Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask1_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.6667
• Qwk: 0.6433
• Mse: 0.6667
• Rmse: 0.8165

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0213	2	4.6011	-0.0130	4.6011	2.1450
No log	0.0426	4	3.2824	0.0520	3.2824	1.8117
No log	0.0638	6	1.9661	0.0682	1.9661	1.4022
No log	0.0851	8	1.1807	0.2046	1.1807	1.0866
No log	0.1064	10	1.0563	0.2225	1.0563	1.0278
No log	0.1277	12	1.1146	0.0835	1.1146	1.0558
No log	0.1489	14	1.2072	0.0056	1.2072	1.0987
No log	0.1702	16	1.1678	-0.0009	1.1678	1.0807
No log	0.1915	18	1.1321	0.0667	1.1321	1.0640
No log	0.2128	20	1.1198	0.0607	1.1198	1.0582
No log	0.2340	22	1.1916	0.0556	1.1916	1.0916
No log	0.2553	24	1.1040	0.1147	1.1040	1.0507
No log	0.2766	26	1.0016	0.2488	1.0016	1.0008
No log	0.2979	28	0.8825	0.3530	0.8825	0.9394
No log	0.3191	30	0.8457	0.4147	0.8457	0.9196
No log	0.3404	32	0.8724	0.4057	0.8724	0.9340
No log	0.3617	34	1.0030	0.2388	1.0030	1.0015
No log	0.3830	36	0.8841	0.3522	0.8841	0.9402
No log	0.4043	38	0.7590	0.4789	0.7590	0.8712
No log	0.4255	40	0.8675	0.4957	0.8675	0.9314
No log	0.4468	42	0.9265	0.4242	0.9265	0.9626
No log	0.4681	44	0.7118	0.5061	0.7118	0.8437
No log	0.4894	46	0.7009	0.5067	0.7009	0.8372
No log	0.5106	48	0.6875	0.4965	0.6875	0.8292
No log	0.5319	50	0.6812	0.5605	0.6812	0.8254
No log	0.5532	52	0.8107	0.5208	0.8107	0.9004
No log	0.5745	54	0.8557	0.4925	0.8557	0.9250
No log	0.5957	56	0.7238	0.5508	0.7238	0.8508
No log	0.6170	58	0.6723	0.4795	0.6723	0.8200
No log	0.6383	60	0.7394	0.4332	0.7394	0.8599
No log	0.6596	62	0.7833	0.4235	0.7833	0.8850
No log	0.6809	64	0.7862	0.4228	0.7862	0.8867
No log	0.7021	66	0.7369	0.4406	0.7369	0.8584
No log	0.7234	68	0.7004	0.4956	0.7004	0.8369
No log	0.7447	70	0.7542	0.5203	0.7542	0.8684
No log	0.7660	72	0.8572	0.4119	0.8572	0.9259
No log	0.7872	74	0.8165	0.4601	0.8165	0.9036
No log	0.8085	76	0.6880	0.5688	0.6880	0.8294
No log	0.8298	78	0.6504	0.5366	0.6504	0.8065
No log	0.8511	80	0.7247	0.5608	0.7247	0.8513
No log	0.8723	82	0.6793	0.4669	0.6793	0.8242
No log	0.8936	84	0.6255	0.5252	0.6255	0.7909
No log	0.9149	86	0.5903	0.6213	0.5903	0.7683
No log	0.9362	88	0.6328	0.6326	0.6328	0.7955
No log	0.9574	90	0.6551	0.6542	0.6551	0.8094
No log	0.9787	92	0.6216	0.6520	0.6216	0.7884
No log	1.0	94	0.6305	0.6538	0.6305	0.7940
No log	1.0213	96	0.6252	0.6506	0.6252	0.7907
No log	1.0426	98	0.6234	0.6526	0.6234	0.7896
No log	1.0638	100	0.6365	0.6593	0.6365	0.7978
No log	1.0851	102	0.6154	0.6523	0.6154	0.7845
No log	1.1064	104	0.6781	0.6198	0.6781	0.8234
No log	1.1277	106	0.7841	0.5835	0.7841	0.8855
No log	1.1489	108	0.7073	0.5829	0.7073	0.8410
No log	1.1702	110	0.5974	0.5938	0.5974	0.7729
No log	1.1915	112	0.6726	0.5203	0.6726	0.8201
No log	1.2128	114	0.8052	0.4815	0.8052	0.8974
No log	1.2340	116	0.7820	0.4891	0.7820	0.8843
No log	1.2553	118	0.6790	0.5238	0.6790	0.8240
No log	1.2766	120	0.6088	0.5456	0.6088	0.7803
No log	1.2979	122	0.6219	0.6092	0.6219	0.7886
No log	1.3191	124	0.6342	0.6209	0.6342	0.7964
No log	1.3404	126	0.6241	0.6121	0.6241	0.7900
No log	1.3617	128	0.5806	0.6191	0.5806	0.7620
No log	1.3830	130	0.6536	0.6210	0.6536	0.8085
No log	1.4043	132	0.9555	0.4589	0.9555	0.9775
No log	1.4255	134	1.0672	0.3720	1.0672	1.0331
No log	1.4468	136	1.0365	0.3435	1.0365	1.0181
No log	1.4681	138	0.8993	0.3783	0.8993	0.9483
No log	1.4894	140	0.8859	0.3229	0.8859	0.9412
No log	1.5106	142	0.8286	0.3855	0.8286	0.9103
No log	1.5319	144	0.7998	0.4451	0.7998	0.8943
No log	1.5532	146	0.7844	0.5464	0.7844	0.8857
No log	1.5745	148	0.7683	0.5713	0.7683	0.8765
No log	1.5957	150	0.6882	0.6257	0.6882	0.8296
No log	1.6170	152	0.6353	0.6206	0.6353	0.7971
No log	1.6383	154	0.6606	0.6005	0.6606	0.8128
No log	1.6596	156	0.6695	0.5965	0.6695	0.8182
No log	1.6809	158	0.6806	0.5771	0.6806	0.8250
No log	1.7021	160	0.6306	0.5992	0.6306	0.7941
No log	1.7234	162	0.6279	0.6086	0.6279	0.7924
No log	1.7447	164	0.7012	0.6250	0.7012	0.8374
No log	1.7660	166	0.6733	0.6287	0.6733	0.8206
No log	1.7872	168	0.6549	0.6283	0.6549	0.8093
No log	1.8085	170	0.6098	0.6182	0.6098	0.7809
No log	1.8298	172	0.6014	0.5985	0.6014	0.7755
No log	1.8511	174	0.6239	0.6320	0.6239	0.7899
No log	1.8723	176	0.6345	0.6214	0.6345	0.7965
No log	1.8936	178	0.6405	0.6285	0.6405	0.8003
No log	1.9149	180	0.6404	0.6150	0.6404	0.8002
No log	1.9362	182	0.6442	0.6254	0.6442	0.8026
No log	1.9574	184	0.7950	0.5755	0.7950	0.8916
No log	1.9787	186	1.1361	0.3956	1.1361	1.0659
No log	2.0	188	1.2258	0.3503	1.2258	1.1071
No log	2.0213	190	1.0458	0.3980	1.0458	1.0227
No log	2.0426	192	0.8446	0.4282	0.8446	0.9190
No log	2.0638	194	0.6947	0.5981	0.6947	0.8335
No log	2.0851	196	0.6372	0.6028	0.6372	0.7982
No log	2.1064	198	0.6280	0.6104	0.6280	0.7925
No log	2.1277	200	0.6310	0.6250	0.6310	0.7943
No log	2.1489	202	0.6294	0.6222	0.6294	0.7934
No log	2.1702	204	0.7036	0.6227	0.7036	0.8388
No log	2.1915	206	0.7784	0.6216	0.7784	0.8823
No log	2.2128	208	0.7300	0.6043	0.7300	0.8544
No log	2.2340	210	0.6556	0.6237	0.6556	0.8097
No log	2.2553	212	0.6144	0.6221	0.6144	0.7838
No log	2.2766	214	0.6504	0.5894	0.6504	0.8065
No log	2.2979	216	0.6702	0.5827	0.6702	0.8187
No log	2.3191	218	0.6751	0.5840	0.6751	0.8216
No log	2.3404	220	0.6633	0.6093	0.6633	0.8144
No log	2.3617	222	0.6619	0.6176	0.6619	0.8136
No log	2.3830	224	0.6634	0.6279	0.6634	0.8145
No log	2.4043	226	0.6707	0.6450	0.6707	0.8190
No log	2.4255	228	0.6716	0.6385	0.6716	0.8195
No log	2.4468	230	0.6763	0.6391	0.6763	0.8224
No log	2.4681	232	0.6782	0.6233	0.6782	0.8235
No log	2.4894	234	0.6511	0.6325	0.6511	0.8069
No log	2.5106	236	0.6557	0.6074	0.6557	0.8097
No log	2.5319	238	0.6393	0.6103	0.6393	0.7995
No log	2.5532	240	0.6304	0.6221	0.6304	0.7940
No log	2.5745	242	0.6606	0.6053	0.6606	0.8128
No log	2.5957	244	0.6770	0.6027	0.6770	0.8228
No log	2.6170	246	0.6948	0.5902	0.6948	0.8336
No log	2.6383	248	0.7188	0.5365	0.7188	0.8478
No log	2.6596	250	0.7179	0.5297	0.7179	0.8473
No log	2.6809	252	0.7077	0.5114	0.7077	0.8413
No log	2.7021	254	0.7202	0.4760	0.7202	0.8486
No log	2.7234	256	0.7157	0.5218	0.7157	0.8460
No log	2.7447	258	0.7250	0.4985	0.7250	0.8515
No log	2.7660	260	0.7414	0.4672	0.7414	0.8611
No log	2.7872	262	0.7281	0.5246	0.7281	0.8533
No log	2.8085	264	0.6869	0.5770	0.6869	0.8288
No log	2.8298	266	0.6551	0.6273	0.6551	0.8094
No log	2.8511	268	0.6521	0.5898	0.6521	0.8076
No log	2.8723	270	0.6419	0.6048	0.6419	0.8012
No log	2.8936	272	0.6892	0.6135	0.6892	0.8302
No log	2.9149	274	0.7560	0.6146	0.7560	0.8695
No log	2.9362	276	0.8069	0.5950	0.8069	0.8983
No log	2.9574	278	0.7911	0.5914	0.7911	0.8894
No log	2.9787	280	0.7332	0.5966	0.7332	0.8563
No log	3.0	282	0.6691	0.6253	0.6691	0.8180
No log	3.0213	284	0.6626	0.6169	0.6626	0.8140
No log	3.0426	286	0.6698	0.6126	0.6698	0.8184
No log	3.0638	288	0.6970	0.6105	0.6970	0.8349
No log	3.0851	290	0.6985	0.6107	0.6985	0.8358
No log	3.1064	292	0.6962	0.6015	0.6962	0.8344
No log	3.1277	294	0.6835	0.6237	0.6835	0.8267
No log	3.1489	296	0.6679	0.6386	0.6679	0.8172
No log	3.1702	298	0.6975	0.6138	0.6975	0.8351
No log	3.1915	300	0.7007	0.6205	0.7007	0.8371
No log	3.2128	302	0.6743	0.6477	0.6743	0.8211
No log	3.2340	304	0.6641	0.6378	0.6641	0.8149
No log	3.2553	306	0.6517	0.6315	0.6517	0.8073
No log	3.2766	308	0.6556	0.6098	0.6556	0.8097
No log	3.2979	310	0.6434	0.5795	0.6434	0.8021
No log	3.3191	312	0.6396	0.5893	0.6396	0.7998
No log	3.3404	314	0.6305	0.5958	0.6305	0.7940
No log	3.3617	316	0.6971	0.5878	0.6971	0.8349
No log	3.3830	318	0.7896	0.5721	0.7896	0.8886
No log	3.4043	320	0.8329	0.5486	0.8329	0.9126
No log	3.4255	322	0.7943	0.5962	0.7943	0.8913
No log	3.4468	324	0.7452	0.6553	0.7452	0.8633
No log	3.4681	326	0.7798	0.6321	0.7798	0.8831
No log	3.4894	328	0.8802	0.5897	0.8802	0.9382
No log	3.5106	330	0.8360	0.6082	0.8360	0.9144
No log	3.5319	332	0.7359	0.6427	0.7359	0.8579
No log	3.5532	334	0.8466	0.6078	0.8466	0.9201
No log	3.5745	336	0.9724	0.5460	0.9724	0.9861
No log	3.5957	338	0.9895	0.5211	0.9895	0.9947
No log	3.6170	340	0.8477	0.5491	0.8477	0.9207
No log	3.6383	342	0.7006	0.5950	0.7006	0.8370
No log	3.6596	344	0.6216	0.6164	0.6216	0.7884
No log	3.6809	346	0.6513	0.5956	0.6513	0.8070
No log	3.7021	348	0.6241	0.6333	0.6241	0.7900
No log	3.7234	350	0.5882	0.6197	0.5882	0.7669
No log	3.7447	352	0.5759	0.6140	0.5759	0.7589
No log	3.7660	354	0.5696	0.6710	0.5696	0.7547
No log	3.7872	356	0.5612	0.6900	0.5612	0.7491
No log	3.8085	358	0.5667	0.6774	0.5667	0.7528
No log	3.8298	360	0.5749	0.6742	0.5749	0.7582
No log	3.8511	362	0.5775	0.6732	0.5775	0.7599
No log	3.8723	364	0.6209	0.6341	0.6209	0.7880
No log	3.8936	366	0.6004	0.6481	0.6004	0.7748
No log	3.9149	368	0.5670	0.6645	0.5670	0.7530
No log	3.9362	370	0.6095	0.6327	0.6095	0.7807
No log	3.9574	372	0.6158	0.6023	0.6158	0.7847
No log	3.9787	374	0.6071	0.6210	0.6071	0.7792
No log	4.0	376	0.6238	0.6593	0.6238	0.7898
No log	4.0213	378	0.6253	0.6731	0.6253	0.7908
No log	4.0426	380	0.6482	0.6699	0.6482	0.8051
No log	4.0638	382	0.6851	0.6560	0.6851	0.8277
No log	4.0851	384	0.7548	0.6403	0.7548	0.8688
No log	4.1064	386	0.7472	0.6452	0.7472	0.8644
No log	4.1277	388	0.7126	0.6517	0.7126	0.8441
No log	4.1489	390	0.6584	0.6605	0.6584	0.8114
No log	4.1702	392	0.7015	0.6505	0.7015	0.8376
No log	4.1915	394	0.7277	0.5443	0.7277	0.8531
No log	4.2128	396	0.6563	0.5817	0.6563	0.8101
No log	4.2340	398	0.6444	0.5936	0.6444	0.8027
No log	4.2553	400	0.6993	0.5648	0.6993	0.8362
No log	4.2766	402	0.7035	0.5649	0.7035	0.8387
No log	4.2979	404	0.6504	0.6039	0.6504	0.8065
No log	4.3191	406	0.6041	0.6437	0.6041	0.7772
No log	4.3404	408	0.5917	0.6467	0.5917	0.7692
No log	4.3617	410	0.5942	0.6496	0.5942	0.7709
No log	4.3830	412	0.6032	0.6588	0.6032	0.7767
No log	4.4043	414	0.6288	0.6544	0.6288	0.7930
No log	4.4255	416	0.6589	0.6620	0.6589	0.8117
No log	4.4468	418	0.6874	0.6754	0.6874	0.8291
No log	4.4681	420	0.7078	0.6630	0.7078	0.8413
No log	4.4894	422	0.7347	0.6532	0.7347	0.8571
No log	4.5106	424	0.7758	0.6466	0.7758	0.8808
No log	4.5319	426	0.7982	0.6247	0.7982	0.8934
No log	4.5532	428	0.7033	0.6640	0.7033	0.8386
No log	4.5745	430	0.6453	0.6975	0.6453	0.8033
No log	4.5957	432	0.6338	0.6879	0.6338	0.7961
No log	4.6170	434	0.6126	0.6433	0.6126	0.7827
No log	4.6383	436	0.6257	0.6215	0.6257	0.7910
No log	4.6596	438	0.6470	0.5778	0.6470	0.8044
No log	4.6809	440	0.6675	0.5998	0.6675	0.8170
No log	4.7021	442	0.6899	0.6040	0.6899	0.8306
No log	4.7234	444	0.6811	0.6006	0.6811	0.8253
No log	4.7447	446	0.6641	0.6373	0.6641	0.8149
No log	4.7660	448	0.6858	0.6655	0.6858	0.8281
No log	4.7872	450	0.7848	0.6417	0.7848	0.8859
No log	4.8085	452	0.8174	0.6618	0.8174	0.9041
No log	4.8298	454	0.7901	0.6370	0.7901	0.8889
No log	4.8511	456	0.8145	0.6291	0.8145	0.9025
No log	4.8723	458	0.9282	0.5547	0.9282	0.9634
No log	4.8936	460	0.8652	0.5602	0.8652	0.9302
No log	4.9149	462	0.7365	0.6256	0.7365	0.8582
No log	4.9362	464	0.7289	0.6270	0.7289	0.8537
No log	4.9574	466	0.7346	0.6143	0.7346	0.8571
No log	4.9787	468	0.6780	0.5939	0.6780	0.8234
No log	5.0	470	0.6883	0.6095	0.6883	0.8297
No log	5.0213	472	0.7020	0.5787	0.7020	0.8379
No log	5.0426	474	0.7163	0.5918	0.7163	0.8463
No log	5.0638	476	0.7140	0.6212	0.7140	0.8450
No log	5.0851	478	0.6904	0.6557	0.6904	0.8309
No log	5.1064	480	0.6475	0.6573	0.6475	0.8047
No log	5.1277	482	0.6344	0.6511	0.6344	0.7965
No log	5.1489	484	0.6333	0.6425	0.6333	0.7958
No log	5.1702	486	0.6550	0.6647	0.6550	0.8093
No log	5.1915	488	0.7040	0.6554	0.7040	0.8390
No log	5.2128	490	0.7327	0.6312	0.7327	0.8560
No log	5.2340	492	0.7168	0.6331	0.7168	0.8466
No log	5.2553	494	0.6880	0.6400	0.6880	0.8295
No log	5.2766	496	0.6859	0.6206	0.6859	0.8282
No log	5.2979	498	0.7342	0.5985	0.7342	0.8569
0.5882	5.3191	500	0.7525	0.5955	0.7525	0.8675
0.5882	5.3404	502	0.7574	0.6107	0.7574	0.8703
0.5882	5.3617	504	0.7600	0.6038	0.7600	0.8718
0.5882	5.3830	506	0.7874	0.6226	0.7874	0.8873
0.5882	5.4043	508	0.8044	0.6136	0.8044	0.8969
0.5882	5.4255	510	0.7406	0.6350	0.7406	0.8606
0.5882	5.4468	512	0.6985	0.6379	0.6985	0.8358
0.5882	5.4681	514	0.6793	0.6511	0.6793	0.8242
0.5882	5.4894	516	0.6554	0.6402	0.6554	0.8096
0.5882	5.5106	518	0.6603	0.6091	0.6603	0.8126
0.5882	5.5319	520	0.7317	0.5657	0.7317	0.8554
0.5882	5.5532	522	0.7401	0.5562	0.7401	0.8603
0.5882	5.5745	524	0.6696	0.6008	0.6696	0.8183
0.5882	5.5957	526	0.6124	0.6109	0.6124	0.7826
0.5882	5.6170	528	0.6421	0.6275	0.6421	0.8013
0.5882	5.6383	530	0.6715	0.6012	0.6715	0.8195
0.5882	5.6596	532	0.6531	0.6194	0.6531	0.8081
0.5882	5.6809	534	0.6760	0.6217	0.6760	0.8222
0.5882	5.7021	536	0.6910	0.6318	0.6910	0.8312
0.5882	5.7234	538	0.7000	0.6497	0.7000	0.8367
0.5882	5.7447	540	0.7275	0.6390	0.7275	0.8529
0.5882	5.7660	542	0.7572	0.6342	0.7572	0.8702
0.5882	5.7872	544	0.7809	0.6511	0.7809	0.8837
0.5882	5.8085	546	0.7246	0.6715	0.7246	0.8513
0.5882	5.8298	548	0.6685	0.6735	0.6685	0.8176
0.5882	5.8511	550	0.6680	0.6684	0.6680	0.8173
0.5882	5.8723	552	0.6343	0.6720	0.6343	0.7964
0.5882	5.8936	554	0.6347	0.6975	0.6347	0.7967
0.5882	5.9149	556	0.6887	0.6800	0.6887	0.8299
0.5882	5.9362	558	0.6548	0.6938	0.6548	0.8092
0.5882	5.9574	560	0.6273	0.6984	0.6273	0.7921
0.5882	5.9787	562	0.6156	0.6832	0.6156	0.7846
0.5882	6.0	564	0.6039	0.6693	0.6039	0.7771
0.5882	6.0213	566	0.6129	0.6720	0.6129	0.7829
0.5882	6.0426	568	0.6878	0.6310	0.6878	0.8293
0.5882	6.0638	570	0.7679	0.6236	0.7679	0.8763
0.5882	6.0851	572	0.7397	0.6237	0.7397	0.8601
0.5882	6.1064	574	0.6608	0.6380	0.6608	0.8129
0.5882	6.1277	576	0.6414	0.6640	0.6414	0.8009
0.5882	6.1489	578	0.6480	0.6080	0.6480	0.8050
0.5882	6.1702	580	0.6583	0.6123	0.6583	0.8113
0.5882	6.1915	582	0.6697	0.5792	0.6697	0.8183
0.5882	6.2128	584	0.6917	0.6040	0.6917	0.8317
0.5882	6.2340	586	0.6981	0.6272	0.6981	0.8355
0.5882	6.2553	588	0.6934	0.6430	0.6934	0.8327
0.5882	6.2766	590	0.6928	0.6473	0.6928	0.8323
0.5882	6.2979	592	0.7078	0.6548	0.7078	0.8413
0.5882	6.3191	594	0.7550	0.6486	0.7550	0.8689
0.5882	6.3404	596	0.7526	0.6450	0.7526	0.8675
0.5882	6.3617	598	0.7334	0.6503	0.7334	0.8564
0.5882	6.3830	600	0.7070	0.6349	0.7070	0.8408
0.5882	6.4043	602	0.6826	0.5850	0.6826	0.8262
0.5882	6.4255	604	0.6849	0.5767	0.6849	0.8276
0.5882	6.4468	606	0.6653	0.5882	0.6653	0.8157
0.5882	6.4681	608	0.6925	0.6213	0.6925	0.8322
0.5882	6.4894	610	0.6967	0.6034	0.6967	0.8347
0.5882	6.5106	612	0.7233	0.6031	0.7233	0.8505
0.5882	6.5319	614	0.7278	0.6031	0.7278	0.8531
0.5882	6.5532	616	0.7358	0.6048	0.7358	0.8578
0.5882	6.5745	618	0.7453	0.6207	0.7453	0.8633
0.5882	6.5957	620	0.7767	0.6296	0.7767	0.8813
0.5882	6.6170	622	0.7896	0.6385	0.7896	0.8886
0.5882	6.6383	624	0.8024	0.6352	0.8024	0.8958
0.5882	6.6596	626	0.7637	0.6396	0.7637	0.8739
0.5882	6.6809	628	0.7250	0.6292	0.7250	0.8514
0.5882	6.7021	630	0.7232	0.5939	0.7232	0.8504
0.5882	6.7234	632	0.7058	0.6072	0.7058	0.8401
0.5882	6.7447	634	0.6916	0.6352	0.6916	0.8316
0.5882	6.7660	636	0.6881	0.6492	0.6881	0.8295
0.5882	6.7872	638	0.7545	0.6324	0.7545	0.8686
0.5882	6.8085	640	0.8060	0.6157	0.8060	0.8978
0.5882	6.8298	642	0.7363	0.6466	0.7363	0.8581
0.5882	6.8511	644	0.6779	0.6474	0.6779	0.8233
0.5882	6.8723	646	0.6622	0.6474	0.6622	0.8138
0.5882	6.8936	648	0.6494	0.6429	0.6494	0.8059
0.5882	6.9149	650	0.6368	0.6133	0.6368	0.7980
0.5882	6.9362	652	0.7086	0.6000	0.7086	0.8418
0.5882	6.9574	654	0.7064	0.5862	0.7064	0.8405
0.5882	6.9787	656	0.6361	0.5815	0.6361	0.7975
0.5882	7.0	658	0.6296	0.6256	0.6296	0.7935
0.5882	7.0213	660	0.6449	0.6484	0.6449	0.8031
0.5882	7.0426	662	0.6450	0.6855	0.6450	0.8031
0.5882	7.0638	664	0.6610	0.6767	0.6610	0.8130
0.5882	7.0851	666	0.6932	0.6902	0.6932	0.8326
0.5882	7.1064	668	0.7094	0.6720	0.7094	0.8423
0.5882	7.1277	670	0.7132	0.6615	0.7132	0.8445
0.5882	7.1489	672	0.7391	0.6624	0.7391	0.8597
0.5882	7.1702	674	0.7891	0.5748	0.7891	0.8883
0.5882	7.1915	676	0.7696	0.5673	0.7696	0.8773
0.5882	7.2128	678	0.7029	0.6244	0.7029	0.8384
0.5882	7.2340	680	0.6711	0.6426	0.6711	0.8192
0.5882	7.2553	682	0.6786	0.6275	0.6786	0.8238
0.5882	7.2766	684	0.6657	0.6266	0.6657	0.8159
0.5882	7.2979	686	0.6712	0.6145	0.6712	0.8192
0.5882	7.3191	688	0.6621	0.6029	0.6621	0.8137
0.5882	7.3404	690	0.6381	0.6124	0.6381	0.7988
0.5882	7.3617	692	0.6215	0.6182	0.6215	0.7884
0.5882	7.3830	694	0.6251	0.6317	0.6251	0.7906
0.5882	7.4043	696	0.6385	0.6427	0.6385	0.7990
0.5882	7.4255	698	0.6352	0.6389	0.6352	0.7970
0.5882	7.4468	700	0.6557	0.6613	0.6557	0.8098
0.5882	7.4681	702	0.6615	0.6642	0.6615	0.8133
0.5882	7.4894	704	0.7353	0.6211	0.7353	0.8575
0.5882	7.5106	706	0.7397	0.6287	0.7397	0.8600
0.5882	7.5319	708	0.7042	0.6549	0.7042	0.8392
0.5882	7.5532	710	0.7286	0.6751	0.7286	0.8536
0.5882	7.5745	712	0.8023	0.6495	0.8023	0.8957
0.5882	7.5957	714	0.7639	0.6766	0.7639	0.8740
0.5882	7.6170	716	0.7320	0.6472	0.7320	0.8556
0.5882	7.6383	718	0.8053	0.5645	0.8053	0.8974
0.5882	7.6596	720	0.8398	0.5601	0.8398	0.9164
0.5882	7.6809	722	0.7635	0.5911	0.7635	0.8738
0.5882	7.7021	724	0.7394	0.6039	0.7394	0.8599
0.5882	7.7234	726	0.6849	0.6492	0.6849	0.8276
0.5882	7.7447	728	0.6689	0.6739	0.6689	0.8178
0.5882	7.7660	730	0.6764	0.6725	0.6764	0.8224
0.5882	7.7872	732	0.6560	0.6818	0.6560	0.8099
0.5882	7.8085	734	0.6328	0.6527	0.6328	0.7955
0.5882	7.8298	736	0.6552	0.6323	0.6552	0.8094
0.5882	7.8511	738	0.7043	0.6346	0.7043	0.8392
0.5882	7.8723	740	0.7077	0.6472	0.7077	0.8413
0.5882	7.8936	742	0.6690	0.6692	0.6690	0.8179
0.5882	7.9149	744	0.6724	0.6736	0.6724	0.8200
0.5882	7.9362	746	0.6626	0.6580	0.6626	0.8140
0.5882	7.9574	748	0.6579	0.6527	0.6579	0.8111
0.5882	7.9787	750	0.6411	0.6517	0.6411	0.8007
0.5882	8.0	752	0.6339	0.6512	0.6339	0.7962
0.5882	8.0213	754	0.6477	0.6367	0.6477	0.8048
0.5882	8.0426	756	0.6513	0.6340	0.6513	0.8070
0.5882	8.0638	758	0.6481	0.6417	0.6481	0.8051
0.5882	8.0851	760	0.6840	0.6517	0.6840	0.8271
0.5882	8.1064	762	0.7264	0.6658	0.7264	0.8523
0.5882	8.1277	764	0.7793	0.6366	0.7793	0.8828
0.5882	8.1489	766	0.7833	0.6286	0.7833	0.8850
0.5882	8.1702	768	0.7399	0.6285	0.7399	0.8602
0.5882	8.1915	770	0.7008	0.6085	0.7008	0.8371
0.5882	8.2128	772	0.6894	0.6246	0.6894	0.8303
0.5882	8.2340	774	0.6835	0.6367	0.6835	0.8267
0.5882	8.2553	776	0.6858	0.6165	0.6858	0.8281
0.5882	8.2766	778	0.6930	0.6029	0.6930	0.8324
0.5882	8.2979	780	0.7067	0.6295	0.7067	0.8407
0.5882	8.3191	782	0.6861	0.6290	0.6861	0.8283
0.5882	8.3404	784	0.6875	0.6977	0.6875	0.8292
0.5882	8.3617	786	0.6682	0.7040	0.6682	0.8175
0.5882	8.3830	788	0.6579	0.6750	0.6579	0.8111
0.5882	8.4043	790	0.6766	0.6404	0.6766	0.8226
0.5882	8.4255	792	0.6473	0.6415	0.6473	0.8045
0.5882	8.4468	794	0.6345	0.6294	0.6345	0.7965
0.5882	8.4681	796	0.6401	0.6413	0.6401	0.8000
0.5882	8.4894	798	0.6429	0.6255	0.6429	0.8018
0.5882	8.5106	800	0.6175	0.6440	0.6175	0.7858
0.5882	8.5319	802	0.6098	0.6334	0.6098	0.7809
0.5882	8.5532	804	0.6220	0.6398	0.6220	0.7886
0.5882	8.5745	806	0.6661	0.6218	0.6661	0.8161
0.5882	8.5957	808	0.6871	0.6179	0.6871	0.8289
0.5882	8.6170	810	0.6599	0.6306	0.6599	0.8124
0.5882	8.6383	812	0.6867	0.6616	0.6867	0.8287
0.5882	8.6596	814	0.7102	0.6411	0.7102	0.8428
0.5882	8.6809	816	0.7333	0.6392	0.7333	0.8563
0.5882	8.7021	818	0.7249	0.6509	0.7249	0.8514
0.5882	8.7234	820	0.7110	0.6810	0.7110	0.8432
0.5882	8.7447	822	0.6967	0.6688	0.6967	0.8347
0.5882	8.7660	824	0.6851	0.6514	0.6851	0.8277
0.5882	8.7872	826	0.7052	0.5975	0.7052	0.8397
0.5882	8.8085	828	0.6861	0.6046	0.6861	0.8283
0.5882	8.8298	830	0.6907	0.5750	0.6907	0.8311
0.5882	8.8511	832	0.7000	0.5739	0.7000	0.8366
0.5882	8.8723	834	0.6925	0.5686	0.6925	0.8322
0.5882	8.8936	836	0.7083	0.6007	0.7083	0.8416
0.5882	8.9149	838	0.7330	0.6162	0.7330	0.8561
0.5882	8.9362	840	0.7474	0.6478	0.7474	0.8645
0.5882	8.9574	842	0.7482	0.6363	0.7482	0.8650
0.5882	8.9787	844	0.7269	0.6486	0.7269	0.8526
0.5882	9.0	846	0.7194	0.6510	0.7194	0.8482
0.5882	9.0213	848	0.7176	0.6553	0.7176	0.8471
0.5882	9.0426	850	0.6885	0.6570	0.6885	0.8298
0.5882	9.0638	852	0.6820	0.6498	0.6820	0.8258
0.5882	9.0851	854	0.6853	0.6469	0.6853	0.8278
0.5882	9.1064	856	0.6614	0.6359	0.6614	0.8133
0.5882	9.1277	858	0.6684	0.6377	0.6684	0.8176
0.5882	9.1489	860	0.6971	0.6396	0.6971	0.8349
0.5882	9.1702	862	0.7360	0.6408	0.7360	0.8579
0.5882	9.1915	864	0.7568	0.6380	0.7568	0.8699
0.5882	9.2128	866	0.7313	0.6471	0.7313	0.8551
0.5882	9.2340	868	0.7096	0.6577	0.7096	0.8424
0.5882	9.2553	870	0.6955	0.6509	0.6955	0.8340
0.5882	9.2766	872	0.7041	0.6425	0.7041	0.8391
0.5882	9.2979	874	0.7058	0.6704	0.7058	0.8401
0.5882	9.3191	876	0.7010	0.6667	0.7010	0.8373
0.5882	9.3404	878	0.6772	0.6647	0.6772	0.8229
0.5882	9.3617	880	0.6547	0.6500	0.6547	0.8092
0.5882	9.3830	882	0.6378	0.6558	0.6378	0.7986
0.5882	9.4043	884	0.6141	0.6600	0.6141	0.7837
0.5882	9.4255	886	0.6247	0.6574	0.6247	0.7904
0.5882	9.4468	888	0.6797	0.6675	0.6797	0.8244
0.5882	9.4681	890	0.6677	0.6764	0.6677	0.8171
0.5882	9.4894	892	0.6322	0.6774	0.6322	0.7951
0.5882	9.5106	894	0.6873	0.6378	0.6873	0.8290
0.5882	9.5319	896	0.7328	0.6058	0.7328	0.8560
0.5882	9.5532	898	0.6861	0.6388	0.6861	0.8283
0.5882	9.5745	900	0.6157	0.6532	0.6157	0.7846
0.5882	9.5957	902	0.5908	0.6624	0.5908	0.7687
0.5882	9.6170	904	0.5943	0.6587	0.5943	0.7709
0.5882	9.6383	906	0.6159	0.6568	0.6159	0.7848
0.5882	9.6596	908	0.6329	0.6668	0.6329	0.7956
0.5882	9.6809	910	0.6403	0.6766	0.6403	0.8002
0.5882	9.7021	912	0.6721	0.6909	0.6721	0.8198
0.5882	9.7234	914	0.7161	0.6984	0.7161	0.8462
0.5882	9.7447	916	0.7229	0.6863	0.7229	0.8502
0.5882	9.7660	918	0.7115	0.6946	0.7115	0.8435
0.5882	9.7872	920	0.6767	0.6882	0.6767	0.8226
0.5882	9.8085	922	0.6726	0.6359	0.6726	0.8201
0.5882	9.8298	924	0.6655	0.6500	0.6655	0.8158
0.5882	9.8511	926	0.6378	0.6296	0.6378	0.7986
0.5882	9.8723	928	0.6300	0.6383	0.6300	0.7937
0.5882	9.8936	930	0.6379	0.6694	0.6379	0.7987
0.5882	9.9149	932	0.6596	0.6717	0.6596	0.8121
0.5882	9.9362	934	0.7277	0.6216	0.7277	0.8530
0.5882	9.9574	936	0.7511	0.6153	0.7511	0.8667
0.5882	9.9787	938	0.6903	0.6693	0.6903	0.8308
0.5882	10.0	940	0.6927	0.6597	0.6927	0.8323
0.5882	10.0213	942	0.6875	0.6539	0.6875	0.8292
0.5882	10.0426	944	0.6608	0.6386	0.6608	0.8129
0.5882	10.0638	946	0.6833	0.5728	0.6833	0.8266
0.5882	10.0851	948	0.7238	0.5624	0.7238	0.8508
0.5882	10.1064	950	0.7374	0.5723	0.7374	0.8587
0.5882	10.1277	952	0.7279	0.5906	0.7279	0.8532
0.5882	10.1489	954	0.7374	0.6221	0.7374	0.8587
0.5882	10.1702	956	0.8078	0.6318	0.8078	0.8988
0.5882	10.1915	958	0.8868	0.6344	0.8868	0.9417
0.5882	10.2128	960	0.8374	0.6447	0.8374	0.9151
0.5882	10.2340	962	0.7437	0.6546	0.7437	0.8624
0.5882	10.2553	964	0.7738	0.6073	0.7738	0.8797
0.5882	10.2766	966	0.8816	0.5899	0.8816	0.9390
0.5882	10.2979	968	0.8833	0.5688	0.8833	0.9398
0.5882	10.3191	970	0.7775	0.5833	0.7775	0.8817
0.5882	10.3404	972	0.6594	0.6017	0.6594	0.8120
0.5882	10.3617	974	0.6333	0.6536	0.6333	0.7958
0.5882	10.3830	976	0.6848	0.6537	0.6848	0.8275
0.5882	10.4043	978	0.6750	0.6558	0.6750	0.8216
0.5882	10.4255	980	0.6259	0.6490	0.6259	0.7911
0.5882	10.4468	982	0.6401	0.6409	0.6401	0.8000
0.5882	10.4681	984	0.6865	0.6128	0.6865	0.8285
0.5882	10.4894	986	0.6872	0.6122	0.6872	0.8290
0.5882	10.5106	988	0.6810	0.6608	0.6810	0.8252
0.5882	10.5319	990	0.6713	0.6729	0.6713	0.8194
0.5882	10.5532	992	0.6805	0.6566	0.6805	0.8249
0.5882	10.5745	994	0.6481	0.6379	0.6481	0.8051
0.5882	10.5957	996	0.6345	0.6516	0.6345	0.7966
0.5882	10.6170	998	0.6673	0.6249	0.6673	0.8169
0.1837	10.6383	1000	0.7057	0.5803	0.7057	0.8401
0.1837	10.6596	1002	0.7251	0.5938	0.7251	0.8515
0.1837	10.6809	1004	0.7073	0.6162	0.7073	0.8410
0.1837	10.7021	1006	0.6885	0.6348	0.6885	0.8298
0.1837	10.7234	1008	0.6709	0.6451	0.6709	0.8191
0.1837	10.7447	1010	0.6802	0.6607	0.6802	0.8247
0.1837	10.7660	1012	0.6790	0.6528	0.6790	0.8240
0.1837	10.7872	1014	0.6783	0.6366	0.6783	0.8236
0.1837	10.8085	1016	0.6608	0.6379	0.6608	0.8129
0.1837	10.8298	1018	0.6266	0.6395	0.6266	0.7916
0.1837	10.8511	1020	0.6168	0.6608	0.6168	0.7854
0.1837	10.8723	1022	0.6291	0.6697	0.6291	0.7931
0.1837	10.8936	1024	0.6431	0.6660	0.6431	0.8020
0.1837	10.9149	1026	0.6495	0.6351	0.6495	0.8059
0.1837	10.9362	1028	0.6678	0.6320	0.6678	0.8172
0.1837	10.9574	1030	0.6858	0.6206	0.6858	0.8281
0.1837	10.9787	1032	0.6579	0.6427	0.6579	0.8111
0.1837	11.0	1034	0.6523	0.6783	0.6523	0.8077
0.1837	11.0213	1036	0.7151	0.6499	0.7151	0.8457
0.1837	11.0426	1038	0.7186	0.6569	0.7186	0.8477
0.1837	11.0638	1040	0.6765	0.6706	0.6765	0.8225
0.1837	11.0851	1042	0.6654	0.6488	0.6654	0.8157
0.1837	11.1064	1044	0.6955	0.6581	0.6955	0.8340
0.1837	11.1277	1046	0.6888	0.6515	0.6888	0.8299
0.1837	11.1489	1048	0.6518	0.6537	0.6518	0.8073
0.1837	11.1702	1050	0.6398	0.6827	0.6398	0.7999
0.1837	11.1915	1052	0.6388	0.6735	0.6388	0.7992
0.1837	11.2128	1054	0.6429	0.6808	0.6429	0.8018
0.1837	11.2340	1056	0.6535	0.6728	0.6535	0.8084
0.1837	11.2553	1058	0.6719	0.6518	0.6719	0.8197
0.1837	11.2766	1060	0.7254	0.6180	0.7254	0.8517
0.1837	11.2979	1062	0.7469	0.6099	0.7469	0.8642
0.1837	11.3191	1064	0.6925	0.6085	0.6925	0.8322
0.1837	11.3404	1066	0.6540	0.6342	0.6540	0.8087
0.1837	11.3617	1068	0.6975	0.6021	0.6975	0.8351
0.1837	11.3830	1070	0.7537	0.6074	0.7537	0.8682
0.1837	11.4043	1072	0.7458	0.6012	0.7458	0.8636
0.1837	11.4255	1074	0.6918	0.6344	0.6918	0.8317
0.1837	11.4468	1076	0.7003	0.6458	0.7003	0.8368
0.1837	11.4681	1078	0.7559	0.6171	0.7559	0.8694
0.1837	11.4894	1080	0.7755	0.5954	0.7755	0.8806
0.1837	11.5106	1082	0.7651	0.6043	0.7651	0.8747
0.1837	11.5319	1084	0.7406	0.6401	0.7406	0.8606
0.1837	11.5532	1086	0.7655	0.6496	0.7655	0.8749
0.1837	11.5745	1088	0.7793	0.6665	0.7793	0.8828
0.1837	11.5957	1090	0.7550	0.6601	0.7550	0.8689
0.1837	11.6170	1092	0.6958	0.6414	0.6958	0.8342
0.1837	11.6383	1094	0.6760	0.6454	0.6760	0.8222
0.1837	11.6596	1096	0.7519	0.6141	0.7519	0.8671
0.1837	11.6809	1098	0.8191	0.5726	0.8191	0.9051
0.1837	11.7021	1100	0.7892	0.5819	0.7892	0.8884
0.1837	11.7234	1102	0.6916	0.6445	0.6916	0.8316
0.1837	11.7447	1104	0.6327	0.6684	0.6327	0.7954
0.1837	11.7660	1106	0.6751	0.6421	0.6751	0.8217
0.1837	11.7872	1108	0.7096	0.6277	0.7096	0.8424
0.1837	11.8085	1110	0.6655	0.6481	0.6655	0.8158
0.1837	11.8298	1112	0.6154	0.6694	0.6154	0.7845
0.1837	11.8511	1114	0.6259	0.6466	0.6259	0.7911
0.1837	11.8723	1116	0.6661	0.6358	0.6661	0.8162
0.1837	11.8936	1118	0.6789	0.6309	0.6789	0.8240
0.1837	11.9149	1120	0.6727	0.6402	0.6727	0.8202
0.1837	11.9362	1122	0.6601	0.6492	0.6601	0.8125
0.1837	11.9574	1124	0.6772	0.6574	0.6772	0.8229
0.1837	11.9787	1126	0.6975	0.6272	0.6975	0.8352
0.1837	12.0	1128	0.7223	0.5899	0.7223	0.8499
0.1837	12.0213	1130	0.7370	0.5967	0.7370	0.8585
0.1837	12.0426	1132	0.7037	0.6103	0.7037	0.8388
0.1837	12.0638	1134	0.6996	0.6394	0.6996	0.8364
0.1837	12.0851	1136	0.6904	0.6685	0.6904	0.8309
0.1837	12.1064	1138	0.6913	0.6595	0.6913	0.8315
0.1837	12.1277	1140	0.6892	0.6794	0.6892	0.8302
0.1837	12.1489	1142	0.6838	0.6737	0.6838	0.8269
0.1837	12.1702	1144	0.6968	0.6593	0.6968	0.8347
0.1837	12.1915	1146	0.6872	0.6587	0.6872	0.8289
0.1837	12.2128	1148	0.6708	0.6499	0.6708	0.8190
0.1837	12.2340	1150	0.6497	0.6495	0.6497	0.8060
0.1837	12.2553	1152	0.6293	0.6623	0.6293	0.7933
0.1837	12.2766	1154	0.6382	0.6414	0.6382	0.7989
0.1837	12.2979	1156	0.6454	0.6339	0.6454	0.8034
0.1837	12.3191	1158	0.6340	0.6447	0.6340	0.7962
0.1837	12.3404	1160	0.6473	0.6572	0.6473	0.8046
0.1837	12.3617	1162	0.6776	0.6320	0.6776	0.8232
0.1837	12.3830	1164	0.7092	0.6112	0.7092	0.8422
0.1837	12.4043	1166	0.7202	0.6150	0.7202	0.8487
0.1837	12.4255	1168	0.7049	0.6583	0.7049	0.8396
0.1837	12.4468	1170	0.6660	0.6683	0.6660	0.8161
0.1837	12.4681	1172	0.6463	0.6873	0.6463	0.8039
0.1837	12.4894	1174	0.6373	0.6779	0.6373	0.7983
0.1837	12.5106	1176	0.6213	0.6779	0.6213	0.7882
0.1837	12.5319	1178	0.6048	0.6844	0.6048	0.7777
0.1837	12.5532	1180	0.6250	0.6479	0.6250	0.7906
0.1837	12.5745	1182	0.6549	0.6297	0.6549	0.8092
0.1837	12.5957	1184	0.6571	0.6402	0.6571	0.8106
0.1837	12.6170	1186	0.6599	0.6251	0.6599	0.8124
0.1837	12.6383	1188	0.6268	0.6566	0.6268	0.7917
0.1837	12.6596	1190	0.6278	0.6991	0.6278	0.7923
0.1837	12.6809	1192	0.6390	0.6825	0.6390	0.7994
0.1837	12.7021	1194	0.6246	0.6978	0.6246	0.7903
0.1837	12.7234	1196	0.6295	0.6681	0.6295	0.7934
0.1837	12.7447	1198	0.6577	0.6410	0.6577	0.8110
0.1837	12.7660	1200	0.6478	0.6531	0.6478	0.8049
0.1837	12.7872	1202	0.6320	0.6529	0.6320	0.7950
0.1837	12.8085	1204	0.6359	0.6663	0.6359	0.7974
0.1837	12.8298	1206	0.6508	0.6712	0.6508	0.8067
0.1837	12.8511	1208	0.6775	0.6649	0.6775	0.8231
0.1837	12.8723	1210	0.7069	0.6625	0.7069	0.8408
0.1837	12.8936	1212	0.7146	0.6578	0.7146	0.8454
0.1837	12.9149	1214	0.7097	0.6680	0.7097	0.8424
0.1837	12.9362	1216	0.7120	0.6507	0.7120	0.8438
0.1837	12.9574	1218	0.7134	0.6330	0.7134	0.8446
0.1837	12.9787	1220	0.6913	0.6528	0.6913	0.8314
0.1837	13.0	1222	0.6791	0.6509	0.6791	0.8241
0.1837	13.0213	1224	0.6737	0.6434	0.6737	0.8208
0.1837	13.0426	1226	0.6670	0.6097	0.6670	0.8167
0.1837	13.0638	1228	0.6531	0.6240	0.6531	0.8081
0.1837	13.0851	1230	0.6547	0.6157	0.6547	0.8092
0.1837	13.1064	1232	0.6583	0.6157	0.6583	0.8114
0.1837	13.1277	1234	0.6675	0.6463	0.6675	0.8170
0.1837	13.1489	1236	0.7005	0.6367	0.7005	0.8369
0.1837	13.1702	1238	0.7331	0.6385	0.7331	0.8562
0.1837	13.1915	1240	0.7551	0.5916	0.7551	0.8690
0.1837	13.2128	1242	0.8138	0.5833	0.8138	0.9021
0.1837	13.2340	1244	0.8402	0.5679	0.8402	0.9166
0.1837	13.2553	1246	0.7755	0.5654	0.7755	0.8807
0.1837	13.2766	1248	0.6813	0.6214	0.6813	0.8254
0.1837	13.2979	1250	0.6540	0.6399	0.6540	0.8087
0.1837	13.3191	1252	0.6568	0.6331	0.6568	0.8104
0.1837	13.3404	1254	0.6629	0.6310	0.6629	0.8142
0.1837	13.3617	1256	0.6741	0.6288	0.6741	0.8210
0.1837	13.3830	1258	0.6831	0.6244	0.6831	0.8265
0.1837	13.4043	1260	0.6968	0.6057	0.6968	0.8347
0.1837	13.4255	1262	0.7206	0.6017	0.7206	0.8489
0.1837	13.4468	1264	0.7165	0.5982	0.7165	0.8465
0.1837	13.4681	1266	0.6826	0.6319	0.6826	0.8262
0.1837	13.4894	1268	0.6360	0.6677	0.6360	0.7975
0.1837	13.5106	1270	0.6427	0.6461	0.6427	0.8017
0.1837	13.5319	1272	0.6591	0.6343	0.6591	0.8118
0.1837	13.5532	1274	0.6451	0.6588	0.6451	0.8032
0.1837	13.5745	1276	0.6412	0.6726	0.6412	0.8007
0.1837	13.5957	1278	0.6447	0.6725	0.6447	0.8030
0.1837	13.6170	1280	0.6672	0.6708	0.6672	0.8168
0.1837	13.6383	1282	0.6795	0.6714	0.6795	0.8243
0.1837	13.6596	1284	0.6831	0.6686	0.6831	0.8265
0.1837	13.6809	1286	0.7022	0.6740	0.7022	0.8380
0.1837	13.7021	1288	0.7028	0.6817	0.7028	0.8384
0.1837	13.7234	1290	0.6800	0.6622	0.6800	0.8246
0.1837	13.7447	1292	0.6763	0.6622	0.6763	0.8224
0.1837	13.7660	1294	0.6712	0.6580	0.6712	0.8192
0.1837	13.7872	1296	0.6912	0.6544	0.6912	0.8314
0.1837	13.8085	1298	0.7070	0.6696	0.7070	0.8409
0.1837	13.8298	1300	0.6984	0.6519	0.6984	0.8357
0.1837	13.8511	1302	0.6828	0.6496	0.6828	0.8263
0.1837	13.8723	1304	0.6700	0.6481	0.6700	0.8185
0.1837	13.8936	1306	0.6677	0.6514	0.6677	0.8172
0.1837	13.9149	1308	0.6720	0.6659	0.6720	0.8197
0.1837	13.9362	1310	0.6741	0.6508	0.6741	0.8211
0.1837	13.9574	1312	0.6589	0.6558	0.6589	0.8117
0.1837	13.9787	1314	0.6506	0.6531	0.6506	0.8066
0.1837	14.0	1316	0.6567	0.6604	0.6567	0.8104
0.1837	14.0213	1318	0.6390	0.6518	0.6390	0.7994
0.1837	14.0426	1320	0.6322	0.6594	0.6322	0.7951
0.1837	14.0638	1322	0.6513	0.6550	0.6513	0.8070
0.1837	14.0851	1324	0.6937	0.6225	0.6937	0.8329
0.1837	14.1064	1326	0.6840	0.6557	0.6840	0.8270
0.1837	14.1277	1328	0.6760	0.6818	0.6760	0.8222
0.1837	14.1489	1330	0.6764	0.6749	0.6764	0.8224
0.1837	14.1702	1332	0.6572	0.6739	0.6572	0.8107
0.1837	14.1915	1334	0.6427	0.6624	0.6427	0.8017
0.1837	14.2128	1336	0.6382	0.6433	0.6382	0.7989
0.1837	14.2340	1338	0.6520	0.6153	0.6520	0.8075
0.1837	14.2553	1340	0.6916	0.6006	0.6916	0.8316
0.1837	14.2766	1342	0.7088	0.5982	0.7088	0.8419
0.1837	14.2979	1344	0.7106	0.6014	0.7106	0.8430
0.1837	14.3191	1346	0.6994	0.6315	0.6994	0.8363
0.1837	14.3404	1348	0.6897	0.6610	0.6897	0.8305
0.1837	14.3617	1350	0.6864	0.6651	0.6864	0.8285
0.1837	14.3830	1352	0.6612	0.6711	0.6612	0.8131
0.1837	14.4043	1354	0.6364	0.6663	0.6364	0.7978
0.1837	14.4255	1356	0.6159	0.6654	0.6159	0.7848
0.1837	14.4468	1358	0.6064	0.6528	0.6064	0.7787
0.1837	14.4681	1360	0.6139	0.6582	0.6139	0.7835
0.1837	14.4894	1362	0.6392	0.6419	0.6392	0.7995
0.1837	14.5106	1364	0.6493	0.6446	0.6493	0.8058
0.1837	14.5319	1366	0.6440	0.6672	0.6440	0.8025
0.1837	14.5532	1368	0.6583	0.6785	0.6583	0.8113
0.1837	14.5745	1370	0.7083	0.6974	0.7083	0.8416
0.1837	14.5957	1372	0.8024	0.6969	0.8024	0.8958
0.1837	14.6170	1374	0.8178	0.6987	0.8178	0.9043
0.1837	14.6383	1376	0.7832	0.6784	0.7832	0.8850
0.1837	14.6596	1378	0.8023	0.6353	0.8023	0.8957
0.1837	14.6809	1380	0.8472	0.6204	0.8472	0.9204
0.1837	14.7021	1382	0.8135	0.6053	0.8135	0.9020
0.1837	14.7234	1384	0.7208	0.6368	0.7208	0.8490
0.1837	14.7447	1386	0.6970	0.6491	0.6970	0.8349
0.1837	14.7660	1388	0.6927	0.6587	0.6927	0.8323
0.1837	14.7872	1390	0.6712	0.6296	0.6712	0.8193
0.1837	14.8085	1392	0.6565	0.6247	0.6565	0.8102
0.1837	14.8298	1394	0.6733	0.6186	0.6733	0.8206
0.1837	14.8511	1396	0.7221	0.6047	0.7221	0.8497
0.1837	14.8723	1398	0.7127	0.6047	0.7127	0.8442
0.1837	14.8936	1400	0.6897	0.5897	0.6897	0.8305
0.1837	14.9149	1402	0.6485	0.6180	0.6485	0.8053
0.1837	14.9362	1404	0.6375	0.6122	0.6375	0.7984
0.1837	14.9574	1406	0.6462	0.6333	0.6462	0.8038
0.1837	14.9787	1408	0.6457	0.6411	0.6457	0.8036
0.1837	15.0	1410	0.6623	0.6381	0.6623	0.8138
0.1837	15.0213	1412	0.6874	0.6380	0.6874	0.8291
0.1837	15.0426	1414	0.6931	0.6533	0.6931	0.8325
0.1837	15.0638	1416	0.6932	0.6691	0.6932	0.8326
0.1837	15.0851	1418	0.6971	0.6536	0.6971	0.8349
0.1837	15.1064	1420	0.7048	0.6556	0.7048	0.8395
0.1837	15.1277	1422	0.7022	0.6568	0.7022	0.8380
0.1837	15.1489	1424	0.6751	0.6488	0.6751	0.8216
0.1837	15.1702	1426	0.6473	0.6690	0.6473	0.8046
0.1837	15.1915	1428	0.6357	0.6658	0.6357	0.7973
0.1837	15.2128	1430	0.6220	0.6486	0.6220	0.7887
0.1837	15.2340	1432	0.6147	0.6471	0.6147	0.7840
0.1837	15.2553	1434	0.6180	0.6653	0.6180	0.7861
0.1837	15.2766	1436	0.6589	0.6529	0.6589	0.8117
0.1837	15.2979	1438	0.6826	0.6697	0.6826	0.8262
0.1837	15.3191	1440	0.6715	0.6614	0.6715	0.8195
0.1837	15.3404	1442	0.6457	0.6616	0.6457	0.8035
0.1837	15.3617	1444	0.6310	0.6589	0.6310	0.7943
0.1837	15.3830	1446	0.6287	0.6560	0.6287	0.7929
0.1837	15.4043	1448	0.6352	0.6564	0.6352	0.7970
0.1837	15.4255	1450	0.6599	0.6638	0.6599	0.8124
0.1837	15.4468	1452	0.6834	0.6686	0.6834	0.8267
0.1837	15.4681	1454	0.7097	0.6487	0.7097	0.8424
0.1837	15.4894	1456	0.7188	0.6481	0.7188	0.8478
0.1837	15.5106	1458	0.7073	0.6400	0.7073	0.8410
0.1837	15.5319	1460	0.6967	0.6317	0.6967	0.8347
0.1837	15.5532	1462	0.6832	0.6362	0.6832	0.8266
0.1837	15.5745	1464	0.6740	0.6384	0.6740	0.8210
0.1837	15.5957	1466	0.6758	0.6436	0.6758	0.8221
0.1837	15.6170	1468	0.6909	0.6392	0.6909	0.8312
0.1837	15.6383	1470	0.7098	0.6400	0.7098	0.8425
0.1837	15.6596	1472	0.7239	0.6452	0.7239	0.8508
0.1837	15.6809	1474	0.7328	0.6553	0.7328	0.8560
0.1837	15.7021	1476	0.7241	0.6490	0.7241	0.8510
0.1837	15.7234	1478	0.7076	0.6467	0.7076	0.8412
0.1837	15.7447	1480	0.7040	0.6329	0.7040	0.8391
0.1837	15.7660	1482	0.7270	0.6088	0.7270	0.8527
0.1837	15.7872	1484	0.7229	0.6068	0.7229	0.8502
0.1837	15.8085	1486	0.7057	0.6059	0.7057	0.8401
0.1837	15.8298	1488	0.6994	0.6286	0.6994	0.8363
0.1837	15.8511	1490	0.7189	0.6299	0.7189	0.8479
0.1837	15.8723	1492	0.7358	0.6385	0.7358	0.8578
0.1837	15.8936	1494	0.7405	0.6334	0.7405	0.8605
0.1837	15.9149	1496	0.7200	0.6531	0.7200	0.8485
0.1837	15.9362	1498	0.7072	0.6636	0.7072	0.8410
0.0986	15.9574	1500	0.6799	0.6439	0.6799	0.8246
0.0986	15.9787	1502	0.6532	0.6367	0.6532	0.8082
0.0986	16.0	1504	0.6411	0.6618	0.6411	0.8007
0.0986	16.0213	1506	0.6672	0.6363	0.6672	0.8168
0.0986	16.0426	1508	0.7204	0.6293	0.7204	0.8488
0.0986	16.0638	1510	0.7423	0.6324	0.7423	0.8616
0.0986	16.0851	1512	0.7223	0.6372	0.7223	0.8499
0.0986	16.1064	1514	0.6667	0.6433	0.6667	0.8165

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1