prm800k-ds_qwen_lora

Daewon0808/prm800k-ds_qwen_lora

prm800k-ds_qwen_lora is a machine learning model from Daewon0808. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as apache-2.0.

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

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At a glance

Library: peft
License: apache-2.0
Access: Public
Created: Jan 8, 2025
Updated: Jan 9, 2025
SHA: 232dd7e6

Base models

Qwen/Qwen2.5-Math-7B-Instruct

Model card

From the Hugging Face model README

prm800k-ds_qwen_lora

This model is a fine-tuned version of Qwen/Qwen2.5-Math-7B-Instruct on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.4917
Prm accuracy: 0.7170
Prm precision: 0.7978
Prm recall: 0.8554
Prm specificty: 0.2174
Prm npv: 0.2941
Prm f1: 0.8256
Prm f1 neg: 0.25
Prm f1 auc: 0.5364
Prm f1 auc (fixed): 0.3939

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: 1.25e-06
train_batch_size: 4
eval_batch_size: 4
seed: 908932403
distributed_type: multi-GPU
num_devices: 4
gradient_accumulation_steps: 8
total_train_batch_size: 128
total_eval_batch_size: 16
optimizer: Use 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: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Prm accuracy	Prm precision	Prm recall	Prm specificty	Prm npv	Prm f1	Prm f1 neg	Prm f1 auc	Prm f1 auc (fixed)
No log	0	0	0.8710	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3389
0.9742	0.0009	5	0.8704	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3394
1.1011	0.0017	10	0.8703	0.3962	0.8276	0.2892	0.7826	0.2338	0.4286	0.36	0.5359	0.3387
1.1047	0.0026	15	0.8687	0.3962	0.8276	0.2892	0.7826	0.2338	0.4286	0.36	0.5359	0.3368
0.8264	0.0035	20	0.8704	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3373
1.0666	0.0044	25	0.8703	0.3962	0.8276	0.2892	0.7826	0.2338	0.4286	0.36	0.5359	0.3413
1.0461	0.0052	30	0.8676	0.3962	0.8276	0.2892	0.7826	0.2338	0.4286	0.36	0.5359	0.3392
0.9793	0.0061	35	0.8701	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3379
0.9698	0.0070	40	0.8679	0.3962	0.8276	0.2892	0.7826	0.2338	0.4286	0.36	0.5359	0.3387
0.8782	0.0078	45	0.8694	0.3962	0.8276	0.2892	0.7826	0.2338	0.4286	0.36	0.5359	0.3368
1.2371	0.0087	50	0.8679	0.3962	0.8276	0.2892	0.7826	0.2338	0.4286	0.36	0.5359	0.3379
1.1912	0.0096	55	0.8691	0.4057	0.8571	0.2892	0.8261	0.2436	0.4324	0.3762	0.5576	0.3421
1.0701	0.0105	60	0.8686	0.3962	0.8276	0.2892	0.7826	0.2338	0.4286	0.36	0.5359	0.3389
1.0142	0.0113	65	0.8683	0.4151	0.8621	0.3012	0.8261	0.2468	0.4464	0.38	0.5636	0.3373
0.9797	0.0122	70	0.8695	0.4057	0.8571	0.2892	0.8261	0.2436	0.4324	0.3762	0.5576	0.3389
1.0189	0.0131	75	0.8679	0.3962	0.8276	0.2892	0.7826	0.2338	0.4286	0.36	0.5359	0.3387
1.0873	0.0140	80	0.8687	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3376
1.0912	0.0148	85	0.8676	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3389
1.0182	0.0157	90	0.8689	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3376
1.1723	0.0166	95	0.8704	0.4151	0.8621	0.3012	0.8261	0.2468	0.4464	0.38	0.5636	0.3379
0.9353	0.0174	100	0.8694	0.3962	0.8276	0.2892	0.7826	0.2338	0.4286	0.36	0.5359	0.3368
0.9825	0.0183	105	0.8699	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3408
0.9745	0.0192	110	0.8701	0.3962	0.8276	0.2892	0.7826	0.2338	0.4286	0.36	0.5359	0.3392
1.1447	0.0201	115	0.8679	0.4151	0.8621	0.3012	0.8261	0.2468	0.4464	0.38	0.5636	0.3394
0.9815	0.0209	120	0.8672	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3371
1.0683	0.0218	125	0.8669	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3353
0.9868	0.0227	130	0.8659	0.3962	0.8276	0.2892	0.7826	0.2338	0.4286	0.36	0.5359	0.3376
1.1338	0.0235	135	0.8673	0.3962	0.8276	0.2892	0.7826	0.2338	0.4286	0.36	0.5359	0.3387
1.0196	0.0244	140	0.8669	0.4151	0.8889	0.2892	0.8696	0.2532	0.4364	0.3922	0.5794	0.3368
0.9539	0.0253	145	0.8677	0.3962	0.8276	0.2892	0.7826	0.2338	0.4286	0.36	0.5359	0.3410
1.1188	0.0262	150	0.8693	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3405
0.8812	0.0270	155	0.8655	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3355
1.0255	0.0279	160	0.8657	0.4151	0.8621	0.3012	0.8261	0.2468	0.4464	0.38	0.5636	0.3436
0.9573	0.0288	165	0.8648	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3413
1.0484	0.0296	170	0.8717	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3376
1.0832	0.0305	175	0.8698	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3379
1.0121	0.0314	180	0.8669	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3408
1.0211	0.0323	185	0.8694	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3373
1.0162	0.0331	190	0.8680	0.4151	0.8621	0.3012	0.8261	0.2468	0.4464	0.38	0.5636	0.3389
1.0688	0.0340	195	0.8691	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3389
0.8814	0.0349	200	0.8651	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3397
0.9325	0.0358	205	0.8666	0.3962	0.8276	0.2892	0.7826	0.2338	0.4286	0.36	0.5359	0.3408
0.9927	0.0366	210	0.8712	0.3962	0.8276	0.2892	0.7826	0.2338	0.4286	0.36	0.5359	0.3368
0.9154	0.0375	215	0.8637	0.3962	0.8276	0.2892	0.7826	0.2338	0.4286	0.36	0.5359	0.3397
1.0494	0.0384	220	0.8640	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3387
1.0616	0.0392	225	0.8683	0.3962	0.8276	0.2892	0.7826	0.2338	0.4286	0.36	0.5359	0.3387
0.9259	0.0401	230	0.8658	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3355
1.0416	0.0410	235	0.8648	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3408
0.9585	0.0419	240	0.8652	0.3962	0.8276	0.2892	0.7826	0.2338	0.4286	0.36	0.5359	0.3368
0.9691	0.0427	245	0.8634	0.3962	0.8276	0.2892	0.7826	0.2338	0.4286	0.36	0.5359	0.3353
1.1708	0.0436	250	0.8659	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3389
0.9278	0.0445	255	0.8639	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3418
0.9827	0.0453	260	0.8623	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3376
1.1177	0.0462	265	0.8629	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3394
0.8737	0.0471	270	0.8659	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3371
1.0554	0.0480	275	0.8616	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3421
0.8404	0.0488	280	0.8638	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3402
0.9871	0.0497	285	0.8616	0.4151	0.8387	0.3133	0.7826	0.24	0.4561	0.3673	0.5479	0.3376
0.9882	0.0506	290	0.8600	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3363
0.8983	0.0514	295	0.8613	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3360
0.8891	0.0523	300	0.8578	0.4245	0.8438	0.3253	0.7826	0.2432	0.4696	0.3711	0.5540	0.3418
1.0476	0.0532	305	0.8574	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3347
1.0075	0.0541	310	0.8609	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3394
0.9449	0.0549	315	0.8588	0.4245	0.8438	0.3253	0.7826	0.2432	0.4696	0.3711	0.5540	0.3397
1.0449	0.0558	320	0.8578	0.4245	0.8438	0.3253	0.7826	0.2432	0.4696	0.3711	0.5540	0.3423
1.0201	0.0567	325	0.8532	0.4057	0.8333	0.3012	0.7826	0.2368	0.4425	0.3636	0.5419	0.3426
1.0953	0.0576	330	0.8549	0.4245	0.8438	0.3253	0.7826	0.2432	0.4696	0.3711	0.5540	0.3373
0.9869	0.0584	335	0.8532	0.4151	0.8387	0.3133	0.7826	0.24	0.4561	0.3673	0.5479	0.3394
0.917	0.0593	340	0.8525	0.4151	0.8387	0.3133	0.7826	0.24	0.4561	0.3673	0.5479	0.3379
0.9561	0.0602	345	0.8525	0.4245	0.8438	0.3253	0.7826	0.2432	0.4696	0.3711	0.5540	0.3397
0.918	0.0610	350	0.8535	0.4245	0.8438	0.3253	0.7826	0.2432	0.4696	0.3711	0.5540	0.3353
1.01	0.0619	355	0.8512	0.4245	0.8438	0.3253	0.7826	0.2432	0.4696	0.3711	0.5540	0.3421
0.8514	0.0628	360	0.8505	0.4245	0.8438	0.3253	0.7826	0.2432	0.4696	0.3711	0.5540	0.3345
1.0416	0.0637	365	0.8508	0.4245	0.8438	0.3253	0.7826	0.2432	0.4696	0.3711	0.5540	0.3387
0.9439	0.0645	370	0.8456	0.4245	0.8438	0.3253	0.7826	0.2432	0.4696	0.3711	0.5540	0.3392
1.0787	0.0654	375	0.8470	0.4245	0.8438	0.3253	0.7826	0.2432	0.4696	0.3711	0.5540	0.3381
0.817	0.0663	380	0.8422	0.4245	0.8438	0.3253	0.7826	0.2432	0.4696	0.3711	0.5540	0.3355
0.9289	0.0671	385	0.8410	0.4245	0.8438	0.3253	0.7826	0.2432	0.4696	0.3711	0.5540	0.3355
0.8835	0.0680	390	0.8407	0.4245	0.8438	0.3253	0.7826	0.2432	0.4696	0.3711	0.5540	0.3384
0.8203	0.0689	395	0.8362	0.4340	0.8485	0.3373	0.7826	0.2466	0.4828	0.375	0.5600	0.3431
0.8669	0.0698	400	0.8368	0.4245	0.8438	0.3253	0.7826	0.2432	0.4696	0.3711	0.5540	0.3379
1.0009	0.0706	405	0.8368	0.4245	0.8438	0.3253	0.7826	0.2432	0.4696	0.3711	0.5540	0.3415
0.9818	0.0715	410	0.8404	0.4057	0.7941	0.3253	0.6957	0.2222	0.4615	0.3368	0.5105	0.3368
0.9498	0.0724	415	0.8346	0.4245	0.8235	0.3373	0.7391	0.2361	0.4786	0.3579	0.5382	0.3366
0.9628	0.0732	420	0.8327	0.4151	0.8182	0.3253	0.7391	0.2329	0.4655	0.3542	0.5322	0.3368
0.9602	0.0741	425	0.8285	0.4245	0.8235	0.3373	0.7391	0.2361	0.4786	0.3579	0.5382	0.3428
1.0592	0.0750	430	0.8300	0.4245	0.8235	0.3373	0.7391	0.2361	0.4786	0.3579	0.5382	0.3402
0.9644	0.0759	435	0.8238	0.4245	0.8056	0.3494	0.6957	0.2286	0.4874	0.3441	0.5225	0.3379
1.0394	0.0767	440	0.8232	0.4151	0.8	0.3373	0.6957	0.2254	0.4746	0.3404	0.5165	0.3379
0.8947	0.0776	445	0.8235	0.4245	0.8056	0.3494	0.6957	0.2286	0.4874	0.3441	0.5225	0.3397
0.9981	0.0785	450	0.8181	0.4340	0.8108	0.3614	0.6957	0.2319	0.5	0.3478	0.5285	0.3384
0.9247	0.0794	455	0.8219	0.4151	0.7838	0.3494	0.6522	0.2174	0.4833	0.3261	0.5008	0.3384
0.9305	0.0802	460	0.8158	0.4151	0.7838	0.3494	0.6522	0.2174	0.4833	0.3261	0.5008	0.3389
0.7487	0.0811	465	0.8156	0.4245	0.775	0.3735	0.6087	0.2121	0.5041	0.3146	0.4911	0.3384
0.9297	0.0820	470	0.8141	0.4151	0.7692	0.3614	0.6087	0.2090	0.4918	0.3111	0.4851	0.3400
0.9059	0.0828	475	0.8113	0.4340	0.7805	0.3855	0.6087	0.2154	0.5161	0.3182	0.4971	0.3397
0.858	0.0837	480	0.8105	0.4434	0.7857	0.3976	0.6087	0.2188	0.528	0.3218	0.5031	0.3444
0.9365	0.0846	485	0.8056	0.4340	0.7805	0.3855	0.6087	0.2154	0.5161	0.3182	0.4971	0.3400
0.9158	0.0855	490	0.8052	0.4528	0.7907	0.4096	0.6087	0.2222	0.5397	0.3256	0.5092	0.3415
1.0106	0.0863	495	0.8053	0.4528	0.7907	0.4096	0.6087	0.2222	0.5397	0.3256	0.5092	0.3350
1.0231	0.0872	500	0.8039	0.4528	0.7907	0.4096	0.6087	0.2222	0.5397	0.3256	0.5092	0.3368
0.8758	0.0881	505	0.8004	0.4528	0.7907	0.4096	0.6087	0.2222	0.5397	0.3256	0.5092	0.3405
0.8541	0.0889	510	0.7960	0.4528	0.7907	0.4096	0.6087	0.2222	0.5397	0.3256	0.5092	0.3402
1.1382	0.0898	515	0.7965	0.4528	0.7907	0.4096	0.6087	0.2222	0.5397	0.3256	0.5092	0.3418
0.8114	0.0907	520	0.7931	0.4528	0.7907	0.4096	0.6087	0.2222	0.5397	0.3256	0.5092	0.3408
0.8616	0.0916	525	0.7903	0.4528	0.7907	0.4096	0.6087	0.2222	0.5397	0.3256	0.5092	0.3434
0.8475	0.0924	530	0.7875	0.4528	0.7907	0.4096	0.6087	0.2222	0.5397	0.3256	0.5092	0.3408
0.8872	0.0933	535	0.7834	0.4528	0.7907	0.4096	0.6087	0.2222	0.5397	0.3256	0.5092	0.3371
0.8752	0.0942	540	0.7787	0.4528	0.7907	0.4096	0.6087	0.2222	0.5397	0.3256	0.5092	0.3413
0.9203	0.0950	545	0.7838	0.4528	0.7907	0.4096	0.6087	0.2222	0.5397	0.3256	0.5092	0.3384
0.8133	0.0959	550	0.7798	0.4528	0.7907	0.4096	0.6087	0.2222	0.5397	0.3256	0.5092	0.3400
0.8991	0.0968	555	0.7784	0.4528	0.7907	0.4096	0.6087	0.2222	0.5397	0.3256	0.5092	0.3397
0.9506	0.0977	560	0.7750	0.4528	0.7907	0.4096	0.6087	0.2222	0.5397	0.3256	0.5092	0.3434
0.8239	0.0985	565	0.7715	0.4623	0.7955	0.4217	0.6087	0.2258	0.5512	0.3294	0.5152	0.3400
0.9937	0.0994	570	0.7691	0.4717	0.8	0.4337	0.6087	0.2295	0.5625	0.3333	0.5212	0.3413
0.8317	0.1003	575	0.7667	0.4811	0.8043	0.4458	0.6087	0.2333	0.5736	0.3373	0.5272	0.3381
0.9591	0.1012	580	0.7638	0.4811	0.8043	0.4458	0.6087	0.2333	0.5736	0.3373	0.5272	0.3408
0.9007	0.1020	585	0.7636	0.4906	0.8085	0.4578	0.6087	0.2373	0.5846	0.3415	0.5333	0.3384
0.9306	0.1029	590	0.7589	0.5	0.8125	0.4699	0.6087	0.2414	0.5954	0.3457	0.5393	0.3394
1.0412	0.1038	595	0.7555	0.5094	0.8163	0.4819	0.6087	0.2456	0.6061	0.35	0.5453	0.3410
0.8002	0.1046	600	0.7559	0.5094	0.8163	0.4819	0.6087	0.2456	0.6061	0.35	0.5453	0.3410
0.7951	0.1055	605	0.7534	0.5189	0.82	0.4940	0.6087	0.25	0.6165	0.3544	0.5513	0.3376
0.874	0.1064	610	0.7520	0.5189	0.82	0.4940	0.6087	0.25	0.6165	0.3544	0.5513	0.3379
0.7803	0.1073	615	0.7477	0.5377	0.8269	0.5181	0.6087	0.2593	0.6370	0.3636	0.5634	0.3392
0.7476	0.1081	620	0.7467	0.5189	0.82	0.4940	0.6087	0.25	0.6165	0.3544	0.5513	0.3415
0.9831	0.1090	625	0.7433	0.5283	0.8235	0.5060	0.6087	0.2545	0.6269	0.3590	0.5574	0.3405
0.8405	0.1099	630	0.7440	0.5283	0.8113	0.5181	0.5652	0.2453	0.6324	0.3421	0.5416	0.3402
0.9305	0.1107	635	0.7373	0.5377	0.8269	0.5181	0.6087	0.2593	0.6370	0.3636	0.5634	0.3405
0.7298	0.1116	640	0.7347	0.5377	0.8148	0.5301	0.5652	0.25	0.6423	0.3467	0.5477	0.3410
0.7993	0.1125	645	0.7333	0.5283	0.8113	0.5181	0.5652	0.2453	0.6324	0.3421	0.5416	0.3415
0.7328	0.1134	650	0.7313	0.5472	0.8302	0.5301	0.6087	0.2642	0.6471	0.3684	0.5694	0.3421
0.7019	0.1142	655	0.7324	0.5377	0.8148	0.5301	0.5652	0.25	0.6423	0.3467	0.5477	0.3402
0.7962	0.1151	660	0.7267	0.5377	0.8148	0.5301	0.5652	0.25	0.6423	0.3467	0.5477	0.3426
0.7035	0.1160	665	0.7271	0.5566	0.8214	0.5542	0.5652	0.26	0.6619	0.3562	0.5597	0.3439
0.7175	0.1168	670	0.7279	0.5377	0.8148	0.5301	0.5652	0.25	0.6423	0.3467	0.5477	0.3387
0.8144	0.1177	675	0.7224	0.5472	0.8182	0.5422	0.5652	0.2549	0.6522	0.3514	0.5537	0.3436
0.764	0.1186	680	0.7215	0.5660	0.8246	0.5663	0.5652	0.2653	0.6714	0.3611	0.5657	0.3405
0.7941	0.1195	685	0.7215	0.5566	0.8214	0.5542	0.5652	0.26	0.6619	0.3562	0.5597	0.3460
0.6953	0.1203	690	0.7211	0.5660	0.8246	0.5663	0.5652	0.2653	0.6714	0.3611	0.5657	0.3452
0.8098	0.1212	695	0.7208	0.5755	0.8276	0.5783	0.5652	0.2708	0.6809	0.3662	0.5718	0.3457
0.794	0.1221	700	0.7177	0.5849	0.8305	0.5904	0.5652	0.2766	0.6901	0.3714	0.5778	0.3470
0.8232	0.1230	705	0.7170	0.5849	0.8305	0.5904	0.5652	0.2766	0.6901	0.3714	0.5778	0.3418
0.7332	0.1238	710	0.7150	0.5849	0.8305	0.5904	0.5652	0.2766	0.6901	0.3714	0.5778	0.3452
0.6669	0.1247	715	0.7116	0.5943	0.8333	0.6024	0.5652	0.2826	0.6993	0.3768	0.5838	0.3463
0.6894	0.1256	720	0.7111	0.6038	0.8361	0.6145	0.5652	0.2889	0.7083	0.3824	0.5898	0.3447
0.6255	0.1264	725	0.7069	0.6038	0.8254	0.6265	0.5217	0.2791	0.7123	0.3636	0.5741	0.3481
0.7995	0.1273	730	0.7120	0.5943	0.8226	0.6145	0.5217	0.2727	0.7034	0.3582	0.5681	0.3457
0.63	0.1282	735	0.7047	0.5943	0.8226	0.6145	0.5217	0.2727	0.7034	0.3582	0.5681	0.3449
0.6199	0.1291	740	0.7063	0.6132	0.8281	0.6386	0.5217	0.2857	0.7211	0.3692	0.5801	0.3463
0.8246	0.1299	745	0.7054	0.6132	0.8281	0.6386	0.5217	0.2857	0.7211	0.3692	0.5801	0.3460
0.6151	0.1308	750	0.7058	0.6226	0.8308	0.6506	0.5217	0.2927	0.7297	0.375	0.5862	0.3455
0.6948	0.1317	755	0.7046	0.6132	0.8281	0.6386	0.5217	0.2857	0.7211	0.3692	0.5801	0.3444
0.6523	0.1325	760	0.7061	0.6226	0.8308	0.6506	0.5217	0.2927	0.7297	0.375	0.5862	0.3434
0.6917	0.1334	765	0.7008	0.6226	0.8308	0.6506	0.5217	0.2927	0.7297	0.375	0.5862	0.3489
0.6474	0.1343	770	0.7013	0.6226	0.8308	0.6506	0.5217	0.2927	0.7297	0.375	0.5862	0.3489
0.7276	0.1352	775	0.7024	0.6226	0.8308	0.6506	0.5217	0.2927	0.7297	0.375	0.5862	0.3468
0.5835	0.1360	780	0.7022	0.6321	0.8333	0.6627	0.5217	0.3	0.7383	0.3810	0.5922	0.3510
0.6701	0.1369	785	0.7007	0.6321	0.8333	0.6627	0.5217	0.3	0.7383	0.3810	0.5922	0.3470
0.6996	0.1378	790	0.6981	0.6321	0.8333	0.6627	0.5217	0.3	0.7383	0.3810	0.5922	0.3499
0.549	0.1386	795	0.6993	0.6321	0.8333	0.6627	0.5217	0.3	0.7383	0.3810	0.5922	0.3502
0.6014	0.1395	800	0.6983	0.6321	0.8333	0.6627	0.5217	0.3	0.7383	0.3810	0.5922	0.3486
0.6615	0.1404	805	0.6980	0.6321	0.8333	0.6627	0.5217	0.3	0.7383	0.3810	0.5922	0.3499
0.7162	0.1413	810	0.6983	0.6226	0.8209	0.6627	0.4783	0.2821	0.7333	0.3548	0.5705	0.3468
0.6497	0.1421	815	0.7022	0.6226	0.8209	0.6627	0.4783	0.2821	0.7333	0.3548	0.5705	0.3528
0.6384	0.1430	820	0.6981	0.6226	0.8209	0.6627	0.4783	0.2821	0.7333	0.3548	0.5705	0.3536
0.5356	0.1439	825	0.7019	0.6132	0.8088	0.6627	0.4348	0.2632	0.7285	0.3279	0.5487	0.3552
0.6151	0.1448	830	0.6953	0.6226	0.8116	0.6747	0.4348	0.2703	0.7368	0.3333	0.5547	0.3518
0.6445	0.1456	835	0.6935	0.6132	0.8088	0.6627	0.4348	0.2632	0.7285	0.3279	0.5487	0.3528
0.58	0.1465	840	0.6946	0.6321	0.8143	0.6867	0.4348	0.2778	0.7451	0.3390	0.5608	0.3510
0.7227	0.1474	845	0.6962	0.6321	0.8143	0.6867	0.4348	0.2778	0.7451	0.3390	0.5608	0.3507
0.7131	0.1482	850	0.6974	0.6321	0.8143	0.6867	0.4348	0.2778	0.7451	0.3390	0.5608	0.3476
0.5552	0.1491	855	0.6956	0.6415	0.8169	0.6988	0.4348	0.2857	0.7532	0.3448	0.5668	0.3476
0.6217	0.1500	860	0.6938	0.6321	0.8143	0.6867	0.4348	0.2778	0.7451	0.3390	0.5608	0.3549
0.5977	0.1509	865	0.6948	0.6415	0.8169	0.6988	0.4348	0.2857	0.7532	0.3448	0.5668	0.3565
0.7251	0.1517	870	0.6943	0.6415	0.8082	0.7108	0.3913	0.2727	0.7564	0.3214	0.5511	0.3528
0.7658	0.1526	875	0.6934	0.6509	0.8194	0.7108	0.4348	0.2941	0.7613	0.3509	0.5728	0.3544
0.7844	0.1535	880	0.6936	0.6604	0.8219	0.7229	0.4348	0.3030	0.7692	0.3571	0.5788	0.3502
0.5971	0.1543	885	0.6960	0.6604	0.8133	0.7349	0.3913	0.2903	0.7722	0.3333	0.5631	0.3515
0.5963	0.1552	890	0.6955	0.6509	0.8108	0.7229	0.3913	0.2812	0.7643	0.3273	0.5571	0.3541
0.5139	0.1561	895	0.6965	0.6604	0.8133	0.7349	0.3913	0.2903	0.7722	0.3333	0.5631	0.3554
0.6248	0.1570	900	0.6958	0.6509	0.8108	0.7229	0.3913	0.2812	0.7643	0.3273	0.5571	0.3525
0.5598	0.1578	905	0.6988	0.6604	0.8133	0.7349	0.3913	0.2903	0.7722	0.3333	0.5631	0.3552
0.6234	0.1587	910	0.6982	0.6509	0.8108	0.7229	0.3913	0.2812	0.7643	0.3273	0.5571	0.3570
0.6831	0.1596	915	0.6998	0.6604	0.8133	0.7349	0.3913	0.2903	0.7722	0.3333	0.5631	0.3546
0.7034	0.1604	920	0.6982	0.6698	0.8158	0.7470	0.3913	0.3	0.7799	0.3396	0.5691	0.3562
0.6493	0.1613	925	0.6951	0.6698	0.8158	0.7470	0.3913	0.3	0.7799	0.3396	0.5691	0.3559
0.6078	0.1622	930	0.7004	0.6792	0.8182	0.7590	0.3913	0.3103	0.7875	0.3462	0.5752	0.3518
0.8278	0.1631	935	0.6968	0.6698	0.8158	0.7470	0.3913	0.3	0.7799	0.3396	0.5691	0.3515
0.6547	0.1639	940	0.6971	0.6792	0.8182	0.7590	0.3913	0.3103	0.7875	0.3462	0.5752	0.3512
0.5028	0.1648	945	0.6987	0.6887	0.8205	0.7711	0.3913	0.3214	0.7950	0.3529	0.5812	0.3541
0.5351	0.1657	950	0.6969	0.6887	0.8205	0.7711	0.3913	0.3214	0.7950	0.3529	0.5812	0.3549
0.5672	0.1666	955	0.6964	0.6981	0.8228	0.7831	0.3913	0.3333	0.8025	0.36	0.5872	0.3531
0.5979	0.1674	960	0.6968	0.6887	0.8205	0.7711	0.3913	0.3214	0.7950	0.3529	0.5812	0.3531
0.6165	0.1683	965	0.6984	0.6981	0.8228	0.7831	0.3913	0.3333	0.8025	0.36	0.5872	0.3565
0.5007	0.1692	970	0.6981	0.6792	0.8101	0.7711	0.3478	0.2963	0.7901	0.32	0.5595	0.3541
0.6198	0.1700	975	0.6998	0.6792	0.8101	0.7711	0.3478	0.2963	0.7901	0.32	0.5595	0.3523
0.6454	0.1709	980	0.6990	0.6792	0.8101	0.7711	0.3478	0.2963	0.7901	0.32	0.5595	0.3541
0.4292	0.1718	985	0.7003	0.6792	0.8101	0.7711	0.3478	0.2963	0.7901	0.32	0.5595	0.3549
0.5319	0.1727	990	0.6968	0.6792	0.8101	0.7711	0.3478	0.2963	0.7901	0.32	0.5595	0.3533
0.6461	0.1735	995	0.6975	0.6887	0.8125	0.7831	0.3478	0.3077	0.7975	0.3265	0.5655	0.3552
0.5087	0.1744	1000	0.6988	0.6887	0.8125	0.7831	0.3478	0.3077	0.7975	0.3265	0.5655	0.3549
0.5811	0.1753	1005	0.6946	0.6981	0.8228	0.7831	0.3913	0.3333	0.8025	0.36	0.5872	0.3578
0.5251	0.1761	1010	0.6971	0.6792	0.8101	0.7711	0.3478	0.2963	0.7901	0.32	0.5595	0.3578
0.5338	0.1770	1015	0.6997	0.6887	0.8125	0.7831	0.3478	0.3077	0.7975	0.3265	0.5655	0.3520
0.6358	0.1779	1020	0.6978	0.6981	0.8148	0.7952	0.3478	0.32	0.8049	0.3333	0.5715	0.3552
0.5908	0.1788	1025	0.6944	0.6792	0.8101	0.7711	0.3478	0.2963	0.7901	0.32	0.5595	0.3536
0.4918	0.1796	1030	0.6950	0.6887	0.8125	0.7831	0.3478	0.3077	0.7975	0.3265	0.5655	0.3536
0.6848	0.1805	1035	0.6993	0.6887	0.8125	0.7831	0.3478	0.3077	0.7975	0.3265	0.5655	0.3552
0.6068	0.1814	1040	0.6962	0.6981	0.8148	0.7952	0.3478	0.32	0.8049	0.3333	0.5715	0.3554
0.5668	0.1823	1045	0.6962	0.6981	0.8148	0.7952	0.3478	0.32	0.8049	0.3333	0.5715	0.3528
0.5947	0.1831	1050	0.6928	0.6887	0.8125	0.7831	0.3478	0.3077	0.7975	0.3265	0.5655	0.3541
0.5486	0.1840	1055	0.6935	0.6981	0.8148	0.7952	0.3478	0.32	0.8049	0.3333	0.5715	0.3559
0.6362	0.1849	1060	0.6934	0.6981	0.8148	0.7952	0.3478	0.32	0.8049	0.3333	0.5715	0.3565
0.5574	0.1857	1065	0.6937	0.6981	0.8148	0.7952	0.3478	0.32	0.8049	0.3333	0.5715	0.3562
0.707	0.1866	1070	0.6921	0.7075	0.8171	0.8072	0.3478	0.3333	0.8121	0.3404	0.5775	0.3525
0.6285	0.1875	1075	0.6935	0.7075	0.8171	0.8072	0.3478	0.3333	0.8121	0.3404	0.5775	0.3536
0.5955	0.1884	1080	0.6925	0.7075	0.8171	0.8072	0.3478	0.3333	0.8121	0.3404	0.5775	0.3559
0.5627	0.1892	1085	0.6932	0.7075	0.8171	0.8072	0.3478	0.3333	0.8121	0.3404	0.5775	0.3528
0.6235	0.1901	1090	0.6942	0.6981	0.8148	0.7952	0.3478	0.32	0.8049	0.3333	0.5715	0.3520
0.5859	0.1910	1095	0.6926	0.7170	0.8193	0.8193	0.3478	0.3478	0.8193	0.3478	0.5836	0.3549
0.5368	0.1918	1100	0.6926	0.7075	0.8171	0.8072	0.3478	0.3333	0.8121	0.3404	0.5775	0.3541
0.4451	0.1927	1105	0.6903	0.7075	0.8171	0.8072	0.3478	0.3333	0.8121	0.3404	0.5775	0.3518
0.6219	0.1936	1110	0.6868	0.7170	0.8193	0.8193	0.3478	0.3478	0.8193	0.3478	0.5836	0.3518
0.6344	0.1945	1115	0.6902	0.7264	0.8214	0.8313	0.3478	0.3636	0.8263	0.3556	0.5896	0.3523
0.652	0.1953	1120	0.6918	0.7264	0.8214	0.8313	0.3478	0.3636	0.8263	0.3556	0.5896	0.3549
0.5624	0.1962	1125	0.6905	0.7170	0.8193	0.8193	0.3478	0.3478	0.8193	0.3478	0.5836	0.3497
0.5617	0.1971	1130	0.6898	0.7170	0.8193	0.8193	0.3478	0.3478	0.8193	0.3478	0.5836	0.3531
0.7159	0.1979	1135	0.6870	0.7264	0.8214	0.8313	0.3478	0.3636	0.8263	0.3556	0.5896	0.3502
0.5333	0.1988	1140	0.6877	0.7358	0.8235	0.8434	0.3478	0.3810	0.8333	0.3636	0.5956	0.3536
0.5525	0.1997	1145	0.6893	0.7358	0.8235	0.8434	0.3478	0.3810	0.8333	0.3636	0.5956	0.3473
0.4922	0.2006	1150	0.6896	0.7264	0.8214	0.8313	0.3478	0.3636	0.8263	0.3556	0.5896	0.3557
0.6223	0.2014	1155	0.6903	0.7453	0.8256	0.8554	0.3478	0.4	0.8402	0.3721	0.6016	0.3486
0.4901	0.2023	1160	0.6880	0.7453	0.8256	0.8554	0.3478	0.4	0.8402	0.3721	0.6016	0.3494
0.4398	0.2032	1165	0.6886	0.7358	0.8235	0.8434	0.3478	0.3810	0.8333	0.3636	0.5956	0.3512
0.6119	0.2041	1170	0.6902	0.7453	0.8256	0.8554	0.3478	0.4	0.8402	0.3721	0.6016	0.3481
0.4653	0.2049	1175	0.6902	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3486
0.6723	0.2058	1180	0.6893	0.7547	0.8276	0.8675	0.3478	0.4211	0.8471	0.3810	0.6076	0.3510
0.4364	0.2067	1185	0.6884	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3515
0.465	0.2075	1190	0.6873	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3512
0.6028	0.2084	1195	0.6854	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3478
0.5371	0.2093	1200	0.6839	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3478
0.5052	0.2102	1205	0.6855	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3504
0.5931	0.2110	1210	0.6825	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3515
0.66	0.2119	1215	0.6825	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3552
0.5526	0.2128	1220	0.6831	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3515
0.5829	0.2136	1225	0.6811	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3549
0.7008	0.2145	1230	0.6815	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3518
0.4929	0.2154	1235	0.6795	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3518
0.5568	0.2163	1240	0.6795	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3525
0.5041	0.2171	1245	0.6793	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3491
0.62	0.2180	1250	0.6800	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3497
0.5676	0.2189	1255	0.6761	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3502
0.5096	0.2197	1260	0.6768	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3491
0.4974	0.2206	1265	0.6745	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3533
0.5287	0.2215	1270	0.6765	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3470
0.5805	0.2224	1275	0.6767	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3504
0.5689	0.2232	1280	0.6745	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3533
0.609	0.2241	1285	0.6722	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3476
0.4479	0.2250	1290	0.6747	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3468
0.476	0.2259	1295	0.6680	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3539
0.5358	0.2267	1300	0.6710	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3499
0.5041	0.2276	1305	0.6699	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3491
0.4581	0.2285	1310	0.6689	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3510
0.4877	0.2293	1315	0.6713	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3494
0.5683	0.2302	1320	0.6692	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3489
0.607	0.2311	1325	0.6664	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3523
0.4698	0.2320	1330	0.6710	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3502
0.4957	0.2328	1335	0.6665	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3491
0.5718	0.2337	1340	0.6690	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3486
0.4264	0.2346	1345	0.6669	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3533
0.4532	0.2354	1350	0.6667	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3531
0.4568	0.2363	1355	0.6674	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3491
0.5913	0.2372	1360	0.6625	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3512
0.6249	0.2381	1365	0.6634	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3544
0.5011	0.2389	1370	0.6634	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3512
0.6022	0.2398	1375	0.6600	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3541
0.6305	0.2407	1380	0.6616	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3483
0.5074	0.2415	1385	0.6616	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3491
0.4653	0.2424	1390	0.6596	0.7547	0.8276	0.8675	0.3478	0.4211	0.8471	0.3810	0.6076	0.3499
0.5092	0.2433	1395	0.6582	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3497
0.6174	0.2442	1400	0.6616	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3504
0.5085	0.2450	1405	0.6557	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3473
0.5247	0.2459	1410	0.6536	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3491
0.5253	0.2468	1415	0.6531	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3481
0.5252	0.2477	1420	0.6555	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3528
0.4637	0.2485	1425	0.6531	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3541
0.6118	0.2494	1430	0.6545	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3494
0.5139	0.2503	1435	0.6509	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3504
0.4479	0.2511	1440	0.6518	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3502
0.4425	0.2520	1445	0.6504	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3525
0.56	0.2529	1450	0.6548	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3533
0.5169	0.2538	1455	0.6495	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3455
0.4568	0.2546	1460	0.6484	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3520
0.5358	0.2555	1465	0.6500	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3528
0.5118	0.2564	1470	0.6484	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3525
0.5312	0.2572	1475	0.6468	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3489
0.4821	0.2581	1480	0.6456	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3541
0.4806	0.2590	1485	0.6442	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3515
0.4543	0.2599	1490	0.6444	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3510
0.4211	0.2607	1495	0.6483	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3486
0.4999	0.2616	1500	0.6445	0.7642	0.8295	0.8795	0.3478	0.4444	0.8538	0.3902	0.6137	0.3541
0.4757	0.2625	1505	0.6424	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3544
0.4958	0.2633	1510	0.6387	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3465
0.4614	0.2642	1515	0.6420	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3536
0.3973	0.2651	1520	0.6397	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3546
0.5084	0.2660	1525	0.6420	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3541
0.5126	0.2668	1530	0.6406	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3539
0.4395	0.2677	1535	0.6348	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3491
0.4993	0.2686	1540	0.6387	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3510
0.6634	0.2695	1545	0.6380	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3483
0.48	0.2703	1550	0.6355	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3559
0.4767	0.2712	1555	0.6348	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3518
0.472	0.2721	1560	0.6351	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3504
0.4604	0.2729	1565	0.6328	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3481
0.5352	0.2738	1570	0.6323	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3476
0.4695	0.2747	1575	0.6323	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3520
0.4721	0.2756	1580	0.6316	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3523
0.5113	0.2764	1585	0.6295	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3494
0.4286	0.2773	1590	0.6326	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3518
0.3673	0.2782	1595	0.6314	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3512
0.4243	0.2790	1600	0.6309	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3525
0.4075	0.2799	1605	0.6282	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3546
0.4744	0.2808	1610	0.6254	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3562
0.4904	0.2817	1615	0.6287	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3504
0.5614	0.2825	1620	0.6309	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3523
0.5531	0.2834	1625	0.6287	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3528
0.4081	0.2843	1630	0.6280	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3489
0.5071	0.2851	1635	0.6254	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3531
0.4046	0.2860	1640	0.6243	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3520
0.4111	0.2869	1645	0.6278	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3536
0.4088	0.2878	1650	0.6278	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3491
0.3724	0.2886	1655	0.6246	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3523
0.4144	0.2895	1660	0.6200	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3486
0.4939	0.2904	1665	0.6214	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3515
0.404	0.2913	1670	0.6213	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3499
0.4253	0.2921	1675	0.6179	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3512
0.4306	0.2930	1680	0.6220	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3512
0.4205	0.2939	1685	0.6220	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3460
0.4697	0.2947	1690	0.6175	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3504
0.3531	0.2956	1695	0.6188	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3494
0.5658	0.2965	1700	0.6183	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3518
0.5455	0.2974	1705	0.6161	0.7830	0.8409	0.8916	0.3913	0.5	0.8655	0.4390	0.6414	0.3502
0.5142	0.2982	1710	0.6142	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3510
0.4807	0.2991	1715	0.6161	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3499
0.4464	0.3000	1720	0.6165	0.7830	0.8409	0.8916	0.3913	0.5	0.8655	0.4390	0.6414	0.3491
0.4925	0.3008	1725	0.6136	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3515
0.4326	0.3017	1730	0.6143	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3499
0.4561	0.3026	1735	0.6135	0.7925	0.8427	0.9036	0.3913	0.5294	0.8721	0.45	0.6475	0.3531
0.5009	0.3035	1740	0.6140	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3512
0.5299	0.3043	1745	0.6117	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3515
0.4985	0.3052	1750	0.6126	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3491
0.4496	0.3061	1755	0.6080	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3515
0.5759	0.3069	1760	0.6101	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3504
0.4305	0.3078	1765	0.6101	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3544
0.5013	0.3087	1770	0.6065	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3497
0.3961	0.3096	1775	0.6076	0.7830	0.8409	0.8916	0.3913	0.5	0.8655	0.4390	0.6414	0.3525
0.5502	0.3104	1780	0.6073	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3507
0.3793	0.3113	1785	0.6012	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3504
0.4633	0.3122	1790	0.6085	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3486
0.4402	0.3131	1795	0.6055	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3483
0.3892	0.3139	1800	0.6056	0.7453	0.8333	0.8434	0.3913	0.4091	0.8383	0.4	0.6173	0.3525
0.4391	0.3148	1805	0.6036	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3486
0.448	0.3157	1810	0.6028	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3504
0.4826	0.3165	1815	0.6015	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3528
0.552	0.3174	1820	0.6025	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3536
0.5018	0.3183	1825	0.6017	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3546
0.4867	0.3192	1830	0.5983	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3520
0.4242	0.3200	1835	0.5999	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3533
0.504	0.3209	1840	0.6006	0.7453	0.8333	0.8434	0.3913	0.4091	0.8383	0.4	0.6173	0.3570
0.5429	0.3218	1845	0.5977	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3512
0.4359	0.3226	1850	0.5961	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3549
0.6326	0.3235	1855	0.5945	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3539
0.4921	0.3244	1860	0.5954	0.7453	0.8333	0.8434	0.3913	0.4091	0.8383	0.4	0.6173	0.3541
0.5925	0.3253	1865	0.5954	0.7453	0.8333	0.8434	0.3913	0.4091	0.8383	0.4	0.6173	0.3562
0.3642	0.3261	1870	0.5934	0.7358	0.8313	0.8313	0.3913	0.3913	0.8313	0.3913	0.6113	0.3541
0.3788	0.3270	1875	0.5923	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3565
0.565	0.3279	1880	0.5933	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3539
0.3916	0.3287	1885	0.5932	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3546
0.4703	0.3296	1890	0.5895	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3562
0.5381	0.3305	1895	0.5909	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3562
0.4452	0.3314	1900	0.5888	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3515
0.4624	0.3322	1905	0.5886	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3536
0.3987	0.3331	1910	0.5886	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3531
0.4706	0.3340	1915	0.5893	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3536
0.4688	0.3349	1920	0.5911	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3552
0.3857	0.3357	1925	0.5870	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3541
0.4525	0.3366	1930	0.5840	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3578
0.4137	0.3375	1935	0.5873	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3546
0.4275	0.3383	1940	0.5834	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3557
0.4231	0.3392	1945	0.5844	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3557
0.3548	0.3401	1950	0.5844	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3565
0.4348	0.3410	1955	0.5831	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3562
0.483	0.3418	1960	0.5846	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3546
0.4218	0.3427	1965	0.5855	0.7830	0.8409	0.8916	0.3913	0.5	0.8655	0.4390	0.6414	0.3539
0.3757	0.3436	1970	0.5835	0.7830	0.8409	0.8916	0.3913	0.5	0.8655	0.4390	0.6414	0.3554
0.5362	0.3444	1975	0.5808	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3554
0.4552	0.3453	1980	0.5828	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3533
0.4707	0.3462	1985	0.5803	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3533
0.4377	0.3471	1990	0.5818	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3552
0.4261	0.3479	1995	0.5809	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3586
0.4607	0.3488	2000	0.5787	0.7830	0.8409	0.8916	0.3913	0.5	0.8655	0.4390	0.6414	0.3554
0.5302	0.3497	2005	0.5809	0.7830	0.8409	0.8916	0.3913	0.5	0.8655	0.4390	0.6414	0.3546
0.3783	0.3505	2010	0.5764	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3525
0.4728	0.3514	2015	0.5757	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3499
0.4661	0.3523	2020	0.5762	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3525
0.4132	0.3532	2025	0.5755	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3512
0.3676	0.3540	2030	0.5752	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3518
0.4271	0.3549	2035	0.5755	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3504
0.3823	0.3558	2040	0.5754	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3573
0.4079	0.3567	2045	0.5740	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3528
0.4969	0.3575	2050	0.5725	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3546
0.4503	0.3584	2055	0.5695	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3515
0.4672	0.3593	2060	0.5732	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3528
0.5855	0.3601	2065	0.5718	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3499
0.5241	0.3610	2070	0.5708	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3518
0.4107	0.3619	2075	0.5692	0.7830	0.8409	0.8916	0.3913	0.5	0.8655	0.4390	0.6414	0.3515
0.4004	0.3628	2080	0.5685	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3504
0.4302	0.3636	2085	0.5706	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3541
0.4429	0.3645	2090	0.5699	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3520
0.4045	0.3654	2095	0.5704	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3507
0.4784	0.3662	2100	0.5684	0.7830	0.8488	0.8795	0.4348	0.5	0.8639	0.4651	0.6572	0.3525
0.4711	0.3671	2105	0.5705	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3531
0.3886	0.3680	2110	0.5684	0.7830	0.8488	0.8795	0.4348	0.5	0.8639	0.4651	0.6572	0.3546
0.4828	0.3689	2115	0.5667	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3486
0.4373	0.3697	2120	0.5667	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3515
0.3852	0.3706	2125	0.5676	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3489
0.4114	0.3715	2130	0.5632	0.7925	0.8506	0.8916	0.4348	0.5263	0.8706	0.4762	0.6632	0.3541
0.5556	0.3723	2135	0.5629	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3504
0.3569	0.3732	2140	0.5638	0.7736	0.8471	0.8675	0.4348	0.4762	0.8571	0.4545	0.6511	0.3531
0.4202	0.3741	2145	0.5661	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3539
0.4141	0.3750	2150	0.5647	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3515
0.4659	0.3758	2155	0.5639	0.7830	0.8488	0.8795	0.4348	0.5	0.8639	0.4651	0.6572	0.3533
0.4251	0.3767	2160	0.5639	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3536
0.4179	0.3776	2165	0.5642	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3525
0.4301	0.3785	2170	0.5613	0.7736	0.8471	0.8675	0.4348	0.4762	0.8571	0.4545	0.6511	0.3533
0.3959	0.3793	2175	0.5604	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3502
0.3983	0.3802	2180	0.5612	0.7736	0.8391	0.8795	0.3913	0.4737	0.8588	0.4286	0.6354	0.3565
0.4912	0.3811	2185	0.5630	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3512
0.3966	0.3819	2190	0.5606	0.7736	0.8471	0.8675	0.4348	0.4762	0.8571	0.4545	0.6511	0.3528
0.4573	0.3828	2195	0.5591	0.7830	0.8488	0.8795	0.4348	0.5	0.8639	0.4651	0.6572	0.3583
0.4117	0.3837	2200	0.5614	0.7830	0.8488	0.8795	0.4348	0.5	0.8639	0.4651	0.6572	0.3570
0.4602	0.3846	2205	0.5579	0.7736	0.8471	0.8675	0.4348	0.4762	0.8571	0.4545	0.6511	0.3531
0.3658	0.3854	2210	0.5583	0.7736	0.8471	0.8675	0.4348	0.4762	0.8571	0.4545	0.6511	0.3536
0.4109	0.3863	2215	0.5581	0.7736	0.8471	0.8675	0.4348	0.4762	0.8571	0.4545	0.6511	0.3539
0.4211	0.3872	2220	0.5556	0.7736	0.8471	0.8675	0.4348	0.4762	0.8571	0.4545	0.6511	0.3520
0.3984	0.3880	2225	0.5579	0.7736	0.8471	0.8675	0.4348	0.4762	0.8571	0.4545	0.6511	0.3559
0.4651	0.3889	2230	0.5572	0.7736	0.8471	0.8675	0.4348	0.4762	0.8571	0.4545	0.6511	0.3575
0.446	0.3898	2235	0.5582	0.7642	0.8452	0.8554	0.4348	0.4545	0.8503	0.4444	0.6451	0.3575
0.4001	0.3907	2240	0.5557	0.7736	0.8471	0.8675	0.4348	0.4762	0.8571	0.4545	0.6511	0.3580
0.5331	0.3915	2245	0.5548	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3541
0.4383	0.3924	2250	0.5555	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3612
0.5218	0.3933	2255	0.5549	0.7642	0.8452	0.8554	0.4348	0.4545	0.8503	0.4444	0.6451	0.3580
0.353	0.3941	2260	0.5527	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3620
0.4279	0.3950	2265	0.5559	0.7642	0.8452	0.8554	0.4348	0.4545	0.8503	0.4444	0.6451	0.3643
0.401	0.3959	2270	0.5549	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3594
0.5688	0.3968	2275	0.5517	0.7642	0.8452	0.8554	0.4348	0.4545	0.8503	0.4444	0.6451	0.3573
0.4603	0.3976	2280	0.5529	0.7642	0.8452	0.8554	0.4348	0.4545	0.8503	0.4444	0.6451	0.3617
0.3747	0.3985	2285	0.5510	0.7547	0.8434	0.8434	0.4348	0.4348	0.8434	0.4348	0.6391	0.3614
0.3658	0.3994	2290	0.5508	0.7547	0.8434	0.8434	0.4348	0.4348	0.8434	0.4348	0.6391	0.3622
0.368	0.4003	2295	0.5518	0.7547	0.8434	0.8434	0.4348	0.4348	0.8434	0.4348	0.6391	0.3617
0.4621	0.4011	2300	0.5499	0.7547	0.8434	0.8434	0.4348	0.4348	0.8434	0.4348	0.6391	0.3599
0.4128	0.4020	2305	0.5507	0.7547	0.8434	0.8434	0.4348	0.4348	0.8434	0.4348	0.6391	0.3599
0.4504	0.4029	2310	0.5508	0.7642	0.8452	0.8554	0.4348	0.4545	0.8503	0.4444	0.6451	0.3601
0.3816	0.4037	2315	0.5512	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3601
0.4358	0.4046	2320	0.5510	0.7547	0.8434	0.8434	0.4348	0.4348	0.8434	0.4348	0.6391	0.3612
0.3697	0.4055	2325	0.5516	0.7453	0.8333	0.8434	0.3913	0.4091	0.8383	0.4	0.6173	0.3649
0.4761	0.4064	2330	0.5496	0.7642	0.8452	0.8554	0.4348	0.4545	0.8503	0.4444	0.6451	0.3656
0.4478	0.4072	2335	0.5492	0.7642	0.8452	0.8554	0.4348	0.4545	0.8503	0.4444	0.6451	0.3638
0.4122	0.4081	2340	0.5517	0.7547	0.8434	0.8434	0.4348	0.4348	0.8434	0.4348	0.6391	0.3643
0.4344	0.4090	2345	0.5481	0.7642	0.8452	0.8554	0.4348	0.4545	0.8503	0.4444	0.6451	0.3594
0.4764	0.4098	2350	0.5486	0.7547	0.8434	0.8434	0.4348	0.4348	0.8434	0.4348	0.6391	0.3667
0.3637	0.4107	2355	0.5495	0.7642	0.8452	0.8554	0.4348	0.4545	0.8503	0.4444	0.6451	0.3607
0.4313	0.4116	2360	0.5497	0.7642	0.8452	0.8554	0.4348	0.4545	0.8503	0.4444	0.6451	0.3643
0.416	0.4125	2365	0.5487	0.7642	0.8452	0.8554	0.4348	0.4545	0.8503	0.4444	0.6451	0.3646
0.3547	0.4133	2370	0.5472	0.7642	0.8452	0.8554	0.4348	0.4545	0.8503	0.4444	0.6451	0.3651
0.3912	0.4142	2375	0.5469	0.7642	0.8452	0.8554	0.4348	0.4545	0.8503	0.4444	0.6451	0.3641
0.3615	0.4151	2380	0.5476	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3643
0.4701	0.4159	2385	0.5474	0.7642	0.8452	0.8554	0.4348	0.4545	0.8503	0.4444	0.6451	0.3656
0.336	0.4168	2390	0.5460	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3646
0.4294	0.4177	2395	0.5453	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3646
0.4552	0.4186	2400	0.5442	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3643
0.3871	0.4194	2405	0.5450	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3635
0.3678	0.4203	2410	0.5451	0.7642	0.8452	0.8554	0.4348	0.4545	0.8503	0.4444	0.6451	0.3664
0.4675	0.4212	2415	0.5441	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3675
0.3997	0.4221	2420	0.5448	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3635
0.3891	0.4229	2425	0.5416	0.7642	0.8452	0.8554	0.4348	0.4545	0.8503	0.4444	0.6451	0.3662
0.3761	0.4238	2430	0.5435	0.7642	0.8452	0.8554	0.4348	0.4545	0.8503	0.4444	0.6451	0.3654
0.3537	0.4247	2435	0.5419	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3667
0.4767	0.4255	2440	0.5403	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3651
0.4088	0.4264	2445	0.5409	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3672
0.4265	0.4273	2450	0.5414	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3656
0.3517	0.4282	2455	0.5404	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3696
0.5201	0.4290	2460	0.5412	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3680
0.4367	0.4299	2465	0.5375	0.7642	0.8452	0.8554	0.4348	0.4545	0.8503	0.4444	0.6451	0.3680
0.4073	0.4308	2470	0.5391	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3719
0.3785	0.4316	2475	0.5363	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3675
0.3942	0.4325	2480	0.5395	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3693
0.3978	0.4334	2485	0.5389	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3717
0.3697	0.4343	2490	0.5364	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3719
0.4315	0.4351	2495	0.5396	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3677
0.4356	0.4360	2500	0.5372	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3719
0.4099	0.4369	2505	0.5378	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3704
0.4379	0.4377	2510	0.5386	0.7453	0.8333	0.8434	0.3913	0.4091	0.8383	0.4	0.6173	0.3693
0.4584	0.4386	2515	0.5375	0.7642	0.8452	0.8554	0.4348	0.4545	0.8503	0.4444	0.6451	0.3683
0.3669	0.4395	2520	0.5355	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3690
0.3368	0.4404	2525	0.5365	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3672
0.3925	0.4412	2530	0.5346	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3701
0.4223	0.4421	2535	0.5386	0.7453	0.8333	0.8434	0.3913	0.4091	0.8383	0.4	0.6173	0.3693
0.3504	0.4430	2540	0.5360	0.7453	0.8333	0.8434	0.3913	0.4091	0.8383	0.4	0.6173	0.3683
0.3795	0.4439	2545	0.5357	0.7453	0.8333	0.8434	0.3913	0.4091	0.8383	0.4	0.6173	0.3711
0.4193	0.4447	2550	0.5363	0.7453	0.8333	0.8434	0.3913	0.4091	0.8383	0.4	0.6173	0.3743
0.527	0.4456	2555	0.5353	0.7453	0.8333	0.8434	0.3913	0.4091	0.8383	0.4	0.6173	0.3748
0.3376	0.4465	2560	0.5378	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3756
0.3969	0.4473	2565	0.5344	0.7453	0.8333	0.8434	0.3913	0.4091	0.8383	0.4	0.6173	0.3756
0.3761	0.4482	2570	0.5358	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3738
0.4421	0.4491	2575	0.5347	0.7453	0.8333	0.8434	0.3913	0.4091	0.8383	0.4	0.6173	0.3709
0.4152	0.4500	2580	0.5344	0.7453	0.8333	0.8434	0.3913	0.4091	0.8383	0.4	0.6173	0.3766
0.4163	0.4508	2585	0.5328	0.7642	0.8372	0.8675	0.3913	0.45	0.8521	0.4186	0.6294	0.3787
0.5752	0.4517	2590	0.5360	0.7358	0.8313	0.8313	0.3913	0.3913	0.8313	0.3913	0.6113	0.3777
0.3948	0.4526	2595	0.5343	0.7358	0.8313	0.8313	0.3913	0.3913	0.8313	0.3913	0.6113	0.3816
0.4293	0.4534	2600	0.5331	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3808
0.4295	0.4543	2605	0.5327	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3774
0.3833	0.4552	2610	0.5328	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3827
0.3229	0.4561	2615	0.5318	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3803
0.4057	0.4569	2620	0.5321	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3824
0.3343	0.4578	2625	0.5324	0.7453	0.8333	0.8434	0.3913	0.4091	0.8383	0.4	0.6173	0.3798
0.4965	0.4587	2630	0.5300	0.7547	0.8353	0.8554	0.3913	0.4286	0.8452	0.4091	0.6234	0.3853
0.4043	0.4595	2635	0.5336	0.7453	0.8256	0.8554	0.3478	0.4	0.8402	0.3721	0.6016	0.3874
0.4159	0.4604	2640	0.5318	0.7453	0.8256	0.8554	0.3478	0.4	0.8402	0.3721	0.6016	0.3829
0.388	0.4613	2645	0.5307	0.7358	0.8235	0.8434	0.3478	0.3810	0.8333	0.3636	0.5956	0.3824
0.3924	0.4622	2650	0.5327	0.7358	0.8235	0.8434	0.3478	0.3810	0.8333	0.3636	0.5956	0.3840
0.4464	0.4630	2655	0.5309	0.7358	0.8235	0.8434	0.3478	0.3810	0.8333	0.3636	0.5956	0.3855
0.3611	0.4639	2660	0.5305	0.7358	0.8235	0.8434	0.3478	0.3810	0.8333	0.3636	0.5956	0.3832
0.3609	0.4648	2665	0.5307	0.7358	0.8235	0.8434	0.3478	0.3810	0.8333	0.3636	0.5956	0.3829
0.4229	0.4657	2670	0.5298	0.7358	0.8235	0.8434	0.3478	0.3810	0.8333	0.3636	0.5956	0.3814
0.4541	0.4665	2675	0.5312	0.7358	0.8235	0.8434	0.3478	0.3810	0.8333	0.3636	0.5956	0.3814
0.4229	0.4674	2680	0.5290	0.7358	0.8235	0.8434	0.3478	0.3810	0.8333	0.3636	0.5956	0.3837
0.4547	0.4683	2685	0.5289	0.7358	0.8235	0.8434	0.3478	0.3810	0.8333	0.3636	0.5956	0.3842
0.3438	0.4691	2690	0.5291	0.7358	0.8235	0.8434	0.3478	0.3810	0.8333	0.3636	0.5956	0.3861
0.3944	0.4700	2695	0.5261	0.7358	0.8235	0.8434	0.3478	0.3810	0.8333	0.3636	0.5956	0.3850
0.4278	0.4709	2700	0.5282	0.7358	0.8235	0.8434	0.3478	0.3810	0.8333	0.3636	0.5956	0.3808
0.3909	0.4718	2705	0.5279	0.7358	0.8235	0.8434	0.3478	0.3810	0.8333	0.3636	0.5956	0.3837
0.3612	0.4726	2710	0.5291	0.7358	0.8235	0.8434	0.3478	0.3810	0.8333	0.3636	0.5956	0.3850
0.3858	0.4735	2715	0.5275	0.7358	0.8235	0.8434	0.3478	0.3810	0.8333	0.3636	0.5956	0.3811
0.4082	0.4744	2720	0.5277	0.7358	0.8235	0.8434	0.3478	0.3810	0.8333	0.3636	0.5956	0.3829
0.4214	0.4752	2725	0.5273	0.7358	0.8235	0.8434	0.3478	0.3810	0.8333	0.3636	0.5956	0.3861
0.4418	0.4761	2730	0.5255	0.7358	0.8235	0.8434	0.3478	0.3810	0.8333	0.3636	0.5956	0.3837
0.3426	0.4770	2735	0.5250	0.7358	0.8235	0.8434	0.3478	0.3810	0.8333	0.3636	0.5956	0.3819
0.4093	0.4779	2740	0.5275	0.7358	0.8235	0.8434	0.3478	0.3810	0.8333	0.3636	0.5956	0.3850

The model card is truncated. Read the rest on Hugging Face.

Library: peft
License: apache-2.0
Created: Jan 8, 2025
Updated: Jan 9, 2025