learning_rate: 5e-05
train_batch_size: 128
eval_batch_size: 256
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: constant_with_warmup
lr_scheduler_warmup_ratio: 0.001
num_epochs: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Model Preparation Time	Move Accuracy	Token Accuracy	Accuracy
No log	0	0	11.9474	0.0076	0.0	0.0000	0.0
3.6165	0.0098	100	3.5922	0.0076	0.0	0.2464	0.0
1.6764	0.0196	200	1.6852	0.0076	0.0021	0.3698	0.0021
1.5413	0.0295	300	1.5702	0.0076	0.0069	0.3973	0.0069
1.4359	0.0393	400	1.4904	0.0076	0.0014	0.4225	0.0014
1.4068	0.0491	500	1.4478	0.0076	0.0046	0.4386	0.0046
1.3509	0.0589	600	1.3996	0.0076	0.0097	0.4605	0.0097
1.3767	0.0687	700	1.3819	0.0076	0.0135	0.4708	0.0135
1.4133	0.0785	800	1.3471	0.0076	0.0188	0.4869	0.0188
1.3127	0.0884	900	1.3185	0.0076	0.0284	0.4970	0.0284
1.3339	0.0982	1000	1.3183	0.0076	0.0227	0.4967	0.0227
1.2499	0.1080	1100	1.2788	0.0076	0.0299	0.5062	0.0299
1.1987	0.1178	1200	1.2521	0.0076	0.0365	0.5211	0.0365
1.2245	0.1276	1300	1.2286	0.0076	0.0400	0.5316	0.0400
1.2257	0.1374	1400	1.1972	0.0076	0.0460	0.5441	0.0460
1.1322	0.1473	1500	1.1840	0.0076	0.0563	0.5527	0.0563
1.1522	0.1571	1600	1.1433	0.0076	0.0587	0.5640	0.0587
1.1474	0.1669	1700	1.1398	0.0076	0.0595	0.5672	0.0595
1.1148	0.1767	1800	1.1010	0.0076	0.0670	0.5805	0.0670
1.0508	0.1865	1900	1.0794	0.0076	0.0758	0.5891	0.0758
1.0263	0.1963	2000	1.0568	0.0076	0.0801	0.5984	0.0801
1.0369	0.2062	2100	1.0326	0.0076	0.0808	0.6051	0.0808
1.0304	0.2160	2200	1.0088	0.0076	0.0904	0.6146	0.0904
1.0351	0.2258	2300	0.9881	0.0076	0.0902	0.6230	0.0902
0.9021	0.2356	2400	0.9622	0.0076	0.0964	0.6321	0.0964
0.9055	0.2454	2500	0.9437	0.0076	0.1011	0.6396	0.1011
0.9386	0.2553	2600	0.9251	0.0076	0.1046	0.6457	0.1046
0.9109	0.2651	2700	0.8978	0.0076	0.1202	0.6576	0.1202
0.8853	0.2749	2800	0.8854	0.0076	0.1176	0.6629	0.1176
0.8456	0.2847	2900	0.8667	0.0076	0.1221	0.6680	0.1221
0.8348	0.2945	3000	0.8538	0.0076	0.1282	0.6750	0.1282
0.8622	0.3043	3100	0.8560	0.0076	0.1361	0.6746	0.1361
0.7971	0.3142	3200	0.8269	0.0076	0.1387	0.6853	0.1387
0.8498	0.3240	3300	0.8152	0.0076	0.1436	0.6897	0.1436
0.7286	0.3338	3400	0.8033	0.0076	0.1432	0.6926	0.1432
0.7607	0.3436	3500	0.7991	0.0076	0.1499	0.6951	0.1499
0.8191	0.3534	3600	0.7904	0.0076	0.1559	0.7004	0.1559
0.7174	0.3632	3700	0.7804	0.0076	0.1643	0.7034	0.1643
0.8014	0.3731	3800	0.7724	0.0076	0.1650	0.7063	0.1650
0.7319	0.3829	3900	0.7659	0.0076	0.1684	0.7081	0.1684
0.7704	0.3927	4000	0.7618	0.0076	0.1686	0.7106	0.1686
0.7377	0.4025	4100	0.7502	0.0076	0.1712	0.7150	0.1712
0.6866	0.4123	4200	0.7588	0.0076	0.1662	0.7103	0.1662
0.719	0.4221	4300	0.7347	0.0076	0.1867	0.7226	0.1867
0.7302	0.4320	4400	0.7369	0.0076	0.1813	0.7201	0.1813
0.7387	0.4418	4500	0.7226	0.0076	0.1887	0.7255	0.1887
0.6788	0.4516	4600	0.7166	0.0076	0.1940	0.7274	0.1940
0.7351	0.4614	4700	0.7187	0.0076	0.1854	0.7261	0.1854
0.7113	0.4712	4800	0.7115	0.0076	0.1909	0.7279	0.1909
0.6772	0.4811	4900	0.7042	0.0076	0.1984	0.7323	0.1984
0.7313	0.4909	5000	0.7030	0.0076	0.1993	0.7331	0.1993
0.69	0.5007	5100	0.6991	0.0076	0.1972	0.7331	0.1972
0.6719	0.5105	5200	0.6974	0.0076	0.1946	0.7342	0.1946
0.7386	0.5203	5300	0.6781	0.0076	0.2078	0.7400	0.2078
0.6587	0.5301	5400	0.6863	0.0076	0.2057	0.7384	0.2057
0.6745	0.5400	5500	0.6786	0.0076	0.2108	0.7423	0.2108
0.6978	0.5498	5600	0.6769	0.0076	0.2129	0.7407	0.2129
0.6315	0.5596	5700	0.6718	0.0076	0.2149	0.7433	0.2149
0.6708	0.5694	5800	0.6604	0.0076	0.2160	0.7458	0.2160
0.7265	0.5792	5900	0.6661	0.0076	0.2159	0.7448	0.2159
0.6182	0.5890	6000	0.6614	0.0076	0.2188	0.7463	0.2188
0.6053	0.5989	6100	0.6478	0.0076	0.2238	0.7514	0.2238
0.672	0.6087	6200	0.6483	0.0076	0.2294	0.7520	0.2294
0.6477	0.6185	6300	0.6419	0.0076	0.2267	0.7549	0.2267
0.6065	0.6283	6400	0.6356	0.0076	0.2360	0.7575	0.2360
0.6336	0.6381	6500	0.6308	0.0076	0.2388	0.7591	0.2388
0.6707	0.6479	6600	0.6271	0.0076	0.2360	0.7593	0.2360
0.541	0.6578	6700	0.6277	0.0076	0.2415	0.7589	0.2415
0.6513	0.6676	6800	0.6218	0.0076	0.2353	0.7589	0.2353
0.5905	0.6774	6900	0.6214	0.0076	0.2360	0.7614	0.2360
0.5998	0.6872	7000	0.6219	0.0076	0.2372	0.7601	0.2372
0.6307	0.6970	7100	0.6080	0.0076	0.2491	0.7649	0.2491
0.5607	0.7069	7200	0.6056	0.0076	0.2488	0.7667	0.2488
0.5434	0.7167	7300	0.6078	0.0076	0.2496	0.7672	0.2496
0.5743	0.7265	7400	0.5981	0.0076	0.2548	0.7698	0.2548
0.546	0.7363	7500	0.5947	0.0076	0.2591	0.7712	0.2591
0.5782	0.7461	7600	0.5926	0.0076	0.2562	0.7718	0.2562
0.6819	0.7559	7700	0.5962	0.0076	0.2575	0.7696	0.2575
0.5905	0.7658	7800	0.5917	0.0076	0.2518	0.7710	0.2518
0.5528	0.7756	7900	0.5827	0.0076	0.2607	0.7738	0.2607
0.5474	0.7854	8000	0.5803	0.0076	0.2646	0.7748	0.2646
0.5186	0.7952	8100	0.5800	0.0076	0.2676	0.7761	0.2676
0.5683	0.8050	8200	0.5768	0.0076	0.2672	0.7768	0.2672
0.5101	0.8148	8300	0.5734	0.0076	0.2627	0.7767	0.2627
0.6265	0.8247	8400	0.5754	0.0076	0.2645	0.7767	0.2645
0.5365	0.8345	8500	0.5658	0.0076	0.2734	0.7815	0.2734
0.5776	0.8443	8600	0.5676	0.0076	0.2714	0.7805	0.2714
0.5984	0.8541	8700	0.5626	0.0076	0.2790	0.7824	0.2790
0.6112	0.8639	8800	0.5595	0.0076	0.2714	0.7813	0.2714
0.5594	0.8737	8900	0.5615	0.0076	0.2768	0.7821	0.2768
0.5742	0.8836	9000	0.5573	0.0076	0.2772	0.7825	0.2772
0.4971	0.8934	9100	0.5530	0.0076	0.2864	0.7857	0.2864
0.5358	0.9032	9200	0.5514	0.0076	0.2803	0.7859	0.2803
0.5556	0.9130	9300	0.5523	0.0076	0.2857	0.7871	0.2857
0.4811	0.9228	9400	0.5486	0.0076	0.2904	0.7875	0.2904
0.5444	0.9327	9500	0.5478	0.0076	0.2868	0.7868	0.2868
0.5611	0.9425	9600	0.5442	0.0076	0.2903	0.7891	0.2903
0.5571	0.9523	9700	0.5385	0.0076	0.2902	0.7906	0.2902
0.5288	0.9621	9800	0.5451	0.0076	0.2854	0.7873	0.2854
0.5536	0.9719	9900	0.5451	0.0076	0.2867	0.7869	0.2867
0.5557	0.9817	10000	0.5442	0.0076	0.2922	0.7890	0.2922
0.5305	0.9916	10100	0.5379	0.0076	0.2944	0.7913	0.2944
0.4862	1.0014	10200	0.5349	0.0076	0.3010	0.7937	0.3010
0.5046	1.0112	10300	0.5370	0.0076	0.2998	0.7920	0.2998
0.5085	1.0210	10400	0.5311	0.0076	0.3057	0.7947	0.3057
0.4791	1.0308	10500	0.5382	0.0076	0.2965	0.7910	0.2965
0.52	1.0406	10600	0.5291	0.0076	0.3011	0.7934	0.3011
0.5154	1.0505	10700	0.5291	0.0076	0.3044	0.7950	0.3044
0.5129	1.0603	10800	0.5297	0.0076	0.3115	0.7962	0.3115
0.4661	1.0701	10900	0.5245	0.0076	0.3046	0.7962	0.3046
0.5491	1.0799	11000	0.5266	0.0076	0.3055	0.7960	0.3055
0.5235	1.0897	11100	0.5226	0.0076	0.3078	0.7967	0.3078
0.5368	1.0995	11200	0.5204	0.0076	0.3070	0.7984	0.3070
0.5076	1.1094	11300	0.5213	0.0076	0.3093	0.7976	0.3093
0.4917	1.1192	11400	0.5166	0.0076	0.3140	0.7995	0.3140
0.4922	1.1290	11500	0.5188	0.0076	0.3112	0.7984	0.3112
0.5199	1.1388	11600	0.5156	0.0076	0.3142	0.7991	0.3142
0.5831	1.1486	11700	0.5142	0.0076	0.3119	0.7994	0.3119
0.5178	1.1585	11800	0.5107	0.0076	0.3169	0.7997	0.3169
0.5005	1.1683	11900	0.5133	0.0076	0.3172	0.8005	0.3172
0.4546	1.1781	12000	0.5112	0.0076	0.3213	0.8025	0.3213
0.4852	1.1879	12100	0.5127	0.0076	0.3185	0.8007	0.3185
0.4732	1.1977	12200	0.5046	0.0076	0.3201	0.8022	0.3201
0.4756	1.2075	12300	0.5130	0.0076	0.3132	0.7999	0.3132
0.4649	1.2174	12400	0.5061	0.0076	0.3216	0.8029	0.3216
0.541	1.2272	12500	0.5040	0.0076	0.3226	0.8049	0.3226
0.4833	1.2370	12600	0.5049	0.0076	0.3231	0.8036	0.3231
0.5042	1.2468	12700	0.5058	0.0076	0.3236	0.8028	0.3236
0.4732	1.2566	12800	0.5019	0.0076	0.3274	0.8043	0.3274
0.5276	1.2664	12900	0.5024	0.0076	0.3256	0.8050	0.3256
0.4873	1.2763	13000	0.4935	0.0076	0.3307	0.8083	0.3307
0.4804	1.2861	13100	0.4977	0.0076	0.3276	0.8074	0.3276
0.4684	1.2959	13200	0.5056	0.0076	0.3315	0.8051	0.3315
0.4806	1.3057	13300	0.4969	0.0076	0.3340	0.8069	0.3340
0.4778	1.3155	13400	0.4978	0.0076	0.3311	0.8065	0.3311
0.46	1.3253	13500	0.4925	0.0076	0.3395	0.8093	0.3395
0.471	1.3352	13600	0.4892	0.0076	0.3346	0.8088	0.3346
0.4523	1.3450	13700	0.4920	0.0076	0.3356	0.8077	0.3356
0.5312	1.3548	13800	0.4932	0.0076	0.3348	0.8085	0.3348
0.4389	1.3646	13900	0.4939	0.0076	0.3385	0.8084	0.3385
0.4799	1.3744	14000	0.4917	0.0076	0.3335	0.8084	0.3335
0.4646	1.3843	14100	0.4952	0.0076	0.3316	0.8060	0.3316
0.4709	1.3941	14200	0.4903	0.0076	0.3381	0.8091	0.3381
0.4785	1.4039	14300	0.4878	0.0076	0.3355	0.8095	0.3355
0.4307	1.4137	14400	0.4843	0.0076	0.3449	0.8121	0.3449
0.4613	1.4235	14500	0.4847	0.0076	0.3444	0.8119	0.3444
0.4969	1.4333	14600	0.4856	0.0076	0.3424	0.8105	0.3424
0.4407	1.4432	14700	0.4835	0.0076	0.3456	0.8115	0.3456
0.4373	1.4530	14800	0.4856	0.0076	0.3472	0.8126	0.3472
0.5119	1.4628	14900	0.4881	0.0076	0.3397	0.8095	0.3397
0.4333	1.4726	15000	0.4819	0.0076	0.3430	0.8134	0.3430
0.4669	1.4824	15100	0.4857	0.0076	0.3465	0.8128	0.3465
0.4641	1.4922	15200	0.4793	0.0076	0.3400	0.8125	0.3400
0.458	1.5021	15300	0.4757	0.0076	0.3514	0.8154	0.3514
0.4416	1.5119	15400	0.4790	0.0076	0.3472	0.8135	0.3472
0.5105	1.5217	15500	0.4819	0.0076	0.3504	0.8132	0.3504
0.4593	1.5315	15600	0.4771	0.0076	0.3494	0.8138	0.3494
0.4824	1.5413	15700	0.4791	0.0076	0.3474	0.8133	0.3474
0.4654	1.5511	15800	0.4760	0.0076	0.3498	0.8146	0.3498
0.43	1.5610	15900	0.4749	0.0076	0.3505	0.8140	0.3505
0.4737	1.5708	16000	0.4744	0.0076	0.3552	0.8158	0.3552
0.4881	1.5806	16100	0.4711	0.0076	0.3514	0.8161	0.3514
0.4954	1.5904	16200	0.4681	0.0076	0.3577	0.8168	0.3577
0.4744	1.6002	16300	0.4673	0.0076	0.3582	0.8175	0.3582
0.5048	1.6101	16400	0.4717	0.0076	0.3566	0.8174	0.3566
0.4663	1.6199	16500	0.4699	0.0076	0.3576	0.8179	0.3576
0.4446	1.6297	16600	0.4664	0.0076	0.3563	0.8181	0.3563
0.4762	1.6395	16700	0.4654	0.0076	0.3577	0.8184	0.3577
0.4635	1.6493	16800	0.4711	0.0076	0.3541	0.8151	0.3541
0.4328	1.6591	16900	0.4634	0.0076	0.3628	0.8196	0.3628
0.4451	1.6690	17000	0.4693	0.0076	0.3543	0.8162	0.3543
0.4501	1.6788	17100	0.4659	0.0076	0.3604	0.8183	0.3604
0.4446	1.6886	17200	0.4661	0.0076	0.3626	0.8185	0.3626
0.4393	1.6984	17300	0.4631	0.0076	0.3680	0.8205	0.3680
0.4018	1.7082	17400	0.4605	0.0076	0.3706	0.8202	0.3706
0.4302	1.7180	17500	0.4635	0.0076	0.3655	0.8186	0.3655
0.4213	1.7279	17600	0.4649	0.0076	0.3656	0.8196	0.3656
0.4545	1.7377	17700	0.4607	0.0076	0.3630	0.8194	0.3630
0.4626	1.7475	17800	0.4572	0.0076	0.3713	0.8223	0.3713
0.4627	1.7573	17900	0.4594	0.0076	0.3633	0.8205	0.3633
0.4542	1.7671	18000	0.4547	0.0076	0.3691	0.8221	0.3691
0.4558	1.7769	18100	0.4554	0.0076	0.3723	0.8226	0.3723
0.4762	1.7868	18200	0.4546	0.0076	0.3725	0.8221	0.3725
0.4992	1.7966	18300	0.4550	0.0076	0.3692	0.8221	0.3692
0.409	1.8064	18400	0.4579	0.0076	0.3662	0.8222	0.3662
0.4212	1.8162	18500	0.4545	0.0076	0.3705	0.8221	0.3705
0.4195	1.8260	18600	0.4543	0.0076	0.3711	0.8230	0.3711
0.4604	1.8359	18700	0.4548	0.0076	0.3790	0.8240	0.3790
0.3826	1.8457	18800	0.4532	0.0076	0.3756	0.8235	0.3756
0.4106	1.8555	18900	0.4535	0.0076	0.3695	0.8220	0.3695
0.45	1.8653	19000	0.4512	0.0076	0.3753	0.8239	0.3753
0.3981	1.8751	19100	0.4496	0.0076	0.3775	0.8252	0.3775
0.4229	1.8849	19200	0.4554	0.0076	0.3710	0.8231	0.3710
0.518	1.8948	19300	0.4545	0.0076	0.3727	0.8232	0.3727
0.4003	1.9046	19400	0.4499	0.0076	0.3763	0.8248	0.3763
0.4198	1.9144	19500	0.4497	0.0076	0.3773	0.8249	0.3773
0.4468	1.9242	19600	0.4507	0.0076	0.3797	0.8240	0.3797
0.4454	1.9340	19700	0.4466	0.0076	0.3797	0.8247	0.3797
0.4351	1.9438	19800	0.4494	0.0076	0.3727	0.8246	0.3727
0.3895	1.9537	19900	0.4473	0.0076	0.3800	0.8257	0.3800
0.4665	1.9635	20000	0.4477	0.0076	0.3829	0.8260	0.3829
0.4569	1.9733	20100	0.4528	0.0076	0.3817	0.8239	0.3817
0.4921	1.9831	20200	0.4482	0.0076	0.3791	0.8247	0.3791
0.4207	1.9929	20300	0.4450	0.0076	0.3837	0.8268	0.3837
0.3977	2.0027	20400	0.4460	0.0076	0.3823	0.8269	0.3823
0.3461	2.0126	20500	0.4421	0.0076	0.3882	0.8291	0.3882
0.4033	2.0224	20600	0.4427	0.0076	0.3915	0.8293	0.3915
0.3495	2.0322	20700	0.4446	0.0076	0.3820	0.8267	0.3820
0.3606	2.0420	20800	0.4420	0.0076	0.3873	0.8287	0.3873
0.4558	2.0518	20900	0.4429	0.0076	0.3893	0.8281	0.3893
0.3338	2.0617	21000	0.4426	0.0076	0.3875	0.8274	0.3875
0.4465	2.0715	21100	0.4403	0.0076	0.3901	0.8285	0.3901
0.4218	2.0813	21200	0.4427	0.0076	0.3805	0.8272	0.3805
0.4351	2.0911	21300	0.4407	0.0076	0.3868	0.8282	0.3868
0.4429	2.1009	21400	0.4403	0.0076	0.3885	0.8279	0.3885
0.4159	2.1107	21500	0.4392	0.0076	0.3880	0.8288	0.3880
0.3905	2.1206	21600	0.4405	0.0076	0.3864	0.8302	0.3864
0.3876	2.1304	21700	0.4391	0.0076	0.3899	0.8301	0.3899
0.4243	2.1402	21800	0.4442	0.0076	0.3903	0.8276	0.3903
0.386	2.1500	21900	0.4398	0.0076	0.3945	0.8308	0.3945
0.378	2.1598	22000	0.4415	0.0076	0.3870	0.8282	0.3870
0.3955	2.1696	22100	0.4390	0.0076	0.3892	0.8281	0.3892
0.3589	2.1795	22200	0.4371	0.0076	0.3918	0.8292	0.3918
0.3953	2.1893	22300	0.4371	0.0076	0.3920	0.8306	0.3920
0.4205	2.1991	22400	0.4397	0.0076	0.3931	0.8306	0.3931
0.3888	2.2089	22500	0.4359	0.0076	0.4006	0.8324	0.4006
0.4185	2.2187	22600	0.4372	0.0076	0.4009	0.8322	0.4009
0.3754	2.2285	22700	0.4356	0.0076	0.3911	0.8297	0.3911
0.4396	2.2384	22800	0.4395	0.0076	0.3936	0.8303	0.3936
0.3475	2.2482	22900	0.4345	0.0076	0.3936	0.8293	0.3936
0.3657	2.2580	23000	0.4357	0.0076	0.3972	0.8319	0.3972
0.4557	2.2678	23100	0.4333	0.0076	0.4002	0.8318	0.4002
0.3788	2.2776	23200	0.4348	0.0076	0.3927	0.8311	0.3927
0.4133	2.2875	23300	0.4409	0.0076	0.3933	0.8294	0.3933
0.4016	2.2973	23400	0.4322	0.0076	0.3955	0.8327	0.3955
0.4201	2.3071	23500	0.4336	0.0076	0.3979	0.8320	0.3979
0.4325	2.3169	23600	0.4350	0.0076	0.3923	0.8315	0.3923
0.3897	2.3267	23700	0.4343	0.0076	0.3964	0.8320	0.3964
0.4421	2.3365	23800	0.4333	0.0076	0.4015	0.8332	0.4015
0.4476	2.3464	23900	0.4317	0.0076	0.4010	0.8331	0.4010
0.4147	2.3562	24000	0.4312	0.0076	0.3938	0.8316	0.3938
0.3798	2.3660	24100	0.4358	0.0076	0.3924	0.8303	0.3924
0.3967	2.3758	24200	0.4326	0.0076	0.3982	0.8317	0.3982
0.3616	2.3856	24300	0.4318	0.0076	0.3962	0.8321	0.3962
0.4121	2.3954	24400	0.4333	0.0076	0.3997	0.8325	0.3997
0.425	2.4053	24500	0.4391	0.0076	0.3886	0.8302	0.3886
0.396	2.4151	24600	0.4314	0.0076	0.4043	0.8340	0.4043
0.3864	2.4249	24700	0.4269	0.0076	0.4020	0.8335	0.4020
0.385	2.4347	24800	0.4298	0.0076	0.3989	0.8339	0.3989
0.4045	2.4445	24900	0.4291	0.0076	0.4036	0.8332	0.4036
0.3601	2.4543	25000	0.4245	0.0076	0.4044	0.8344	0.4044
0.3785	2.4642	25100	0.4323	0.0076	0.4032	0.8333	0.4032
0.4398	2.4740	25200	0.4308	0.0076	0.3924	0.8304	0.3924
0.4151	2.4838	25300	0.4293	0.0076	0.4035	0.8343	0.4035
0.3409	2.4936	25400	0.4250	0.0076	0.4026	0.8338	0.4026
0.3973	2.5034	25500	0.4250	0.0076	0.4027	0.8353	0.4027
0.3862	2.5133	25600	0.4256	0.0076	0.4062	0.8337	0.4062
0.3815	2.5231	25700	0.4264	0.0076	0.4072	0.8340	0.4072
0.3897	2.5329	25800	0.4247	0.0076	0.4089	0.8352	0.4089
0.4427	2.5427	25900	0.4208	0.0076	0.4072	0.8362	0.4072
0.3997	2.5525	26000	0.4263	0.0076	0.4043	0.8336	0.4043
0.3752	2.5623	26100	0.4230	0.0076	0.4093	0.8355	0.4093
0.391	2.5722	26200	0.4249	0.0076	0.4089	0.8350	0.4089
0.405	2.5820	26300	0.4216	0.0076	0.4069	0.8364	0.4069
0.4194	2.5918	26400	0.4226	0.0076	0.4046	0.8350	0.4046
0.3988	2.6016	26500	0.4197	0.0076	0.4069	0.8369	0.4069
0.3697	2.6114	26600	0.4161	0.0076	0.4138	0.8389	0.4138
0.3909	2.6212	26700	0.4223	0.0076	0.4090	0.8363	0.4090
0.3925	2.6311	26800	0.4207	0.0076	0.4089	0.8355	0.4089
0.3753	2.6409	26900	0.4214	0.0076	0.4071	0.8364	0.4071
0.4172	2.6507	27000	0.4211	0.0076	0.4088	0.8365	0.4088
0.3799	2.6605	27100	0.4206	0.0076	0.4049	0.8350	0.4049
0.3848	2.6703	27200	0.4210	0.0076	0.4105	0.8359	0.4105
0.4046	2.6801	27300	0.4177	0.0076	0.4162	0.8391	0.4162
0.3743	2.6900	27400	0.4196	0.0076	0.4176	0.8389	0.4176
0.4029	2.6998	27500	0.4182	0.0076	0.4148	0.8373	0.4148
0.3962	2.7096	27600	0.4188	0.0076	0.4132	0.8379	0.4132
0.3769	2.7194	27700	0.4163	0.0076	0.4167	0.8394	0.4167
0.401	2.7292	27800	0.4167	0.0076	0.4174	0.8393	0.4174
0.3684	2.7391	27900	0.4204	0.0076	0.4067	0.8351	0.4067
0.401	2.7489	28000	0.4175	0.0076	0.4112	0.8378	0.4112
0.3719	2.7587	28100	0.4166	0.0076	0.4107	0.8368	0.4107
0.3471	2.7685	28200	0.4181	0.0076	0.4125	0.8380	0.4125
0.3969	2.7783	28300	0.4164	0.0076	0.4071	0.8377	0.4071
0.3965	2.7881	28400	0.4154	0.0076	0.4172	0.8388	0.4172
0.3878	2.7980	28500	0.4151	0.0076	0.4196	0.8403	0.4196
0.3841	2.8078	28600	0.4158	0.0076	0.4136	0.8380	0.4136
0.3704	2.8176	28700	0.4164	0.0076	0.4132	0.8381	0.4132
0.3852	2.8274	28800	0.4205	0.0076	0.4069	0.8363	0.4069
0.4383	2.8372	28900	0.4140	0.0076	0.4130	0.8391	0.4130
0.4076	2.8470	29000	0.4135	0.0076	0.4142	0.8388	0.4142
0.3824	2.8569	29100	0.4153	0.0076	0.4148	0.8390	0.4148
0.4225	2.8667	29200	0.4128	0.0076	0.4123	0.8385	0.4123
0.3516	2.8765	29300	0.4127	0.0076	0.4223	0.8408	0.4223
0.3729	2.8863	29400	0.4103	0.0076	0.4224	0.8408	0.4224
0.3531	2.8961	29500	0.4118	0.0076	0.4209	0.8407	0.4209
0.4211	2.9059	29600	0.4135	0.0076	0.4159	0.8394	0.4159
0.3735	2.9158	29700	0.4133	0.0076	0.4160	0.8397	0.4160
0.3754	2.9256	29800	0.4153	0.0076	0.4196	0.8389	0.4196
0.3818	2.9354	29900	0.4106	0.0076	0.4218	0.8405	0.4218
0.3565	2.9452	30000	0.4133	0.0076	0.4199	0.8397	0.4199
0.4143	2.9550	30100	0.4073	0.0076	0.4228	0.8417	0.4228
0.3537	2.9649	30200	0.4121	0.0076	0.4200	0.8406	0.4200
0.3747	2.9747	30300	0.4069	0.0076	0.4171	0.8413	0.4171
0.4095	2.9845	30400	0.4068	0.0076	0.4221	0.8409	0.4221
0.469	2.9943	30500	0.4064	0.0076	0.4209	0.8413	0.4209
0.386	3.0041	30600	0.4100	0.0076	0.4264	0.8432	0.4264
0.3244	3.0139	30700	0.4118	0.0076	0.4291	0.8429	0.4291
0.3234	3.0238	30800	0.4111	0.0076	0.4257	0.8432	0.4257
0.4044	3.0336	30900	0.4078	0.0076	0.4300	0.8440	0.4300
0.3474	3.0434	31000	0.4083	0.0076	0.4275	0.8430	0.4275
0.3818	3.0532	31100	0.4070	0.0076	0.4242	0.8421	0.4242
0.3639	3.0630	31200	0.4087	0.0076	0.4234	0.8420	0.4234
0.3822	3.0728	31300	0.4083	0.0076	0.4249	0.8423	0.4249
0.3855	3.0827	31400	0.4083	0.0076	0.4276	0.8437	0.4276
0.3462	3.0925	31500	0.4088	0.0076	0.4279	0.8428	0.4279
0.325	3.1023	31600	0.4124	0.0076	0.4263	0.8427	0.4263
0.321	3.1121	31700	0.4121	0.0076	0.4293	0.8427	0.4293
0.3969	3.1219	31800	0.4059	0.0076	0.4280	0.8431	0.4280
0.323	3.1317	31900	0.4109	0.0076	0.4266	0.8435	0.4266
0.3686	3.1416	32000	0.4125	0.0076	0.4264	0.8432	0.4264
0.3502	3.1514	32100	0.4116	0.0076	0.4266	0.8427	0.4266
0.3688	3.1612	32200	0.4098	0.0076	0.4298	0.8426	0.4298
0.3626	3.1710	32300	0.4095	0.0076	0.4248	0.8418	0.4248
0.373	3.1808	32400	0.4057	0.0076	0.4260	0.8427	0.4260
0.4046	3.1907	32500	0.4085	0.0076	0.4292	0.8432	0.4292
0.3711	3.2005	32600	0.4108	0.0076	0.4290	0.8431	0.4290
0.3504	3.2103	32700	0.4062	0.0076	0.4261	0.8427	0.4261
0.3603	3.2201	32800	0.4053	0.0076	0.4357	0.8444	0.4357
0.3846	3.2299	32900	0.4082	0.0076	0.4312	0.8439	0.4312
0.3737	3.2397	33000	0.4146	0.0076	0.4263	0.8432	0.4263
0.3337	3.2496	33100	0.4077	0.0076	0.4319	0.8442	0.4319
0.3406	3.2594	33200	0.4045	0.0076	0.4338	0.8442	0.4338
0.3299	3.2692	33300	0.4063	0.0076	0.4321	0.8448	0.4321
0.3676	3.2790	33400	0.4098	0.0076	0.4315	0.8428	0.4315
0.3246	3.2888	33500	0.4066	0.0076	0.4263	0.8423	0.4263
0.4227	3.2986	33600	0.4080	0.0076	0.4312	0.8436	0.4312
0.3325	3.3085	33700	0.4042	0.0076	0.4299	0.8436	0.4299
0.4014	3.3183	33800	0.4063	0.0076	0.4328	0.8440	0.4328
0.3772	3.3281	33900	0.4027	0.0076	0.4334	0.8441	0.4334
0.3555	3.3379	34000	0.4038	0.0076	0.4335	0.8451	0.4335
0.3706	3.3477	34100	0.4069	0.0076	0.4336	0.8441	0.4336
0.3152	3.3575	34200	0.4020	0.0076	0.4326	0.8438	0.4326
0.3333	3.3674	34300	0.4015	0.0076	0.4381	0.8454	0.4381
0.3428	3.3772	34400	0.4039	0.0076	0.4350	0.8455	0.4350
0.371	3.3870	34500	0.4034	0.0076	0.4341	0.8444	0.4341
0.2812	3.3968	34600	0.4027	0.0076	0.4379	0.8457	0.4379
0.3018	3.4066	34700	0.4026	0.0076	0.4320	0.8450	0.4320
0.3556	3.4165	34800	0.4045	0.0076	0.4328	0.8448	0.4328
0.4073	3.4263	34900	0.4032	0.0076	0.4290	0.8444	0.4290
0.4045	3.4361	35000	0.4049	0.0076	0.4291	0.8439	0.4291
0.3014	3.4459	35100	0.4023	0.0076	0.4350	0.8447	0.4350
0.3882	3.4557	35200	0.4003	0.0076	0.4321	0.8464	0.4321
0.3425	3.4655	35300	0.4013	0.0076	0.4339	0.8450	0.4339
0.316	3.4754	35400	0.4042	0.0076	0.4328	0.8455	0.4328
0.3705	3.4852	35500	0.4020	0.0076	0.4283	0.8429	0.4283
0.324	3.4950	35600	0.4009	0.0076	0.4323	0.8449	0.4323
0.3666	3.5048	35700	0.4010	0.0076	0.4350	0.8450	0.4350
0.3657	3.5146	35800	0.4025	0.0076	0.4326	0.8448	0.4326
0.3508	3.5244	35900	0.4003	0.0076	0.4370	0.8469	0.4370
0.3491	3.5343	36000	0.3998	0.0076	0.4385	0.8467	0.4385
0.2987	3.5441	36100	0.3985	0.0076	0.4381	0.8474	0.4381
0.3743	3.5539	36200	0.4024	0.0076	0.4286	0.8434	0.4286
0.3106	3.5637	36300	0.4024	0.0076	0.4356	0.8455	0.4356
0.3142	3.5735	36400	0.4025	0.0076	0.4316	0.8444	0.4316
0.3591	3.5833	36500	0.3988	0.0076	0.4351	0.8452	0.4351
0.3483	3.5932	36600	0.4024	0.0076	0.4336	0.8451	0.4336
0.3192	3.6030	36700	0.3989	0.0076	0.4383	0.8465	0.4383
0.3942	3.6128	36800	0.3957	0.0076	0.4408	0.8462	0.4408
0.3114	3.6226	36900	0.4006	0.0076	0.4346	0.8454	0.4346
0.326	3.6324	37000	0.4025	0.0076	0.4332	0.8455	0.4332
0.3596	3.6423	37100	0.3964	0.0076	0.4383	0.8463	0.4383
0.3261	3.6521	37200	0.3951	0.0076	0.4352	0.8466	0.4352
0.3805	3.6619	37300	0.3974	0.0076	0.4337	0.8459	0.4337
0.3294	3.6717	37400	0.3994	0.0076	0.4361	0.8467	0.4361
0.3855	3.6815	37500	0.3930	0.0076	0.4397	0.8480	0.4397
0.3365	3.6913	37600	0.3986	0.0076	0.4383	0.8478	0.4383
0.3292	3.7012	37700	0.3964	0.0076	0.4312	0.8449	0.4312
0.3827	3.7110	37800	0.3977	0.0076	0.4338	0.8455	0.4338
0.3233	3.7208	37900	0.3942	0.0076	0.4370	0.8474	0.4370
0.3382	3.7306	38000	0.4014	0.0076	0.4361	0.8450	0.4361
0.3586	3.7404	38100	0.3968	0.0076	0.4355	0.8462	0.4355
0.3486	3.7502	38200	0.3971	0.0076	0.4370	0.8460	0.4370
0.3723	3.7601	38300	0.3957	0.0076	0.4414	0.8481	0.4414
0.4178	3.7699	38400	0.3954	0.0076	0.4368	0.8462	0.4368
0.3815	3.7797	38500	0.4020	0.0076	0.4377	0.8461	0.4377
0.3921	3.7895	38600	0.3990	0.0076	0.4322	0.8457	0.4322
0.3128	3.7993	38700	0.4020	0.0076	0.4357	0.8463	0.4357
0.3552	3.8091	38800	0.4000	0.0076	0.4373	0.8457	0.4373
0.3475	3.8190	38900	0.3976	0.0076	0.4444	0.8484	0.4444
0.3608	3.8288	39000	0.3997	0.0076	0.4349	0.8462	0.4349
0.3749	3.8386	39100	0.3947	0.0076	0.4451	0.8484	0.4451
0.3973	3.8484	39200	0.3938	0.0076	0.4419	0.8482	0.4419
0.3171	3.8582	39300	0.3942	0.0076	0.4400	0.8477	0.4400
0.3597	3.8681	39400	0.3934	0.0076	0.4414	0.8479	0.4414
0.3907	3.8779	39500	0.3930	0.0076	0.4428	0.8480	0.4428
0.4058	3.8877	39600	0.3950	0.0076	0.4425	0.8475	0.4425
0.3093	3.8975	39700	0.3924	0.0076	0.4413	0.8478	0.4413
0.3427	3.9073	39800	0.3919	0.0076	0.4389	0.8482	0.4389
0.3614	3.9171	39900	0.3936	0.0076	0.4424	0.8482	0.4424
0.393	3.9270	40000	0.3935	0.0076	0.4401	0.8478	0.4401
0.3488	3.9368	40100	0.3978	0.0076	0.4359	0.8461	0.4359
0.3383	3.9466	40200	0.3951	0.0076	0.4381	0.8476	0.4381
0.3687	3.9564	40300	0.3907	0.0076	0.4432	0.8483	0.4432
0.3482	3.9662	40400	0.3940	0.0076	0.4422	0.8475	0.4422
0.3841	3.9760	40500	0.3916	0.0076	0.4387	0.8472	0.4387
0.366	3.9859	40600	0.3871	0.0076	0.4481	0.8500	0.4481
0.3938	3.9957	40700	0.3913	0.0076	0.4437	0.8495	0.4437
0.3049	4.0055	40800	0.4029	0.0076	0.4453	0.8501	0.4453
0.2522	4.0153	40900	0.4034	0.0076	0.4422	0.8477	0.4422
0.2871	4.0251	41000	0.4051	0.0076	0.4442	0.8480	0.4442
0.3278	4.0349	41100	0.4063	0.0076	0.4462	0.8494	0.4462
0.2606	4.0448	41200	0.4040	0.0076	0.4502	0.8495	0.4502
0.2844	4.0546	41300	0.3971	0.0076	0.4495	0.8499	0.4495
0.286	4.0644	41400	0.4022	0.0076	0.4485	0.8492	0.4485
0.2718	4.0742	41500	0.4062	0.0076	0.4484	0.8499	0.4484
0.2482	4.0840	41600	0.3979	0.0076	0.4534	0.8508	0.4534
0.3215	4.0939	41700	0.4059	0.0076	0.4433	0.8483	0.4433
0.2574	4.1037	41800	0.3997	0.0076	0.4463	0.8488	0.4463
0.2574	4.1135	41900	0.3975	0.0076	0.4500	0.8503	0.4500
0.2836	4.1233	42000	0.3982	0.0076	0.4511	0.8512	0.4511
0.2631	4.1331	42100	0.4045	0.0076	0.4441	0.8483	0.4441
0.241	4.1429	42200	0.4005	0.0076	0.4495	0.8510	0.4495
0.3501	4.1528	42300	0.3973	0.0076	0.4497	0.8497	0.4497
0.3679	4.1626	42400	0.4002	0.0076	0.4488	0.8510	0.4488
0.2905	4.1724	42500	0.4006	0.0076	0.4495	0.8497	0.4495
0.2874	4.1822	42600	0.3992	0.0076	0.4536	0.8509	0.4536
0.2718	4.1920	42700	0.3992	0.0076	0.4511	0.8506	0.4511
0.2859	4.2018	42800	0.4061	0.0076	0.4391	0.8478	0.4391
0.2627	4.2117	42900	0.4022	0.0076	0.4486	0.8501	0.4486
0.3052	4.2215	43000	0.3990	0.0076	0.4470	0.8503	0.4470
0.3104	4.2313	43100	0.4022	0.0076	0.4497	0.8501	0.4497
0.3098	4.2411	43200	0.3963	0.0076	0.4530	0.8513	0.4530
0.2966	4.2509	43300	0.3967	0.0076	0.4518	0.8504	0.4518
0.2907	4.2608	43400	0.3981	0.0076	0.4426	0.8486	0.4426
0.3228	4.2706	43500	0.4021	0.0076	0.4482	0.8498	0.4482
0.3048	4.2804	43600	0.3958	0.0076	0.4500	0.8505	0.4500
0.2958	4.2902	43700	0.3980	0.0076	0.4542	0.8510	0.4542
0.3431	4.3000	43800	0.3926	0.0076	0.4508	0.8506	0.4508
0.3385	4.3098	43900	0.3969	0.0076	0.4482	0.8495	0.4482
0.2674	4.3197	44000	0.3976	0.0076	0.4549	0.8514	0.4549
0.3108	4.3295	44100	0.3942	0.0076	0.4509	0.8506	0.4509
0.2592	4.3393	44200	0.3956	0.0076	0.4511	0.8512	0.4511
0.3047	4.3491	44300	0.3954	0.0076	0.4496	0.8501	0.4496
0.3044	4.3589	44400	0.3939	0.0076	0.4509	0.8521	0.4509
0.317	4.3687	44500	0.3963	0.0076	0.4486	0.8500	0.4486
0.3279	4.3786	44600	0.3950	0.0076	0.4501	0.8509	0.4501
0.3059	4.3884	44700	0.3964	0.0076	0.4549	0.8510	0.4549
0.3511	4.3982	44800	0.3960	0.0076	0.4537	0.8503	0.4537
0.3481	4.4080	44900	0.4017	0.0076	0.4515	0.8501	0.4515
0.2776	4.4178	45000	0.3997	0.0076	0.4481	0.8489	0.4481
0.3283	4.4276	45100	0.3963	0.0076	0.4421	0.8484	0.4421
0.2964	4.4375	45200	0.3924	0.0076	0.4438	0.8492	0.4438
0.2804	4.4473	45300	0.3995	0.0076	0.4476	0.8506	0.4476
0.292	4.4571	45400	0.3971	0.0076	0.4533	0.8511	0.4533
0.3106	4.4669	45500	0.3976	0.0076	0.4457	0.8488	0.4457
0.3005	4.4767	45600	0.3926	0.0076	0.4523	0.8509	0.4523
0.3154	4.4866	45700	0.4000	0.0076	0.4482	0.8492	0.4482
0.3375	4.4964	45800	0.3974	0.0076	0.4481	0.8500	0.4481
0.3403	4.5062	45900	0.3939	0.0076	0.4524	0.8507	0.4524
0.3244	4.5160	46000	0.3954	0.0076	0.4508	0.8500	0.4508
0.3164	4.5258	46100	0.3926	0.0076	0.4528	0.8516	0.4528
0.3148	4.5356	46200	0.3976	0.0076	0.4506	0.8503	0.4506
0.3075	4.5455	46300	0.3952	0.0076	0.4513	0.8503	0.4513
0.347	4.5553	46400	0.3903	0.0076	0.4498	0.8507	0.4498
0.2815	4.5651	46500	0.3947	0.0076	0.4490	0.8496	0.4490
0.3037	4.5749	46600	0.3942	0.0076	0.4498	0.8502	0.4498
0.287	4.5847	46700	0.3960	0.0076	0.4479	0.8494	0.4479
0.3057	4.5945	46800	0.3899	0.0076	0.4506	0.8515	0.4506
0.3191	4.6044	46900	0.3947	0.0076	0.4507	0.8503	0.4507
0.3228	4.6142	47000	0.3908	0.0076	0.4480	0.8508	0.4480
0.3124	4.6240	47100	0.3902	0.0076	0.4493	0.8500	0.4493
0.3073	4.6338	47200	0.3929	0.0076	0.4537	0.8515	0.4537
0.3139	4.6436	47300	0.3944	0.0076	0.4508	0.8507	0.4508
0.2952	4.6534	47400	0.3929	0.0076	0.4563	0.8518	0.4563
0.335	4.6633	47500	0.3872	0.0076	0.4508	0.8512	0.4508
0.3358	4.6731	47600	0.3962	0.0076	0.4524	0.8503	0.4524
0.2859	4.6829	47700	0.3894	0.0076	0.4535	0.8509	0.4535
0.2862	4.6927	47800	0.3930	0.0076	0.4535	0.8504	0.4535
0.2916	4.7025	47900	0.3914	0.0076	0.4553	0.8516	0.4553
0.3322	4.7124	48000	0.3878	0.0076	0.4553	0.8517	0.4553
0.2778	4.7222	48100	0.3888	0.0076	0.4517	0.8514	0.4517
0.3422	4.7320	48200	0.3948	0.0076	0.4506	0.8503	0.4506
0.2892	4.7418	48300	0.3914	0.0076	0.4482	0.8500	0.4482
0.3184	4.7516	48400	0.3922	0.0076	0.4493	0.8498	0.4493
0.3398	4.7614	48500	0.3865	0.0076	0.4534	0.8521	0.4534
0.3248	4.7713	48600	0.3890	0.0076	0.4483	0.8498	0.4483
0.3129	4.7811	48700	0.3909	0.0076	0.4493	0.8504	0.4493
0.3095	4.7909	48800	0.3870	0.0076	0.4534	0.8518	0.4534
0.3314	4.8007	48900	0.3848	0.0076	0.4569	0.8531	0.4569
0.3219	4.8105	49000	0.3856	0.0076	0.4582	0.8541	0.4582
0.2802	4.8203	49100	0.3865	0.0076	0.4574	0.8521	0.4574
0.2811	4.8302	49200	0.3864	0.0076	0.4565	0.8536	0.4565
0.3505	4.8400	49300	0.3827	0.0076	0.4558	0.8519	0.4558
0.3086	4.8498	49400	0.3860	0.0076	0.4553	0.8519	0.4553
0.2969	4.8596	49500	0.3851	0.0076	0.4540	0.8525	0.4540
0.2826	4.8694	49600	0.3892	0.0076	0.4551	0.8522	0.4551
0.3215	4.8792	49700	0.3875	0.0076	0.4512	0.8514	0.4512
0.372	4.8891	49800	0.3850	0.0076	0.4563	0.8535	0.4563
0.3509	4.8989	49900	0.3845	0.0076	0.4526	0.8521	0.4526
0.3077	4.9087	50000	0.3846	0.0076	0.4586	0.8542	0.4586
0.3164	4.9185	50100	0.3860	0.0076	0.4575	0.8526	0.4575
0.3093	4.9283	50200	0.3892	0.0076	0.4512	0.8517	0.4512
0.3306	4.9382	50300	0.3905	0.0076	0.4503	0.8508	0.4503
0.3825	4.9480	50400	0.3873	0.0076	0.4550	0.8519	0.4550
0.3181	4.9578	50500	0.3869	0.0076	0.4526	0.8517	0.4526
0.3426	4.9676	50600	0.3856	0.0076	0.4551	0.8517	0.4551
0.2894	4.9774	50700	0.3815	0.0076	0.4586	0.8526	0.4586
0.303	4.9872	50800	0.3883	0.0076	0.4527	0.8510	0.4527
0.3065	4.9971	50900	0.3851	0.0076	0.4615	0.8537	0.4615
0.2445	5.0069	51000	0.4006	0.0076	0.4546	0.8515	0.4546
0.2468	5.0167	51100	0.4047	0.0076	0.4598	0.8527	0.4598
0.2274	5.0265	51200	0.4158	0.0076	0.4577	0.8519	0.4577
0.246	5.0363	51300	0.4078	0.0076	0.4566	0.8518	0.4566
0.2611	5.0461	51400	0.4095	0.0076	0.4558	0.8515	0.4558
0.2067	5.0560	51500	0.4094	0.0076	0.4548	0.8524	0.4548
0.2285	5.0658	51600	0.4084	0.0076	0.4546	0.8514	0.4546
0.216	5.0756	51700	0.4155	0.0076	0.4581	0.8514	0.4581
0.2562	5.0854	51800	0.4143	0.0076	0.4558	0.8515	0.4558
0.225	5.0952	51900	0.4088	0.0076	0.4557	0.8507	0.4557
0.2575	5.1050	52000	0.4136	0.0076	0.4558	0.8516	0.4558
0.2709	5.1149	52100	0.4041	0.0076	0.4590	0.8522	0.4590
0.2766	5.1247	52200	0.4093	0.0076	0.4611	0.8529	0.4611
0.2531	5.1345	52300	0.4085	0.0076	0.4542	0.8513	0.4542
0.2914	5.1443	52400	0.4081	0.0076	0.4555	0.8519	0.4555
0.2434	5.1541	52500	0.4115	0.0076	0.4516	0.8503	0.4516
0.2621	5.1640	52600	0.4148	0.0076	0.4508	0.8499	0.4508
0.2822	5.1738	52700	0.4087	0.0076	0.4577	0.8511	0.4577
0.2658	5.1836	52800	0.4121	0.0076	0.4545	0.8508	0.4545
0.2636	5.1934	52900	0.4126	0.0076	0.4558	0.8513	0.4558
0.2851	5.2032	53000	0.4087	0.0076	0.4560	0.8512	0.4560
0.281	5.2130	53100	0.4154	0.0076	0.4591	0.8514	0.4591
0.2695	5.2229	53200	0.4076	0.0076	0.4560	0.8505	0.4560
0.2677	5.2327	53300	0.4078	0.0076	0.4546	0.8509	0.4546
0.2685	5.2425	53400	0.4132	0.0076	0.4571	0.8516	0.4571
0.2666	5.2523	53500	0.4079	0.0076	0.4544	0.8510	0.4544
0.2591	5.2621	53600	0.4048	0.0076	0.4584	0.8527	0.4584
0.2443	5.2719	53700	0.4132	0.0076	0.4554	0.8515	0.4554
0.2974	5.2818	53800	0.4034	0.0076	0.4578	0.8518	0.4578
0.2448	5.2916	53900	0.4170	0.0076	0.4529	0.8498	0.4529
0.2183	5.3014	54000	0.4071	0.0076	0.4538	0.8509	0.4538
0.2396	5.3112	54100	0.4088	0.0076	0.4511	0.8509	0.4511
0.2639	5.3210	54200	0.4046	0.0076	0.4533	0.8511	0.4533
0.2624	5.3308	54300	0.4024	0.0076	0.4560	0.8516	0.4560
0.2499	5.3407	54400	0.4089	0.0076	0.4581	0.8515	0.4581
0.2669	5.3505	54500	0.4115	0.0076	0.4560	0.8520	0.4560
0.2534	5.3603	54600	0.4032	0.0076	0.4601	0.8529	0.4601
0.2388	5.3701	54700	0.4031	0.0076	0.4602	0.8523	0.4602
0.2779	5.3799	54800	0.4098	0.0076	0.4603	0.8519	0.4603
0.2763	5.3898	54900	0.4084	0.0076	0.4508	0.8506	0.4508
0.2364	5.3996	55000	0.4042	0.0076	0.4524	0.8523	0.4524
0.2808	5.4094	55100	0.4040	0.0076	0.4553	0.8514	0.4553
0.2217	5.4192	55200	0.4056	0.0076	0.4587	0.8525	0.4587
0.2694	5.4290	55300	0.4131	0.0076	0.4526	0.8508	0.4526
0.2901	5.4388	55400	0.4032	0.0076	0.4542	0.8520	0.4542
0.2805	5.4487	55500	0.4025	0.0076	0.4573	0.8522	0.4573
0.2598	5.4585	55600	0.4017	0.0076	0.4588	0.8530	0.4588
0.2946	5.4683	55700	0.3994	0.0076	0.4557	0.8525	0.4557
0.2876	5.4781	55800	0.4027	0.0076	0.4517	0.8507	0.4517
0.2804	5.4879	55900	0.3994	0.0076	0.4562	0.8530	0.4562
0.2816	5.4977	56000	0.4023	0.0076	0.4632	0.8540	0.4632
0.2624	5.5076	56100	0.4004	0.0076	0.4636	0.8551	0.4636
0.2494	5.5174	56200	0.3994	0.0076	0.4600	0.8531	0.4600
0.2703	5.5272	56300	0.3949	0.0076	0.4602	0.8544	0.4602
0.2966	5.5370	56400	0.3943	0.0076	0.4546	0.8523	0.4546
0.2614	5.5468	56500	0.3951	0.0076	0.4567	0.8532	0.4567
0.2948	5.5566	56600	0.3980	0.0076	0.4615	0.8537	0.4615
0.3226	5.5665	56700	0.3971	0.0076	0.4597	0.8534	0.4597
0.2786	5.5763	56800	0.4035	0.0076	0.4577	0.8534	0.4577
0.2567	5.5861	56900	0.3961	0.0076	0.4563	0.8521	0.4563
0.248	5.5959	57000	0.3959	0.0076	0.4570	0.8527	0.4570
0.2563	5.6057	57100	0.4002	0.0076	0.4584	0.8532	0.4584
0.2809	5.6156	57200	0.4001	0.0076	0.4605	0.8535	0.4605
0.3323	5.6254	57300	0.3946	0.0076	0.4610	0.8535	0.4610
0.2969	5.6352	57400	0.3901	0.0076	0.4637	0.8546	0.4637
0.2907	5.6450	57500	0.3958	0.0076	0.4642	0.8542	0.4642
0.2493	5.6548	57600	0.4048	0.0076	0.4554	0.8524	0.4554
0.2953	5.6646	57700	0.3920	0.0076	0.4569	0.8528	0.4569
0.3048	5.6745	57800	0.3985	0.0076	0.4600	0.8547	0.4600
0.2663	5.6843	57900	0.3933	0.0076	0.4573	0.8537	0.4573
0.2543	5.6941	58000	0.3956	0.0076	0.4582	0.8533	0.4582
0.2518	5.7039	58100	0.3965	0.0076	0.4563	0.8523	0.4563
0.2717	5.7137	58200	0.3951	0.0076	0.4627	0.8540	0.4627
0.2907	5.7235	58300	0.3937	0.0076	0.4583	0.8523	0.4583
0.2901	5.7334	58400	0.3948	0.0076	0.4575	0.8538	0.4575
0.2733	5.7432	58500	0.3946	0.0076	0.4636	0.8545	0.4636
0.2696	5.7530	58600	0.3938	0.0076	0.4599	0.8531	0.4599
0.2753	5.7628	58700	0.3987	0.0076	0.4629	0.8536	0.4629
0.281	5.7726	58800	0.3938	0.0076	0.4605	0.8538	0.4605
0.2554	5.7824	58900	0.3947	0.0076	0.4559	0.8531	0.4559
0.3091	5.7923	59000	0.3966	0.0076	0.4592	0.8537	0.4592
0.3045	5.8021	59100	0.3920	0.0076	0.4619	0.8542	0.4619
0.2565	5.8119	59200	0.3955	0.0076	0.4614	0.8536	0.4614
0.2692	5.8217	59300	0.3919	0.0076	0.4609	0.8541	0.4609
0.2789	5.8315	59400	0.3930	0.0076	0.4617	0.8545	0.4617
0.3137	5.8414	59500	0.3975	0.0076	0.4557	0.8518	0.4557
0.291	5.8512	59600	0.3945	0.0076	0.4587	0.8528	0.4587
0.2992	5.8610	59700	0.4009	0.0076	0.4591	0.8536	0.4591
0.2963	5.8708	59800	0.3944	0.0076	0.4563	0.8526	0.4563
0.301	5.8806	59900	0.3944	0.0076	0.4598	0.8529	0.4598
0.2909	5.8904	60000	0.3992	0.0076	0.4614	0.8529	0.4614
0.3079	5.9003	60100	0.3978	0.0076	0.4581	0.8525	0.4581
0.3061	5.9101	60200	0.3965	0.0076	0.4602	0.8533	0.4602
0.2625	5.9199	60300	0.3929	0.0076	0.4549	0.8522	0.4549
0.2601	5.9297	60400	0.3935	0.0076	0.4608	0.8543	0.4608
0.2656	5.9395	60500	0.3901	0.0076	0.4584	0.8529	0.4584
0.2704	5.9493	60600	0.3890	0.0076	0.4629	0.8546	0.4629
0.2733	5.9592	60700	0.3901	0.0076	0.4621	0.8538	0.4621
0.3092	5.9690	60800	0.3954	0.0076	0.4631	0.8537	0.4631
0.3138	5.9788	60900	0.3875	0.0076	0.4617	0.8540	0.4617
0.278	5.9886	61000	0.3881	0.0076	0.4652	0.8550	0.4652
0.2973	5.9984	61100	0.3912	0.0076	0.4649	0.8554	0.4649
0.1889	6.0082	61200	0.4208	0.0076	0.4669	0.8552	0.4669
0.164	6.0181	61300	0.4325	0.0076	0.4614	0.8531	0.4614
0.1667	6.0279	61400	0.4389	0.0076	0.4576	0.8525	0.4576
0.1791	6.0377	61500	0.4382	0.0076	0.4626	0.8543	0.4626
0.2134	6.0475	61600	0.4386	0.0076	0.4602	0.8525	0.4602
0.217	6.0573	61700	0.4378	0.0076	0.4606	0.8530	0.4606
0.1907	6.0672	61800	0.4348	0.0076	0.4682	0.8548	0.4682
0.2403	6.0770	61900	0.4446	0.0076	0.4626	0.8537	0.4626
0.2109	6.0868	62000	0.4370	0.0076	0.4608	0.8530	0.4608
0.2254	6.0966	62100	0.4247	0.0076	0.4638	0.8545	0.4638
0.2148	6.1064	62200	0.4340	0.0076	0.4609	0.8537	0.4609
0.1876	6.1162	62300	0.4364	0.0076	0.4669	0.8542	0.4669
0.216	6.1261	62400	0.4338	0.0076	0.4617	0.8532	0.4617
0.1908	6.1359	62500	0.4326	0.0076	0.4569	0.8521	0.4569
0.206	6.1457	62600	0.4320	0.0076	0.4550	0.8517	0.4550
0.2202	6.1555	62700	0.4350	0.0076	0.4580	0.8530	0.4580
0.2015	6.1653	62800	0.4321	0.0076	0.4551	0.8523	0.4551
0.2497	6.1751	62900	0.4338	0.0076	0.4638	0.8536	0.4638
0.2079	6.1850	63000	0.4327	0.0076	0.4606	0.8521	0.4606
0.2446	6.1948	63100	0.4379	0.0076	0.4602	0.8535	0.4602
0.2123	6.2046	63200	0.4248	0.0076	0.4631	0.8549	0.4631
0.2182	6.2144	63300	0.4258	0.0076	0.4602	0.8522	0.4602
0.2046	6.2242	63400	0.4354	0.0076	0.4607	0.8524	0.4607
0.2315	6.2340	63500	0.4280	0.0076	0.4622	0.8534	0.4622
0.2264	6.2439	63600	0.4339	0.0076	0.4602	0.8528	0.4602
0.2889	6.2537	63700	0.4333	0.0076	0.4622	0.8532	0.4622
0.1911	6.2635	63800	0.4322	0.0076	0.4591	0.8526	0.4591
0.2553	6.2733	63900	0.4226	0.0076	0.4616	0.8530	0.4616
0.2604	6.2831	64000	0.4338	0.0076	0.4629	0.8532	0.4629
0.2319	6.2930	64100	0.4249	0.0076	0.4616	0.8534	0.4616
0.2162	6.3028	64200	0.4261	0.0076	0.4650	0.8537	0.4650
0.202	6.3126	64300	0.4261	0.0076	0.4673	0.8537	0.4673
0.2007	6.3224	64400	0.4261	0.0076	0.4591	0.8525	0.4591
0.2141	6.3322	64500	0.4238	0.0076	0.4646	0.8538	0.4646
0.1927	6.3420	64600	0.4286	0.0076	0.4643	0.8539	0.4643
0.1949	6.3519	64700	0.4229	0.0076	0.4646	0.8533	0.4646
0.2197	6.3617	64800	0.4242	0.0076	0.4622	0.8530	0.4622
0.2485	6.3715	64900	0.4231	0.0076	0.4610	0.8516	0.4610
0.2378	6.3813	65000	0.4227	0.0076	0.4611	0.8522	0.4611
0.2241	6.3911	65100	0.4205	0.0076	0.4624	0.8527	0.4624
0.2228	6.4009	65200	0.4179	0.0076	0.4621	0.8538	0.4621
0.2552	6.4108	65300	0.4214	0.0076	0.4604	0.8523	0.4604
0.2512	6.4206	65400	0.4307	0.0076	0.4642	0.8539	0.4642
0.2395	6.4304	65500	0.4282	0.0076	0.4551	0.8522	0.4551
0.2486	6.4402	65600	0.4166	0.0076	0.4572	0.8520	0.4572
0.2458	6.4500	65700	0.4245	0.0076	0.4611	0.8516	0.4611
0.2503	6.4598	65800	0.4197	0.0076	0.4654	0.8534	0.4654
0.2077	6.4697	65900	0.4331	0.0076	0.4636	0.8531	0.4636
0.2722	6.4795	66000	0.4242	0.0076	0.4614	0.8519	0.4614
0.2083	6.4893	66100	0.4189	0.0076	0.4585	0.8521	0.4585
0.2282	6.4991	66200	0.4151	0.0076	0.4640	0.8539	0.4640
0.2724	6.5089	66300	0.4217	0.0076	0.4575	0.8524	0.4575
0.2436	6.5188	66400	0.4179	0.0076	0.4600	0.8534	0.4600
0.204	6.5286	66500	0.4162	0.0076	0.4648	0.8536	0.4648
0.2148	6.5384	66600	0.4186	0.0076	0.4625	0.8530	0.4625
0.2042	6.5482	66700	0.4142	0.0076	0.4631	0.8520	0.4631
0.2044	6.5580	66800	0.4146	0.0076	0.4610	0.8522	0.4610
0.2897	6.5678	66900	0.4184	0.0076	0.4636	0.8541	0.4636
0.2777	6.5777	67000	0.4093	0.0076	0.4654	0.8541	0.4654
0.2562	6.5875	67100	0.4158	0.0076	0.4631	0.8532	0.4631
0.2276	6.5973	67200	0.4116	0.0076	0.4672	0.8538	0.4672
0.2244	6.6071	67300	0.4062	0.0076	0.4647	0.8543	0.4647
0.2152	6.6169	67400	0.4130	0.0076	0.4633	0.8531	0.4633
0.2332	6.6267	67500	0.4160	0.0076	0.4633	0.8522	0.4633
0.2568	6.6366	67600	0.4132	0.0076	0.4629	0.8538	0.4629
0.3068	6.6464	67700	0.4146	0.0076	0.4624	0.8527	0.4624
0.2498	6.6562	67800	0.4161	0.0076	0.4622	0.8546	0.4622
0.232	6.6660	67900	0.4115	0.0076	0.4646	0.8531	0.4646
0.2441	6.6758	68000	0.4109	0.0076	0.4577	0.8542	0.4577
0.2491	6.6856	68100	0.4097	0.0076	0.4537	0.8512	0.4537
0.2212	6.6955	68200	0.4145	0.0076	0.4608	0.8534	0.4608
0.2432	6.7053	68300	0.4164	0.0076	0.4560	0.8515	0.4560
0.2278	6.7151	68400	0.4157	0.0076	0.4607	0.8517	0.4607
0.2801	6.7249	68500	0.4109	0.0076	0.4639	0.8534	0.4639
0.2648	6.7347	68600	0.4069	0.0076	0.4638	0.8533	0.4638
0.1894	6.7446	68700	0.4134	0.0076	0.4654	0.8532	0.4654
0.1934	6.7544	68800	0.4039	0.0076	0.4715	0.8557	0.4715
0.2744	6.7642	68900	0.4112	0.0076	0.4611	0.8537	0.4611
0.3028	6.7740	69000	0.4067	0.0076	0.4700	0.8553	0.4700
0.2717	6.7838	69100	0.4000	0.0076	0.4683	0.8554	0.4683
0.2963	6.7936	69200	0.4120	0.0076	0.4662	0.8545	0.4662
0.2326	6.8035	69300	0.4100	0.0076	0.4667	0.8552	0.4667
0.2561	6.8133	69400	0.4053	0.0076	0.4662	0.8546	0.4662
0.2679	6.8231	69500	0.4119	0.0076	0.4678	0.8561	0.4678
0.2437	6.8329	69600	0.4041	0.0076	0.4657	0.8543	0.4657
0.2982	6.8427	69700	0.4092	0.0076	0.4640	0.8538	0.4640
0.2576	6.8525	69800	0.4099	0.0076	0.4694	0.8561	0.4694
0.2098	6.8624	69900	0.4101	0.0076	0.4593	0.8537	0.4593
0.3049	6.8722	70000	0.4055	0.0076	0.4714	0.8552	0.4714
0.2575	6.8820	70100	0.4056	0.0076	0.4689	0.8552	0.4689
0.2376	6.8918	70200	0.4004	0.0076	0.4680	0.8554	0.4680
0.2508	6.9016	70300	0.4132	0.0076	0.4655	0.8546	0.4655
0.2702	6.9114	70400	0.4050	0.0076	0.4689	0.8554	0.4689
0.2331	6.9213	70500	0.4071	0.0076	0.4636	0.8539	0.4636
0.197	6.9311	70600	0.4005	0.0076	0.4713	0.8554	0.4713
0.2571	6.9409	70700	0.4020	0.0076	0.4644	0.8545	0.4644
0.2304	6.9507	70800	0.4034	0.0076	0.4628	0.8549	0.4628
0.2594	6.9605	70900	0.4088	0.0076	0.4648	0.8543	0.4648
0.296	6.9704	71000	0.4096	0.0076	0.4657	0.8547	0.4657
0.2674	6.9802	71100	0.4088	0.0076	0.4662	0.8541	0.4662
0.2915	6.9900	71200	0.4072	0.0076	0.4662	0.8553	0.4662
0.2651	6.9998	71300	0.4092	0.0076	0.4668	0.8546	0.4668
0.1088	7.0096	71400	0.4652	0.0076	0.4624	0.8531	0.4624
0.1272	7.0194	71500	0.4651	0.0076	0.4680	0.8541	0.4680
0.1167	7.0293	71600	0.4742	0.0076	0.4636	0.8528	0.4636
0.1429	7.0391	71700	0.4753	0.0076	0.4636	0.8533	0.4636
0.1606	7.0489	71800	0.4745	0.0076	0.4642	0.8537	0.4642
0.1946	7.0587	71900	0.4755	0.0076	0.4622	0.8540	0.4622
0.1711	7.0685	72000	0.4800	0.0076	0.4623	0.8523	0.4623
0.1723	7.0783	72100	0.4761	0.0076	0.4658	0.8538	0.4658
0.1691	7.0882	72200	0.4692	0.0076	0.4615	0.8537	0.4615
0.172	7.0980	72300	0.4767	0.0076	0.4584	0.8516	0.4584
0.1443	7.1078	72400	0.4651	0.0076	0.4615	0.8526	0.4615
0.1562	7.1176	72500	0.4722	0.0076	0.4580	0.8527	0.4580
0.1637	7.1274	72600	0.4757	0.0076	0.4591	0.8524	0.4591
0.1457	7.1372	72700	0.4797	0.0076	0.4586	0.8529	0.4586
0.1885	7.1471	72800	0.4828	0.0076	0.4568	0.8515	0.4568
0.1611	7.1569	72900	0.4738	0.0076	0.4680	0.8543	0.4680
0.1594	7.1667	73000	0.4651	0.0076	0.4664	0.8546	0.4664
0.1585	7.1765	73100	0.4680	0.0076	0.4642	0.8525	0.4642
0.1615	7.1863	73200	0.4771	0.0076	0.4673	0.8541	0.4673
0.2011	7.1962	73300	0.4643	0.0076	0.4572	0.8516	0.4572
0.1825	7.2060	73400	0.4623	0.0076	0.4605	0.8522	0.4605
0.1485	7.2158	73500	0.4686	0.0076	0.4583	0.8524	0.4583
0.193	7.2256	73600	0.4594	0.0076	0.4594	0.8527	0.4594
0.1864	7.2354	73700	0.4773	0.0076	0.4669	0.8538	0.4669
0.1531	7.2452	73800	0.4632	0.0076	0.4634	0.8524	0.4634
0.208	7.2551	73900	0.4606	0.0076	0.4628	0.8536	0.4628
0.1896	7.2649	74000	0.4646	0.0076	0.4609	0.8518	0.4609
0.1744	7.2747	74100	0.4662	0.0076	0.4571	0.8501	0.4571
0.1915	7.2845	74200	0.4727	0.0076	0.4600	0.8522	0.4600
0.211	7.2943	74300	0.4691	0.0076	0.4600	0.8518	0.4600
0.1839	7.3041	74400	0.4584	0.0076	0.4572	0.8522	0.4572
0.1695	7.3140	74500	0.4615	0.0076	0.4592	0.8517	0.4592
0.2131	7.3238	74600	0.4525	0.0076	0.4631	0.8530	0.4631
0.1846	7.3336	74700	0.4680	0.0076	0.4556	0.8518	0.4556
0.1615	7.3434	74800	0.4603	0.0076	0.4585	0.8506	0.4585
0.1611	7.3532	74900	0.4563	0.0076	0.4613	0.8535	0.4613
0.1928	7.3630	75000	0.4492	0.0076	0.4603	0.8526	0.4603
0.1974	7.3729	75100	0.4473	0.0076	0.4591	0.8525	0.4591
0.1754	7.3827	75200	0.4488	0.0076	0.4614	0.8534	0.4614
0.2028	7.3925	75300	0.4512	0.0076	0.4622	0.8536	0.4622
0.1785	7.4023	75400	0.4511	0.0076	0.4626	0.8537	0.4626
0.2092	7.4121	75500	0.4542	0.0076	0.4602	0.8530	0.4602
0.2324	7.4220	75600	0.4578	0.0076	0.4604	0.8518	0.4604
0.1539	7.4318	75700	0.4577	0.0076	0.4615	0.8527	0.4615
0.2006	7.4416	75800	0.4554	0.0076	0.4616	0.8526	0.4616
0.1924	7.4514	75900	0.4526	0.0076	0.4569	0.8521	0.4569
0.2206	7.4612	76000	0.4529	0.0076	0.4591	0.8517	0.4591
0.1805	7.4710	76100	0.4611	0.0076	0.4589	0.8519	0.4589
0.1739	7.4809	76200	0.4599	0.0076	0.4568	0.8520	0.4568
0.1947	7.4907	76300	0.4541	0.0076	0.4575	0.8511	0.4575
0.1914	7.5005	76400	0.4540	0.0076	0.4586	0.8523	0.4586
0.1805	7.5103	76500	0.4517	0.0076	0.4662	0.8544	0.4662
0.1903	7.5201	76600	0.4511	0.0076	0.4607	0.8530	0.4607
0.1915	7.5299	76700	0.4482	0.0076	0.4614	0.8523	0.4614
0.2121	7.5398	76800	0.4506	0.0076	0.4583	0.8528	0.4583
0.1888	7.5496	76900	0.4469	0.0076	0.4567	0.8527	0.4567
0.2364	7.5594	77000	0.4453	0.0076	0.4602	0.8531	0.4602
0.17	7.5692	77100	0.4331	0.0076	0.4648	0.8531	0.4648
0.194	7.5790	77200	0.4488	0.0076	0.4629	0.8537	0.4629
0.1977	7.5888	77300	0.4482	0.0076	0.4658	0.8544	0.4658
0.1672	7.5987	77400	0.4530	0.0076	0.4606	0.8523	0.4606
0.2288	7.6085	77500	0.4421	0.0076	0.4613	0.8527	0.4613
0.2167	7.6183	77600	0.4445	0.0076	0.4624	0.8535	0.4624
0.1728	7.6281	77700	0.4356	0.0076	0.4627	0.8537	0.4627
0.2191	7.6379	77800	0.4455	0.0076	0.4607	0.8530	0.4607
0.1735	7.6478	77900	0.4460	0.0076	0.4578	0.8529	0.4578
0.2393	7.6576	78000	0.4343	0.0076	0.4648	0.8540	0.4648
0.2394	7.6674	78100	0.4485	0.0076	0.4615	0.8518	0.4615
0.1994	7.6772	78200	0.4439	0.0076	0.4604	0.8520	0.4604
0.1566	7.6870	78300	0.4474	0.0076	0.4627	0.8544	0.4627
0.1718	7.6968	78400	0.4378	0.0076	0.4633	0.8536	0.4633
0.2053	7.7067	78500	0.4413	0.0076	0.4656	0.8525	0.4656
0.1736	7.7165	78600	0.4395	0.0076	0.4620	0.8531	0.4620
0.185	7.7263	78700	0.4473	0.0076	0.4641	0.8531	0.4641
0.2177	7.7361	78800	0.4437	0.0076	0.4673	0.8536	0.4673
0.2481	7.7459	78900	0.4404	0.0076	0.4636	0.8529	0.4636

Framework versions

PEFT 0.15.2
Transformers 4.51.3
Pytorch 2.6.0+cu124
Datasets 3.5.0
Tokenizers 0.21.1

donoway/frs4w2m7_20250705_213409

frs4w2m7_20250705_213409

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

donoway/
frs4w2m7_20250705_213409