Arabic_FineTuningAraBERT_AugV5_k35_task3_organization_fold1

MayBashendy/Arabic_FineTuningAraBERT_AugV5_k35_task3_organization_fold1

Arabic_FineTuningAraBERT_AugV5_k35_task3_organization_fold1 is a text classification model from MayBashendy. Use it when you need a label for a piece of text. It is set up for transformers.

should probably proofread and complete it, then remove this comment. --

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1.6 GB on disk

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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Nov 25, 2024
Updated: Nov 25, 2024
SHA: 65184a30

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV5_k35_task3_organization_fold1

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: 0.9423
Qwk: -0.0820
Mse: 0.9423
Rmse: 0.9707

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0141	2	3.8693	0.0041	3.8693	1.9671
No log	0.0282	4	1.9766	0.1681	1.9766	1.4059
No log	0.0423	6	2.1136	0.1692	2.1136	1.4538
No log	0.0563	8	1.3448	-0.0097	1.3448	1.1597
No log	0.0704	10	1.2711	0.0	1.2711	1.1274
No log	0.0845	12	1.4401	0.0	1.4401	1.2000
No log	0.0986	14	1.6869	0.0	1.6869	1.2988
No log	0.1127	16	1.5328	0.0	1.5328	1.2381
No log	0.1268	18	1.5535	0.0	1.5535	1.2464
No log	0.1408	20	1.1481	0.0	1.1481	1.0715
No log	0.1549	22	0.7587	-0.0421	0.7587	0.8710
No log	0.1690	24	0.7343	-0.0421	0.7343	0.8569
No log	0.1831	26	0.9088	0.0120	0.9088	0.9533
No log	0.1972	28	1.0007	0.1437	1.0007	1.0004
No log	0.2113	30	0.9206	0.1646	0.9206	0.9595
No log	0.2254	32	0.8632	0.1646	0.8632	0.9291
No log	0.2394	34	0.7673	0.1646	0.7673	0.8760
No log	0.2535	36	0.6843	0.4590	0.6843	0.8272
No log	0.2676	38	0.6837	0.0	0.6837	0.8268
No log	0.2817	40	0.7853	-0.0577	0.7853	0.8862
No log	0.2958	42	1.0427	0.0	1.0427	1.0211
No log	0.3099	44	1.2659	0.0	1.2659	1.1251
No log	0.3239	46	1.6285	0.0	1.6285	1.2761
No log	0.3380	48	1.8170	0.0	1.8170	1.3480
No log	0.3521	50	1.8204	0.0	1.8204	1.3492
No log	0.3662	52	1.5631	0.0	1.5631	1.2502
No log	0.3803	54	1.0863	0.0253	1.0863	1.0423
No log	0.3944	56	0.9419	-0.2532	0.9419	0.9705
No log	0.4085	58	1.1251	0.0	1.1251	1.0607
No log	0.4225	60	1.1889	0.0	1.1889	1.0904
No log	0.4366	62	1.2511	0.0	1.2511	1.1185
No log	0.4507	64	1.1517	-0.2515	1.1517	1.0732
No log	0.4648	66	0.9263	-0.4602	0.9263	0.9624
No log	0.4789	68	0.8364	0.3186	0.8364	0.9145
No log	0.4930	70	0.8473	0.4590	0.8473	0.9205
No log	0.5070	72	0.8824	-0.4602	0.8824	0.9394
No log	0.5211	74	1.0037	-0.4602	1.0037	1.0019
No log	0.5352	76	1.2043	0.0	1.2043	1.0974
No log	0.5493	78	1.2951	0.0	1.2951	1.1380
No log	0.5634	80	1.2729	0.0	1.2729	1.1282
No log	0.5775	82	1.2315	0.0	1.2315	1.1097
No log	0.5915	84	1.0323	0.0	1.0323	1.0160
No log	0.6056	86	0.8191	-0.0421	0.8191	0.9051
No log	0.6197	88	0.7967	-0.0233	0.7967	0.8926
No log	0.6338	90	0.8990	-0.4808	0.8990	0.9482
No log	0.6479	92	1.1224	-0.2571	1.1224	1.0594
No log	0.6620	94	1.1108	-0.2571	1.1108	1.0539
No log	0.6761	96	1.0485	-0.2571	1.0485	1.0240
No log	0.6901	98	0.9606	-0.2550	0.9606	0.9801
No log	0.7042	100	1.0187	-0.2550	1.0187	1.0093
No log	0.7183	102	1.0741	-0.2532	1.0741	1.0364
No log	0.7324	104	0.9895	-0.4426	0.9895	0.9947
No log	0.7465	106	0.8595	-0.2692	0.8595	0.9271
No log	0.7606	108	0.8845	-0.2737	0.8845	0.9405
No log	0.7746	110	1.0925	-0.2595	1.0925	1.0452
No log	0.7887	112	1.4111	-0.2550	1.4111	1.1879
No log	0.8028	114	1.4788	-0.2550	1.4788	1.2161
No log	0.8169	116	1.2907	-0.2550	1.2907	1.1361
No log	0.8310	118	1.0096	-0.2623	1.0096	1.0048
No log	0.8451	120	0.9463	-0.4602	0.9463	0.9728
No log	0.8592	122	0.9358	-0.2791	0.9358	0.9674
No log	0.8732	124	1.0494	-0.4808	1.0494	1.0244
No log	0.8873	126	1.0947	-0.4808	1.0947	1.0463
No log	0.9014	128	1.3451	-0.2623	1.3451	1.1598
No log	0.9155	130	1.9284	-0.3069	1.9284	1.3887
No log	0.9296	132	1.6342	-0.2595	1.6342	1.2784
No log	0.9437	134	1.3406	-0.2623	1.3406	1.1578
No log	0.9577	136	1.2054	-0.2623	1.2054	1.0979
No log	0.9718	138	1.0473	-0.0708	1.0473	1.0234
No log	0.9859	140	0.9409	-0.2692	0.9409	0.9700
No log	1.0	142	0.8994	-0.2692	0.8994	0.9484
No log	1.0141	144	0.8287	-0.0421	0.8287	0.9103
No log	1.0282	146	0.8821	-0.0708	0.8821	0.9392
No log	1.0423	148	1.1504	0.0403	1.1504	1.0726
No log	1.0563	150	1.1429	0.0403	1.1429	1.0691
No log	1.0704	152	0.8494	-0.0708	0.8494	0.9216
No log	1.0845	154	0.7367	0.1538	0.7367	0.8583
No log	1.0986	156	0.7162	0.1538	0.7162	0.8463
No log	1.1127	158	0.7890	0.1239	0.7890	0.8882
No log	1.1268	160	0.9989	0.0984	0.9989	0.9994
No log	1.1408	162	0.8133	0.1239	0.8133	0.9018
No log	1.1549	164	0.7187	-0.0421	0.7187	0.8478
No log	1.1690	166	0.7734	0.1538	0.7734	0.8794
No log	1.1831	168	1.0216	0.1239	1.0216	1.0107
No log	1.1972	170	1.2119	-0.0820	1.2119	1.1009
No log	1.2113	172	1.0886	-0.0820	1.0886	1.0434
No log	1.2254	174	1.2970	-0.0820	1.2970	1.1389
No log	1.2394	176	1.0569	-0.0820	1.0569	1.0280
No log	1.2535	178	1.0073	-0.0708	1.0073	1.0036
No log	1.2676	180	1.2193	-0.0820	1.2193	1.1042
No log	1.2817	182	1.1005	-0.0820	1.1005	1.0490
No log	1.2958	184	0.7523	0.1895	0.7523	0.8673
No log	1.3099	186	0.8582	0.1239	0.8582	0.9264
No log	1.3239	188	1.3429	-0.0916	1.3429	1.1588
No log	1.3380	190	1.2393	-0.0916	1.2393	1.1133
No log	1.3521	192	1.0118	-0.0820	1.0118	1.0059
No log	1.3662	194	0.8429	0.1239	0.8429	0.9181
No log	1.3803	196	0.9641	-0.0820	0.9641	0.9819
No log	1.3944	198	0.9885	-0.0820	0.9885	0.9942
No log	1.4085	200	0.9861	-0.0820	0.9861	0.9930
No log	1.4225	202	0.8985	0.1239	0.8985	0.9479
No log	1.4366	204	0.9910	-0.0820	0.9910	0.9955
No log	1.4507	206	0.7978	-0.0421	0.7978	0.8932
No log	1.4648	208	0.7464	-0.0233	0.7464	0.8639
No log	1.4789	210	0.7175	-0.0421	0.7175	0.8470
No log	1.4930	212	0.9888	-0.0916	0.9888	0.9944
No log	1.5070	214	1.8321	0.0086	1.8321	1.3536
No log	1.5211	216	1.4544	-0.0936	1.4544	1.2060
No log	1.5352	218	0.7103	-0.0421	0.7103	0.8428
No log	1.5493	220	0.7107	0.0	0.7107	0.8431
No log	1.5634	222	0.7047	0.0	0.7047	0.8395
No log	1.5775	224	0.6910	-0.0233	0.6910	0.8313
No log	1.5915	226	1.1888	-0.0864	1.1888	1.0903
No log	1.6056	228	1.9028	-0.1818	1.9028	1.3794
No log	1.6197	230	1.6999	-0.1818	1.6999	1.3038
No log	1.6338	232	0.9477	-0.0916	0.9477	0.9735
No log	1.6479	234	0.7205	0.0	0.7205	0.8488
No log	1.6620	236	0.6848	0.0	0.6848	0.8275
No log	1.6761	238	0.7155	0.0	0.7155	0.8459
No log	1.6901	240	0.8115	0.1538	0.8115	0.9009
No log	1.7042	242	1.6082	-0.2222	1.6082	1.2682
No log	1.7183	244	2.0367	-0.1685	2.0367	1.4271
No log	1.7324	246	1.8923	-0.0804	1.8923	1.3756
No log	1.7465	248	1.1503	0.1081	1.1503	1.0725
No log	1.7606	250	0.9199	0.0272	0.9199	0.9591
No log	1.7746	252	0.8920	0.0272	0.8920	0.9444
No log	1.7887	254	0.9812	-0.0820	0.9812	0.9905
No log	1.8028	256	0.9856	-0.0820	0.9856	0.9928
No log	1.8169	258	1.0443	-0.0820	1.0443	1.0219
No log	1.8310	260	0.8899	-0.0820	0.8899	0.9433
No log	1.8451	262	0.9202	-0.0820	0.9202	0.9592
No log	1.8592	264	0.8328	-0.0577	0.8328	0.9126
No log	1.8732	266	0.7523	0.2326	0.7523	0.8674
No log	1.8873	268	0.7544	0.2326	0.7544	0.8685
No log	1.9014	270	0.7751	0.2326	0.7751	0.8804
No log	1.9155	272	1.0683	-0.0820	1.0683	1.0336
No log	1.9296	274	1.3236	-0.0820	1.3236	1.1505
No log	1.9437	276	1.3176	-0.0784	1.3176	1.1479
No log	1.9577	278	0.9035	0.1538	0.9035	0.9505
No log	1.9718	280	0.8575	0.1538	0.8575	0.9260
No log	1.9859	282	1.0002	-0.0820	1.0002	1.0001
No log	2.0	284	1.4148	-0.0916	1.4148	1.1895
No log	2.0141	286	1.4544	-0.0916	1.4544	1.2060
No log	2.0282	288	1.0122	-0.0820	1.0122	1.0061
No log	2.0423	290	0.7019	0.0	0.7019	0.8378
No log	2.0563	292	0.6548	0.0	0.6548	0.8092
No log	2.0704	294	0.6711	0.0	0.6711	0.8192
No log	2.0845	296	0.7647	0.1895	0.7647	0.8745
No log	2.0986	298	1.0551	-0.0708	1.0551	1.0272
No log	2.1127	300	1.2792	-0.2595	1.2792	1.1310
No log	2.1268	302	1.1936	-0.2595	1.1936	1.0925
No log	2.1408	304	0.9170	0.1538	0.9170	0.9576
No log	2.1549	306	0.7193	-0.0233	0.7193	0.8481
No log	2.1690	308	0.6698	0.0	0.6698	0.8184
No log	2.1831	310	0.6712	0.0	0.6712	0.8193
No log	2.1972	312	0.6917	0.0	0.6917	0.8317
No log	2.2113	314	0.7204	0.0	0.7204	0.8488
No log	2.2254	316	0.7687	-0.0421	0.7687	0.8768
No log	2.2394	318	0.8675	0.1538	0.8675	0.9314
No log	2.2535	320	0.8697	0.1538	0.8697	0.9326
No log	2.2676	322	0.7945	-0.0233	0.7945	0.8913
No log	2.2817	324	0.7748	0.0	0.7748	0.8802
No log	2.2958	326	0.7856	0.0	0.7856	0.8863
No log	2.3099	328	0.8431	0.1538	0.8431	0.9182
No log	2.3239	330	0.8489	0.1239	0.8489	0.9214
No log	2.3380	332	0.8102	0.1239	0.8102	0.9001
No log	2.3521	334	0.7741	0.1239	0.7741	0.8798
No log	2.3662	336	0.8018	-0.0820	0.8018	0.8954
No log	2.3803	338	0.9033	-0.0916	0.9033	0.9504
No log	2.3944	340	0.8269	-0.0820	0.8269	0.9094
No log	2.4085	342	0.7669	0.4444	0.7669	0.8757
No log	2.4225	344	0.8189	0.0179	0.8189	0.9049
No log	2.4366	346	0.8437	0.4444	0.8437	0.9185
No log	2.4507	348	0.8343	-0.0577	0.8343	0.9134
No log	2.4648	350	0.8981	-0.0820	0.8981	0.9477
No log	2.4789	352	0.9997	-0.0820	0.9997	0.9998
No log	2.4930	354	0.8485	-0.0708	0.8485	0.9212
No log	2.5070	356	0.6928	0.2326	0.6928	0.8324
No log	2.5211	358	0.6817	0.0	0.6817	0.8256
No log	2.5352	360	0.6701	0.0	0.6701	0.8186
No log	2.5493	362	0.6609	0.1895	0.6609	0.8130
No log	2.5634	364	0.7569	0.1239	0.7569	0.8700
No log	2.5775	366	0.8292	-0.0820	0.8292	0.9106
No log	2.5915	368	0.7251	0.1538	0.7251	0.8515
No log	2.6056	370	0.7469	0.0	0.7469	0.8642
No log	2.6197	372	0.8322	0.2524	0.8322	0.9123
No log	2.6338	374	0.8449	-0.0476	0.8449	0.9192
No log	2.6479	376	1.3755	-0.2222	1.3755	1.1728
No log	2.6620	378	1.8163	-0.1818	1.8163	1.3477
No log	2.6761	380	1.7702	-0.1818	1.7702	1.3305
No log	2.6901	382	1.4001	-0.2222	1.4001	1.1833
No log	2.7042	384	0.8953	-0.0708	0.8953	0.9462
No log	2.7183	386	0.8521	0.2524	0.8521	0.9231
No log	2.7324	388	0.8306	0.0222	0.8306	0.9114
No log	2.7465	390	0.7642	0.0	0.7642	0.8742
No log	2.7606	392	0.7741	-0.0708	0.7741	0.8798
No log	2.7746	394	1.0242	-0.0820	1.0242	1.0120
No log	2.7887	396	1.1755	-0.2550	1.1755	1.0842
No log	2.8028	398	1.2276	-0.1000	1.2276	1.1080
No log	2.8169	400	1.0084	-0.0820	1.0084	1.0042
No log	2.8310	402	0.8892	-0.0820	0.8892	0.9430
No log	2.8451	404	0.8978	-0.2222	0.8978	0.9475
No log	2.8592	406	0.9127	0.0320	0.9127	0.9554
No log	2.8732	408	0.9114	-0.0708	0.9114	0.9547
No log	2.8873	410	0.9470	-0.0820	0.9470	0.9731
No log	2.9014	412	1.1820	-0.2532	1.1820	1.0872
No log	2.9155	414	1.2247	0.0120	1.2247	1.1067
No log	2.9296	416	1.1207	-0.2532	1.1207	1.0586
No log	2.9437	418	0.8846	-0.0820	0.8846	0.9406
No log	2.9577	420	0.8476	0.1538	0.8476	0.9207
No log	2.9718	422	0.8912	-0.3883	0.8912	0.9441
No log	2.9859	424	0.8895	-0.3883	0.8895	0.9431
No log	3.0	426	0.8691	0.0	0.8691	0.9323
No log	3.0141	428	0.8405	-0.0708	0.8405	0.9168
No log	3.0282	430	0.8631	-0.0820	0.8631	0.9290
No log	3.0423	432	0.9343	-0.0820	0.9343	0.9666
No log	3.0563	434	0.8636	-0.0820	0.8636	0.9293
No log	3.0704	436	0.8083	-0.0820	0.8083	0.8991
No log	3.0845	438	0.8204	-0.0708	0.8204	0.9058
No log	3.0986	440	0.8168	-0.0820	0.8168	0.9038
No log	3.1127	442	0.7994	-0.0820	0.7994	0.8941
No log	3.1268	444	0.8310	-0.0916	0.8310	0.9116
No log	3.1408	446	0.8394	-0.0916	0.8394	0.9162
No log	3.1549	448	0.8196	-0.0916	0.8196	0.9053
No log	3.1690	450	0.7837	-0.0820	0.7837	0.8853
No log	3.1831	452	0.7924	-0.0820	0.7924	0.8901
No log	3.1972	454	0.8263	-0.0820	0.8263	0.9090
No log	3.2113	456	0.8949	-0.0820	0.8949	0.9460
No log	3.2254	458	1.2475	-0.0916	1.2475	1.1169
No log	3.2394	460	1.4843	-0.3444	1.4843	1.2183
No log	3.2535	462	1.3299	-0.1000	1.3299	1.1532
No log	3.2676	464	0.9300	-0.0820	0.9300	0.9644
No log	3.2817	466	0.7368	-0.0577	0.7368	0.8584
No log	3.2958	468	0.6973	0.1895	0.6973	0.8351
No log	3.3099	470	0.7143	-0.0820	0.7143	0.8452
No log	3.3239	472	0.8255	-0.1000	0.8255	0.9086
No log	3.3380	474	0.8418	-0.1000	0.8418	0.9175
No log	3.3521	476	0.7729	-0.1000	0.7729	0.8791
No log	3.3662	478	0.6981	-0.0820	0.6981	0.8355
No log	3.3803	480	0.6902	-0.0820	0.6902	0.8308
No log	3.3944	482	0.6984	0.1239	0.6984	0.8357
No log	3.4085	484	0.7027	0.1239	0.7027	0.8383
No log	3.4225	486	0.7942	-0.1000	0.7942	0.8912
No log	3.4366	488	0.8972	-0.1000	0.8972	0.9472
No log	3.4507	490	0.8335	-0.1000	0.8335	0.9130
No log	3.4648	492	0.7550	0.1239	0.7550	0.8689
No log	3.4789	494	0.7358	0.1538	0.7358	0.8578
No log	3.4930	496	0.7957	-0.0820	0.7957	0.8920
No log	3.5070	498	0.9086	-0.1000	0.9086	0.9532
0.4576	3.5211	500	1.0759	-0.1000	1.0759	1.0372
0.4576	3.5352	502	1.0528	-0.1000	1.0528	1.0261
0.4576	3.5493	504	0.9108	-0.1000	0.9108	0.9543
0.4576	3.5634	506	0.7836	0.1538	0.7836	0.8852
0.4576	3.5775	508	0.7778	-0.4667	0.7778	0.8819
0.4576	3.5915	510	0.7455	0.0	0.7455	0.8634
0.4576	3.6056	512	0.7092	0.0	0.7092	0.8421
0.4576	3.6197	514	0.7584	0.1538	0.7584	0.8709
0.4576	3.6338	516	0.8234	0.1538	0.8234	0.9074
0.4576	3.6479	518	0.7892	0.1538	0.7892	0.8884
0.4576	3.6620	520	0.7942	0.1538	0.7942	0.8912
0.4576	3.6761	522	0.8619	-0.0820	0.8619	0.9284
0.4576	3.6901	524	0.8665	-0.0820	0.8665	0.9308
0.4576	3.7042	526	0.8473	0.1538	0.8473	0.9205
0.4576	3.7183	528	0.8756	-0.0820	0.8756	0.9357
0.4576	3.7324	530	0.8845	-0.0708	0.8845	0.9405
0.4576	3.7465	532	0.8855	0.1538	0.8855	0.9410
0.4576	3.7606	534	0.9006	-0.0916	0.9006	0.9490
0.4576	3.7746	536	0.9074	-0.0916	0.9074	0.9526
0.4576	3.7887	538	0.9726	-0.1000	0.9726	0.9862
0.4576	3.8028	540	0.9609	-0.0916	0.9609	0.9802
0.4576	3.8169	542	0.9094	-0.0820	0.9094	0.9536
0.4576	3.8310	544	0.8528	0.1538	0.8528	0.9235
0.4576	3.8451	546	0.8897	0.1538	0.8897	0.9432
0.4576	3.8592	548	0.9804	-0.0820	0.9804	0.9902
0.4576	3.8732	550	1.1156	-0.0916	1.1156	1.0562
0.4576	3.8873	552	1.1900	-0.1000	1.1900	1.0909
0.4576	3.9014	554	1.1036	-0.0916	1.1036	1.0505
0.4576	3.9155	556	0.8916	-0.0708	0.8916	0.9443
0.4576	3.9296	558	0.7508	0.2326	0.7508	0.8665
0.4576	3.9437	560	0.7310	0.2326	0.7310	0.8550
0.4576	3.9577	562	0.7278	0.0	0.7278	0.8531
0.4576	3.9718	564	0.7530	0.2326	0.7530	0.8677
0.4576	3.9859	566	0.8256	0.1538	0.8256	0.9086
0.4576	4.0	568	0.8497	-0.0708	0.8497	0.9218
0.4576	4.0141	570	0.8561	-0.0820	0.8561	0.9253
0.4576	4.0282	572	0.8068	0.1895	0.8068	0.8982
0.4576	4.0423	574	0.8274	0.1895	0.8274	0.9096
0.4576	4.0563	576	0.8739	-0.0577	0.8739	0.9349
0.4576	4.0704	578	0.9081	-0.0577	0.9081	0.9530
0.4576	4.0845	580	0.9308	-0.0577	0.9308	0.9648
0.4576	4.0986	582	0.9804	-0.0708	0.9804	0.9902
0.4576	4.1127	584	0.9765	-0.0916	0.9765	0.9882
0.4576	4.1268	586	0.9349	-0.0708	0.9349	0.9669
0.4576	4.1408	588	0.9128	-0.0708	0.9128	0.9554
0.4576	4.1549	590	0.9206	-0.0708	0.9206	0.9595
0.4576	4.1690	592	0.9676	-0.0916	0.9676	0.9837
0.4576	4.1831	594	1.0529	-0.0916	1.0529	1.0261
0.4576	4.1972	596	1.1729	-0.1000	1.1729	1.0830
0.4576	4.2113	598	1.2541	-0.1000	1.2541	1.1199
0.4576	4.2254	600	1.2087	-0.1000	1.2087	1.0994
0.4576	4.2394	602	1.1563	-0.1000	1.1563	1.0753
0.4576	4.2535	604	1.0671	-0.0916	1.0671	1.0330
0.4576	4.2676	606	1.0021	-0.0708	1.0021	1.0010
0.4576	4.2817	608	1.0651	-0.0916	1.0651	1.0320
0.4576	4.2958	610	1.1639	-0.0916	1.1639	1.0788
0.4576	4.3099	612	1.2637	-0.1000	1.2637	1.1242
0.4576	4.3239	614	1.3890	-0.2550	1.3890	1.1785
0.4576	4.3380	616	1.6282	-0.2532	1.6282	1.2760
0.4576	4.3521	618	1.6376	-0.2000	1.6376	1.2797
0.4576	4.3662	620	1.3404	-0.2550	1.3404	1.1578
0.4576	4.3803	622	1.0000	-0.1000	1.0000	1.0000
0.4576	4.3944	624	0.8581	0.1538	0.8581	0.9263
0.4576	4.4085	626	0.8519	0.2326	0.8519	0.9230
0.4576	4.4225	628	0.8683	-0.2222	0.8683	0.9318
0.4576	4.4366	630	0.8681	0.1538	0.8681	0.9317
0.4576	4.4507	632	0.8881	-0.0916	0.8881	0.9424
0.4576	4.4648	634	1.0222	-0.1000	1.0222	1.0111
0.4576	4.4789	636	1.0718	-0.1000	1.0718	1.0353
0.4576	4.4930	638	1.0072	-0.1000	1.0072	1.0036
0.4576	4.5070	640	0.9791	-0.0820	0.9791	0.9895
0.4576	4.5211	642	0.9738	-0.0820	0.9738	0.9868
0.4576	4.5352	644	0.9346	-0.0820	0.9346	0.9668
0.4576	4.5493	646	0.8977	-0.0820	0.8977	0.9475
0.4576	4.5634	648	0.8945	-0.0820	0.8945	0.9458
0.4576	4.5775	650	0.8514	-0.0820	0.8514	0.9227
0.4576	4.5915	652	0.7579	0.1895	0.7579	0.8706
0.4576	4.6056	654	0.7675	0.1895	0.7675	0.8761
0.4576	4.6197	656	0.8428	-0.0708	0.8428	0.9181
0.4576	4.6338	658	0.9099	-0.0820	0.9099	0.9539
0.4576	4.6479	660	0.9722	-0.0820	0.9722	0.9860
0.4576	4.6620	662	0.9297	-0.0708	0.9297	0.9642
0.4576	4.6761	664	0.9116	-0.0708	0.9116	0.9548
0.4576	4.6901	666	0.9747	-0.0820	0.9747	0.9872
0.4576	4.7042	668	1.0005	-0.0916	1.0005	1.0003
0.4576	4.7183	670	0.9546	-0.0820	0.9546	0.9770
0.4576	4.7324	672	0.9562	-0.0820	0.9562	0.9778
0.4576	4.7465	674	0.9703	-0.0820	0.9703	0.9850
0.4576	4.7606	676	0.9847	-0.0820	0.9847	0.9923
0.4576	4.7746	678	1.0142	-0.0916	1.0142	1.0071
0.4576	4.7887	680	1.0359	-0.1000	1.0359	1.0178
0.4576	4.8028	682	1.0486	-0.1000	1.0486	1.0240
0.4576	4.8169	684	1.0377	-0.1000	1.0377	1.0187
0.4576	4.8310	686	1.0073	-0.1000	1.0073	1.0036
0.4576	4.8451	688	0.9869	-0.0916	0.9869	0.9934
0.4576	4.8592	690	0.9913	-0.0916	0.9913	0.9956
0.4576	4.8732	692	1.0185	-0.0916	1.0185	1.0092
0.4576	4.8873	694	1.0148	-0.0916	1.0148	1.0074
0.4576	4.9014	696	1.0384	-0.0916	1.0384	1.0190
0.4576	4.9155	698	1.0958	-0.1000	1.0958	1.0468
0.4576	4.9296	700	1.0890	-0.1000	1.0890	1.0436
0.4576	4.9437	702	1.0583	-0.1000	1.0583	1.0287
0.4576	4.9577	704	0.9968	-0.0820	0.9968	0.9984
0.4576	4.9718	706	0.9040	-0.0820	0.9040	0.9508
0.4576	4.9859	708	0.7764	0.1895	0.7764	0.8811
0.4576	5.0	710	0.7790	0.1239	0.7790	0.8826
0.4576	5.0141	712	0.8374	-0.0820	0.8374	0.9151
0.4576	5.0282	714	0.9081	-0.1000	0.9081	0.9530
0.4576	5.0423	716	0.9830	-0.1000	0.9830	0.9915
0.4576	5.0563	718	0.9828	-0.1000	0.9828	0.9914
0.4576	5.0704	720	0.9388	-0.0916	0.9388	0.9689
0.4576	5.0845	722	0.8902	-0.0820	0.8902	0.9435
0.4576	5.0986	724	0.8973	-0.0820	0.8973	0.9473
0.4576	5.1127	726	0.9690	-0.0820	0.9690	0.9844
0.4576	5.1268	728	0.9933	-0.0916	0.9933	0.9966
0.4576	5.1408	730	0.9836	-0.1000	0.9836	0.9917
0.4576	5.1549	732	0.9907	-0.1000	0.9907	0.9953
0.4576	5.1690	734	0.9911	-0.1000	0.9911	0.9955
0.4576	5.1831	736	0.9625	-0.0916	0.9625	0.9811
0.4576	5.1972	738	0.9103	-0.0820	0.9103	0.9541
0.4576	5.2113	740	0.8822	-0.0820	0.8822	0.9392
0.4576	5.2254	742	0.9151	-0.0916	0.9151	0.9566
0.4576	5.2394	744	0.9389	-0.0916	0.9389	0.9690
0.4576	5.2535	746	0.9449	-0.0916	0.9449	0.9720
0.4576	5.2676	748	0.9471	-0.0916	0.9471	0.9732
0.4576	5.2817	750	0.9467	-0.0916	0.9467	0.9730
0.4576	5.2958	752	0.9534	-0.0916	0.9534	0.9764
0.4576	5.3099	754	0.9573	-0.0916	0.9573	0.9784
0.4576	5.3239	756	0.9773	-0.1000	0.9773	0.9886
0.4576	5.3380	758	0.9763	-0.0916	0.9763	0.9881
0.4576	5.3521	760	0.9726	-0.0916	0.9726	0.9862
0.4576	5.3662	762	0.9503	-0.0916	0.9503	0.9748
0.4576	5.3803	764	0.9268	-0.0916	0.9268	0.9627
0.4576	5.3944	766	0.9677	-0.0916	0.9677	0.9837
0.4576	5.4085	768	1.0383	-0.0916	1.0383	1.0190
0.4576	5.4225	770	1.1135	-0.1000	1.1135	1.0552
0.4576	5.4366	772	1.1264	-0.1000	1.1264	1.0613
0.4576	5.4507	774	1.1002	-0.1000	1.1002	1.0489
0.4576	5.4648	776	1.0454	-0.0916	1.0454	1.0224
0.4576	5.4789	778	0.9590	-0.0916	0.9590	0.9793
0.4576	5.4930	780	0.9654	-0.0708	0.9654	0.9826
0.4576	5.5070	782	1.0314	-0.0916	1.0314	1.0156
0.4576	5.5211	784	1.0613	-0.0916	1.0613	1.0302
0.4576	5.5352	786	1.0800	-0.1000	1.0800	1.0392
0.4576	5.5493	788	1.0622	-0.0916	1.0622	1.0306
0.4576	5.5634	790	1.0226	-0.0916	1.0226	1.0112
0.4576	5.5775	792	0.9490	-0.0708	0.9490	0.9742
0.4576	5.5915	794	0.8892	-0.0577	0.8892	0.9430
0.4576	5.6056	796	0.9457	-0.0916	0.9457	0.9725
0.4576	5.6197	798	0.9987	-0.0916	0.9987	0.9993
0.4576	5.6338	800	1.0247	-0.0916	1.0247	1.0123
0.4576	5.6479	802	1.0516	-0.1000	1.0516	1.0255
0.4576	5.6620	804	1.0604	-0.1074	1.0604	1.0298
0.4576	5.6761	806	1.0553	-0.1074	1.0553	1.0273
0.4576	5.6901	808	1.0393	-0.1000	1.0393	1.0194
0.4576	5.7042	810	1.0076	-0.0916	1.0076	1.0038
0.4576	5.7183	812	0.9591	-0.0916	0.9591	0.9793
0.4576	5.7324	814	0.9499	-0.0916	0.9499	0.9746
0.4576	5.7465	816	0.9806	-0.0916	0.9806	0.9903
0.4576	5.7606	818	0.9950	-0.0916	0.9950	0.9975
0.4576	5.7746	820	0.9883	-0.0916	0.9883	0.9941
0.4576	5.7887	822	0.9697	-0.0916	0.9697	0.9847
0.4576	5.8028	824	0.8828	-0.0820	0.8828	0.9396
0.4576	5.8169	826	0.8775	-0.0820	0.8775	0.9368
0.4576	5.8310	828	0.8805	-0.0820	0.8805	0.9383
0.4576	5.8451	830	0.8446	-0.0820	0.8446	0.9190
0.4576	5.8592	832	0.8823	-0.0820	0.8823	0.9393
0.4576	5.8732	834	0.9661	-0.0916	0.9661	0.9829
0.4576	5.8873	836	1.0479	-0.0916	1.0479	1.0237
0.4576	5.9014	838	1.0710	-0.0916	1.0710	1.0349
0.4576	5.9155	840	1.0868	-0.0916	1.0868	1.0425
0.4576	5.9296	842	1.0470	-0.0916	1.0470	1.0232
0.4576	5.9437	844	0.9962	-0.0820	0.9962	0.9981
0.4576	5.9577	846	0.9873	-0.0820	0.9873	0.9936
0.4576	5.9718	848	1.0376	-0.0916	1.0376	1.0186
0.4576	5.9859	850	1.0897	-0.0916	1.0897	1.0439
0.4576	6.0	852	1.1060	-0.0916	1.1060	1.0517
0.4576	6.0141	854	1.0690	-0.0916	1.0690	1.0339
0.4576	6.0282	856	0.9627	-0.0708	0.9627	0.9812
0.4576	6.0423	858	0.8105	0.1895	0.8105	0.9003
0.4576	6.0563	860	0.7449	0.2326	0.7449	0.8631
0.4576	6.0704	862	0.7759	0.2326	0.7759	0.8809
0.4576	6.0845	864	0.9143	-0.0820	0.9143	0.9562
0.4576	6.0986	866	0.9542	-0.0820	0.9542	0.9768
0.4576	6.1127	868	0.9759	-0.0820	0.9759	0.9879
0.4576	6.1268	870	0.9123	-0.0820	0.9123	0.9551
0.4576	6.1408	872	0.8460	0.2326	0.8460	0.9198
0.4576	6.1549	874	0.7956	0.2326	0.7956	0.8920
0.4576	6.1690	876	0.7491	0.2326	0.7491	0.8655
0.4576	6.1831	878	0.7307	0.2326	0.7307	0.8548
0.4576	6.1972	880	0.7413	0.2326	0.7413	0.8610
0.4576	6.2113	882	0.7907	-0.0577	0.7907	0.8892
0.4576	6.2254	884	0.8719	-0.0708	0.8719	0.9337
0.4576	6.2394	886	0.8806	-0.0708	0.8806	0.9384
0.4576	6.2535	888	0.8821	-0.0708	0.8821	0.9392
0.4576	6.2676	890	0.8588	-0.0708	0.8588	0.9267
0.4576	6.2817	892	0.9112	-0.0708	0.9112	0.9546
0.4576	6.2958	894	0.9536	-0.0708	0.9536	0.9765
0.4576	6.3099	896	0.9615	-0.0820	0.9615	0.9805
0.4576	6.3239	898	0.9400	-0.0708	0.9400	0.9695
0.4576	6.3380	900	0.9396	-0.0820	0.9396	0.9693
0.4576	6.3521	902	0.9778	-0.0820	0.9778	0.9889
0.4576	6.3662	904	1.0173	-0.0916	1.0173	1.0086
0.4576	6.3803	906	1.0648	-0.0916	1.0648	1.0319
0.4576	6.3944	908	1.0967	-0.0916	1.0967	1.0472
0.4576	6.4085	910	1.1367	-0.1074	1.1367	1.0662
0.4576	6.4225	912	1.1359	-0.1000	1.1359	1.0658
0.4576	6.4366	914	1.1221	-0.1000	1.1221	1.0593
0.4576	6.4507	916	1.0648	-0.0916	1.0648	1.0319
0.4576	6.4648	918	0.9715	-0.0820	0.9715	0.9857
0.4576	6.4789	920	0.9006	-0.0708	0.9006	0.9490
0.4576	6.4930	922	0.8969	-0.0708	0.8969	0.9470
0.4576	6.5070	924	0.9443	-0.0708	0.9443	0.9717
0.4576	6.5211	926	0.9430	-0.0708	0.9430	0.9711
0.4576	6.5352	928	0.9163	-0.0708	0.9163	0.9573
0.4576	6.5493	930	0.9138	-0.0708	0.9138	0.9559
0.4576	6.5634	932	0.9423	-0.0708	0.9423	0.9707
0.4576	6.5775	934	0.9714	-0.0708	0.9714	0.9856
0.4576	6.5915	936	1.0002	-0.0820	1.0002	1.0001
0.4576	6.6056	938	0.9754	-0.0708	0.9754	0.9876
0.4576	6.6197	940	0.9184	-0.0708	0.9184	0.9583
0.4576	6.6338	942	0.8756	-0.0421	0.8756	0.9357
0.4576	6.6479	944	0.8732	-0.0421	0.8732	0.9345
0.4576	6.6620	946	0.8804	-0.0421	0.8804	0.9383
0.4576	6.6761	948	0.8964	-0.0577	0.8964	0.9468
0.4576	6.6901	950	0.9634	-0.0820	0.9634	0.9815
0.4576	6.7042	952	1.0151	-0.0916	1.0151	1.0075
0.4576	6.7183	954	1.0295	-0.0916	1.0295	1.0146
0.4576	6.7324	956	1.0095	-0.0916	1.0095	1.0048
0.4576	6.7465	958	0.9842	-0.0916	0.9842	0.9920
0.4576	6.7606	960	0.9607	-0.0916	0.9607	0.9801
0.4576	6.7746	962	0.9760	-0.0916	0.9760	0.9879
0.4576	6.7887	964	1.0003	-0.0916	1.0003	1.0002
0.4576	6.8028	966	0.9806	-0.0916	0.9806	0.9903
0.4576	6.8169	968	0.9966	-0.0916	0.9966	0.9983
0.4576	6.8310	970	1.0051	-0.0916	1.0051	1.0026
0.4576	6.8451	972	1.0124	-0.0916	1.0124	1.0062
0.4576	6.8592	974	0.9837	-0.0916	0.9837	0.9918
0.4576	6.8732	976	0.9265	-0.0916	0.9265	0.9625
0.4576	6.8873	978	0.8983	-0.0916	0.8983	0.9478
0.4576	6.9014	980	0.8860	-0.0820	0.8860	0.9413
0.4576	6.9155	982	0.8320	0.1895	0.8320	0.9122
0.4576	6.9296	984	0.8374	0.1895	0.8374	0.9151
0.4576	6.9437	986	0.8629	-0.0708	0.8629	0.9289
0.4576	6.9577	988	0.8947	-0.0708	0.8947	0.9459
0.4576	6.9718	990	0.8935	-0.0708	0.8935	0.9452
0.4576	6.9859	992	0.8986	-0.0708	0.8986	0.9480
0.4576	7.0	994	0.9401	-0.0916	0.9401	0.9696
0.4576	7.0141	996	0.9167	-0.0820	0.9167	0.9575
0.4576	7.0282	998	0.8214	0.1895	0.8214	0.9063
0.0882	7.0423	1000	0.7304	0.2326	0.7304	0.8546
0.0882	7.0563	1002	0.6894	0.2326	0.6894	0.8303
0.0882	7.0704	1004	0.6854	0.2326	0.6854	0.8279
0.0882	7.0845	1006	0.7047	0.2326	0.7047	0.8394
0.0882	7.0986	1008	0.7662	0.1895	0.7662	0.8753
0.0882	7.1127	1010	0.8352	-0.0577	0.8352	0.9139
0.0882	7.1268	1012	0.9043	-0.0820	0.9043	0.9510
0.0882	7.1408	1014	0.8929	-0.0820	0.8929	0.9449
0.0882	7.1549	1016	0.8412	-0.0708	0.8412	0.9172
0.0882	7.1690	1018	0.8094	-0.0421	0.8094	0.8996
0.0882	7.1831	1020	0.8155	-0.0577	0.8155	0.9031
0.0882	7.1972	1022	0.8204	-0.0577	0.8204	0.9057
0.0882	7.2113	1024	0.8367	-0.0577	0.8367	0.9147
0.0882	7.2254	1026	0.8674	-0.0577	0.8674	0.9314
0.0882	7.2394	1028	0.9306	-0.0916	0.9306	0.9647
0.0882	7.2535	1030	0.9903	-0.0916	0.9903	0.9952
0.0882	7.2676	1032	0.9913	-0.0916	0.9913	0.9956
0.0882	7.2817	1034	1.0299	-0.0916	1.0299	1.0148
0.0882	7.2958	1036	1.0127	-0.0916	1.0127	1.0063
0.0882	7.3099	1038	0.9251	-0.0708	0.9251	0.9618
0.0882	7.3239	1040	0.8389	-0.0577	0.8389	0.9159
0.0882	7.3380	1042	0.7651	0.2326	0.7651	0.8747
0.0882	7.3521	1044	0.7617	-0.0421	0.7617	0.8728
0.0882	7.3662	1046	0.8124	-0.0577	0.8124	0.9013
0.0882	7.3803	1048	0.8382	-0.0577	0.8382	0.9155
0.0882	7.3944	1050	0.8322	-0.0577	0.8322	0.9122
0.0882	7.4085	1052	0.8260	-0.0577	0.8260	0.9089
0.0882	7.4225	1054	0.8162	-0.0421	0.8162	0.9034
0.0882	7.4366	1056	0.8215	-0.0421	0.8215	0.9064
0.0882	7.4507	1058	0.8256	-0.0421	0.8256	0.9086
0.0882	7.4648	1060	0.8379	-0.0421	0.8379	0.9154
0.0882	7.4789	1062	0.8615	-0.0421	0.8615	0.9282
0.0882	7.4930	1064	0.8670	-0.0421	0.8670	0.9311
0.0882	7.5070	1066	0.8979	-0.0577	0.8979	0.9476
0.0882	7.5211	1068	0.9486	-0.0708	0.9486	0.9740
0.0882	7.5352	1070	0.9875	-0.0916	0.9875	0.9937
0.0882	7.5493	1072	1.0528	-0.0916	1.0528	1.0260
0.0882	7.5634	1074	1.0967	-0.0916	1.0967	1.0472
0.0882	7.5775	1076	1.1007	-0.0916	1.1007	1.0492
0.0882	7.5915	1078	1.0533	-0.0916	1.0533	1.0263
0.0882	7.6056	1080	0.9991	-0.0916	0.9991	0.9996
0.0882	7.6197	1082	1.0126	-0.0916	1.0126	1.0063
0.0882	7.6338	1084	1.0215	-0.0916	1.0215	1.0107
0.0882	7.6479	1086	1.0375	-0.0916	1.0375	1.0186
0.0882	7.6620	1088	1.0522	-0.0916	1.0522	1.0258
0.0882	7.6761	1090	1.0143	-0.0916	1.0143	1.0071
0.0882	7.6901	1092	0.9054	-0.0820	0.9054	0.9515
0.0882	7.7042	1094	0.8130	-0.0421	0.8130	0.9017
0.0882	7.7183	1096	0.7499	0.2326	0.7499	0.8660
0.0882	7.7324	1098	0.7392	0.2326	0.7392	0.8597
0.0882	7.7465	1100	0.7600	-0.0421	0.7600	0.8718
0.0882	7.7606	1102	0.7800	-0.0421	0.7800	0.8832
0.0882	7.7746	1104	0.8289	-0.0421	0.8289	0.9104
0.0882	7.7887	1106	0.8847	-0.0820	0.8847	0.9406
0.0882	7.8028	1108	0.9278	-0.0916	0.9278	0.9632
0.0882	7.8169	1110	0.9946	-0.0916	0.9946	0.9973
0.0882	7.8310	1112	1.0436	-0.0916	1.0436	1.0216
0.0882	7.8451	1114	1.0703	-0.0916	1.0703	1.0346
0.0882	7.8592	1116	1.0911	-0.1000	1.0911	1.0446
0.0882	7.8732	1118	1.0944	-0.1000	1.0944	1.0461
0.0882	7.8873	1120	1.0871	-0.1000	1.0871	1.0426
0.0882	7.9014	1122	1.0916	-0.1000	1.0916	1.0448
0.0882	7.9155	1124	1.0990	-0.1000	1.0990	1.0483
0.0882	7.9296	1126	1.0972	-0.1000	1.0972	1.0475
0.0882	7.9437	1128	1.0928	-0.1000	1.0928	1.0454
0.0882	7.9577	1130	1.0660	-0.0916	1.0660	1.0325
0.0882	7.9718	1132	1.0359	-0.0916	1.0359	1.0178
0.0882	7.9859	1134	1.0231	-0.0916	1.0231	1.0115
0.0882	8.0	1136	1.0233	-0.0916	1.0233	1.0116
0.0882	8.0141	1138	1.0242	-0.0916	1.0242	1.0120
0.0882	8.0282	1140	1.0288	-0.0916	1.0288	1.0143
0.0882	8.0423	1142	1.0424	-0.1000	1.0424	1.0210
0.0882	8.0563	1144	1.0367	-0.1000	1.0367	1.0182
0.0882	8.0704	1146	1.0227	-0.0916	1.0227	1.0113
0.0882	8.0845	1148	1.0064	-0.0916	1.0064	1.0032
0.0882	8.0986	1150	0.9739	-0.0916	0.9739	0.9869
0.0882	8.1127	1152	0.9571	-0.0916	0.9571	0.9783
0.0882	8.1268	1154	0.9426	-0.0916	0.9426	0.9709
0.0882	8.1408	1156	0.9113	-0.0820	0.9113	0.9546
0.0882	8.1549	1158	0.9187	-0.0820	0.9187	0.9585
0.0882	8.1690	1160	0.9257	-0.0820	0.9257	0.9622
0.0882	8.1831	1162	0.9365	-0.0820	0.9365	0.9677
0.0882	8.1972	1164	0.9725	-0.0916	0.9725	0.9862
0.0882	8.2113	1166	1.0286	-0.0916	1.0286	1.0142
0.0882	8.2254	1168	1.0505	-0.0916	1.0505	1.0249
0.0882	8.2394	1170	1.0622	-0.0916	1.0622	1.0307
0.0882	8.2535	1172	1.0410	-0.0916	1.0410	1.0203
0.0882	8.2676	1174	1.0105	-0.0916	1.0105	1.0052
0.0882	8.2817	1176	0.9784	-0.0916	0.9784	0.9892
0.0882	8.2958	1178	0.9374	-0.0820	0.9374	0.9682
0.0882	8.3099	1180	0.9112	-0.0820	0.9112	0.9546
0.0882	8.3239	1182	0.9103	-0.0708	0.9103	0.9541
0.0882	8.3380	1184	0.9178	-0.0820	0.9178	0.9580
0.0882	8.3521	1186	0.9395	-0.0820	0.9395	0.9693
0.0882	8.3662	1188	0.9709	-0.0820	0.9709	0.9853
0.0882	8.3803	1190	1.0055	-0.0916	1.0055	1.0028
0.0882	8.3944	1192	1.0190	-0.0916	1.0190	1.0094
0.0882	8.4085	1194	1.0174	-0.0916	1.0174	1.0086
0.0882	8.4225	1196	1.0181	-0.0916	1.0181	1.0090
0.0882	8.4366	1198	1.0119	-0.0916	1.0119	1.0059
0.0882	8.4507	1200	1.0104	-0.0916	1.0104	1.0052
0.0882	8.4648	1202	0.9885	-0.0916	0.9885	0.9942
0.0882	8.4789	1204	0.9558	-0.0820	0.9558	0.9777
0.0882	8.4930	1206	0.9503	-0.0820	0.9503	0.9749
0.0882	8.5070	1208	0.9546	-0.0820	0.9546	0.9771
0.0882	8.5211	1210	0.9873	-0.0916	0.9873	0.9936
0.0882	8.5352	1212	1.0144	-0.0916	1.0144	1.0072
0.0882	8.5493	1214	1.0360	-0.0916	1.0360	1.0179
0.0882	8.5634	1216	1.0523	-0.0916	1.0523	1.0258
0.0882	8.5775	1218	1.0648	-0.0916	1.0648	1.0319
0.0882	8.5915	1220	1.0804	-0.0916	1.0804	1.0394
0.0882	8.6056	1222	1.0873	-0.0916	1.0873	1.0427
0.0882	8.6197	1224	1.0728	-0.0916	1.0728	1.0358
0.0882	8.6338	1226	1.0576	-0.0916	1.0576	1.0284
0.0882	8.6479	1228	1.0216	-0.0916	1.0216	1.0107
0.0882	8.6620	1230	0.9767	-0.0916	0.9767	0.9883
0.0882	8.6761	1232	0.9282	-0.0708	0.9282	0.9634
0.0882	8.6901	1234	0.8888	-0.0577	0.8888	0.9428
0.0882	8.7042	1236	0.8723	-0.0421	0.8723	0.9340
0.0882	8.7183	1238	0.8673	-0.0421	0.8673	0.9313
0.0882	8.7324	1240	0.8628	-0.0421	0.8628	0.9289
0.0882	8.7465	1242	0.8772	-0.0577	0.8772	0.9366
0.0882	8.7606	1244	0.8830	-0.0577	0.8830	0.9397
0.0882	8.7746	1246	0.8960	-0.0577	0.8960	0.9466
0.0882	8.7887	1248	0.9048	-0.0577	0.9048	0.9512
0.0882	8.8028	1250	0.9132	-0.0577	0.9133	0.9556
0.0882	8.8169	1252	0.9114	-0.0577	0.9114	0.9547
0.0882	8.8310	1254	0.9201	-0.0708	0.9201	0.9592
0.0882	8.8451	1256	0.9466	-0.0916	0.9466	0.9729
0.0882	8.8592	1258	0.9814	-0.0916	0.9814	0.9907
0.0882	8.8732	1260	0.9968	-0.0916	0.9968	0.9984
0.0882	8.8873	1262	1.0127	-0.0916	1.0127	1.0063
0.0882	8.9014	1264	1.0181	-0.0916	1.0181	1.0090
0.0882	8.9155	1266	1.0279	-0.0916	1.0279	1.0138
0.0882	8.9296	1268	1.0302	-0.0916	1.0302	1.0150
0.0882	8.9437	1270	1.0401	-0.0916	1.0401	1.0198
0.0882	8.9577	1272	1.0328	-0.0916	1.0328	1.0163
0.0882	8.9718	1274	1.0250	-0.0916	1.0250	1.0124
0.0882	8.9859	1276	1.0177	-0.0916	1.0177	1.0088
0.0882	9.0	1278	0.9912	-0.0916	0.9912	0.9956
0.0882	9.0141	1280	0.9622	-0.0820	0.9622	0.9809
0.0882	9.0282	1282	0.9190	-0.0820	0.9190	0.9586
0.0882	9.0423	1284	0.8957	-0.0577	0.8957	0.9464
0.0882	9.0563	1286	0.8725	-0.0421	0.8725	0.9341
0.0882	9.0704	1288	0.8694	-0.0421	0.8694	0.9324
0.0882	9.0845	1290	0.8735	-0.0421	0.8735	0.9346
0.0882	9.0986	1292	0.8818	-0.0421	0.8818	0.9390
0.0882	9.1127	1294	0.9012	-0.0708	0.9012	0.9493
0.0882	9.1268	1296	0.9354	-0.0820	0.9354	0.9671
0.0882	9.1408	1298	0.9708	-0.0916	0.9708	0.9853
0.0882	9.1549	1300	0.9998	-0.0916	0.9998	0.9999
0.0882	9.1690	1302	1.0270	-0.0916	1.0270	1.0134
0.0882	9.1831	1304	1.0502	-0.0916	1.0502	1.0248
0.0882	9.1972	1306	1.0661	-0.0916	1.0661	1.0325
0.0882	9.2113	1308	1.0620	-0.0916	1.0620	1.0305
0.0882	9.2254	1310	1.0466	-0.0916	1.0466	1.0231
0.0882	9.2394	1312	1.0297	-0.0916	1.0297	1.0148
0.0882	9.2535	1314	1.0051	-0.0916	1.0051	1.0025
0.0882	9.2676	1316	0.9983	-0.0916	0.9983	0.9991
0.0882	9.2817	1318	1.0015	-0.0916	1.0015	1.0008
0.0882	9.2958	1320	1.0099	-0.0916	1.0099	1.0050
0.0882	9.3099	1322	1.0214	-0.0916	1.0214	1.0106
0.0882	9.3239	1324	1.0378	-0.0916	1.0378	1.0187
0.0882	9.3380	1326	1.0549	-0.0916	1.0549	1.0271
0.0882	9.3521	1328	1.0702	-0.0916	1.0702	1.0345
0.0882	9.3662	1330	1.0715	-0.0916	1.0715	1.0351
0.0882	9.3803	1332	1.0604	-0.0916	1.0604	1.0297
0.0882	9.3944	1334	1.0363	-0.0916	1.0363	1.0180
0.0882	9.4085	1336	1.0168	-0.0916	1.0168	1.0084
0.0882	9.4225	1338	0.9972	-0.0916	0.9972	0.9986
0.0882	9.4366	1340	0.9704	-0.0916	0.9704	0.9851
0.0882	9.4507	1342	0.9465	-0.0820	0.9465	0.9729
0.0882	9.4648	1344	0.9277	-0.0820	0.9277	0.9632
0.0882	9.4789	1346	0.9122	-0.0820	0.9122	0.9551
0.0882	9.4930	1348	0.8973	-0.0708	0.8973	0.9473
0.0882	9.5070	1350	0.8886	-0.0708	0.8886	0.9426
0.0882	9.5211	1352	0.8813	-0.0708	0.8813	0.9388
0.0882	9.5352	1354	0.8713	-0.0577	0.8713	0.9335
0.0882	9.5493	1356	0.8521	-0.0577	0.8521	0.9231
0.0882	9.5634	1358	0.8315	-0.0421	0.8315	0.9119
0.0882	9.5775	1360	0.8194	-0.0421	0.8194	0.9052
0.0882	9.5915	1362	0.8082	-0.0421	0.8082	0.8990
0.0882	9.6056	1364	0.8017	-0.0421	0.8017	0.8954
0.0882	9.6197	1366	0.7978	-0.0421	0.7978	0.8932
0.0882	9.6338	1368	0.7981	-0.0421	0.7981	0.8934
0.0882	9.6479	1370	0.8038	-0.0421	0.8038	0.8965
0.0882	9.6620	1372	0.8116	-0.0421	0.8116	0.9009
0.0882	9.6761	1374	0.8195	-0.0421	0.8195	0.9053
0.0882	9.6901	1376	0.8263	-0.0421	0.8263	0.9090
0.0882	9.7042	1378	0.8339	-0.0421	0.8339	0.9132
0.0882	9.7183	1380	0.8424	-0.0421	0.8424	0.9178
0.0882	9.7324	1382	0.8524	-0.0577	0.8524	0.9232
0.0882	9.7465	1384	0.8635	-0.0577	0.8635	0.9293
0.0882	9.7606	1386	0.8752	-0.0708	0.8752	0.9355
0.0882	9.7746	1388	0.8845	-0.0708	0.8845	0.9405
0.0882	9.7887	1390	0.8961	-0.0820	0.8961	0.9466
0.0882	9.8028	1392	0.9062	-0.0820	0.9062	0.9519
0.0882	9.8169	1394	0.9134	-0.0820	0.9134	0.9557
0.0882	9.8310	1396	0.9203	-0.0820	0.9203	0.9593
0.0882	9.8451	1398	0.9277	-0.0820	0.9277	0.9632
0.0882	9.8592	1400	0.9334	-0.0820	0.9334	0.9661
0.0882	9.8732	1402	0.9371	-0.0820	0.9371	0.9680
0.0882	9.8873	1404	0.9407	-0.0820	0.9407	0.9699
0.0882	9.9014	1406	0.9432	-0.0820	0.9432	0.9712
0.0882	9.9155	1408	0.9445	-0.0820	0.9445	0.9719
0.0882	9.9296	1410	0.9448	-0.0820	0.9448	0.9720
0.0882	9.9437	1412	0.9440	-0.0820	0.9440	0.9716
0.0882	9.9577	1414	0.9432	-0.0820	0.9432	0.9712
0.0882	9.9718	1416	0.9426	-0.0820	0.9426	0.9709
0.0882	9.9859	1418	0.9424	-0.0820	0.9424	0.9708
0.0882	10.0	1420	0.9423	-0.0820	0.9423	0.9707

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

Task: Text Classification
Library: transformers
Type: bert
Created: Nov 25, 2024
Updated: Nov 25, 2024