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bolu61/
logsegmenter

Name: logsegmenter
Rating: 2.5 (20 reviews)

generated_from_trainer

endpoints_compatible

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log-segment-tagger

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 5e-06
train_batch_size: 10
eval_batch_size: 10
seed: 45242
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 100.0

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Precision Eol	Recall Eol	F1 Eol	Support Eol	Roc Auc Eol	Precision Msg	Recall Msg	F1 Msg	Support Msg	Roc Auc Msg	Precision Cmd	Recall Cmd	F1 Cmd	Support Cmd	Roc Auc Cmd	Precision Var	Recall Var	F1 Var	Support Var	Roc Auc Var	Precision Dff	Recall Dff	F1 Dff	Support Dff	Roc Auc Dff	Precision Pgr	Recall Pgr	F1 Pgr	Support Pgr	Roc Auc Pgr	Precision Stk	Recall Stk	F1 Stk	Support Stk	Roc Auc Stk	Precision Itm	Recall Itm	F1 Itm	Support Itm	Roc Auc Itm	Precision Yml	Recall Yml	F1 Yml	Support Yml	Roc Auc Yml	Precision Obj	Recall Obj	F1 Obj	Support Obj	Roc Auc Obj	Precision Tre	Recall Tre	F1 Tre	Support Tre	Roc Auc Tre
2.5311	1.0	76	2.4941	0.0194	0.0	0.0	0.0	378	0.4851	0.0456	0.4516	0.0828	31	0.7149	0.0073	0.1667	0.0140	12	0.4709	0.0	0.0	0.0	15	0.4025	0.0	0.0	0.0	4	0.8850	0.0	0.0	0.0	333	0.6887	0.0	0.0	0.0	40	0.4469	0.1429	0.0208	0.0364	144	0.5840	0.5	0.0244	0.0465	41	0.7767	0.0	0.0	0.0	8	0.1738	0.0	0.0	0.0	24	0.7487
2.1099	2.0	152	2.0052	0.4388	0.4979	0.3095	0.3817	378	0.5048	0.1190	0.1613	0.1370	31	0.8382	0.0609	0.5833	0.1102	12	0.7734	0.0	0.0	0.0	15	0.5176	0.0	0.0	0.0	4	0.8207	0.5325	0.9339	0.6783	333	0.9186	0.0	0.0	0.0	40	0.5659	0.3571	0.0694	0.1163	144	0.7699	0.5	0.0488	0.0889	41	0.8385	0.0	0.0	0.0	8	0.4631	0.0	0.0	0.0	24	0.7796
1.5835	3.0	228	1.3663	0.5777	0.4690	0.8201	0.5967	378	0.7462	0.0	0.0	0.0	31	0.8730	0.0	0.0	0.0	12	0.9100	0.0	0.0	0.0	15	0.8133	0.0	0.0	0.0	4	0.6306	0.7972	0.8498	0.8227	333	0.9584	0.0	0.0	0.0	40	0.6980	0.2	0.0139	0.0260	144	0.8902	0.0	0.0	0.0	41	0.9466	0.0	0.0	0.0	8	0.8749	0.0	0.0	0.0	24	0.8314
1.3092	4.0	304	1.0934	0.6806	0.5640	0.8624	0.6820	378	0.8593	0.0	0.0	0.0	31	0.8850	0.0	0.0	0.0	12	0.9299	0.0	0.0	0.0	15	0.8156	0.0	0.0	0.0	4	0.6399	0.8944	0.9159	0.9050	333	0.9802	0.0	0.0	0.0	40	0.8137	0.6306	0.4861	0.5490	144	0.9450	0.0	0.0	0.0	41	0.9842	0.0	0.0	0.0	8	0.9250	0.0	0.0	0.0	24	0.9508
0.9523	5.0	380	0.9353	0.7262	0.6149	0.8492	0.7133	378	0.8953	0.0	0.0	0.0	31	0.9026	0.0	0.0	0.0	12	0.9492	0.0	0.0	0.0	15	0.8372	0.0	0.0	0.0	4	0.6399	0.8646	0.9970	0.9261	333	0.9892	0.0	0.0	0.0	40	0.8796	0.7661	0.6597	0.7090	144	0.9474	0.0	0.0	0.0	41	0.9895	0.0	0.0	0.0	8	0.9598	0.0	0.0	0.0	24	0.9965
0.8714	6.0	456	0.7562	0.8039	0.7164	0.9153	0.8037	378	0.9491	0.0	0.0	0.0	31	0.9143	0.0	0.0	0.0	12	0.9499	0.0	0.0	0.0	15	0.8298	0.0	0.0	0.0	4	0.7083	0.925	1.0	0.9610	333	0.9978	1.0	0.35	0.5185	40	0.9170	0.7516	0.7986	0.7744	144	0.9590	1.0	0.3171	0.4815	41	0.9919	0.0	0.0	0.0	8	0.9793	1.0	0.2917	0.4516	24	0.9989
0.7294	7.0	532	0.6222	0.8282	0.7596	0.8862	0.8181	378	0.9575	0.0	0.0	0.0	31	0.9330	0.0	0.0	0.0	12	0.9479	0.0	0.0	0.0	15	0.8359	0.0	0.0	0.0	4	0.8302	0.9276	1.0	0.9624	333	0.9986	1.0	0.375	0.5455	40	0.9634	0.7815	0.8194	0.8	144	0.9655	0.7826	0.8780	0.8276	41	0.9924	0.0	0.0	0.0	8	0.9976	0.9412	0.6667	0.7805	24	0.9993
0.5118	8.0	608	0.5242	0.8534	0.7680	0.9021	0.8297	378	0.9634	0.0	0.0	0.0	31	0.9457	0.0	0.0	0.0	12	0.9656	0.0	0.0	0.0	15	0.8963	0.0	0.0	0.0	4	0.9035	0.9302	1.0	0.9638	333	0.9993	1.0	0.375	0.5455	40	0.9755	0.8873	0.875	0.8811	144	0.9720	0.9091	0.9756	0.9412	41	0.9972	0.0	0.0	0.0	8	0.9991	0.9231	1.0	0.96	24	0.9995
0.4041	9.0	684	0.5220	0.8485	0.8020	0.8571	0.8286	378	0.9552	0.8333	0.3226	0.4651	31	0.9577	0.0	0.0	0.0	12	0.9672	0.0	0.0	0.0	15	0.9258	0.0	0.0	0.0	4	0.8845	0.8582	1.0	0.9237	333	0.9990	0.9667	0.725	0.8286	40	0.9734	0.9487	0.7708	0.8506	144	0.9765	0.9091	0.9756	0.9412	41	0.9977	0.75	0.375	0.5	8	0.9993	0.9231	1.0	0.96	24	0.9997
0.4858	10.0	760	0.4709	0.8748	0.7968	0.9127	0.8508	378	0.9622	0.8333	0.3226	0.4651	31	0.9592	0.0	0.0	0.0	12	0.9721	0.0	0.0	0.0	15	0.9589	0.0	0.0	0.0	4	0.8913	0.9328	1.0	0.9652	333	0.9995	1.0	0.55	0.7097	40	0.9741	0.9690	0.8681	0.9158	144	0.9798	0.9286	0.9512	0.9398	41	0.9982	0.75	0.375	0.5	8	0.9994	0.9231	1.0	0.96	24	0.9999
0.252	11.0	836	0.4155	0.8738	0.7949	0.9127	0.8498	378	0.9694	0.8462	0.3548	0.5	31	0.9737	0.375	0.25	0.3	12	0.9741	0.0	0.0	0.0	15	0.9900	0.0	0.0	0.0	4	0.9608	0.9354	1.0	0.9666	333	0.9996	1.0	0.45	0.6207	40	0.9663	0.9615	0.8681	0.9124	144	0.9811	0.9268	0.9268	0.9268	41	0.9984	0.75	0.375	0.5	8	0.9995	0.9231	1.0	0.96	24	1.0000
0.2958	12.0	912	0.4171	0.8699	0.8354	0.9127	0.8723	378	0.9718	0.8125	0.4194	0.5532	31	0.9773	0.6667	0.3333	0.4444	12	0.9763	0.0	0.0	0.0	15	0.9921	0.0	0.0	0.0	4	0.9518	0.8952	1.0	0.9447	333	0.9997	0.9565	0.55	0.6984	40	0.9705	0.8810	0.7708	0.8222	144	0.9817	0.9268	0.9268	0.9268	41	0.9986	0.8571	0.75	0.8	8	0.9998	0.9231	1.0	0.96	24	0.9997
0.3351	13.0	988	0.4281	0.8786	0.8438	0.8862	0.8645	378	0.9676	0.8421	0.5161	0.64	31	0.9798	0.625	0.4167	0.5	12	0.9788	0.0	0.0	0.0	15	0.9867	0.0	0.0	0.0	4	0.9464	0.9074	1.0	0.9514	333	0.9996	1.0	0.575	0.7302	40	0.9758	0.8865	0.8681	0.8772	144	0.9840	0.9048	0.9268	0.9157	41	0.9984	0.8571	0.75	0.8	8	0.9998	0.9231	1.0	0.96	24	1.0
0.1799	14.0	1064	0.3970	0.8806	0.8159	0.9259	0.8674	378	0.9704	0.8462	0.3548	0.5	31	0.9825	0.625	0.4167	0.5	12	0.9790	0.0	0.0	0.0	15	0.9934	0.0	0.0	0.0	4	0.9976	0.9354	1.0	0.9666	333	0.9997	1.0	0.375	0.5455	40	0.9539	0.9143	0.8889	0.9014	144	0.9859	0.9459	0.8537	0.8974	41	0.9961	0.8571	0.75	0.8	8	0.9998	0.96	1.0	0.9796	24	1.0
0.2573	15.0	1140	0.3927	0.8942	0.8589	0.9180	0.8875	378	0.9713	0.8571	0.5806	0.6923	31	0.9833	0.8333	0.4167	0.5556	12	0.9814	0.0	0.0	0.0	15	0.9899	0.0	0.0	0.0	4	0.9922	0.9276	1.0	0.9624	333	0.9997	1.0	0.55	0.7097	40	0.9706	0.8966	0.9028	0.8997	144	0.9851	0.9474	0.8780	0.9114	41	0.9982	1.0	0.75	0.8571	8	0.9998	0.9231	1.0	0.96	24	1.0
0.1706	16.0	1216	0.3886	0.8835	0.8357	0.9286	0.8797	378	0.9739	0.85	0.5484	0.6667	31	0.9848	0.8333	0.4167	0.5556	12	0.9799	0.0	0.0	0.0	15	0.9940	0.0	0.0	0.0	4	0.9963	0.9171	0.9970	0.9554	333	0.9997	1.0	0.475	0.6441	40	0.9615	0.9084	0.8264	0.8655	144	0.9826	0.9487	0.9024	0.925	41	0.9970	1.0	0.75	0.8571	8	0.9998	1.0	1.0	1.0	24	1.0
0.1121	17.0	1292	0.4100	0.8777	0.8540	0.9286	0.8897	378	0.9717	0.8235	0.4516	0.5833	31	0.9849	0.625	0.4167	0.5	12	0.9783	0.0	0.0	0.0	15	0.9931	0.0	0.0	0.0	4	0.9954	0.8904	1.0	0.9420	333	0.9998	1.0	0.625	0.7692	40	0.9721	0.8790	0.7569	0.8134	144	0.9789	1.0	0.8537	0.9211	41	0.9974	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.1414	18.0	1368	0.4740	0.8757	0.8509	0.9206	0.8844	378	0.9646	0.85	0.5484	0.6667	31	0.9854	0.8333	0.4167	0.5556	12	0.9780	0.0	0.0	0.0	15	0.9932	0.0	0.0	0.0	4	0.9966	0.8833	1.0	0.9380	333	0.9996	1.0	0.575	0.7302	40	0.9652	0.8862	0.7569	0.8165	144	0.9758	0.9722	0.8537	0.9091	41	0.9975	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0935	19.0	1444	0.4503	0.8689	0.8769	0.9233	0.8995	378	0.9722	0.8077	0.6774	0.7368	31	0.9890	0.25	0.4167	0.3125	12	0.9780	0.0	0.0	0.0	15	0.9939	0.0	0.0	0.0	4	0.9983	0.8582	1.0	0.9237	333	0.9997	0.9630	0.65	0.7761	40	0.9524	0.9592	0.6528	0.7769	144	0.9767	0.9737	0.9024	0.9367	41	0.9982	1.0	0.75	0.8571	8	1.0	1.0	1.0	1.0	24	1.0
0.0794	20.0	1520	0.4563	0.8709	0.8886	0.9074	0.8979	378	0.9740	0.875	0.6774	0.7636	31	0.9879	0.7143	0.4167	0.5263	12	0.9795	0.0	0.0	0.0	15	0.9936	0.0	0.0	0.0	4	0.9976	0.8473	1.0	0.9174	333	0.9998	0.9630	0.65	0.7761	40	0.9514	0.8534	0.6875	0.7615	144	0.9779	0.95	0.9268	0.9383	41	0.9996	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.1209	21.0	1596	0.5927	0.8505	0.8014	0.9286	0.8603	378	0.9639	0.85	0.5484	0.6667	31	0.9857	0.8333	0.4167	0.5556	12	0.9813	0.0	0.0	0.0	15	0.9939	0.0	0.0	0.0	4	0.9956	0.8513	0.9970	0.9184	333	0.9997	1.0	0.375	0.5455	40	0.9482	0.9889	0.6181	0.7607	144	0.9670	1.0	0.8537	0.9211	41	0.9961	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0965	22.0	1672	0.5558	0.8515	0.8252	0.9365	0.8773	378	0.9686	0.8125	0.4194	0.5532	31	0.9823	0.2273	0.4167	0.2941	12	0.9770	0.0	0.0	0.0	15	0.9944	0.0	0.0	0.0	4	0.9985	0.8582	1.0	0.9237	333	0.9998	1.0	0.375	0.5455	40	0.9529	0.9894	0.6458	0.7815	144	0.9695	1.0	0.8293	0.9067	41	0.9974	1.0	0.75	0.8571	8	1.0	1.0	1.0	1.0	24	1.0
0.0463	23.0	1748	0.4762	0.8767	0.8912	0.9101	0.9005	378	0.9706	0.7778	0.6774	0.7241	31	0.9915	0.3571	0.4167	0.3846	12	0.9761	0.0	0.0	0.0	15	0.9926	0.0	0.0	0.0	4	0.9985	0.8627	1.0	0.9263	333	0.9997	0.9643	0.675	0.7941	40	0.9725	0.9043	0.7222	0.8031	144	0.9765	1.0	0.9024	0.9487	41	0.9971	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0667	24.0	1824	0.5780	0.8602	0.8429	0.9365	0.8872	378	0.9680	0.8421	0.5161	0.64	31	0.9784	0.25	0.4167	0.3125	12	0.9793	0.0	0.0	0.0	15	0.9947	0.0	0.0	0.0	4	0.9976	0.8605	1.0	0.925	333	0.9998	1.0	0.425	0.5965	40	0.9519	0.9894	0.6458	0.7815	144	0.9685	0.9737	0.9024	0.9367	41	0.9986	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.057	25.0	1900	0.4723	0.8854	0.875	0.9259	0.8997	378	0.9726	0.8261	0.6129	0.7037	31	0.9886	0.3125	0.4167	0.3571	12	0.9774	0.0	0.0	0.0	15	0.9945	0.0	0.0	0.0	4	0.9993	0.8952	1.0	0.9447	333	1.0000	0.9643	0.675	0.7941	40	0.9584	0.9316	0.7569	0.8352	144	0.9746	0.9737	0.9024	0.9367	41	0.9975	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0411	26.0	1976	0.4793	0.8854	0.8795	0.9074	0.8932	378	0.9701	0.7778	0.6774	0.7241	31	0.9890	0.3125	0.4167	0.3571	12	0.9764	0.5	0.2667	0.3478	15	0.9950	1.0	0.25	0.4	4	0.9988	0.8928	1.0	0.9433	333	0.9997	0.96	0.6	0.7385	40	0.9478	0.9407	0.7708	0.8473	144	0.9795	0.95	0.9268	0.9383	41	0.9990	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0758	27.0	2052	0.5321	0.8757	0.8810	0.9206	0.9004	378	0.9693	0.8077	0.6774	0.7368	31	0.9879	0.2778	0.4167	0.3333	12	0.9750	0.5455	0.4	0.4615	15	0.9949	0.0	0.0	0.0	4	0.9995	0.8582	1.0	0.9237	333	0.9993	0.9643	0.675	0.7941	40	0.9676	0.9894	0.6458	0.7815	144	0.9704	0.9737	0.9024	0.9367	41	0.9975	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.058	28.0	2128	0.6407	0.8602	0.8586	0.9153	0.8860	378	0.9630	0.8	0.5161	0.6275	31	0.9841	0.2273	0.4167	0.2941	12	0.9741	0.0	0.0	0.0	15	0.9947	0.0	0.0	0.0	4	0.9968	0.8495	1.0	0.9186	333	0.9985	0.9630	0.65	0.7761	40	0.9633	0.9789	0.6458	0.7782	144	0.9611	1.0	0.8537	0.9211	41	0.9950	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0377	29.0	2204	0.6418	0.8660	0.8624	0.9286	0.8943	378	0.9635	0.7826	0.5806	0.6667	31	0.9862	0.4545	0.4167	0.4348	12	0.9767	0.0	0.0	0.0	15	0.9953	0.0	0.0	0.0	4	0.9951	0.8579	0.9970	0.9222	333	0.9985	0.9630	0.65	0.7761	40	0.9562	0.8942	0.6458	0.75	144	0.9651	1.0	0.8537	0.9211	41	0.9959	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0494	30.0	2280	0.6278	0.8641	0.8452	0.9392	0.8897	378	0.9670	0.85	0.5484	0.6667	31	0.9811	0.8333	0.4167	0.5556	12	0.9790	0.0	0.0	0.0	15	0.9948	0.0	0.0	0.0	4	0.9920	0.8646	0.9970	0.9261	333	0.9992	0.9615	0.625	0.7576	40	0.9286	0.8611	0.6458	0.7381	144	0.9678	1.0	0.7805	0.8767	41	0.9942	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0753	31.0	2356	0.5412	0.8864	0.8772	0.9259	0.9009	378	0.9710	0.8077	0.6774	0.7368	31	0.9885	0.2632	0.4167	0.3226	12	0.9779	0.0	0.0	0.0	15	0.9949	0.0	0.0	0.0	4	0.9988	0.8928	1.0	0.9433	333	0.9998	0.9643	0.675	0.7941	40	0.9553	0.9730	0.75	0.8471	144	0.9708	0.9737	0.9024	0.9367	41	0.9963	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.038	32.0	2432	0.5705	0.8825	0.8719	0.9180	0.8943	378	0.9705	0.7826	0.5806	0.6667	31	0.9840	0.8333	0.4167	0.5556	12	0.9786	0.0	0.0	0.0	15	0.9948	0.0	0.0	0.0	4	0.9942	0.8901	0.9970	0.9405	333	0.9995	0.9643	0.675	0.7941	40	0.9410	0.8672	0.7708	0.8162	144	0.9730	0.9737	0.9024	0.9367	41	0.9974	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0906	33.0	2508	0.6426	0.8680	0.8722	0.9206	0.8958	378	0.9663	0.8182	0.5806	0.6792	31	0.9834	0.8333	0.4167	0.5556	12	0.9772	0.0	0.0	0.0	15	0.9950	0.0	0.0	0.0	4	0.9959	0.8557	0.9970	0.9209	333	0.9989	0.9643	0.675	0.7941	40	0.9419	0.8333	0.6597	0.7364	144	0.9629	1.0	0.9024	0.9487	41	0.9977	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0287	34.0	2584	0.6929	0.8660	0.8660	0.9233	0.8937	378	0.9632	0.8182	0.5806	0.6792	31	0.9846	0.2381	0.4167	0.3030	12	0.9780	0.0	0.0	0.0	15	0.9951	0.0	0.0	0.0	4	0.9963	0.8517	1.0	0.9199	333	0.9985	0.9643	0.675	0.7941	40	0.9599	0.9894	0.6458	0.7815	144	0.9560	1.0	0.8537	0.9211	41	0.9964	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0409	35.0	2660	0.5819	0.8825	0.8725	0.9233	0.8972	378	0.9675	0.8182	0.5806	0.6792	31	0.9850	0.2083	0.4167	0.2778	12	0.9771	0.0	0.0	0.0	15	0.9950	0.0	0.0	0.0	4	0.9985	0.8925	0.9970	0.9418	333	0.9991	0.9630	0.65	0.7761	40	0.9315	0.9823	0.7708	0.8638	144	0.9775	1.0	0.9024	0.9487	41	0.9969	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0506	36.0	2736	0.6021	0.8854	0.8852	0.9180	0.9013	378	0.9675	0.8182	0.5806	0.6792	31	0.9890	0.2083	0.4167	0.2778	12	0.9746	0.0	0.0	0.0	15	0.9905	0.0	0.0	0.0	4	0.9981	0.8904	1.0	0.9420	333	0.9986	0.9643	0.675	0.7941	40	0.9573	0.9741	0.7847	0.8692	144	0.9683	1.0	0.9024	0.9487	41	0.9978	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0424	37.0	2812	0.7507	0.8641	0.8561	0.9286	0.8909	378	0.9616	0.85	0.5484	0.6667	31	0.9741	0.25	0.4167	0.3125	12	0.9771	0.0	0.0	0.0	15	0.9949	0.0	0.0	0.0	4	0.9927	0.8538	1.0	0.9212	333	0.9982	0.9630	0.65	0.7761	40	0.9334	0.9894	0.6458	0.7815	144	0.9502	1.0	0.8293	0.9067	41	0.9958	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0453	38.0	2888	0.6082	0.8670	0.8547	0.9339	0.8925	378	0.9723	0.8095	0.5484	0.6538	31	0.9803	0.25	0.4167	0.3125	12	0.9776	0.0	0.0	0.0	15	0.9954	0.0	0.0	0.0	4	0.9985	0.8646	0.9970	0.9261	333	0.9989	0.9583	0.575	0.7188	40	0.9199	0.9896	0.6597	0.7917	144	0.9626	1.0	0.8780	0.9351	41	0.9960	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0544	39.0	2964	0.6302	0.8835	0.8688	0.9286	0.8977	378	0.9704	0.8182	0.5806	0.6792	31	0.9835	0.4545	0.4167	0.4348	12	0.9770	0.0	0.0	0.0	15	0.9951	0.0	0.0	0.0	4	0.9968	0.8928	1.0	0.9433	333	0.9991	0.9630	0.65	0.7761	40	0.9437	0.9008	0.7569	0.8226	144	0.9624	1.0	0.8780	0.9351	41	0.9959	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0584	40.0	3040	0.6563	0.8718	0.8806	0.8783	0.8795	378	0.9647	0.7826	0.5806	0.6667	31	0.9852	0.2083	0.4167	0.2778	12	0.9745	0.0	0.0	0.0	15	0.9949	0.0	0.0	0.0	4	0.9971	0.8649	1.0	0.9276	333	0.9980	0.9643	0.675	0.7941	40	0.9586	0.9508	0.8056	0.8722	144	0.9721	1.0	0.8780	0.9351	41	0.9976	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.1288	41.0	3116	0.5894	0.8942	0.8744	0.9206	0.8969	378	0.9741	0.7826	0.5806	0.6667	31	0.9856	0.4167	0.4167	0.4167	12	0.9763	0.75	0.8	0.7742	15	0.9953	0.0	0.0	0.0	4	0.9985	0.8928	1.0	0.9433	333	0.9993	0.9630	0.65	0.7761	40	0.9539	0.9823	0.7708	0.8638	144	0.9653	1.0	0.9024	0.9487	41	0.9963	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.1469	42.0	3192	0.6712	0.8767	0.8663	0.9259	0.8951	378	0.9707	0.7727	0.5484	0.6415	31	0.9793	0.4545	0.4167	0.4348	12	0.9769	0.75	0.8	0.7742	15	0.9953	0.0	0.0	0.0	4	0.9971	0.8582	1.0	0.9237	333	0.9995	0.9630	0.65	0.7761	40	0.9409	0.9792	0.6528	0.7833	144	0.9576	1.0	0.8537	0.9211	41	0.9959	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0206	43.0	3268	0.6872	0.8699	0.8782	0.8968	0.8874	378	0.9658	0.7727	0.5484	0.6415	31	0.9881	0.2083	0.4167	0.2778	12	0.9738	0.0	0.0	0.0	15	0.9949	0.0	0.0	0.0	4	0.9971	0.8579	0.9970	0.9222	333	0.9987	0.9630	0.65	0.7761	40	0.9379	0.9820	0.7569	0.8549	144	0.9601	0.9737	0.9024	0.9367	41	0.9977	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0253	44.0	3344	0.6200	0.8699	0.8810	0.9206	0.9004	378	0.9729	0.7727	0.5484	0.6415	31	0.9861	0.3571	0.4167	0.3846	12	0.9756	0.0	0.0	0.0	15	0.9951	0.0	0.0	0.0	4	0.9971	0.8757	0.9940	0.9311	333	0.9992	0.9643	0.675	0.7941	40	0.9382	0.8450	0.7569	0.7985	144	0.9630	1.0	0.8780	0.9351	41	0.9973	1.0	1.0	1.0	8	1.0	1.0	0.625	0.7692	24	1.0
0.1555	45.0	3420	0.6009	0.8845	0.8830	0.9180	0.9001	378	0.9737	0.7826	0.5806	0.6667	31	0.9849	0.2083	0.4167	0.2778	12	0.9747	0.0	0.0	0.0	15	0.9950	0.0	0.0	0.0	4	0.9993	0.8925	0.9970	0.9418	333	0.9994	0.9643	0.675	0.7941	40	0.9476	0.9741	0.7847	0.8692	144	0.9650	1.0	0.9024	0.9487	41	0.9967	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0941	46.0	3496	0.6026	0.8825	0.8804	0.9153	0.8975	378	0.9751	0.7826	0.5806	0.6667	31	0.9888	0.2083	0.4167	0.2778	12	0.9751	0.0	0.0	0.0	15	0.9950	0.0	0.0	0.0	4	0.9983	0.8925	0.9970	0.9418	333	0.9993	0.9643	0.675	0.7941	40	0.9504	0.9741	0.7847	0.8692	144	0.9641	0.9730	0.8780	0.9231	41	0.9971	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0535	47.0	3572	0.6670	0.8757	0.8851	0.8968	0.8909	378	0.9693	0.8095	0.5484	0.6538	31	0.9867	0.2083	0.4167	0.2778	12	0.9745	0.0	0.0	0.0	15	0.9950	0.0	0.0	0.0	4	0.9976	0.8786	1.0	0.9354	333	0.9987	0.9643	0.675	0.7941	40	0.9547	0.928	0.8056	0.8625	144	0.9695	1.0	0.8780	0.9351	41	0.9964	1.0	1.0	1.0	8	1.0	1.0	0.875	0.9333	24	1.0
0.0531	48.0	3648	0.7157	0.8621	0.8668	0.9127	0.8892	378	0.9670	0.7727	0.5484	0.6415	31	0.9812	0.2083	0.4167	0.2778	12	0.9763	0.0	0.0	0.0	15	0.9949	0.0	0.0	0.0	4	0.9959	0.8517	1.0	0.9199	333	0.9989	0.9630	0.65	0.7761	40	0.9484	0.9794	0.6597	0.7884	144	0.9568	1.0	0.8780	0.9351	41	0.9966	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.1806	49.0	3724	0.6141	0.8777	0.8728	0.9259	0.8986	378	0.9723	0.8095	0.5484	0.6538	31	0.9799	0.2083	0.4167	0.2778	12	0.9773	0.0	0.0	0.0	15	0.9957	0.0	0.0	0.0	4	0.9988	0.8946	0.9940	0.9417	333	0.9995	0.9630	0.65	0.7761	40	0.9244	0.9344	0.7917	0.8571	144	0.9706	1.0	0.8780	0.9351	41	0.9963	1.0	1.0	1.0	8	1.0	1.0	0.7083	0.8293	24	1.0
0.0194	50.0	3800	0.6838	0.8854	0.87	0.9206	0.8946	378	0.9703	0.7727	0.5484	0.6415	31	0.9789	0.5	0.4167	0.4545	12	0.9772	0.75	0.8	0.7742	15	0.9960	0.0	0.0	0.0	4	0.9959	0.8760	0.9970	0.9326	333	0.9989	0.9630	0.65	0.7761	40	0.9311	0.9813	0.7292	0.8367	144	0.9634	0.9474	0.8780	0.9114	41	0.9968	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	0.9992
0.0575	51.0	3876	0.6424	0.8728	0.8907	0.8836	0.8871	378	0.9708	0.7308	0.6129	0.6667	31	0.9892	0.2083	0.4167	0.2778	12	0.9758	0.0	0.0	0.0	15	0.9945	0.0	0.0	0.0	4	0.9995	0.8760	0.9970	0.9326	333	0.9987	0.9643	0.675	0.7941	40	0.9529	0.9206	0.8056	0.8593	144	0.9705	0.9744	0.9268	0.95	41	0.9980	1.0	1.0	1.0	8	1.0	1.0	0.8333	0.9091	24	1.0
0.0134	52.0	3952	0.7455	0.8660	0.8663	0.9259	0.8951	378	0.9681	0.8095	0.5484	0.6538	31	0.9767	0.2174	0.4167	0.2857	12	0.9777	0.0	0.0	0.0	15	0.9950	0.0	0.0	0.0	4	0.9961	0.8557	0.9970	0.9209	333	0.9981	0.9630	0.65	0.7761	40	0.9267	0.9895	0.6528	0.7866	144	0.9559	1.0	0.8780	0.9351	41	0.9969	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0446	53.0	4028	0.6980	0.8738	0.8682	0.9233	0.8949	378	0.9697	0.7727	0.5484	0.6415	31	0.9789	0.2174	0.4167	0.2857	12	0.9784	0.0	0.0	0.0	15	0.9951	0.0	0.0	0.0	4	0.9983	0.8737	0.9970	0.9313	333	0.9991	0.9630	0.65	0.7761	40	0.9313	0.9904	0.7153	0.8306	144	0.9600	1.0	0.8780	0.9351	41	0.9969	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0516	54.0	4104	0.6881	0.8757	0.8706	0.9259	0.8974	378	0.9707	0.75	0.5806	0.6545	31	0.9797	0.2381	0.4167	0.3030	12	0.9768	0.0	0.0	0.0	15	0.9950	0.0	0.0	0.0	4	0.9990	0.8760	0.9970	0.9326	333	0.9991	0.9630	0.65	0.7761	40	0.9389	0.9811	0.7222	0.832	144	0.9603	1.0	0.8537	0.9211	41	0.9955	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0223	55.0	4180	0.7180	0.8689	0.8766	0.9206	0.8981	378	0.9679	0.7727	0.5484	0.6415	31	0.9795	0.2174	0.4167	0.2857	12	0.9755	0.0	0.0	0.0	15	0.9950	0.0	0.0	0.0	4	0.9981	0.8717	1.0	0.9315	333	0.9987	0.9643	0.675	0.7941	40	0.9416	0.9211	0.7292	0.8140	144	0.9604	1.0	0.8780	0.9351	41	0.9961	1.0	1.0	1.0	8	1.0	1.0	0.6667	0.8	24	1.0
0.0576	56.0	4256	0.6683	0.8777	0.8849	0.9153	0.8999	378	0.9716	0.7826	0.5806	0.6667	31	0.9867	0.2083	0.4167	0.2778	12	0.9747	0.0	0.0	0.0	15	0.9947	0.0	0.0	0.0	4	0.9995	0.8901	0.9970	0.9405	333	0.9991	0.9643	0.675	0.7941	40	0.9373	0.9134	0.8056	0.8561	144	0.9654	1.0	0.8780	0.9351	41	0.9976	1.0	1.0	1.0	8	1.0	1.0	0.6667	0.8	24	1.0
0.0077	57.0	4332	0.6967	0.8738	0.8722	0.9206	0.8958	378	0.9712	0.7619	0.5161	0.6154	31	0.9772	0.2174	0.4167	0.2857	12	0.9762	0.0	0.0	0.0	15	0.9952	0.0	0.0	0.0	4	0.9988	0.8925	0.9970	0.9418	333	0.9989	0.9630	0.65	0.7761	40	0.9297	0.9113	0.7847	0.8433	144	0.9634	1.0	0.8780	0.9351	41	0.9966	1.0	1.0	1.0	8	1.0	1.0	0.6667	0.8	24	1.0
0.0056	58.0	4408	0.7232	0.8748	0.8759	0.9153	0.8952	378	0.9676	0.7727	0.5484	0.6415	31	0.9839	0.2174	0.4167	0.2857	12	0.9745	0.0	0.0	0.0	15	0.9949	0.0	0.0	0.0	4	0.9983	0.8877	0.9970	0.9392	333	0.9988	0.9630	0.65	0.7761	40	0.9331	0.9194	0.7917	0.8507	144	0.9579	1.0	0.8780	0.9351	41	0.9974	1.0	1.0	1.0	8	1.0	1.0	0.7083	0.8293	24	1.0
0.0696	59.0	4484	0.7109	0.8806	0.8624	0.9286	0.8943	378	0.9697	0.7727	0.5484	0.6415	31	0.9803	0.2381	0.4167	0.3030	12	0.9770	0.0	0.0	0.0	15	0.9958	0.0	0.0	0.0	4	0.9988	0.8925	0.9970	0.9418	333	0.9994	0.9630	0.65	0.7761	40	0.9251	0.9908	0.75	0.8538	144	0.9585	1.0	0.8780	0.9351	41	0.9961	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0517	60.0	4560	0.7919	0.8660	0.8655	0.9021	0.8834	378	0.9649	0.7727	0.5484	0.6415	31	0.9798	0.2174	0.4167	0.2857	12	0.9754	0.0	0.0	0.0	15	0.9951	0.0	0.0	0.0	4	0.9971	0.8579	0.9970	0.9222	333	0.9985	0.9630	0.65	0.7761	40	0.9398	0.9811	0.7222	0.832	144	0.9475	1.0	0.8780	0.9351	41	0.9955	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0226	61.0	4636	0.6849	0.8845	0.8763	0.9180	0.8966	378	0.9715	0.7727	0.5484	0.6415	31	0.9828	0.4167	0.4167	0.4167	12	0.9758	0.7143	0.6667	0.6897	15	0.9957	0.0	0.0	0.0	4	0.9990	0.8922	0.9940	0.9403	333	0.9990	0.9630	0.65	0.7761	40	0.9322	0.8992	0.8056	0.8498	144	0.9639	1.0	0.8780	0.9351	41	0.9972	1.0	1.0	1.0	8	1.0	1.0	0.625	0.7692	24	1.0
0.0368	62.0	4712	0.7297	0.8670	0.8642	0.9259	0.8940	378	0.9695	0.7727	0.5484	0.6415	31	0.9771	0.2381	0.4167	0.3030	12	0.9767	0.0	0.0	0.0	15	0.9959	0.0	0.0	0.0	4	0.9978	0.8757	0.9940	0.9311	333	0.9991	0.9630	0.65	0.7761	40	0.9296	0.9204	0.7222	0.8093	144	0.9521	1.0	0.8780	0.9351	41	0.9957	1.0	1.0	1.0	8	1.0	1.0	0.6667	0.8	24	1.0
0.0626	63.0	4788	0.6834	0.8738	0.8875	0.9180	0.9025	378	0.9727	0.7917	0.6129	0.6909	31	0.9871	0.2083	0.4167	0.2778	12	0.9756	0.0	0.0	0.0	15	0.9951	0.0	0.0	0.0	4	1.0	0.8760	0.9970	0.9326	333	0.9989	0.9643	0.675	0.7941	40	0.9456	0.9160	0.7569	0.8289	144	0.9554	1.0	0.8780	0.9351	41	0.9972	1.0	1.0	1.0	8	1.0	1.0	0.7083	0.8293	24	1.0
0.0486	64.0	4864	0.7239	0.8738	0.8682	0.9233	0.8949	378	0.9699	0.7727	0.5484	0.6415	31	0.9829	0.2174	0.4167	0.2857	12	0.9765	0.0	0.0	0.0	15	0.9950	0.0	0.0	0.0	4	0.9990	0.8757	0.9940	0.9311	333	0.9990	0.9630	0.65	0.7761	40	0.9396	0.9813	0.7292	0.8367	144	0.9517	1.0	0.8780	0.9351	41	0.9961	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.003	65.0	4940	0.6967	0.8845	0.8769	0.9233	0.8995	378	0.9710	0.75	0.5806	0.6545	31	0.9831	0.2381	0.4167	0.3030	12	0.9766	0.3333	0.1333	0.1905	15	0.9957	0.0	0.0	0.0	4	0.9995	0.8901	0.9970	0.9405	333	0.9987	0.9630	0.65	0.7761	40	0.9502	0.9826	0.7847	0.8726	144	0.9526	1.0	0.8537	0.9211	41	0.9960	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0402	66.0	5016	0.7084	0.8767	0.8747	0.9233	0.8983	378	0.9710	0.7727	0.5484	0.6415	31	0.9845	0.2174	0.4167	0.2857	12	0.9760	0.0	0.0	0.0	15	0.9954	0.0	0.0	0.0	4	0.9990	0.8760	0.9970	0.9326	333	0.9980	0.9630	0.65	0.7761	40	0.9443	0.9817	0.7431	0.8458	144	0.9504	1.0	0.8780	0.9351	41	0.9967	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0136	67.0	5092	0.7091	0.8777	0.8725	0.9233	0.8972	378	0.9697	0.7727	0.5484	0.6415	31	0.9845	0.2941	0.4167	0.3448	12	0.9756	0.0	0.0	0.0	15	0.9950	0.0	0.0	0.0	4	0.9990	0.8925	0.9970	0.9418	333	0.9989	0.9630	0.65	0.7761	40	0.9457	0.8968	0.7847	0.8370	144	0.9569	1.0	0.8780	0.9351	41	0.9966	1.0	1.0	1.0	8	1.0	1.0	0.75	0.8571	24	1.0
0.0765	68.0	5168	0.6995	0.8854	0.8810	0.9206	0.9004	378	0.9703	0.7826	0.5806	0.6667	31	0.9860	0.2083	0.4167	0.2778	12	0.9756	0.0	0.0	0.0	15	0.9951	0.0	0.0	0.0	4	0.9990	0.8925	0.9970	0.9418	333	0.9988	0.9630	0.65	0.7761	40	0.9453	0.9831	0.8056	0.8855	144	0.9565	1.0	0.8780	0.9351	41	0.9973	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0398	69.0	5244	0.7430	0.8806	0.8645	0.9286	0.8954	378	0.9679	0.7391	0.5484	0.6296	31	0.9795	0.2381	0.4167	0.3030	12	0.9772	0.0	0.0	0.0	15	0.9959	0.0	0.0	0.0	4	0.9990	0.8922	0.9940	0.9403	333	0.9990	0.9630	0.65	0.7761	40	0.9392	0.9911	0.7708	0.8672	144	0.9546	1.0	0.8537	0.9211	41	0.9954	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0777	70.0	5320	0.7456	0.8816	0.8782	0.9153	0.8964	378	0.9667	0.7391	0.5484	0.6296	31	0.9814	0.2174	0.4167	0.2857	12	0.9757	0.0	0.0	0.0	15	0.9957	0.0	0.0	0.0	4	0.9985	0.8853	0.9970	0.9379	333	0.9985	0.9630	0.65	0.7761	40	0.9487	0.9829	0.7986	0.8812	144	0.9525	1.0	0.8537	0.9211	41	0.9962	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0532	71.0	5396	0.7343	0.8757	0.8728	0.9259	0.8986	378	0.9694	0.7391	0.5484	0.6296	31	0.9812	0.2174	0.4167	0.2857	12	0.9762	0.0	0.0	0.0	15	0.9957	0.0	0.0	0.0	4	0.9990	0.8780	0.9940	0.9324	333	0.9983	0.9630	0.65	0.7761	40	0.9474	0.9817	0.7431	0.8458	144	0.9465	1.0	0.8537	0.9211	41	0.9961	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0111	72.0	5472	0.7877	0.8748	0.8685	0.9259	0.8963	378	0.9673	0.7391	0.5484	0.6296	31	0.9788	0.2381	0.4167	0.3030	12	0.9762	0.0	0.0	0.0	15	0.9958	0.0	0.0	0.0	4	0.9968	0.8737	0.9970	0.9313	333	0.9986	0.9630	0.65	0.7761	40	0.9452	0.9906	0.7292	0.84	144	0.9343	1.0	0.8537	0.9211	41	0.9959	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0037	73.0	5548	0.7536	0.8748	0.8722	0.9206	0.8958	378	0.9692	0.7727	0.5484	0.6415	31	0.9823	0.2174	0.4167	0.2857	12	0.9766	0.0	0.0	0.0	15	0.9952	0.0	0.0	0.0	4	0.9985	0.8760	0.9970	0.9326	333	0.9988	0.9630	0.65	0.7761	40	0.9497	0.9725	0.7361	0.8379	144	0.9384	1.0	0.8780	0.9351	41	0.9967	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0097	74.0	5624	0.7384	0.8757	0.8763	0.9180	0.8966	378	0.9683	0.7727	0.5484	0.6415	31	0.9838	0.2174	0.4167	0.2857	12	0.9763	0.0	0.0	0.0	15	0.9953	0.0	0.0	0.0	4	0.9985	0.8737	0.9970	0.9313	333	0.9986	0.9643	0.675	0.7941	40	0.9499	0.9727	0.7431	0.8425	144	0.9446	1.0	0.8780	0.9351	41	0.9967	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0051	75.0	5700	0.7483	0.8748	0.8725	0.9233	0.8972	378	0.9683	0.7391	0.5484	0.6296	31	0.9819	0.2174	0.4167	0.2857	12	0.9772	0.0	0.0	0.0	15	0.9956	0.0	0.0	0.0	4	0.9985	0.8760	0.9970	0.9326	333	0.9987	0.9630	0.65	0.7761	40	0.9486	0.9815	0.7361	0.8413	144	0.9432	1.0	0.8537	0.9211	41	0.9965	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0721	76.0	5776	0.7382	0.8738	0.8722	0.9206	0.8958	378	0.9693	0.7391	0.5484	0.6296	31	0.9829	0.2174	0.4167	0.2857	12	0.9772	0.0	0.0	0.0	15	0.9956	0.0	0.0	0.0	4	0.9988	0.8760	0.9970	0.9326	333	0.9989	0.9630	0.65	0.7761	40	0.9446	0.9725	0.7361	0.8379	144	0.9450	1.0	0.8537	0.9211	41	0.9966	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0283	77.0	5852	0.7529	0.8738	0.8663	0.9259	0.8951	378	0.9693	0.7727	0.5484	0.6415	31	0.9832	0.2174	0.4167	0.2857	12	0.9766	0.0	0.0	0.0	15	0.9958	0.0	0.0	0.0	4	0.9985	0.8760	0.9970	0.9326	333	0.9988	0.9630	0.65	0.7761	40	0.9431	0.9904	0.7153	0.8306	144	0.9383	1.0	0.8780	0.9351	41	0.9967	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0253	78.0	5928	0.7359	0.8816	0.8766	0.9206	0.8981	378	0.9692	0.7391	0.5484	0.6296	31	0.9844	0.2174	0.4167	0.2857	12	0.9759	0.0	0.0	0.0	15	0.9951	0.0	0.0	0.0	4	0.9988	0.8901	0.9970	0.9405	333	0.9989	0.9630	0.65	0.7761	40	0.9453	0.9741	0.7847	0.8692	144	0.9452	1.0	0.8537	0.9211	41	0.9967	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0599	79.0	6004	0.7554	0.8738	0.8722	0.9206	0.8958	378	0.9684	0.7391	0.5484	0.6296	31	0.9809	0.2174	0.4167	0.2857	12	0.9756	0.0	0.0	0.0	15	0.9953	0.0	0.0	0.0	4	0.9985	0.8760	0.9970	0.9326	333	0.9990	0.9630	0.65	0.7761	40	0.9396	0.9722	0.7292	0.8333	144	0.9391	1.0	0.8537	0.9211	41	0.9963	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0461	80.0	6080	0.7447	0.8816	0.8766	0.9206	0.8981	378	0.9688	0.7391	0.5484	0.6296	31	0.9841	0.2174	0.4167	0.2857	12	0.9763	0.0	0.0	0.0	15	0.9952	0.0	0.0	0.0	4	0.9990	0.8901	0.9970	0.9405	333	0.9990	0.9630	0.65	0.7761	40	0.9451	0.9741	0.7847	0.8692	144	0.9410	1.0	0.8537	0.9211	41	0.9967	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0283	81.0	6156	0.7543	0.8748	0.8741	0.9180	0.8955	378	0.9685	0.7727	0.5484	0.6415	31	0.9840	0.2174	0.4167	0.2857	12	0.9760	0.0	0.0	0.0	15	0.9952	0.0	0.0	0.0	4	0.9990	0.8737	0.9970	0.9313	333	0.9989	0.9630	0.65	0.7761	40	0.9480	0.9725	0.7361	0.8379	144	0.9360	1.0	0.8780	0.9351	41	0.9967	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0066	82.0	6232	0.7540	0.8757	0.8725	0.9233	0.8972	378	0.9686	0.7727	0.5484	0.6415	31	0.9837	0.2174	0.4167	0.2857	12	0.9763	0.0	0.0	0.0	15	0.9955	0.0	0.0	0.0	4	0.9985	0.8760	0.9970	0.9326	333	0.9990	0.9630	0.65	0.7761	40	0.9462	0.9813	0.7292	0.8367	144	0.9354	1.0	0.8780	0.9351	41	0.9967	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0333	83.0	6308	0.7430	0.8806	0.8744	0.9206	0.8969	378	0.9687	0.7391	0.5484	0.6296	31	0.9857	0.2174	0.4167	0.2857	12	0.9754	0.0	0.0	0.0	15	0.9950	0.0	0.0	0.0	4	0.9995	0.8901	0.9970	0.9405	333	0.9989	0.9630	0.65	0.7761	40	0.9481	0.9739	0.7778	0.8649	144	0.9386	1.0	0.8537	0.9211	41	0.9967	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0128	84.0	6384	0.7452	0.8738	0.8703	0.9233	0.8960	378	0.9692	0.7391	0.5484	0.6296	31	0.9848	0.2174	0.4167	0.2857	12	0.9761	0.0	0.0	0.0	15	0.9952	0.0	0.0	0.0	4	0.9990	0.8760	0.9970	0.9326	333	0.9990	0.9630	0.65	0.7761	40	0.9478	0.9811	0.7222	0.832	144	0.9373	1.0	0.8537	0.9211	41	0.9966	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0116	85.0	6460	0.7365	0.8777	0.8703	0.9233	0.8960	378	0.9704	0.7391	0.5484	0.6296	31	0.9845	0.2174	0.4167	0.2857	12	0.9766	0.0	0.0	0.0	15	0.9953	0.0	0.0	0.0	4	0.9990	0.8853	0.9970	0.9379	333	0.9990	0.9630	0.65	0.7761	40	0.9457	0.9818	0.75	0.8504	144	0.9385	1.0	0.8537	0.9211	41	0.9966	1.0	1.0	1.0	8	1.0	1.0	1.0	1.0	24	1.0
0.0154	86.0	6536	0.7383	0.8786	0.8682	0.9233	0.8949	378	0.9704	0.7391	0.5484	0.6296	31	0.9826	0.2174	0.4167	0.2857	12	0.9764	0.0	0.0	0.0	15	0.9956	0.0	0.0	0.0	4	0.9990	0.8901	0.9970	0.9405	333	0.9991	0.9630	0.65	0.7761	40	0.9454	0.9821	0.7639	0.8594	144	0.9384	1.0	0.8537	0.9211	41	0.9964	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0196	87.0	6612	0.7370	0.8796	0.8682	0.9233	0.8949	378	0.9702	0.7391	0.5484	0.6296	31	0.9834	0.2174	0.4167	0.2857	12	0.9764	0.0	0.0	0.0	15	0.9957	0.0	0.0	0.0	4	0.9990	0.8925	0.9970	0.9418	333	0.9991	0.9630	0.65	0.7761	40	0.9466	0.9823	0.7708	0.8638	144	0.9398	1.0	0.8537	0.9211	41	0.9965	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0273	88.0	6688	0.7395	0.8796	0.8682	0.9233	0.8949	378	0.9701	0.7391	0.5484	0.6296	31	0.9829	0.2174	0.4167	0.2857	12	0.9764	0.0	0.0	0.0	15	0.9957	0.0	0.0	0.0	4	0.9990	0.8925	0.9970	0.9418	333	0.9991	0.9630	0.65	0.7761	40	0.9461	0.9823	0.7708	0.8638	144	0.9396	1.0	0.8537	0.9211	41	0.9963	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0745	89.0	6764	0.7383	0.8796	0.8682	0.9233	0.8949	378	0.9700	0.7391	0.5484	0.6296	31	0.9840	0.2174	0.4167	0.2857	12	0.9763	0.0	0.0	0.0	15	0.9956	0.0	0.0	0.0	4	0.9990	0.8925	0.9970	0.9418	333	0.9991	0.9630	0.65	0.7761	40	0.9465	0.9823	0.7708	0.8638	144	0.9407	1.0	0.8537	0.9211	41	0.9965	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0035	90.0	6840	0.7408	0.8796	0.8682	0.9233	0.8949	378	0.9700	0.7391	0.5484	0.6296	31	0.9831	0.2174	0.4167	0.2857	12	0.9762	0.0	0.0	0.0	15	0.9957	0.0	0.0	0.0	4	0.9990	0.8925	0.9970	0.9418	333	0.9991	0.9630	0.65	0.7761	40	0.9457	0.9823	0.7708	0.8638	144	0.9393	1.0	0.8537	0.9211	41	0.9964	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0103	91.0	6916	0.7423	0.8786	0.8682	0.9233	0.8949	378	0.9699	0.7391	0.5484	0.6296	31	0.9839	0.2174	0.4167	0.2857	12	0.9763	0.0	0.0	0.0	15	0.9956	0.0	0.0	0.0	4	0.9990	0.8901	0.9970	0.9405	333	0.9991	0.9630	0.65	0.7761	40	0.9464	0.9821	0.7639	0.8594	144	0.9386	1.0	0.8537	0.9211	41	0.9965	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0072	92.0	6992	0.7467	0.8786	0.8682	0.9233	0.8949	378	0.9696	0.7391	0.5484	0.6296	31	0.9837	0.2174	0.4167	0.2857	12	0.9762	0.0	0.0	0.0	15	0.9955	0.0	0.0	0.0	4	0.9990	0.8901	0.9970	0.9405	333	0.9991	0.9630	0.65	0.7761	40	0.9460	0.9821	0.7639	0.8594	144	0.9382	1.0	0.8537	0.9211	41	0.9963	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0062	93.0	7068	0.7469	0.8796	0.8682	0.9233	0.8949	378	0.9696	0.7391	0.5484	0.6296	31	0.9837	0.2174	0.4167	0.2857	12	0.9762	0.0	0.0	0.0	15	0.9955	0.0	0.0	0.0	4	0.9990	0.8925	0.9970	0.9418	333	0.9991	0.9630	0.65	0.7761	40	0.9458	0.9823	0.7708	0.8638	144	0.9382	1.0	0.8537	0.9211	41	0.9963	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0013	94.0	7144	0.7456	0.8786	0.8682	0.9233	0.8949	378	0.9697	0.7391	0.5484	0.6296	31	0.9837	0.2174	0.4167	0.2857	12	0.9762	0.0	0.0	0.0	15	0.9955	0.0	0.0	0.0	4	0.9990	0.8901	0.9970	0.9405	333	0.9991	0.9630	0.65	0.7761	40	0.9455	0.9821	0.7639	0.8594	144	0.9382	1.0	0.8537	0.9211	41	0.9963	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0501	95.0	7220	0.7442	0.8786	0.8682	0.9233	0.8949	378	0.9699	0.7391	0.5484	0.6296	31	0.9836	0.2174	0.4167	0.2857	12	0.9763	0.0	0.0	0.0	15	0.9955	0.0	0.0	0.0	4	0.9990	0.8901	0.9970	0.9405	333	0.9991	0.9630	0.65	0.7761	40	0.9455	0.9821	0.7639	0.8594	144	0.9382	1.0	0.8537	0.9211	41	0.9964	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.005	96.0	7296	0.7438	0.8786	0.8682	0.9233	0.8949	378	0.9700	0.7391	0.5484	0.6296	31	0.9837	0.2174	0.4167	0.2857	12	0.9762	0.0	0.0	0.0	15	0.9956	0.0	0.0	0.0	4	0.9990	0.8901	0.9970	0.9405	333	0.9991	0.9630	0.65	0.7761	40	0.9454	0.9821	0.7639	0.8594	144	0.9383	1.0	0.8537	0.9211	41	0.9964	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0075	97.0	7372	0.7435	0.8786	0.8682	0.9233	0.8949	378	0.9700	0.7391	0.5484	0.6296	31	0.9835	0.2174	0.4167	0.2857	12	0.9763	0.0	0.0	0.0	15	0.9956	0.0	0.0	0.0	4	0.9990	0.8901	0.9970	0.9405	333	0.9991	0.9630	0.65	0.7761	40	0.9453	0.9821	0.7639	0.8594	144	0.9382	1.0	0.8537	0.9211	41	0.9964	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0035	98.0	7448	0.7434	0.8786	0.8682	0.9233	0.8949	378	0.9700	0.7391	0.5484	0.6296	31	0.9836	0.2174	0.4167	0.2857	12	0.9762	0.0	0.0	0.0	15	0.9956	0.0	0.0	0.0	4	0.9990	0.8901	0.9970	0.9405	333	0.9991	0.9630	0.65	0.7761	40	0.9453	0.9821	0.7639	0.8594	144	0.9382	1.0	0.8537	0.9211	41	0.9964	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0014	99.0	7524	0.7435	0.8786	0.8682	0.9233	0.8949	378	0.9700	0.7391	0.5484	0.6296	31	0.9836	0.2174	0.4167	0.2857	12	0.9762	0.0	0.0	0.0	15	0.9956	0.0	0.0	0.0	4	0.9990	0.8901	0.9970	0.9405	333	0.9991	0.9630	0.65	0.7761	40	0.9453	0.9821	0.7639	0.8594	144	0.9382	1.0	0.8537	0.9211	41	0.9964	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0
0.0369	100.0	7600	0.7435	0.8786	0.8682	0.9233	0.8949	378	0.9700	0.7391	0.5484	0.6296	31	0.9836	0.2174	0.4167	0.2857	12	0.9762	0.0	0.0	0.0	15	0.9956	0.0	0.0	0.0	4	0.9990	0.8901	0.9970	0.9405	333	0.9991	0.9630	0.65	0.7761	40	0.9453	0.9821	0.7639	0.8594	144	0.9382	1.0	0.8537	0.9211	41	0.9964	1.0	1.0	1.0	8	1.0	1.0	0.9583	0.9787	24	1.0

Framework versions

Transformers 4.48.1
Pytorch 2.5.1+cu124
Datasets 3.2.0
Tokenizers 0.21.0

bolu61/logsegmenter

log-segment-tagger

Training procedure

Training hyperparameters

Training results

Framework versions

bolu61/
logsegmenter