1.2492	0.5859	1.2524	0.6408	9.997911e-10	646
1.2437	0.6047	1.2521	0.6408	9.997905e-10	647
1.2383	0.5882	1.2518	0.6408	9.997898e-10	648
1.2484	0.5694	1.2516	0.6408	9.997891e-10	649
1.2385	0.6000	1.2512	0.6408	9.997885e-10	650
1.2402	0.6094	1.2510	0.6408	9.997878e-10	651
1.2392	0.5953	1.2506	0.6408	9.997871e-10	652
1.2480	0.5788	1.2503	0.6408	9.997865e-10	653
1.2373	0.5929	1.2500	0.6408	9.997858e-10	654
1.2406	0.5882	1.2497	0.6408	9.997851e-10	655
1.2478	0.5506	1.2495	0.6408	9.997845e-10	656
1.2418	0.5906	1.2492	0.6408	9.997838e-10	657
1.2421	0.6071	1.2489	0.6408	9.997831e-10	658
1.2368	0.5976	1.2486	0.6408	9.997825e-10	659
1.2435	0.5600	1.2483	0.6408	9.997818e-10	660
1.2422	0.6024	1.2480	0.6408	9.997811e-10	661
1.2397	0.6094	1.2477	0.6479	9.997805e-10	662
1.2419	0.6000	1.2474	0.6479	9.997798e-10	663
1.2365	0.5812	1.2471	0.6479	9.997791e-10	664
1.2399	0.6024	1.2469	0.6549	9.997785e-10	665
1.2446	0.6047	1.2466	0.6549	9.997778e-10	666
1.2391	0.6047	1.2463	0.6549	9.997771e-10	667
1.2460	0.6165	1.2460	0.6549	9.997765e-10	668
1.2348	0.6141	1.2457	0.6479	9.997758e-10	669
1.2348	0.6024	1.2454	0.6479	9.997752e-10	670
1.2347	0.6094	1.2451	0.6479	9.997745e-10	671
1.2319	0.5953	1.2448	0.6479	9.997738e-10	672
1.2381	0.6118	1.2445	0.6479	9.997732e-10	673
1.2299	0.6141	1.2442	0.6479	9.997725e-10	674
1.2329	0.6071	1.2439	0.6479	9.997718e-10	675
1.2309	0.6259	1.2436	0.6479	9.997712e-10	676
1.2260	0.6259	1.2433	0.6479	9.997705e-10	677
1.2328	0.6212	1.2430	0.6479	9.997698e-10	678
1.2348	0.6024	1.2427	0.6479	9.997692e-10	679
1.2315	0.6047	1.2424	0.6479	9.997685e-10	680
1.2375	0.6235	1.2421	0.6479	9.997678e-10	681
1.2276	0.6376	1.2418	0.6479	9.997672e-10	682
1.2278	0.6165	1.2416	0.6408	9.997665e-10	683
1.2383	0.6188	1.2413	0.6408	9.997658e-10	684
1.2323	0.6071	1.2410	0.6408	9.997652e-10	685
1.2242	0.6094	1.2407	0.6408	9.997645e-10	686
1.2382	0.5976	1.2404	0.6408	9.997638e-10	687
1.2333	0.6212	1.2401	0.6479	9.997632e-10	688
1.2327	0.6094	1.2398	0.6479	9.997625e-10	689
1.2319	0.6259	1.2395	0.6479	9.997618e-10	690
1.2244	0.6329	1.2392	0.6479	9.997612e-10	691
1.2279	0.6118	1.2390	0.6479	9.997605e-10	692
1.2330	0.6212	1.2387	0.6479	9.997598e-10	693
1.2285	0.6306	1.2384	0.6479	9.997592e-10	694
1.2234	0.6188	1.2381	0.6479	9.997585e-10	695
1.2296	0.6282	1.2379	0.6479	9.997578e-10	696
1.2289	0.6353	1.2375	0.6479	9.997572e-10	697
1.2305	0.6259	1.2373	0.6479	9.997565e-10	698
1.2264	0.6329	1.2370	0.6479	9.997558e-10	699
1.2254	0.6165	1.2367	0.6479	9.997552e-10	700
1.2318	0.6188	1.2364	0.6479	9.997545e-10	701
1.2261	0.6094	1.2361	0.6479	9.997538e-10	702
1.2320	0.6094	1.2359	0.6479	9.997532e-10	703
1.2271	0.6188	1.2356	0.6479	9.997525e-10	704
1.2189	0.6282	1.2353	0.6479	9.997518e-10	705
1.2196	0.6329	1.2350	0.6479	9.997512e-10	706
1.2207	0.6376	1.2348	0.6479	9.997505e-10	707
1.2265	0.5929	1.2345	0.6479	9.997498e-10	708
1.2226	0.6400	1.2342	0.6479	9.997492e-10	709
1.2294	0.6212	1.2338	0.6479	9.997485e-10	710
1.2220	0.6235	1.2335	0.6479	9.997478e-10	711
1.2288	0.6165	1.2332	0.6479	9.997472e-10	712
1.2299	0.6376	1.2330	0.6479	9.997465e-10	713
1.2196	0.6212	1.2327	0.6479	9.997458e-10	714
1.2180	0.6282	1.2324	0.6479	9.997452e-10	715
1.2271	0.6494	1.2322	0.6479	9.997445e-10	716
1.2231	0.6188	1.2319	0.6479	9.997438e-10	717
1.2253	0.6212	1.2317	0.6479	9.997432e-10	718
1.2265	0.5976	1.2314	0.6479	9.997425e-10	719
1.2221	0.6071	1.2311	0.6479	9.997418e-10	720
1.2174	0.6306	1.2308	0.6479	9.997412e-10	721
1.2241	0.6282	1.2306	0.6479	9.997404e-10	722
1.2241	0.6259	1.2303	0.6479	9.997396e-10	723
1.2211	0.6118	1.2300	0.6479	9.997388e-10	724
1.2126	0.6259	1.2298	0.6549	9.997381e-10	725
1.2193	0.6541	1.2295	0.6549	9.997373e-10	726
1.2128	0.6471	1.2292	0.6549	9.997365e-10	727
1.2246	0.6141	1.2289	0.6549	9.997357e-10	728
1.2164	0.6282	1.2286	0.6549	9.99735e-10	729
1.2171	0.6282	1.2284	0.6549	9.997342e-10	730
1.2173	0.6447	1.2281	0.6549	9.997334e-10	731
1.2135	0.6353	1.2278	0.6549	9.997326e-10	732
1.2139	0.6329	1.2275	0.6549	9.997319e-10	733
1.2202	0.6353	1.2273	0.6549	9.997311e-10	734
1.2140	0.6541	1.2270	0.6549	9.997303e-10	735
1.2116	0.6400	1.2267	0.6549	9.997295e-10	736
1.2206	0.6282	1.2264	0.6549	9.997287e-10	737
1.2170	0.6235	1.2262	0.6549	9.99728e-10	738
1.2202	0.6329	1.2259	0.6549	9.997272e-10	739
1.2149	0.6424	1.2256	0.6549	9.997264e-10	740
1.2109	0.6329	1.2253	0.6549	9.997256e-10	741
1.2127	0.6235	1.2250	0.6549	9.997249e-10	742
1.2132	0.6447	1.2248	0.6549	9.997241e-10	743
1.2129	0.6165	1.2245	0.6549	9.997233e-10	744
1.2094	0.6494	1.2242	0.6549	9.997225e-10	745
1.2206	0.6118	1.2240	0.6549	9.997217e-10	746
1.2174	0.6376	1.2237	0.6549	9.99721e-10	747
1.2220	0.6047	1.2234	0.6549	9.997202e-10	748
1.2130	0.6424	1.2232	0.6549	9.997194e-10	749
1.2201	0.6259	1.2229	0.6549	9.997186e-10	750
1.2147	0.6329	1.2226	0.6549	9.997179e-10	751
1.2148	0.6235	1.2223	0.6549	9.997171e-10	752
1.2149	0.6329	1.2221	0.6549	9.997163e-10	753
1.2139	0.6329	1.2218	0.6549	9.997155e-10	754
1.2167	0.6400	1.2215	0.6549	9.997148e-10	755
1.2103	0.6518	1.2212	0.6549	9.99714e-10	756
1.2095	0.6471	1.2209	0.6549	9.997132e-10	757
1.2157	0.6259	1.2207	0.6549	9.997124e-10	758
1.2153	0.6424	1.2204	0.6549	9.997116e-10	759
1.2136	0.6400	1.2202	0.6549	9.997109e-10	760
1.2068	0.6353	1.2199	0.6549	9.997101e-10	761
1.2131	0.6329	1.2197	0.6549	9.997093e-10	762
1.2018	0.6494	1.2194	0.6549	9.997085e-10	763
1.2136	0.6353	1.2191	0.6549	9.997078e-10	764
1.2101	0.6306	1.2188	0.6549	9.99707e-10	765
1.2122	0.6447	1.2186	0.6549	9.997062e-10	766
1.2098	0.6353	1.2183	0.6549	9.997054e-10	767
1.2114	0.6518	1.2181	0.6549	9.997047e-10	768
1.2122	0.6400	1.2178	0.6620	9.997039e-10	769
1.2138	0.6235	1.2175	0.6690	9.997031e-10	770
1.2082	0.6588	1.2172	0.6761	9.997023e-10	771
1.2133	0.6518	1.2169	0.6761	9.997015e-10	772
1.2063	0.6329	1.2167	0.6761	9.997008e-10	773
1.2104	0.6541	1.2164	0.6761	9.997e-10	774
1.2060	0.6376	1.2161	0.6761	9.996992e-10	775
1.2030	0.6471	1.2158	0.6761	9.996984e-10	776
1.2076	0.6329	1.2155	0.6761	9.996977e-10	777
1.2008	0.6565	1.2153	0.6761	9.996969e-10	778
1.2092	0.6447	1.2150	0.6761	9.996961e-10	779
1.2116	0.6471	1.2147	0.6761	9.996953e-10	780
1.2111	0.6306	1.2144	0.6761	9.996945e-10	781
1.2123	0.6565	1.2142	0.6761	9.996938e-10	782
1.1970	0.6635	1.2139	0.6761	9.99693e-10	783
1.2024	0.6635	1.2136	0.6761	9.996922e-10	784
1.2029	0.6329	1.2134	0.6761	9.996914e-10	785
1.2050	0.6447	1.2131	0.6761	9.996907e-10	786
1.2117	0.6541	1.2128	0.6761	9.996899e-10	787
1.2021	0.6588	1.2126	0.6761	9.996891e-10	788
1.2075	0.6565	1.2123	0.6761	9.996883e-10	789
1.2131	0.6518	1.2120	0.6761	9.996876e-10	790
1.2062	0.6541	1.2118	0.6761	9.996868e-10	791
1.2005	0.6471	1.2115	0.6761	9.99686e-10	792
1.2104	0.6541	1.2112	0.6761	9.996852e-10	793
1.1939	0.6424	1.2110	0.6761	9.996844e-10	794
1.2017	0.6588	1.2107	0.6761	9.996837e-10	795
1.2061	0.6588	1.2105	0.6761	9.996829e-10	796
1.2084	0.6565	1.2102	0.6761	9.996821e-10	797
1.2063	0.6635	1.2099	0.6761	9.996813e-10	798
1.2001	0.6588	1.2096	0.6761	9.996806e-10	799
1.2047	0.6447	1.2094	0.6761	9.996798e-10	800
1.2034	0.6471	1.2092	0.6761	9.99679e-10	801
1.1968	0.6541	1.2089	0.6761	9.996782e-10	802
1.2095	0.6376	1.2086	0.6761	9.996775e-10	803
1.1969	0.6565	1.2083	0.6761	9.996767e-10	804
1.2043	0.6447	1.2080	0.6761	9.996759e-10	805
1.2058	0.6376	1.2078	0.6761	9.996751e-10	806
1.1986	0.6565	1.2075	0.6761	9.996743e-10	807
1.1983	0.6588	1.2073	0.6761	9.996736e-10	808
1.2041	0.6353	1.2070	0.6761	9.996728e-10	809
1.2055	0.6494	1.2068	0.6761	9.99672e-10	810
1.1934	0.6565	1.2065	0.6761	9.996712e-10	811
1.1971	0.6635	1.2063	0.6761	9.996705e-10	812
1.2028	0.6494	1.2060	0.6761	9.996697e-10	813
1.2042	0.6565	1.2058	0.6761	9.996689e-10	814
1.1954	0.6565	1.2055	0.6761	9.996681e-10	815
1.2005	0.6541	1.2052	0.6761	9.996673e-10	816
1.1996	0.6518	1.2050	0.6761	9.996666e-10	817
1.1968	0.6424	1.2047	0.6761	9.996658e-10	818
1.1947	0.6471	1.2045	0.6761	9.99665e-10	819
1.1982	0.6518	1.2042	0.6761	9.996642e-10	820
1.1967	0.6447	1.2039	0.6761	9.996635e-10	821
1.1976	0.6565	1.2037	0.6761	9.996627e-10	822
1.1990	0.6424	1.2034	0.6761	9.996619e-10	823
1.2013	0.6400	1.2032	0.6761	9.996611e-10	824
1.2046	0.6518	1.2029	0.6761	9.996604e-10	825
1.1975	0.6659	1.2027	0.6761	9.996596e-10	826
1.1907	0.6612	1.2025	0.6761	9.996588e-10	827
1.1963	0.6659	1.2022	0.6761	9.99658e-10	828
1.1901	0.6588	1.2019	0.6761	9.996572e-10	829
1.1920	0.6635	1.2017	0.6761	9.996565e-10	830
1.1900	0.6588	1.2014	0.6761	9.996557e-10	831
1.1954	0.6612	1.2012	0.6761	9.996549e-10	832
1.1956	0.6471	1.2010	0.6761	9.99654e-10	833
1.1882	0.6612	1.2007	0.6761	9.996531e-10	834
1.1963	0.6494	1.2004	0.6761	9.996522e-10	835
1.1932	0.6471	1.2002	0.6761	9.996514e-10	836
1.1955	0.6565	1.1999	0.6761	9.996505e-10	837
1.1932	0.6565	1.1997	0.6761	9.996496e-10	838
1.1943	0.6565	1.1994	0.6761	9.996487e-10	839
1.1885	0.6518	1.1991	0.6761	9.996478e-10	840
1.1975	0.6565	1.1989	0.6761	9.996469e-10	841
1.1930	0.6518	1.1986	0.6761	9.99646e-10	842
1.1836	0.6729	1.1984	0.6761	9.996451e-10	843
1.1839	0.6706	1.1982	0.6761	9.996443e-10	844
1.1870	0.6565	1.1979	0.6761	9.996434e-10	845
1.1919	0.6541	1.1976	0.6761	9.996425e-10	846
1.1877	0.6588	1.1974	0.6761	9.996416e-10	847
1.1914	0.6635	1.1971	0.6761	9.996407e-10	848
1.1953	0.6588	1.1969	0.6761	9.996398e-10	849
1.1865	0.6635	1.1966	0.6761	9.996389e-10	850
1.1927	0.6612	1.1964	0.6761	9.99638e-10	851
1.1831	0.6588	1.1961	0.6761	9.996372e-10	852
1.1877	0.6729	1.1959	0.6761	9.996363e-10	853
1.1787	0.6588	1.1956	0.6761	9.996354e-10	854
1.1773	0.6612	1.1954	0.6761	9.996345e-10	855
1.1871	0.6706	1.1951	0.6761	9.996336e-10	856
1.1812	0.6612	1.1949	0.6761	9.996327e-10	857
1.1870	0.6612	1.1946	0.6761	9.996318e-10	858
1.1824	0.6612	1.1944	0.6761	9.996309e-10	859
1.1842	0.6494	1.1942	0.6761	9.9963e-10	860
1.1800	0.6776	1.1939	0.6761	9.996292e-10	861
1.1848	0.6800	1.1937	0.6761	9.996283e-10	862
1.1904	0.6682	1.1934	0.6761	9.996274e-10	863
1.1798	0.6682	1.1932	0.6761	9.996265e-10	864
1.1813	0.6635	1.1930	0.6761	9.996256e-10	865
1.1847	0.6706	1.1927	0.6761	9.996247e-10	866
1.1915	0.6612	1.1925	0.6761	9.996238e-10	867
1.1793	0.6800	1.1923	0.6761	9.996229e-10	868
1.1836	0.6776	1.1920	0.6761	9.99622e-10	869
1.1884	0.6753	1.1918	0.6761	9.996212e-10	870
1.1780	0.6847	1.1916	0.6761	9.996203e-10	871
1.1850	0.6729	1.1913	0.6761	9.996194e-10	872
1.1930	0.6588	1.1911	0.6761	9.996185e-10	873
1.1882	0.6518	1.1908	0.6761	9.996176e-10	874
1.1870	0.6729	1.1906	0.6761	9.996167e-10	875
1.1886	0.6541	1.1903	0.6761	9.996158e-10	876
1.1785	0.6659	1.1901	0.6761	9.99615e-10	877
1.1861	0.6588	1.1898	0.6761	9.996141e-10	878
1.1864	0.6753	1.1896	0.6761	9.996132e-10	879
1.1904	0.6706	1.1893	0.6761	9.996123e-10	880
1.1829	0.6659	1.1890	0.6761	9.996114e-10	881
1.1840	0.6706	1.1888	0.6761	9.996105e-10	882
1.1742	0.6753	1.1886	0.6761	9.996096e-10	883
1.1818	0.6635	1.1883	0.6761	9.996087e-10	884
1.1794	0.6729	1.1881	0.6761	9.996078e-10	885
1.1860	0.6612	1.1879	0.6761	9.99607e-10	886
1.1812	0.6635	1.1876	0.6761	9.996061e-10	887
1.1820	0.6682	1.1874	0.6761	9.996052e-10	888
1.1819	0.6776	1.1871	0.6761	9.996043e-10	889
1.1871	0.6635	1.1869	0.6761	9.996034e-10	890
1.1799	0.6635	1.1867	0.6761	9.996025e-10	891
1.1803	0.6729	1.1864	0.6761	9.996016e-10	892
1.1827	0.6612	1.1861	0.6761	9.996007e-10	893
1.1818	0.6635	1.1859	0.6761	9.995998e-10	894
1.1818	0.6753	1.1857	0.6761	9.99599e-10	895
1.1763	0.6776	1.1854	0.6761	9.995981e-10	896
1.1753	0.6706	1.1852	0.6761	9.995972e-10	897
1.1783	0.6706	1.1849	0.6761	9.995963e-10	898
1.1787	0.6753	1.1847	0.6761	9.995954e-10	899
1.1771	0.6541	1.1845	0.6761	9.995945e-10	900
1.1735	0.6659	1.1842	0.6761	9.995936e-10	901
1.1812	0.6565	1.1840	0.6761	9.995927e-10	902
1.1791	0.6659	1.1837	0.6761	9.995919e-10	903
1.1768	0.6682	1.1835	0.6761	9.99591e-10	904
1.1781	0.6682	1.1833	0.6761	9.995901e-10	905
1.1747	0.6612	1.1830	0.6761	9.995892e-10	906
1.1791	0.6753	1.1828	0.6761	9.995883e-10	907
1.1805	0.6706	1.1825	0.6761	9.995874e-10	908
1.1753	0.6612	1.1823	0.6761	9.995865e-10	909
1.1684	0.6776	1.1820	0.6761	9.995856e-10	910
1.1760	0.6588	1.1818	0.6761	9.995847e-10	911
1.1827	0.6682	1.1815	0.6761	9.995839e-10	912
1.1749	0.6776	1.1813	0.6761	9.99583e-10	913
1.1826	0.6706	1.1810	0.6761	9.995821e-10	914
1.1789	0.6706	1.1808	0.6761	9.995812e-10	915
1.1759	0.6659	1.1806	0.6761	9.995803e-10	916
1.1679	0.6682	1.1804	0.6761	9.995794e-10	917
1.1653	0.6659	1.1801	0.6761	9.995785e-10	918
1.1746	0.6729	1.1799	0.6761	9.995776e-10	919
1.1765	0.6659	1.1796	0.6761	9.995768e-10	920
1.1719	0.6682	1.1794	0.6761	9.995759e-10	921
1.1728	0.6753	1.1791	0.6761	9.99575e-10	922
1.1680	0.6706	1.1789	0.6761	9.995741e-10	923
1.1740	0.6541	1.1786	0.6761	9.995732e-10	924
1.1794	0.6635	1.1784	0.6761	9.995723e-10	925
1.1689	0.6753	1.1782	0.6761	9.995714e-10	926
1.1742	0.6729	1.1780	0.6761	9.995705e-10	927
1.1682	0.6706	1.1777	0.6761	9.995696e-10	928
1.1695	0.6706	1.1775	0.6761	9.995688e-10	929
1.1724	0.6682	1.1773	0.6761	9.995679e-10	930
1.1782	0.6729	1.1770	0.6761	9.99567e-10	931
1.1631	0.6776	1.1768	0.6761	9.995661e-10	932
1.1734	0.6659	1.1766	0.6761	9.995652e-10	933
1.1639	0.6706	1.1763	0.6761	9.995643e-10	934
1.1755	0.6729	1.1761	0.6761	9.995634e-10	935
1.1706	0.6706	1.1759	0.6761	9.995625e-10	936
1.1671	0.6682	1.1757	0.6761	9.995617e-10	937
1.1684	0.6753	1.1754	0.6761	9.995608e-10	938
1.1744	0.6753	1.1752	0.6761	9.995599e-10	939
1.1667	0.6682	1.1750	0.6761	9.99559e-10	940
1.1703	0.6682	1.1748	0.6761	9.995581e-10	941
1.1656	0.6682	1.1746	0.6761	9.995572e-10	942
1.1696	0.6682	1.1744	0.6761	9.995563e-10	943
1.1650	0.6706	1.1741	0.6761	9.995554e-10	944
1.1644	0.6706	1.1739	0.6761	9.995544e-10	945
1.1701	0.6776	1.1737	0.6761	9.995534e-10	946
1.1635	0.6753	1.1734	0.6761	9.995524e-10	947
1.1717	0.6729	1.1732	0.6761	9.995514e-10	948
1.1740	0.6635	1.1730	0.6761	9.995504e-10	949
1.1675	0.6635	1.1727	0.6761	9.995494e-10	950
1.1670	0.6659	1.1725	0.6761	9.995484e-10	951
1.1695	0.6776	1.1723	0.6761	9.995474e-10	952
1.1651	0.6729	1.1720	0.6761	9.995464e-10	953
1.1642	0.6588	1.1718	0.6761	9.995454e-10	954
1.1652	0.6729	1.1716	0.6761	9.995444e-10	955
1.1673	0.6682	1.1714	0.6761	9.995434e-10	956
1.1649	0.6729	1.1712	0.6761	9.995424e-10	957
1.1665	0.6753	1.1710	0.6761	9.995414e-10	958
1.1633	0.6776	1.1707	0.6761	9.995405e-10	959
1.1625	0.6635	1.1705	0.6761	9.995395e-10	960
1.1668	0.6635	1.1703	0.6761	9.995385e-10	961
1.1607	0.6729	1.1701	0.6761	9.995375e-10	962
1.1697	0.6706	1.1699	0.6761	9.995365e-10	963
1.1637	0.6753	1.1696	0.6761	9.995355e-10	964
1.1644	0.6729	1.1694	0.6761	9.995345e-10	965
1.1613	0.6729	1.1692	0.6761	9.995335e-10	966
1.1685	0.6612	1.1690	0.6761	9.995325e-10	967
1.1595	0.6706	1.1688	0.6761	9.995315e-10	968
1.1650	0.6706	1.1686	0.6761	9.995305e-10	969
1.1582	0.6682	1.1684	0.6761	9.995295e-10	970
1.1609	0.6729	1.1682	0.6761	9.995285e-10	971
1.1619	0.6706	1.1679	0.6761	9.995275e-10	972
1.1618	0.6776	1.1677	0.6761	9.995265e-10	973
1.1594	0.6682	1.1675	0.6761	9.995255e-10	974
1.1572	0.6753	1.1673	0.6761	9.995245e-10	975
1.1591	0.6776	1.1670	0.6761	9.995235e-10	976
1.1600	0.6729	1.1668	0.6761	9.995225e-10	977
1.1590	0.6635	1.1666	0.6761	9.995215e-10	978
1.1570	0.6753	1.1664	0.6761	9.995205e-10	979
1.1615	0.6729	1.1662	0.6761	9.995195e-10	980
1.1601	0.6776	1.1660	0.6761	9.995185e-10	981
1.1605	0.6682	1.1658	0.6761	9.995175e-10	982
1.1557	0.6800	1.1656	0.6761	9.995165e-10	983
1.1575	0.6729	1.1653	0.6761	9.995155e-10	984
1.1531	0.6659	1.1651	0.6761	9.995145e-10	985
1.1654	0.6753	1.1649	0.6761	9.995135e-10	986
1.1555	0.6776	1.1647	0.6761	9.995125e-10	987
1.1603	0.6753	1.1645	0.6761	9.995115e-10	988
1.1605	0.6729	1.1643	0.6761	9.995105e-10	989
1.1575	0.6682	1.1640	0.6761	9.995095e-10	990
1.1633	0.6776	1.1638	0.6761	9.995085e-10	991
1.1637	0.6776	1.1636	0.6761	9.995075e-10	992
1.1583	0.6753	1.1634	0.6761	9.995065e-10	993
1.1557	0.6824	1.1632	0.6761	9.995055e-10	994
1.1611	0.6682	1.1629	0.6761	9.995045e-10	995
1.1580	0.6659	1.1627	0.6761	9.995035e-10	996
1.1599	0.6682	1.1625	0.6761	9.995025e-10	997
1.1575	0.6824	1.1623	0.6761	9.995015e-10	998
1.1645	0.6635	1.1621	0.6761	9.995005e-10	999

Framework versions

Transformers 4.29.0.dev0
TensorFlow 2.9.1
Datasets 2.8.0
Tokenizers 0.13.2

Bert_class_1e-09

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

NSDT 3DConvert

UnrealSynth

DreamTexture.js