Bert_class_6e-07_1000epoch

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: 0.0016
Train Accuracy: 1.0
Validation Loss: 1.9732
Validation Accuracy: 0.7254
Train Lr: 4.4465096e-07
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': 4.4465096e-07, '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
1.3494	0.3459	1.2196	0.6761	6e-07	0
1.1404	0.6776	1.0650	0.6761	5.999997e-07	1
1.0351	0.6776	1.0006	0.6761	5.9999894e-07	2
0.9820	0.6776	0.9771	0.6761	5.9999786e-07	3
0.9609	0.6776	0.9674	0.6761	5.9999644e-07	4
0.9541	0.6776	0.9616	0.6761	5.999946e-07	5
0.9431	0.6776	0.9569	0.6761	5.9999246e-07	6
0.9373	0.6776	0.9525	0.6761	5.9998996e-07	7
0.9363	0.6776	0.9496	0.6761	5.9998706e-07	8
0.9293	0.6776	0.9470	0.6761	5.999838e-07	9
0.9222	0.6776	0.9439	0.6761	5.9998024e-07	10
0.9129	0.6776	0.9410	0.6761	5.9997626e-07	11
0.9043	0.6776	0.9384	0.6761	5.9997194e-07	12
0.9058	0.6776	0.9352	0.6761	5.999673e-07	13
0.9016	0.6776	0.9316	0.6761	5.999622e-07	14
0.9001	0.6776	0.9283	0.6761	5.999568e-07	15
0.8924	0.6776	0.9251	0.6761	5.999511e-07	16
0.8894	0.6776	0.9215	0.6761	5.9994494e-07	17
0.8886	0.6776	0.9194	0.6761	5.9993846e-07	18
0.8718	0.6776	0.9165	0.6761	5.9993164e-07	19
0.8718	0.6753	0.9118	0.6761	5.999244e-07	20
0.8532	0.6800	0.9096	0.6761	5.9991686e-07	21
0.8565	0.6800	0.9065	0.6761	5.9990896e-07	22
0.8457	0.6824	0.9038	0.6761	5.9990066e-07	23
0.8394	0.6847	0.9013	0.6761	5.99892e-07	24
0.8383	0.6847	0.8963	0.6761	5.9988304e-07	25
0.8350	0.6871	0.8944	0.6761	5.9987366e-07	26
0.8259	0.6871	0.8901	0.6761	5.9986394e-07	27
0.8159	0.6918	0.8867	0.6761	5.998539e-07	28
0.8123	0.6847	0.8839	0.6761	5.998434e-07	29
0.7992	0.6918	0.8811	0.6761	5.998326e-07	30
0.8039	0.6918	0.8780	0.6690	5.998215e-07	31
0.7898	0.6988	0.8750	0.6620	5.9980994e-07	32
0.7820	0.6965	0.8725	0.6690	5.9979806e-07	33
0.7759	0.7012	0.8687	0.6690	5.9978584e-07	34
0.7673	0.7082	0.8656	0.6831	5.997732e-07	35
0.7646	0.7200	0.8637	0.6901	5.9976026e-07	36
0.7562	0.7106	0.8617	0.6901	5.9974695e-07	37
0.7492	0.7271	0.8623	0.7042	5.9973326e-07	38
0.7426	0.7365	0.8568	0.6901	5.997192e-07	39
0.7483	0.7271	0.8548	0.6901	5.9970483e-07	40
0.7366	0.7153	0.8511	0.7042	5.9969005e-07	41
0.7317	0.7318	0.8497	0.7183	5.9967493e-07	42
0.7194	0.7341	0.8487	0.6972	5.996595e-07	43
0.7099	0.7412	0.8472	0.7183	5.9964367e-07	44
0.7069	0.7388	0.8456	0.7113	5.9962747e-07	45
0.7077	0.7506	0.8441	0.7113	5.996109e-07	46
0.6933	0.7435	0.8415	0.7254	5.9959405e-07	47
0.6937	0.7482	0.8428	0.7113	5.9957677e-07	48
0.6873	0.7365	0.8407	0.7113	5.9955914e-07	49
0.6819	0.7671	0.8385	0.7113	5.995412e-07	50
0.6759	0.7694	0.8387	0.7042	5.995228e-07	51
0.6633	0.7859	0.8365	0.7042	5.995041e-07	52
0.6770	0.7529	0.8346	0.6972	5.994851e-07	53
0.6642	0.7624	0.8352	0.6972	5.9946564e-07	54
0.6620	0.7694	0.8356	0.6972	5.9944585e-07	55
0.6530	0.7694	0.8317	0.6972	5.9942573e-07	56
0.6458	0.7765	0.8301	0.6972	5.994052e-07	57
0.6394	0.7671	0.8293	0.6901	5.9938435e-07	58
0.6482	0.7765	0.8296	0.6972	5.9936315e-07	59
0.6377	0.7741	0.8302	0.7254	5.9934155e-07	60
0.6124	0.7929	0.8294	0.7113	5.993196e-07	61
0.6242	0.7788	0.8294	0.7183	5.992973e-07	62
0.6243	0.7882	0.8284	0.7183	5.9927464e-07	63
0.6102	0.7835	0.8257	0.6972	5.992516e-07	64
0.6175	0.7765	0.8260	0.7254	5.9922826e-07	65
0.6181	0.7835	0.8285	0.7324	5.9920455e-07	66
0.5997	0.7882	0.8247	0.7254	5.9918045e-07	67
0.5913	0.7906	0.8225	0.7183	5.99156e-07	68
0.5945	0.7835	0.8227	0.7254	5.991312e-07	69
0.5842	0.7835	0.8237	0.7254	5.9910604e-07	70
0.5878	0.7976	0.8235	0.7254	5.990805e-07	71
0.5762	0.7906	0.8220	0.7254	5.9905466e-07	72
0.5870	0.7882	0.8235	0.7324	5.990284e-07	73
0.5694	0.7976	0.8227	0.7183	5.990018e-07	74
0.5758	0.7882	0.8216	0.7254	5.9897485e-07	75
0.5606	0.8000	0.8190	0.7324	5.9894757e-07	76
0.5767	0.8000	0.8196	0.7254	5.989199e-07	77
0.5613	0.8094	0.8237	0.7183	5.9889186e-07	78
0.5484	0.7976	0.8187	0.7324	5.988635e-07	79
0.5458	0.8071	0.8217	0.7183	5.9883473e-07	80
0.5531	0.8047	0.8228	0.7183	5.988056e-07	81
0.5409	0.8024	0.8182	0.7254	5.987762e-07	82
0.5540	0.7835	0.8182	0.7183	5.9874634e-07	83
0.5290	0.8071	0.8214	0.7183	5.9871616e-07	84
0.5181	0.8141	0.8255	0.7113	5.9868563e-07	85
0.5092	0.8306	0.8221	0.7183	5.9865476e-07	86
0.5148	0.8071	0.8194	0.7254	5.986235e-07	87
0.5197	0.8071	0.8188	0.7254	5.985919e-07	88
0.5165	0.8047	0.8231	0.7183	5.9855995e-07	89
0.5102	0.8282	0.8216	0.7113	5.985276e-07	90
0.5115	0.8141	0.8183	0.7254	5.984949e-07	91
0.5032	0.8118	0.8188	0.7183	5.984619e-07	92
0.4980	0.8118	0.8280	0.7113	5.984285e-07	93
0.4848	0.8259	0.8216	0.7254	5.9839476e-07	94
0.4923	0.8329	0.8232	0.7113	5.9836066e-07	95
0.4902	0.8235	0.8246	0.7113	5.983262e-07	96
0.4764	0.8306	0.8278	0.7113	5.9829136e-07	97
0.4776	0.8306	0.8236	0.7113	5.982562e-07	98
0.4733	0.8329	0.8235	0.7113	5.9822065e-07	99
0.4755	0.8424	0.8278	0.7042	5.981848e-07	100
0.4651	0.8376	0.8204	0.7113	5.981485e-07	101
0.4796	0.8306	0.8263	0.7042	5.981119e-07	102
0.4534	0.8306	0.8256	0.7254	5.9807496e-07	103
0.4551	0.8329	0.8307	0.7042	5.980377e-07	104
0.4562	0.8400	0.8253	0.7113	5.98e-07	105
0.4532	0.8329	0.8329	0.7324	5.9796196e-07	106
0.4589	0.8447	0.8274	0.7113	5.979236e-07	107
0.4460	0.8424	0.8349	0.7183	5.978848e-07	108
0.4429	0.8447	0.8312	0.7113	5.978457e-07	109
0.4311	0.8376	0.8340	0.7113	5.9780626e-07	110
0.4301	0.8518	0.8362	0.7183	5.977665e-07	111
0.4294	0.8541	0.8379	0.7183	5.977263e-07	112
0.4307	0.8447	0.8372	0.7113	5.9768576e-07	113
0.4287	0.8353	0.8495	0.7113	5.976449e-07	114
0.4241	0.8541	0.8363	0.7113	5.976037e-07	115
0.4063	0.8541	0.8489	0.7183	5.9756206e-07	116
0.4193	0.8541	0.8471	0.7113	5.975201e-07	117
0.4082	0.8518	0.8460	0.7183	5.974778e-07	118
0.4137	0.8494	0.8437	0.7113	5.974352e-07	119
0.4151	0.8424	0.8581	0.7183	5.9739216e-07	120
0.4083	0.8588	0.8505	0.7113	5.973488e-07	121
0.4028	0.8682	0.8488	0.7113	5.973051e-07	122
0.3998	0.8565	0.8537	0.7183	5.97261e-07	123
0.3978	0.8612	0.8515	0.7113	5.9721657e-07	124
0.3859	0.8776	0.8555	0.7113	5.971718e-07	125
0.3994	0.8612	0.8553	0.7183	5.9712664e-07	126
0.3876	0.8682	0.8569	0.7183	5.9708117e-07	127
0.4019	0.8424	0.8539	0.7183	5.970353e-07	128
0.3757	0.8800	0.8644	0.7042	5.969891e-07	129
0.3696	0.8753	0.8550	0.7254	5.969425e-07	130
0.3706	0.8706	0.8592	0.7113	5.9689563e-07	131
0.3801	0.8729	0.8579	0.7254	5.9684834e-07	132
0.3740	0.8682	0.8553	0.7183	5.968007e-07	133
0.3728	0.8588	0.8628	0.7183	5.967527e-07	134
0.3671	0.8824	0.8625	0.7183	5.967044e-07	135
0.3592	0.8776	0.8593	0.7183	5.966557e-07	136
0.3556	0.8635	0.8616	0.7254	5.9660664e-07	137
0.3530	0.8824	0.8646	0.7254	5.9655724e-07	138
0.3656	0.8753	0.8633	0.7183	5.965075e-07	139
0.3501	0.8871	0.8632	0.7183	5.964574e-07	140
0.3623	0.8729	0.8680	0.7113	5.9640695e-07	141
0.3437	0.8941	0.8703	0.7183	5.9635613e-07	142
0.3397	0.8941	0.8710	0.7183	5.96305e-07	143
0.3143	0.9035	0.8710	0.7254	5.9625347e-07	144
0.3306	0.8753	0.8770	0.7183	5.9620163e-07	145
0.3378	0.8753	0.8768	0.7254	5.961494e-07	146
0.3277	0.8918	0.8802	0.7042	5.960968e-07	147
0.3216	0.8941	0.8809	0.7324	5.960439e-07	148
0.3530	0.8824	0.8838	0.6972	5.959906e-07	149
0.3338	0.8753	0.8801	0.7254	5.9593697e-07	150
0.3114	0.8894	0.8843	0.7183	5.9588297e-07	151
0.3228	0.8988	0.8834	0.7113	5.958286e-07	152
0.3162	0.8988	0.8882	0.7042	5.9577394e-07	153
0.3125	0.8965	0.8867	0.7042	5.957189e-07	154
0.3120	0.8988	0.8920	0.7183	5.956635e-07	155
0.2984	0.8988	0.8921	0.6972	5.9560773e-07	156
0.3147	0.8941	0.8891	0.7254	5.955516e-07	157
0.3136	0.8871	0.8990	0.7042	5.954952e-07	158
0.2914	0.9059	0.8947	0.7324	5.954384e-07	159
0.2877	0.9035	0.9009	0.7113	5.953812e-07	160
0.2859	0.9082	0.9017	0.7183	5.953237e-07	161
0.3024	0.9082	0.8994	0.7183	5.952658e-07	162
0.2909	0.9082	0.9036	0.7183	5.952076e-07	163
0.2917	0.9082	0.9023	0.7254	5.9514906e-07	164
0.2749	0.9224	0.9049	0.7183	5.9509017e-07	165
0.3004	0.8918	0.9072	0.7254	5.950309e-07	166
0.2936	0.9082	0.9147	0.6972	5.9497125e-07	167
0.2836	0.9059	0.9157	0.7113	5.949113e-07	168
0.2616	0.9247	0.9134	0.7183	5.94851e-07	169
0.2775	0.9082	0.9164	0.7183	5.947903e-07	170
0.2850	0.9059	0.9163	0.7254	5.9472933e-07	171
0.2721	0.9012	0.9207	0.7183	5.9466794e-07	172
0.2572	0.9271	0.9197	0.7254	5.946062e-07	173
0.2724	0.9012	0.9206	0.7183	5.9454413e-07	174
0.2564	0.9200	0.9281	0.6972	5.944817e-07	175
0.2622	0.9224	0.9254	0.7254	5.9441896e-07	176
0.2592	0.9129	0.9311	0.7113	5.9435587e-07	177
0.2557	0.9176	0.9315	0.7183	5.942924e-07	178
0.2547	0.9176	0.9313	0.7254	5.9422854e-07	179
0.2440	0.9341	0.9375	0.7113	5.9416436e-07	180
0.2401	0.9318	0.9389	0.7113	5.9409984e-07	181
0.2415	0.9224	0.9369	0.7254	5.94035e-07	182
0.2582	0.9106	0.9427	0.7183	5.939698e-07	183
0.2447	0.9224	0.9467	0.7113	5.9390425e-07	184
0.2456	0.9153	0.9416	0.7183	5.938383e-07	185
0.2343	0.9271	0.9481	0.7113	5.9377203e-07	186
0.2355	0.9294	0.9468	0.7183	5.937054e-07	187
0.2223	0.9365	0.9531	0.7042	5.9363845e-07	188
0.2511	0.9059	0.9528	0.7324	5.9357114e-07	189
0.2351	0.9388	0.9607	0.7183	5.935035e-07	190
0.2386	0.9106	0.9595	0.7183	5.934355e-07	191
0.2424	0.9224	0.9644	0.7183	5.9336713e-07	192
0.2227	0.9341	0.9657	0.7254	5.932984e-07	193
0.2221	0.9459	0.9603	0.7324	5.9322934e-07	194
0.2274	0.9318	0.9679	0.7113	5.9315994e-07	195
0.2182	0.9435	0.9695	0.7113	5.930902e-07	196
0.2175	0.9365	0.9704	0.7113	5.930201e-07	197
0.2206	0.9294	0.9682	0.7324	5.929497e-07	198
0.2078	0.9318	0.9737	0.7113	5.928789e-07	199
0.2088	0.9435	0.9763	0.7183	5.928078e-07	200
0.2208	0.9318	0.9788	0.7183	5.927363e-07	201
0.2102	0.9388	0.9755	0.7254	5.9266443e-07	202
0.2131	0.9294	0.9838	0.7183	5.9259224e-07	203
0.2054	0.9341	0.9804	0.7324	5.925197e-07	204
0.2035	0.9294	0.9946	0.7113	5.9244684e-07	205
0.1990	0.9341	0.9843	0.7254	5.923736e-07	206
0.1958	0.9435	0.9984	0.6972	5.9230007e-07	207
0.2006	0.9482	0.9917	0.7254	5.922262e-07	208
0.2022	0.9341	1.0000	0.7113	5.9215193e-07	209
0.1859	0.9506	0.9922	0.7254	5.9207736e-07	210
0.1975	0.9365	1.0027	0.7042	5.9200244e-07	211
0.1943	0.9459	1.0022	0.7254	5.919271e-07	212
0.1916	0.9388	0.9982	0.7324	5.9185146e-07	213
0.1888	0.9435	1.0158	0.7042	5.9177546e-07	214
0.1973	0.9294	1.0019	0.7254	5.916991e-07	215
0.1827	0.9506	1.0096	0.7254	5.9162244e-07	216
0.1864	0.9388	1.0124	0.7042	5.915454e-07	217
0.1804	0.9553	1.0168	0.7183	5.9146805e-07	218
0.1788	0.9506	1.0189	0.7183	5.9139035e-07	219
0.1860	0.9388	1.0170	0.7183	5.913123e-07	220
0.1659	0.9694	1.0226	0.7254	5.912339e-07	221
0.1727	0.9459	1.0176	0.7324	5.911552e-07	222
0.1600	0.9576	1.0255	0.7042	5.910761e-07	223
0.1583	0.9600	1.0239	0.7113	5.909967e-07	224
0.1636	0.9576	1.0278	0.7254	5.9091695e-07	225
0.1656	0.9459	1.0370	0.7183	5.9083686e-07	226
0.1562	0.9624	1.0365	0.7183	5.9075643e-07	227
0.1552	0.9576	1.0361	0.7183	5.906756e-07	228
0.1661	0.9459	1.0394	0.7254	5.905944e-07	229
0.1643	0.9435	1.0418	0.7254	5.905129e-07	230
0.1632	0.9459	1.0397	0.7254	5.9043106e-07	231
0.1536	0.9529	1.0555	0.6972	5.9034886e-07	232
0.1539	0.9553	1.0488	0.7113	5.902663e-07	233
0.1598	0.9506	1.0646	0.6972	5.9018345e-07	234
0.1472	0.9529	1.0525	0.7183	5.901002e-07	235
0.1574	0.9506	1.0647	0.6972	5.9001667e-07	236
0.1618	0.9482	1.0565	0.7183	5.8993277e-07	237
0.1525	0.9600	1.0578	0.7324	5.898485e-07	238
0.1562	0.9412	1.0654	0.7254	5.8976394e-07	239
0.1510	0.9506	1.0689	0.7183	5.89679e-07	240
0.1292	0.9694	1.0708	0.7183	5.8959375e-07	241
0.1343	0.9694	1.0690	0.7254	5.8950815e-07	242
0.1461	0.9553	1.0737	0.7183	5.894222e-07	243
0.1350	0.9553	1.0748	0.7254	5.893359e-07	244
0.1332	0.9671	1.0815	0.7254	5.892493e-07	245
0.1378	0.9647	1.0798	0.7254	5.891623e-07	246
0.1219	0.9694	1.0869	0.7324	5.89075e-07	247
0.1348	0.9576	1.0842	0.7324	5.8898735e-07	248
0.1434	0.9553	1.0929	0.7183	5.8889935e-07	249
0.1382	0.9529	1.0928	0.7183	5.88811e-07	250
0.1444	0.9600	1.0961	0.7183	5.8872234e-07	251
0.1279	0.9718	1.0967	0.7183	5.886333e-07	252
0.1362	0.9647	1.1076	0.7113	5.8854397e-07	253
0.1396	0.9600	1.0993	0.7394	5.8845427e-07	254
0.1308	0.9671	1.1054	0.7183	5.8836423e-07	255
0.1216	0.9694	1.1080	0.7183	5.8827385e-07	256
0.1147	0.9741	1.1088	0.7254	5.881831e-07	257
0.1122	0.9741	1.1154	0.7183	5.8809206e-07	258
0.1202	0.9718	1.1180	0.7183	5.880007e-07	259
0.1230	0.9671	1.1184	0.7183	5.87909e-07	260
0.1192	0.9694	1.1151	0.7254	5.87817e-07	261
0.1138	0.9741	1.1237	0.7183	5.877246e-07	262
0.1301	0.9647	1.1263	0.7183	5.876319e-07	263
0.1140	0.9765	1.1264	0.7183	5.8753886e-07	264
0.1025	0.9741	1.1213	0.7254	5.8744547e-07	265
0.1144	0.9694	1.1261	0.7254	5.8735174e-07	266
0.1311	0.9600	1.1274	0.7324	5.8725766e-07	267
0.0971	0.9788	1.1272	0.7324	5.8716324e-07	268
0.1023	0.9812	1.1344	0.7183	5.870685e-07	269
0.1048	0.9741	1.1364	0.7183	5.869734e-07	270
0.1080	0.9718	1.1433	0.7183	5.8687795e-07	271
0.1099	0.9765	1.1434	0.7183	5.8678216e-07	272
0.0997	0.9765	1.1484	0.7183	5.8668604e-07	273
0.1130	0.9694	1.1461	0.7254	5.865896e-07	274
0.1101	0.9718	1.1504	0.7254	5.8649283e-07	275
0.1059	0.9765	1.1507	0.7254	5.8639574e-07	276
0.1019	0.9741	1.1551	0.7254	5.862983e-07	277
0.1085	0.9671	1.1581	0.7183	5.8620054e-07	278
0.0946	0.9835	1.1625	0.7254	5.8610243e-07	279
0.1178	0.9647	1.1619	0.7183	5.86004e-07	280
0.1010	0.9741	1.1612	0.7254	5.859052e-07	281
0.0893	0.9906	1.1722	0.7183	5.8580605e-07	282
0.0985	0.9835	1.1724	0.7254	5.857066e-07	283
0.1049	0.9788	1.1756	0.7254	5.856068e-07	284
0.0965	0.9812	1.1866	0.7113	5.855067e-07	285
0.0933	0.9788	1.1836	0.7254	5.8540627e-07	286
0.0893	0.9788	1.1773	0.7254	5.853055e-07	287
0.0884	0.9812	1.1877	0.7254	5.8520436e-07	288
0.0948	0.9835	1.1976	0.7113	5.851029e-07	289
0.0882	0.9812	1.2017	0.7042	5.850011e-07	290
0.0871	0.9835	1.1941	0.7183	5.8489894e-07	291
0.0855	0.9812	1.1915	0.7183	5.847965e-07	292
0.0914	0.9835	1.1997	0.7254	5.8469374e-07	293
0.0879	0.9812	1.1964	0.7394	5.845906e-07	294
0.0911	0.9788	1.2113	0.7113	5.8448717e-07	295
0.0793	0.9859	1.2093	0.7183	5.843834e-07	296
0.0749	0.9835	1.2128	0.7324	5.8427923e-07	297
0.0869	0.9812	1.2238	0.7113	5.8417476e-07	298
0.0833	0.9859	1.2126	0.7183	5.8407e-07	299
0.0809	0.9882	1.2143	0.7113	5.839649e-07	300
0.0885	0.9788	1.2199	0.7183	5.8385945e-07	301
0.0830	0.9741	1.2274	0.7183	5.8375366e-07	302
0.0743	0.9835	1.2243	0.7183	5.8364753e-07	303
0.0714	0.9882	1.2301	0.7183	5.835411e-07	304
0.0855	0.9835	1.2338	0.7183	5.8343437e-07	305
0.0858	0.9859	1.2484	0.7183	5.833273e-07	306
0.0813	0.9835	1.2430	0.7183	5.8321984e-07	307
0.0749	0.9812	1.2510	0.7183	5.8311207e-07	308
0.0819	0.9835	1.2436	0.7183	5.8300395e-07	309
0.0694	0.9859	1.2412	0.7254	5.8289555e-07	310
0.0791	0.9882	1.2442	0.7183	5.827868e-07	311
0.0692	0.9906	1.2445	0.7183	5.826777e-07	312
0.0775	0.9859	1.2473	0.7254	5.825683e-07	313
0.0747	0.9835	1.2607	0.7113	5.824586e-07	314
0.0811	0.9788	1.2550	0.7183	5.8234855e-07	315
0.0700	0.9906	1.2831	0.6901	5.8223816e-07	316
0.0686	0.9882	1.2643	0.7183	5.821274e-07	317
0.0641	0.9929	1.2677	0.7183	5.8201636e-07	318
0.0709	0.9882	1.2750	0.7183	5.81905e-07	319
0.0733	0.9859	1.2675	0.7183	5.817933e-07	320
0.0754	0.9859	1.2801	0.7183	5.8168126e-07	321
0.0702	0.9835	1.2777	0.7113	5.815689e-07	322
0.0587	0.9929	1.2755	0.7113	5.814562e-07	323
0.0581	0.9906	1.2862	0.7042	5.813432e-07	324
0.0584	0.9929	1.2723	0.7113	5.8122987e-07	325
0.0654	0.9882	1.2781	0.7183	5.811162e-07	326
0.0684	0.9835	1.2898	0.7113	5.810022e-07	327
0.0584	0.9929	1.2840	0.7042	5.808879e-07	328
0.0521	0.9953	1.2946	0.7183	5.8077325e-07	329
0.0665	0.9882	1.2912	0.7183	5.8065825e-07	330
0.0585	0.9882	1.2874	0.7183	5.80543e-07	331
0.0489	1.0	1.2858	0.7113	5.8042735e-07	332
0.0600	0.9859	1.2909	0.7183	5.803114e-07	333
0.0602	0.9882	1.3038	0.6972	5.8019515e-07	334
0.0587	0.9882	1.2926	0.7183	5.8007856e-07	335
0.0678	0.9835	1.2940	0.7183	5.7996164e-07	336
0.0556	0.9929	1.3075	0.7183	5.7984437e-07	337
0.0616	0.9906	1.3025	0.7113	5.797268e-07	338
0.0575	0.9906	1.3010	0.7183	5.796089e-07	339
0.0623	0.9835	1.3050	0.7183	5.794907e-07	340
0.0572	0.9906	1.3142	0.7183	5.7937217e-07	341
0.0645	0.9859	1.3080	0.7113	5.792533e-07	342
0.0694	0.9788	1.3146	0.7183	5.791341e-07	343
0.0595	0.9882	1.3117	0.7183	5.790146e-07	344
0.0748	0.9835	1.3069	0.7113	5.788948e-07	345
0.0628	0.9882	1.3189	0.7042	5.7877463e-07	346
0.0505	0.9906	1.3233	0.7042	5.786542e-07	347
0.0441	0.9929	1.3371	0.6901	5.785334e-07	348
0.0576	0.9906	1.3225	0.7042	5.7841225e-07	349
0.0514	0.9906	1.3288	0.6972	5.7829084e-07	350
0.0434	1.0	1.3170	0.7042	5.781691e-07	351
0.0505	0.9906	1.3194	0.7113	5.78047e-07	352
0.0512	0.9906	1.3276	0.7042	5.779246e-07	353
0.0538	0.9929	1.3298	0.7042	5.7780187e-07	354
0.0426	0.9953	1.3368	0.7042	5.776788e-07	355
0.0521	0.9859	1.3339	0.7183	5.7755545e-07	356
0.0437	0.9976	1.3350	0.7183	5.7743176e-07	357
0.0570	0.9882	1.3503	0.7042	5.7730773e-07	358
0.0521	0.9906	1.3513	0.7183	5.771834e-07	359
0.0472	0.9906	1.3464	0.7183	5.7705876e-07	360
0.0552	0.9859	1.3497	0.7113	5.769338e-07	361
0.0582	0.9906	1.3492	0.7183	5.7680853e-07	362
0.0562	0.9882	1.3590	0.7183	5.766829e-07	363
0.0473	0.9929	1.3563	0.7183	5.76557e-07	364
0.0511	0.9906	1.3605	0.7183	5.7643075e-07	365
0.0478	0.9906	1.3725	0.7183	5.763042e-07	366
0.0416	0.9953	1.3764	0.7113	5.7617734e-07	367
0.0568	0.9859	1.3730	0.7183	5.760501e-07	368
0.0412	0.9953	1.3719	0.7113	5.759226e-07	369
0.0460	0.9906	1.3778	0.6901	5.757948e-07	370
0.0518	0.9882	1.3870	0.7113	5.7566666e-07	371
0.0501	0.9859	1.3685	0.7042	5.755382e-07	372
0.0442	0.9929	1.3763	0.7183	5.7540944e-07	373
0.0509	0.9953	1.3730	0.7183	5.7528035e-07	374
0.0389	0.9929	1.3815	0.7042	5.751509e-07	375
0.0478	0.9929	1.3782	0.7183	5.750212e-07	376
0.0440	0.9906	1.3763	0.7183	5.7489115e-07	377
0.0368	0.9976	1.3816	0.7113	5.747608e-07	378
0.0402	0.9953	1.3734	0.7113	5.746301e-07	379
0.0367	0.9953	1.3829	0.7113	5.7449915e-07	380
0.0432	0.9976	1.3785	0.7183	5.7436785e-07	381
0.0437	0.9882	1.3797	0.7183	5.7423625e-07	382
0.0395	0.9953	1.3881	0.7113	5.741043e-07	383
0.0400	0.9929	1.3749	0.7113	5.739721e-07	384
0.0373	0.9953	1.3774	0.7113	5.7383954e-07	385
0.0473	0.9882	1.4225	0.6901	5.737067e-07	386
0.0433	0.9953	1.3829	0.7042	5.735735e-07	387
0.0609	0.9812	1.3872	0.7183	5.7344e-07	388
0.0326	0.9976	1.4030	0.6972	5.733062e-07	389
0.0420	0.9906	1.3772	0.7113	5.7317203e-07	390
0.0422	0.9929	1.3796	0.7113	5.730376e-07	391
0.0482	0.9906	1.4174	0.6901	5.729029e-07	392
0.0488	0.9906	1.3892	0.7183	5.727678e-07	393
0.0376	0.9929	1.3983	0.7183	5.726325e-07	394
0.0381	0.9976	1.3945	0.7113	5.724968e-07	395
0.0403	0.9953	1.3995	0.7042	5.723608e-07	396
0.0363	0.9929	1.4092	0.7042	5.722245e-07	397
0.0338	0.9953	1.4108	0.7113	5.720879e-07	398
0.0401	0.9906	1.4041	0.7042	5.71951e-07	399
0.0321	0.9953	1.4170	0.7113	5.7181376e-07	400
0.0341	0.9953	1.4182	0.7113	5.716762e-07	401
0.0442	0.9929	1.4323	0.6901	5.7153835e-07	402
0.0353	0.9929	1.4135	0.7113	5.7140016e-07	403
0.0324	0.9953	1.4202	0.7113	5.712617e-07	404
0.0365	0.9953	1.4134	0.7113	5.7112294e-07	405
0.0358	0.9953	1.4119	0.7042	5.7098384e-07	406
0.0381	0.9929	1.4301	0.6972	5.7084446e-07	407
0.0347	0.9976	1.4142	0.7113	5.7070474e-07	408
0.0433	0.9859	1.4135	0.7113	5.7056474e-07	409
0.0339	0.9953	1.4155	0.7113	5.704244e-07	410
0.0325	0.9953	1.4130	0.7113	5.7028376e-07	411
0.0335	0.9953	1.4181	0.7113	5.7014284e-07	412
0.0420	0.9859	1.4270	0.7042	5.700016e-07	413
0.0303	0.9929	1.4272	0.7042	5.6986005e-07	414
0.0271	1.0	1.4205	0.7113	5.6971817e-07	415
0.0256	0.9976	1.4246	0.7113	5.69576e-07	416
0.0385	0.9859	1.4340	0.7113	5.6943355e-07	417
0.0354	0.9953	1.4421	0.7113	5.6929076e-07	418
0.0277	0.9976	1.4466	0.7042	5.691477e-07	419
0.0374	0.9859	1.4395	0.7113	5.6900427e-07	420
0.0307	0.9976	1.4620	0.7042	5.6886057e-07	421
0.0341	0.9906	1.4348	0.7113	5.687166e-07	422
0.0317	0.9929	1.4453	0.7113	5.6857226e-07	423
0.0366	0.9906	1.4563	0.7042	5.6842765e-07	424
0.0338	0.9976	1.4364	0.7042	5.6828276e-07	425
0.0323	0.9953	1.4578	0.7042	5.681375e-07	426
0.0347	0.9929	1.4429	0.7113	5.67992e-07	427
0.0272	1.0	1.4494	0.7042	5.678462e-07	428
0.0458	0.9906	1.4470	0.7042	5.6770006e-07	429
0.0256	0.9976	1.4515	0.7113	5.675536e-07	430
0.0367	0.9859	1.4696	0.7042	5.674069e-07	431
0.0347	0.9906	1.4622	0.7113	5.6725986e-07	432
0.0343	0.9953	1.4668	0.6972	5.671125e-07	433
0.0293	0.9953	1.4618	0.7113	5.669649e-07	434
0.0293	0.9953	1.4626	0.7042	5.6681694e-07	435
0.0303	0.9929	1.4833	0.6901	5.666687e-07	436
0.0275	0.9976	1.4565	0.6972	5.6652016e-07	437
0.0326	0.9906	1.4655	0.7113	5.6637134e-07	438
0.0263	1.0	1.4675	0.7113	5.662222e-07	439
0.0289	0.9953	1.4666	0.7113	5.6607274e-07	440
0.0278	0.9929	1.4808	0.7042	5.65923e-07	441
0.0311	0.9953	1.4835	0.7042	5.6577295e-07	442
0.0248	0.9953	1.4796	0.7042	5.656226e-07	443
0.0294	0.9953	1.4766	0.7042	5.6547196e-07	444
0.0266	0.9953	1.5128	0.6972	5.6532105e-07	445
0.0248	0.9976	1.4791	0.7042	5.651698e-07	446
0.0229	0.9953	1.4781	0.7042	5.6501824e-07	447
0.0239	0.9929	1.4921	0.7113	5.648664e-07	448
0.0229	0.9976	1.4881	0.7113	5.647143e-07	449
0.0273	0.9976	1.4811	0.7183	5.6456184e-07	450
0.0288	0.9953	1.4889	0.7183	5.644091e-07	451
0.0246	0.9953	1.4993	0.7113	5.642561e-07	452
0.0253	0.9953	1.4920	0.7042	5.641028e-07	453
0.0189	1.0	1.4994	0.7113	5.6394913e-07	454
0.0288	0.9929	1.5018	0.7042	5.637952e-07	455
0.0229	0.9976	1.5044	0.7042	5.63641e-07	456
0.0320	0.9906	1.5273	0.6901	5.634865e-07	457
0.0184	1.0	1.4992	0.7113	5.633317e-07	458
0.0263	0.9976	1.4960	0.7042	5.6317657e-07	459
0.0273	0.9953	1.4951	0.7113	5.6302116e-07	460
0.0206	1.0	1.5116	0.7042	5.6286547e-07	461
0.0223	0.9976	1.5222	0.7042	5.627095e-07	462
0.0201	0.9976	1.5234	0.7042	5.625532e-07	463
0.0257	0.9976	1.5070	0.7042	5.623967e-07	464
0.0246	0.9976	1.5116	0.7042	5.622398e-07	465
0.0208	1.0	1.5197	0.7042	5.620826e-07	466
0.0262	0.9929	1.5132	0.7113	5.6192516e-07	467
0.0185	1.0	1.5214	0.7113	5.617674e-07	468
0.0266	0.9953	1.5139	0.7042	5.616094e-07	469
0.0236	0.9953	1.5259	0.7113	5.614511e-07	470
0.0277	0.9953	1.5145	0.7113	5.612925e-07	471
0.0211	0.9976	1.5214	0.7113	5.6113356e-07	472
0.0204	0.9976	1.5225	0.7113	5.6097434e-07	473
0.0282	0.9953	1.5294	0.7042	5.6081484e-07	474
0.0174	1.0	1.5124	0.7183	5.6065505e-07	475
0.0240	0.9953	1.5274	0.7042	5.60495e-07	476
0.0251	0.9953	1.5321	0.7113	5.603346e-07	477
0.0380	0.9859	1.5567	0.6972	5.60174e-07	478
0.0170	0.9976	1.5365	0.7113	5.6001306e-07	479
0.0277	0.9906	1.5184	0.7113	5.598518e-07	480
0.0139	1.0	1.5301	0.7113	5.5969025e-07	481
0.0182	0.9976	1.5406	0.7113	5.595284e-07	482
0.0174	1.0	1.5286	0.7113	5.593663e-07	483
0.0187	1.0	1.5353	0.7113	5.592039e-07	484
0.0121	1.0	1.5471	0.7113	5.590412e-07	485
0.0202	0.9976	1.5423	0.7113	5.5887824e-07	486
0.0156	1.0	1.5384	0.7042	5.58715e-07	487
0.0230	0.9976	1.5390	0.7042	5.5855145e-07	488
0.0192	0.9976	1.5614	0.7042	5.583876e-07	489
0.0212	0.9976	1.5359	0.7113	5.582235e-07	490
0.0218	0.9953	1.5425	0.7113	5.580591e-07	491
0.0207	0.9976	1.5397	0.7113	5.5789445e-07	492
0.0184	0.9976	1.5564	0.7113	5.577295e-07	493
0.0323	0.9929	1.5373	0.7042	5.5756425e-07	494
0.0192	0.9976	1.5321	0.7113	5.573987e-07	495
0.0168	0.9976	1.5556	0.6901	5.572329e-07	496
0.0217	0.9953	1.5356	0.7113	5.570668e-07	497
0.0229	0.9953	1.5500	0.7113	5.5690043e-07	498
0.0153	1.0	1.5562	0.7113	5.5673377e-07	499
0.0221	0.9953	1.5349	0.7113	5.565668e-07	500
0.0190	0.9976	1.5521	0.7042	5.563996e-07	501
0.0131	1.0	1.5415	0.7113	5.5623207e-07	502
0.0198	0.9976	1.5476	0.7042	5.5606426e-07	503
0.0170	0.9976	1.5511	0.7042	5.558962e-07	504
0.0208	0.9976	1.5417	0.7113	5.557278e-07	505
0.0176	0.9976	1.5583	0.7113	5.5555915e-07	506
0.0244	0.9929	1.5365	0.7113	5.553902e-07	507
0.0224	0.9953	1.5411	0.7042	5.55221e-07	508
0.0221	0.9976	1.5508	0.7042	5.550515e-07	509
0.0208	0.9953	1.5442	0.7042	5.548817e-07	510
0.0144	1.0	1.5497	0.7042	5.547116e-07	511
0.0139	0.9976	1.5414	0.7113	5.5454126e-07	512
0.0170	1.0	1.5583	0.7113	5.543706e-07	513
0.0216	0.9953	1.5830	0.6901	5.541997e-07	514
0.0174	0.9976	1.5608	0.7042	5.540285e-07	515
0.0151	1.0	1.5540	0.7113	5.53857e-07	516
0.0275	0.9906	1.5765	0.7042	5.536852e-07	517
0.0196	0.9953	1.5607	0.7113	5.535132e-07	518
0.0158	0.9976	1.5574	0.7113	5.533409e-07	519
0.0145	1.0	1.5608	0.7113	5.531683e-07	520
0.0189	0.9953	1.5687	0.7113	5.5299546e-07	521
0.0108	1.0	1.5872	0.7042	5.528223e-07	522
0.0138	0.9976	1.5659	0.7113	5.526489e-07	523
0.0213	0.9953	1.5662	0.7113	5.5247517e-07	524
0.0146	1.0	1.5675	0.7113	5.523012e-07	525
0.0305	0.9929	1.5793	0.7042	5.5212695e-07	526
0.0251	0.9906	1.6106	0.7042	5.5195244e-07	527
0.0141	1.0	1.5905	0.7113	5.5177765e-07	528
0.0157	1.0	1.5796	0.7113	5.5160257e-07	529
0.0165	0.9976	1.5842	0.7042	5.514272e-07	530
0.0122	1.0	1.5858	0.7113	5.5125156e-07	531
0.0184	0.9953	1.5840	0.7113	5.5107563e-07	532
0.0148	0.9976	1.5894	0.7042	5.508995e-07	533
0.0107	1.0	1.5815	0.7113	5.5072303e-07	534
0.0109	1.0	1.5720	0.7113	5.505463e-07	535
0.0198	0.9976	1.5997	0.7042	5.503693e-07	536
0.0161	0.9976	1.5912	0.7042	5.50192e-07	537
0.0142	0.9976	1.5908	0.7113	5.500145e-07	538
0.0283	0.9953	1.6297	0.6901	5.4983667e-07	539
0.0140	0.9976	1.5868	0.7113	5.496586e-07	540
0.0198	0.9976	1.5935	0.7113	5.494802e-07	541
0.0162	0.9953	1.5808	0.7042	5.4930155e-07	542
0.0242	0.9953	1.5821	0.7113	5.4912266e-07	543
0.0134	0.9976	1.5811	0.7113	5.489435e-07	544
0.0109	1.0	1.5896	0.7042	5.4876404e-07	545
0.0207	0.9929	1.6128	0.7042	5.485843e-07	546
0.0186	0.9953	1.6122	0.7042	5.4840433e-07	547
0.0177	0.9929	1.5888	0.7113	5.482241e-07	548
0.0234	0.9929	1.6020	0.7113	5.4804354e-07	549
0.0128	1.0	1.6066	0.7042	5.478627e-07	550
0.0141	0.9976	1.6057	0.7113	5.476817e-07	551
0.0187	0.9953	1.5909	0.7042	5.4750035e-07	552
0.0080	1.0	1.5909	0.7042	5.4731873e-07	553
0.0119	1.0	1.5965	0.7042	5.471369e-07	554
0.0181	0.9976	1.6079	0.7113	5.4695477e-07	555
0.0146	0.9976	1.6027	0.7113	5.4677236e-07	556
0.0184	0.9953	1.6288	0.6901	5.4658966e-07	557
0.0214	0.9929	1.6405	0.6972	5.4640674e-07	558
0.0142	0.9976	1.6243	0.7183	5.4622353e-07	559
0.0156	0.9953	1.6258	0.6972	5.4604004e-07	560
0.0177	0.9953	1.6143	0.7183	5.458563e-07	561
0.0115	1.0	1.6293	0.7113	5.456723e-07	562
0.0172	0.9953	1.6376	0.7113	5.4548804e-07	563
0.0175	0.9953	1.6281	0.6972	5.453035e-07	564
0.0145	0.9953	1.6209	0.7183	5.451187e-07	565
0.0150	0.9953	1.6514	0.6972	5.4493364e-07	566
0.0126	1.0	1.6351	0.6972	5.4474833e-07	567
0.0131	1.0	1.6163	0.7113	5.4456274e-07	568
0.0107	0.9976	1.6161	0.7183	5.4437686e-07	569
0.0095	1.0	1.6306	0.7042	5.4419075e-07	570
0.0134	0.9976	1.6331	0.7042	5.4400437e-07	571
0.0091	1.0	1.6271	0.6972	5.4381775e-07	572
0.0095	0.9976	1.6186	0.7042	5.4363085e-07	573
0.0134	0.9953	1.6228	0.7042	5.4344366e-07	574
0.0081	1.0	1.6333	0.7042	5.4325625e-07	575
0.0128	1.0	1.6444	0.7042	5.4306855e-07	576
0.0107	1.0	1.6434	0.7042	5.428806e-07	577
0.0104	1.0	1.6371	0.6972	5.426924e-07	578
0.0076	1.0	1.6375	0.7042	5.425039e-07	579
0.0145	0.9976	1.6414	0.7042	5.423152e-07	580
0.0240	0.9929	1.6267	0.7183	5.421262e-07	581
0.0103	1.0	1.6475	0.7042	5.4193697e-07	582
0.0101	1.0	1.6514	0.7042	5.4174745e-07	583
0.0215	0.9976	1.6346	0.7183	5.415577e-07	584
0.0106	1.0	1.6294	0.7183	5.413677e-07	585
0.0158	0.9976	1.6687	0.6972	5.411774e-07	586
0.0159	0.9976	1.6515	0.6972	5.409869e-07	587
0.0090	1.0	1.6303	0.7042	5.407961e-07	588
0.0092	1.0	1.6390	0.7042	5.406051e-07	589
0.0124	0.9976	1.6467	0.7042	5.404138e-07	590
0.0139	0.9953	1.6394	0.7113	5.4022223e-07	591
0.0097	1.0	1.6605	0.7113	5.400304e-07	592
0.0135	1.0	1.6947	0.6901	5.398383e-07	593
0.0071	1.0	1.6584	0.7113	5.3964595e-07	594
0.0113	0.9976	1.6775	0.6901	5.3945337e-07	595
0.0163	0.9953	1.6672	0.7042	5.3926055e-07	596
0.0105	0.9976	1.6635	0.7113	5.3906746e-07	597
0.0077	1.0	1.6622	0.7113	5.3887413e-07	598
0.0133	0.9976	1.6621	0.7113	5.386805e-07	599
0.0148	0.9953	1.6754	0.7042	5.384867e-07	600
0.0185	0.9976	1.6523	0.7113	5.3829257e-07	601
0.0128	0.9976	1.6653	0.7113	5.380982e-07	602
0.0084	1.0	1.6917	0.7113	5.379036e-07	603
0.0114	1.0	1.6809	0.7042	5.3770873e-07	604
0.0112	1.0	1.6851	0.7042	5.375136e-07	605
0.0100	1.0	1.6672	0.7113	5.373182e-07	606
0.0225	0.9953	1.6814	0.7042	5.371226e-07	607
0.0109	0.9976	1.7314	0.6831	5.3692673e-07	608
0.0189	0.9976	1.7343	0.6831	5.367306e-07	609
0.0113	1.0	1.6949	0.7042	5.3653423e-07	610
0.0077	1.0	1.6795	0.7042	5.363376e-07	611
0.0092	0.9976	1.6835	0.7113	5.3614076e-07	612
0.0082	1.0	1.6651	0.7183	5.359436e-07	613
0.0086	1.0	1.6708	0.7183	5.3574627e-07	614
0.0164	0.9976	1.6803	0.7113	5.355486e-07	615
0.0110	1.0	1.6968	0.7042	5.3535075e-07	616
0.0084	1.0	1.7125	0.6901	5.3515265e-07	617
0.0064	1.0	1.6941	0.7042	5.3495427e-07	618
0.0082	1.0	1.6805	0.7042	5.3475566e-07	619
0.0205	0.9953	1.6883	0.7113	5.345568e-07	620
0.0099	0.9976	1.7190	0.6972	5.343577e-07	621
0.0137	0.9976	1.6911	0.7042	5.3415835e-07	622
0.0129	0.9976	1.7481	0.6761	5.3395877e-07	623
0.0148	0.9953	1.6827	0.7042	5.337589e-07	624
0.0098	1.0	1.6790	0.7042	5.335588e-07	625
0.0166	0.9976	1.7116	0.6901	5.333585e-07	626
0.0077	1.0	1.7069	0.7042	5.331579e-07	627
0.0086	1.0	1.6960	0.7042	5.329571e-07	628
0.0111	0.9976	1.6926	0.7113	5.32756e-07	629
0.0078	1.0	1.6968	0.6972	5.3255474e-07	630
0.0066	1.0	1.7007	0.7042	5.3235317e-07	631
0.0067	1.0	1.6966	0.7113	5.321514e-07	632
0.0082	0.9976	1.6978	0.7042	5.3194935e-07	633
0.0068	1.0	1.6891	0.7113	5.317471e-07	634
0.0073	0.9976	1.6884	0.7113	5.315446e-07	635
0.0073	1.0	1.6983	0.7042	5.313418e-07	636
0.0073	1.0	1.7076	0.7113	5.311388e-07	637
0.0079	1.0	1.7086	0.7113	5.309356e-07	638
0.0095	1.0	1.7020	0.7183	5.307321e-07	639
0.0120	0.9953	1.7186	0.7042	5.305284e-07	640
0.0083	1.0	1.7328	0.6831	5.303244e-07	641
0.0070	1.0	1.7046	0.7183	5.3012025e-07	642
0.0091	0.9976	1.6905	0.7183	5.299158e-07	643
0.0079	1.0	1.6824	0.7113	5.297111e-07	644
0.0111	0.9976	1.7233	0.7042	5.2950617e-07	645
0.0089	1.0	1.7362	0.7042	5.29301e-07	646
0.0066	1.0	1.7168	0.7183	5.2909564e-07	647
0.0075	1.0	1.7070	0.7183	5.2889e-07	648
0.0055	1.0	1.7062	0.7254	5.286841e-07	649
0.0140	0.9976	1.7121	0.7183	5.28478e-07	650
0.0082	1.0	1.7394	0.6972	5.2827164e-07	651
0.0082	1.0	1.7256	0.7042	5.280651e-07	652
0.0074	1.0	1.7367	0.7042	5.278583e-07	653
0.0128	0.9953	1.7230	0.7183	5.2765125e-07	654
0.0079	0.9976	1.7351	0.7113	5.2744394e-07	655
0.0093	1.0	1.7455	0.6972	5.272364e-07	656
0.0099	0.9976	1.7245	0.7113	5.2702865e-07	657
0.0061	1.0	1.7163	0.7183	5.2682066e-07	658
0.0075	1.0	1.7194	0.7113	5.2661244e-07	659
0.0067	0.9976	1.7400	0.7042	5.26404e-07	660
0.0066	1.0	1.7418	0.7042	5.261953e-07	661
0.0098	0.9976	1.7317	0.7042	5.259864e-07	662
0.0200	0.9953	1.7388	0.7042	5.257773e-07	663
0.0066	1.0	1.7145	0.7183	5.255679e-07	664
0.0137	0.9976	1.7167	0.7183	5.2535825e-07	665
0.0059	1.0	1.7267	0.7113	5.251484e-07	666
0.0074	0.9976	1.7218	0.7113	5.249383e-07	667
0.0111	0.9976	1.7525	0.7113	5.2472797e-07	668
0.0068	1.0	1.7534	0.7113	5.245174e-07	669
0.0069	1.0	1.7291	0.7183	5.2430664e-07	670
0.0077	1.0	1.7194	0.7183	5.2409564e-07	671
0.0087	1.0	1.7324	0.7183	5.238844e-07	672
0.0049	1.0	1.7482	0.7042	5.2367295e-07	673
0.0115	0.9976	1.7372	0.7183	5.2346127e-07	674
0.0144	0.9929	1.7595	0.7042	5.2324935e-07	675
0.0067	1.0	1.7565	0.7183	5.230372e-07	676
0.0045	1.0	1.7494	0.7254	5.2282485e-07	677
0.0087	0.9976	1.7469	0.7183	5.2261225e-07	678
0.0076	1.0	1.7649	0.6972	5.2239943e-07	679
0.0074	1.0	1.7787	0.6972	5.221864e-07	680
0.0058	1.0	1.7617	0.7042	5.219731e-07	681
0.0071	1.0	1.7590	0.7254	5.217596e-07	682
0.0116	0.9976	1.7443	0.7183	5.2154587e-07	683
0.0082	0.9976	1.7544	0.7254	5.213319e-07	684
0.0060	1.0	1.7720	0.7113	5.211177e-07	685
0.0058	1.0	1.7638	0.6972	5.209033e-07	686
0.0072	1.0	1.7495	0.7113	5.206887e-07	687
0.0089	0.9953	1.7672	0.7113	5.204738e-07	688
0.0086	0.9953	1.7573	0.7183	5.202587e-07	689
0.0048	1.0	1.7596	0.7113	5.200434e-07	690
0.0047	1.0	1.7659	0.7113	5.198279e-07	691
0.0102	0.9976	1.7692	0.7183	5.196122e-07	692
0.0076	1.0	1.7814	0.6901	5.193962e-07	693
0.0087	0.9976	1.8024	0.6901	5.1918005e-07	694
0.0144	0.9976	1.7628	0.7183	5.1896365e-07	695
0.0057	1.0	1.7604	0.7113	5.18747e-07	696
0.0063	1.0	1.7590	0.7183	5.1853016e-07	697
0.0081	0.9976	1.7719	0.7254	5.183131e-07	698
0.0054	1.0	1.7840	0.7183	5.1809576e-07	699
0.0076	0.9976	1.7832	0.7183	5.178783e-07	700
0.0096	0.9976	1.7788	0.7254	5.1766057e-07	701
0.0127	0.9953	1.7978	0.7042	5.1744263e-07	702
0.0105	0.9953	1.7733	0.7183	5.1722446e-07	703
0.0072	1.0	1.7518	0.7183	5.170061e-07	704
0.0063	1.0	1.7930	0.7113	5.1678745e-07	705
0.0063	1.0	1.7954	0.7042	5.1656866e-07	706
0.0034	1.0	1.7896	0.7183	5.1634964e-07	707
0.0069	1.0	1.7790	0.7113	5.161304e-07	708
0.0071	1.0	1.7808	0.7113	5.159109e-07	709
0.0045	1.0	1.7895	0.7183	5.156912e-07	710
0.0071	0.9976	1.7884	0.7254	5.154713e-07	711
0.0053	1.0	1.7899	0.7183	5.152512e-07	712
0.0068	1.0	1.8066	0.6972	5.150309e-07	713
0.0070	0.9976	1.8061	0.6972	5.148103e-07	714
0.0101	0.9976	1.7872	0.7254	5.1458954e-07	715
0.0053	1.0	1.7980	0.7254	5.143686e-07	716
0.0045	1.0	1.7966	0.7183	5.141474e-07	717
0.0056	1.0	1.7815	0.7183	5.13926e-07	718
0.0063	0.9976	1.7767	0.7183	5.137044e-07	719
0.0069	1.0	1.7798	0.7183	5.134826e-07	720
0.0077	0.9976	1.7694	0.7183	5.1326055e-07	721
0.0073	1.0	1.7625	0.7113	5.130383e-07	722
0.0088	0.9976	1.7686	0.7183	5.128158e-07	723
0.0060	0.9976	1.7948	0.7113	5.1259315e-07	724
0.0055	1.0	1.8171	0.6831	5.1237026e-07	725
0.0097	0.9976	1.7676	0.7324	5.1214715e-07	726
0.0107	0.9976	1.7711	0.7183	5.119239e-07	727
0.0054	1.0	1.8138	0.6901	5.1170036e-07	728
0.0066	1.0	1.8125	0.6901	5.114766e-07	729
0.0083	0.9976	1.8231	0.7042	5.112527e-07	730
0.0078	0.9976	1.8580	0.6972	5.110286e-07	731
0.0077	1.0	1.8353	0.6831	5.108042e-07	732
0.0060	0.9976	1.7904	0.7254	5.105797e-07	733
0.0076	1.0	1.7710	0.7042	5.1035494e-07	734
0.0059	1.0	1.7697	0.7113	5.1012995e-07	735
0.0090	0.9976	1.7907	0.7183	5.099048e-07	736
0.0066	0.9976	1.8409	0.6901	5.096794e-07	737
0.0063	0.9976	1.8506	0.6901	5.094538e-07	738
0.0093	0.9976	1.8044	0.7113	5.09228e-07	739
0.0045	1.0	1.7876	0.7113	5.09002e-07	740
0.0043	1.0	1.7848	0.7183	5.087758e-07	741
0.0045	1.0	1.7822	0.7113	5.085494e-07	742
0.0049	1.0	1.7880	0.7113	5.083228e-07	743
0.0063	1.0	1.7968	0.7183	5.08096e-07	744
0.0067	0.9976	1.8012	0.7113	5.0786895e-07	745
0.0065	1.0	1.7939	0.7113	5.0764174e-07	746
0.0044	1.0	1.7888	0.7042	5.074143e-07	747
0.0029	1.0	1.7825	0.7113	5.071867e-07	748
0.0045	1.0	1.7841	0.7113	5.069589e-07	749
0.0062	1.0	1.7973	0.7042	5.067308e-07	750
0.0039	1.0	1.7941	0.7113	5.065026e-07	751
0.0048	1.0	1.7969	0.7183	5.0627415e-07	752
0.0103	0.9953	1.7964	0.7183	5.060455e-07	753
0.0141	0.9929	1.7874	0.7113	5.058167e-07	754
0.0040	1.0	1.7976	0.7113	5.0558765e-07	755
0.0042	1.0	1.8004	0.7113	5.053584e-07	756
0.0081	0.9976	1.8181	0.6972	5.05129e-07	757
0.0057	1.0	1.8273	0.6972	5.0489933e-07	758
0.0108	0.9976	1.8447	0.6972	5.046695e-07	759
0.0048	1.0	1.8264	0.6972	5.0443947e-07	760
0.0056	0.9976	1.8100	0.7113	5.0420925e-07	761
0.0052	1.0	1.8257	0.7113	5.039788e-07	762
0.0061	0.9976	1.8248	0.6972	5.037482e-07	763
0.0046	1.0	1.8195	0.7042	5.035174e-07	764
0.0055	0.9976	1.8192	0.7113	5.032864e-07	765
0.0035	1.0	1.8272	0.7113	5.030552e-07	766
0.0070	0.9976	1.8315	0.6972	5.028238e-07	767
0.0077	1.0	1.8752	0.7042	5.0259223e-07	768
0.0084	0.9976	1.8060	0.7113	5.023604e-07	769
0.0089	0.9976	1.8444	0.7042	5.0212844e-07	770
0.0063	1.0	1.8493	0.7113	5.0189624e-07	771
0.0135	0.9976	1.8318	0.7113	5.0166386e-07	772
0.0044	1.0	1.8470	0.7113	5.014313e-07	773
0.0055	1.0	1.8332	0.7183	5.0119854e-07	774
0.0050	1.0	1.8332	0.7183	5.009656e-07	775
0.0043	1.0	1.8161	0.7042	5.007325e-07	776
0.0032	1.0	1.8121	0.7254	5.0049914e-07	777
0.0042	1.0	1.8253	0.7183	5.002656e-07	778
0.0085	0.9976	1.8455	0.7183	5.000319e-07	779
0.0036	1.0	1.8433	0.7254	4.99798e-07	780
0.0059	1.0	1.8384	0.7254	4.995639e-07	781
0.0064	0.9976	1.8386	0.6972	4.993296e-07	782
0.0044	1.0	1.8228	0.7183	4.990951e-07	783
0.0027	1.0	1.8179	0.7254	4.9886046e-07	784
0.0076	0.9976	1.8284	0.7183	4.986256e-07	785
0.0033	1.0	1.8639	0.6761	4.9839053e-07	786
0.0049	1.0	1.8448	0.7183	4.981553e-07	787
0.0035	1.0	1.8269	0.7254	4.979199e-07	788
0.0032	1.0	1.8259	0.7254	4.976843e-07	789
0.0036	1.0	1.8231	0.7254	4.974485e-07	790
0.0079	0.9953	1.8260	0.7183	4.9721257e-07	791
0.0041	1.0	1.8256	0.7113	4.969764e-07	792
0.0053	1.0	1.8387	0.7113	4.9674003e-07	793
0.0051	1.0	1.8712	0.6901	4.965035e-07	794
0.0066	1.0	1.8598	0.6972	4.962668e-07	795
0.0122	0.9976	1.8321	0.7254	4.960299e-07	796
0.0053	1.0	1.8249	0.7183	4.957928e-07	797
0.0029	1.0	1.8372	0.7254	4.955555e-07	798
0.0047	1.0	1.8478	0.7254	4.953181e-07	799
0.0044	1.0	1.8481	0.7254	4.950804e-07	800
0.0043	1.0	1.8544	0.7254	4.948426e-07	801
0.0050	0.9976	1.8542	0.7254	4.946046e-07	802
0.0036	1.0	1.8572	0.7254	4.943664e-07	803
0.0027	1.0	1.8518	0.7254	4.941281e-07	804
0.0033	1.0	1.8573	0.7254	4.938895e-07	805
0.0029	1.0	1.8601	0.7254	4.9365076e-07	806
0.0032	1.0	1.8491	0.7254	4.9341185e-07	807
0.0036	1.0	1.8501	0.7254	4.9317276e-07	808
0.0055	1.0	1.8385	0.7254	4.929335e-07	809
0.0048	1.0	1.8540	0.7113	4.926941e-07	810
0.0040	1.0	1.8993	0.6901	4.9245443e-07	811
0.0040	1.0	1.8872	0.6972	4.922146e-07	812
0.0057	0.9976	1.8741	0.7254	4.919746e-07	813
0.0072	0.9976	1.8578	0.7254	4.9173445e-07	814
0.0037	1.0	1.8616	0.7183	4.914941e-07	815
0.0118	0.9953	1.8656	0.7254	4.912536e-07	816
0.0029	1.0	1.8785	0.7113	4.9101294e-07	817
0.0050	1.0	1.8786	0.7113	4.907721e-07	818
0.0055	0.9976	1.8819	0.7113	4.90531e-07	819
0.0028	1.0	1.8748	0.7183	4.902898e-07	820
0.0026	1.0	1.8726	0.7183	4.9004836e-07	821
0.0025	1.0	1.8681	0.7183	4.898068e-07	822
0.0034	1.0	1.8657	0.7183	4.89565e-07	823
0.0061	0.9976	1.8800	0.6972	4.893231e-07	824
0.0149	0.9953	1.8571	0.7254	4.89081e-07	825
0.0066	1.0	1.8778	0.7254	4.8883874e-07	826
0.0088	0.9976	1.9055	0.6972	4.885963e-07	827
0.0039	1.0	1.8943	0.7183	4.883537e-07	828
0.0033	1.0	1.8912	0.7254	4.881109e-07	829
0.0035	1.0	1.8890	0.7254	4.8786796e-07	830
0.0036	1.0	1.8888	0.7254	4.8762485e-07	831
0.0024	1.0	1.8969	0.7254	4.8738156e-07	832
0.0047	1.0	1.8960	0.7254	4.871381e-07	833
0.0090	0.9976	1.8767	0.7183	4.8689446e-07	834
0.0144	0.9976	1.8723	0.7183	4.8665066e-07	835
0.0045	1.0	1.8643	0.7183	4.864067e-07	836
0.0042	1.0	1.8692	0.7254	4.8616255e-07	837
0.0034	1.0	1.8895	0.7183	4.8591824e-07	838
0.0039	1.0	1.8997	0.7113	4.8567375e-07	839
0.0033	1.0	1.9021	0.7183	4.854291e-07	840
0.0032	1.0	1.9021	0.7254	4.851843e-07	841
0.0022	1.0	1.9021	0.7254	4.849393e-07	842
0.0032	1.0	1.9004	0.7254	4.846941e-07	843
0.0033	1.0	1.9034	0.6901	4.844488e-07	844
0.0032	1.0	1.9111	0.6972	4.8420327e-07	845
0.0042	1.0	1.8925	0.7183	4.839576e-07	846
0.0044	0.9976	1.9021	0.7254	4.8371174e-07	847
0.0033	1.0	1.9051	0.7254	4.834658e-07	848
0.0023	1.0	1.9053	0.7254	4.8321965e-07	849
0.0047	0.9976	1.9078	0.7183	4.8297335e-07	850
0.0087	0.9976	1.9275	0.6831	4.827269e-07	851
0.0096	0.9953	1.9655	0.6831	4.8248023e-07	852
0.0080	0.9976	1.8785	0.7183	4.822334e-07	853
0.0040	1.0	1.8921	0.7183	4.8198643e-07	854
0.0051	1.0	1.9032	0.7183	4.817393e-07	855
0.0040	1.0	1.9027	0.7254	4.81492e-07	856
0.0034	1.0	1.9062	0.7183	4.8124457e-07	857
0.0028	1.0	1.9070	0.7042	4.8099696e-07	858
0.0031	1.0	1.8993	0.7183	4.807492e-07	859
0.0022	1.0	1.8946	0.7183	4.805012e-07	860
0.0040	1.0	1.9213	0.7042	4.802531e-07	861
0.0025	1.0	1.9199	0.7042	4.8000487e-07	862
0.0029	1.0	1.9206	0.7042	4.7975647e-07	863
0.0020	1.0	1.9297	0.6831	4.795079e-07	864
0.0030	1.0	1.9316	0.6831	4.7925914e-07	865
0.0057	0.9976	1.9181	0.7254	4.790102e-07	866
0.0067	0.9976	1.9630	0.7113	4.787612e-07	867
0.0067	0.9976	1.9602	0.6831	4.78512e-07	868
0.0035	1.0	1.9442	0.6901	4.782626e-07	869
0.0035	1.0	1.9149	0.6901	4.780131e-07	870
0.0105	0.9929	1.8873	0.7113	4.777634e-07	871
0.0043	1.0	1.9042	0.7183	4.775136e-07	872
0.0031	1.0	1.9162	0.7183	4.772636e-07	873
0.0038	1.0	1.9163	0.7183	4.7701343e-07	874
0.0031	1.0	1.9212	0.7183	4.7676312e-07	875
0.0105	0.9976	1.9248	0.7113	4.7651267e-07	876
0.0024	1.0	1.9274	0.7042	4.7626204e-07	877
0.0024	1.0	1.9252	0.7183	4.7601128e-07	878
0.0029	1.0	1.9225	0.7183	4.7576037e-07	879
0.0056	0.9976	1.9285	0.7113	4.755093e-07	880
0.0021	1.0	1.9329	0.7113	4.7525808e-07	881
0.0035	1.0	1.9333	0.7113	4.7500671e-07	882
0.0021	1.0	1.9296	0.7183	4.7475518e-07	883
0.0028	1.0	1.9301	0.7183	4.745035e-07	884
0.0032	1.0	1.9458	0.7113	4.742517e-07	885
0.0098	0.9953	1.9401	0.7113	4.739997e-07	886
0.0049	1.0	1.9427	0.7113	4.7374758e-07	887
0.0020	1.0	1.9364	0.7113	4.734953e-07	888
0.0025	1.0	1.9307	0.7113	4.7324286e-07	889
0.0028	1.0	1.9357	0.7113	4.7299028e-07	890
0.0022	1.0	1.9322	0.7113	4.7273755e-07	891
0.0034	1.0	1.9326	0.7113	4.724847e-07	892
0.0021	1.0	1.9342	0.7113	4.7223168e-07	893
0.0151	0.9976	1.9286	0.7183	4.719785e-07	894
0.0039	1.0	1.9247	0.7183	4.7172517e-07	895
0.0025	1.0	1.9099	0.7183	4.714717e-07	896
0.0018	1.0	1.9066	0.7183	4.712181e-07	897
0.0026	1.0	1.9148	0.7183	4.7096435e-07	898
0.0107	0.9953	1.9169	0.7183	4.7071046e-07	899
0.0022	1.0	1.9237	0.7183	4.7045643e-07	900
0.0037	1.0	1.9338	0.7113	4.7020222e-07	901
0.0027	1.0	1.9340	0.7183	4.6994788e-07	902
0.0037	0.9976	1.9319	0.7113	4.696934e-07	903
0.0027	1.0	1.9346	0.7113	4.6943876e-07	904
0.0064	0.9976	1.9163	0.7183	4.69184e-07	905
0.0035	1.0	1.9273	0.7113	4.6892907e-07	906
0.0018	1.0	1.9295	0.7183	4.6867402e-07	907
0.0041	0.9976	1.9350	0.7113	4.6841882e-07	908
0.0024	1.0	1.9408	0.7183	4.6816348e-07	909
0.0041	1.0	1.9156	0.7183	4.67908e-07	910
0.0024	1.0	1.9134	0.7183	4.6765237e-07	911
0.0023	1.0	1.9218	0.7183	4.673966e-07	912
0.0030	1.0	1.9427	0.7113	4.671407e-07	913
0.0024	1.0	1.9495	0.7042	4.6688464e-07	914
0.0031	1.0	1.9407	0.7113	4.6662848e-07	915
0.0023	1.0	1.9267	0.7183	4.6637217e-07	916
0.0023	1.0	1.9210	0.7183	4.6611572e-07	917
0.0016	1.0	1.9160	0.7183	4.6585913e-07	918
0.0037	1.0	1.9236	0.7183	4.656024e-07	919
0.0029	1.0	1.9533	0.7042	4.6534552e-07	920
0.0081	0.9976	1.9482	0.7183	4.650885e-07	921
0.0030	1.0	1.9483	0.7183	4.6483137e-07	922
0.0019	1.0	1.9338	0.7254	4.645741e-07	923
0.0025	1.0	1.9293	0.7254	4.6431668e-07	924
0.0021	1.0	1.9346	0.7113	4.6405913e-07	925
0.0017	1.0	1.9378	0.7254	4.6380143e-07	926
0.0021	1.0	1.9378	0.7254	4.635436e-07	927
0.0016	1.0	1.9379	0.7254	4.6328566e-07	928
0.0043	1.0	1.9354	0.7254	4.6302756e-07	929
0.0043	1.0	1.9338	0.7183	4.6276935e-07	930
0.0021	1.0	1.9351	0.7183	4.62511e-07	931
0.0029	1.0	1.9482	0.7254	4.622525e-07	932
0.0081	0.9976	1.9751	0.7113	4.6199386e-07	933
0.0089	0.9953	1.9900	0.7042	4.617351e-07	934
0.0035	1.0	1.9855	0.7042	4.6147622e-07	935
0.0026	1.0	1.9689	0.7254	4.612172e-07	936
0.0055	0.9976	1.9525	0.7254	4.6095806e-07	937
0.0064	0.9976	1.9332	0.7254	4.6069877e-07	938
0.0024	1.0	1.9105	0.7183	4.6043937e-07	939
0.0055	0.9976	1.9180	0.7254	4.6017982e-07	940
0.0025	1.0	1.9258	0.7183	4.5992016e-07	941
0.0035	1.0	1.9438	0.7183	4.5966036e-07	942
0.0109	0.9976	1.9523	0.7113	4.5940044e-07	943
0.0030	1.0	1.9533	0.7113	4.5914038e-07	944
0.0019	1.0	1.9525	0.7113	4.588802e-07	945
0.0033	1.0	1.9330	0.7183	4.586199e-07	946
0.0016	1.0	1.9337	0.7183	4.5835947e-07	947
0.0024	1.0	1.9400	0.7254	4.580989e-07	948
0.0016	1.0	1.9505	0.7254	4.578382e-07	949
0.0021	1.0	1.9571	0.7254	4.5757739e-07	950
0.0023	1.0	1.9599	0.7254	4.5731645e-07	951
0.0097	0.9976	1.9804	0.7113	4.5705536e-07	952
0.0038	1.0	1.9790	0.7042	4.5679417e-07	953
0.0033	1.0	1.9720	0.7113	4.5653286e-07	954
0.0025	1.0	1.9748	0.7254	4.562714e-07	955
0.0055	0.9976	1.9940	0.7254	4.5600984e-07	956
0.0042	1.0	2.0187	0.6972	4.5574816e-07	957
0.0022	1.0	2.0009	0.7042	4.5548634e-07	958
0.0031	1.0	1.9751	0.7183	4.552244e-07	959
0.0027	1.0	1.9586	0.7183	4.5496236e-07	960
0.0065	0.9976	1.9670	0.7254	4.5470017e-07	961
0.0033	1.0	1.9776	0.7254	4.5443787e-07	962
0.0020	1.0	1.9868	0.7254	4.5417545e-07	963
0.0023	1.0	1.9889	0.7183	4.5391292e-07	964
0.0033	1.0	2.0080	0.6831	4.5365024e-07	965
0.0123	0.9976	2.0169	0.7113	4.5338746e-07	966
0.0026	1.0	2.0220	0.7113	4.5312456e-07	967
0.0033	1.0	2.0058	0.7113	4.5286154e-07	968
0.0019	1.0	2.0016	0.7113	4.525984e-07	969
0.0018	1.0	2.0020	0.7113	4.5233514e-07	970
0.0019	1.0	1.9989	0.7183	4.5207176e-07	971
0.0024	1.0	1.9959	0.7183	4.5180826e-07	972
0.0017	1.0	1.9967	0.7183	4.5154465e-07	973
0.0031	1.0	1.9830	0.7183	4.5128093e-07	974
0.0019	1.0	1.9806	0.7183	4.510171e-07	975
0.0020	1.0	1.9803	0.7183	4.5075313e-07	976
0.0027	1.0	1.9881	0.7183	4.5048907e-07	977
0.0062	0.9976	2.0179	0.7042	4.502249e-07	978
0.0019	1.0	2.0200	0.7042	4.499606e-07	979
0.0091	0.9953	2.0537	0.7113	4.496962e-07	980
0.0043	1.0	2.0483	0.7113	4.4943164e-07	981
0.0030	1.0	2.0235	0.7042	4.4916698e-07	982
0.0066	0.9953	2.0017	0.7183	4.489022e-07	983
0.0044	0.9976	2.0148	0.7042	4.4863734e-07	984
0.0089	0.9976	2.0407	0.6972	4.4837236e-07	985
0.0023	1.0	2.0101	0.7183	4.4810727e-07	986
0.0013	1.0	2.0010	0.7254	4.4784207e-07	987
0.0059	0.9976	1.9844	0.7113	4.4757675e-07	988
0.0120	0.9953	1.9867	0.7183	4.4731132e-07	989
0.0031	1.0	2.0145	0.7042	4.4704578e-07	990
0.0175	0.9929	2.0260	0.6972	4.4678012e-07	991
0.0025	1.0	2.0280	0.7042	4.4651435e-07	992
0.0025	1.0	2.0180	0.7113	4.4624846e-07	993
0.0023	1.0	2.0092	0.7113	4.459825e-07	994
0.0039	1.0	1.9985	0.7183	4.457164e-07	995
0.0025	1.0	1.9721	0.7324	4.454502e-07	996
0.0023	1.0	1.9633	0.7254	4.451839e-07	997
0.0015	1.0	1.9683	0.7254	4.4491748e-07	998
0.0016	1.0	1.9732	0.7254	4.4465096e-07	999

Framework versions

Transformers 4.30.0.dev0
TensorFlow 2.9.1
Datasets 2.8.0
Tokenizers 0.13.2

Bert_class_6e-07_1000epoch

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

NSDT 3DConvert

UnrealSynth

DreamTexture.js