detr-resnet-50-dc5-grasshopper-finetuned-maxsteps-10000-batchsize-2-ilham

This model is a fine-tuned version of facebook/detr-resnet-50-dc5 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 3.7495
• Map: 0.0001
• Map 50: 0.0002
• Map 75: 0.0001
• Map Small: 0.0001
• Map Medium: -1.0
• Map Large: -1.0
• Mar 1: 0.0
• Mar 10: 0.0019
• Mar 100: 0.0047
• Mar Small: 0.0047
• Mar Medium: -1.0
• Mar Large: -1.0
• Map Recilia dorsalis: 0.0
• Mar 100 Recilia dorsalis: 0.0042
• Map Nephotettix malayanus: 0.0003
• Mar 100 Nephotettix malayanus: 0.0074
• Map Sogatella furcifera: 0.0
• Mar 100 Sogatella furcifera: 0.0
• Map Nilaparvata lugens: 0.0
• Mar 100 Nilaparvata lugens: 0.0071

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: 1e-05
• train_batch_size: 2
• eval_batch_size: 2
• 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: linear
• training_steps: 10000
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Map	Map 50	Map 75	Map Small	Map Medium	Map Large	Mar 1	Mar 10	Mar 100	Mar Small	Mar Medium	Mar Large	Map Recilia dorsalis	Mar 100 Recilia dorsalis	Map Nephotettix malayanus	Mar 100 Nephotettix malayanus	Map Sogatella furcifera	Mar 100 Sogatella furcifera	Map Nilaparvata lugens	Mar 100 Nilaparvata lugens
7.8557	0.5952	50	6.5271	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0001	0.0001	-1.0	-1.0	0.0	0.0	0.0	0.0005	0.0	0.0	0.0	0.0
5.1482	1.1905	100	4.5178	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0017	0.0017	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0068	0.0	0.0
4.73	1.7857	150	4.3700	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0002	0.0036	0.0036	-1.0	-1.0	0.0	0.0	0.0	0.0009	0.0	0.0136	0.0	0.0
4.2549	2.3810	200	4.3965	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
4.5438	2.9762	250	4.2896	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
4.19	3.5714	300	4.3528	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
4.2118	4.1667	350	4.2757	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
4.1294	4.7619	400	4.2314	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
3.9266	5.3571	450	4.2360	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
4.102	5.9524	500	4.1888	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
3.862	6.5476	550	4.1402	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
4.0277	7.1429	600	4.1432	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
4.1993	7.7381	650	4.1737	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0002	0.0002	0.0002	-1.0	-1.0	0.0	0.0	0.0001	0.0009	0.0	0.0	0.0	0.0
4.873	8.3333	700	4.1959	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0001	0.0003	0.0003	-1.0	-1.0	0.0	0.0	0.0	0.0005	0.0	0.0	0.0	0.0006
4.5011	8.9286	750	4.1311	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
4.0208	9.5238	800	4.1827	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
4.0261	10.1190	850	4.0846	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
3.8466	10.7143	900	4.1543	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
4.1287	11.3095	950	4.1680	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
3.9538	11.9048	1000	4.1849	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
3.6927	12.5	1050	4.0885	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
3.9334	13.0952	1100	4.1670	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
3.9389	13.6905	1150	4.2387	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
3.6675	14.2857	1200	4.1635	0.0	0.0004	0.0	0.0	-1.0	-1.0	0.0001	0.0001	0.0001	0.0001	-1.0	-1.0	0.0	0.0	0.0002	0.0005	0.0	0.0	0.0	0.0
4.3397	14.8810	1250	4.1893	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
3.1642	15.4762	1300	4.1441	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
4.6283	16.0714	1350	4.1287	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
4.2969	16.6667	1400	4.0819	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
3.9804	17.2619	1450	4.1292	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
3.971	17.8571	1500	4.0567	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
3.4007	18.4524	1550	4.0544	0.0002	0.0005	0.0	0.0002	-1.0	-1.0	0.0	0.0005	0.0005	0.0005	-1.0	-1.0	0.0	0.0	0.0008	0.0019	0.0	0.0	0.0	0.0
4.2788	19.0476	1600	4.0556	0.0001	0.0002	0.0	0.0001	-1.0	-1.0	0.0	0.001	0.001	0.001	-1.0	-1.0	0.0	0.0	0.0002	0.0042	0.0	0.0	0.0	0.0
4.2513	19.6429	1650	4.0553	0.0002	0.0004	0.0	0.0002	-1.0	-1.0	0.0	0.0006	0.0006	0.0006	-1.0	-1.0	0.0	0.0	0.0007	0.0023	0.0	0.0	0.0	0.0
3.6183	20.2381	1700	4.1075	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0006	0.0006	-1.0	-1.0	0.0	0.0014	0.0	0.0009	0.0	0.0	0.0	0.0
4.2522	20.8333	1750	4.1207	0.0001	0.0004	0.0	0.0001	-1.0	-1.0	0.0002	0.0002	0.0006	0.0006	-1.0	-1.0	0.0	0.0005	0.0003	0.0019	0.0	0.0	0.0	0.0
4.2156	21.4286	1800	4.0288	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0014	0.0014	-1.0	-1.0	0.0	0.0005	0.0	0.0051	0.0	0.0	0.0	0.0
4.4063	22.0238	1850	4.0143	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0019	0.0019	-1.0	-1.0	0.0	0.0014	0.0	0.006	0.0	0.0	0.0	0.0
4.5577	22.6190	1900	4.0514	0.0001	0.0002	0.0	0.0001	-1.0	-1.0	0.0	0.0006	0.0006	0.0006	-1.0	-1.0	0.0	0.0	0.0004	0.0023	0.0	0.0	0.0	0.0
3.9326	23.2143	1950	4.0323	0.0	0.0003	0.0	0.0	-1.0	-1.0	0.0	0.0001	0.0001	0.0001	-1.0	-1.0	0.0	0.0	0.0001	0.0005	0.0	0.0	0.0	0.0
3.9504	23.8095	2000	3.9393	0.0001	0.0003	0.0	0.0001	-1.0	-1.0	0.0	0.0002	0.0016	0.0016	-1.0	-1.0	0.0	0.0	0.0003	0.0051	0.0	0.0	0.0	0.0012
4.6677	24.4048	2050	3.9693	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0005	0.0005	-1.0	-1.0	0.0	0.0	0.0	0.0014	0.0	0.0	0.0	0.0006
3.7945	25.0	2100	3.9099	0.0002	0.0004	0.0004	0.0002	-1.0	-1.0	0.0	0.0007	0.0012	0.0012	-1.0	-1.0	0.0	0.0005	0.0008	0.0042	0.0	0.0	0.0	0.0
3.6887	25.5952	2150	3.7940	0.0	0.0004	0.0	0.0	-1.0	-1.0	0.0	0.0001	0.0024	0.0024	-1.0	-1.0	0.0	0.0032	0.0002	0.0051	0.0	0.0	0.0	0.0012
3.5835	26.1905	2200	3.8883	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0013	0.0013	-1.0	-1.0	0.0	0.0019	0.0	0.0014	0.0	0.0	0.0	0.0018
4.4304	26.7857	2250	3.8795	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0005	0.001	0.001	-1.0	-1.0	0.0	0.0005	0.0001	0.0019	0.0	0.0	0.0	0.0018
4.4133	27.3810	2300	3.8778	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0005	0.0012	0.0012	-1.0	-1.0	0.0	0.0028	0.0002	0.0019	0.0	0.0	0.0	0.0
4.0047	27.9762	2350	4.0399	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0001	0.0001	-1.0	-1.0	0.0	0.0005	0.0	0.0	0.0	0.0	0.0	0.0
3.9441	28.5714	2400	3.9364	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0008	0.0008	-1.0	-1.0	0.0	0.0032	0.0	0.0	0.0	0.0	0.0	0.0
3.7486	29.1667	2450	3.8319	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0007	0.0007	-1.0	-1.0	0.0	0.0023	0.0	0.0	0.0	0.0	0.0	0.0006
3.8208	29.7619	2500	3.8796	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0012	0.0012	-1.0	-1.0	0.0	0.0042	0.0	0.0	0.0	0.0	0.0	0.0006
3.6209	30.3571	2550	3.9295	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.001	0.001	-1.0	-1.0	0.0	0.0042	0.0	0.0	0.0	0.0	0.0	0.0
3.8594	30.9524	2600	3.8844	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0002	0.0013	0.0013	-1.0	-1.0	0.0001	0.0042	0.0	0.0009	0.0	0.0	0.0	0.0
3.2017	31.5476	2650	3.8853	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0017	0.0017	-1.0	-1.0	0.0	0.0032	0.0	0.0	0.0	0.0	0.0	0.0035
3.5715	32.1429	2700	3.8114	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0007	0.0007	-1.0	-1.0	0.0	0.0023	0.0	0.0	0.0	0.0	0.0	0.0006
3.1726	32.7381	2750	3.8134	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0003	0.0003	-1.0	-1.0	0.0	0.0014	0.0	0.0	0.0	0.0	0.0	0.0
4.531	33.3333	2800	3.8624	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0001	0.001	0.001	-1.0	-1.0	0.0	0.0028	0.0	0.0005	0.0	0.0	0.0	0.0006
3.3098	33.9286	2850	3.9348	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0005	0.002	0.002	-1.0	-1.0	0.0	0.0023	0.0001	0.0037	0.0	0.0	0.0	0.0018
3.6244	34.5238	2900	3.9067	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0001	0.0009	0.0009	-1.0	-1.0	0.0	0.0032	0.0	0.0005	0.0	0.0	0.0	0.0
4.0737	35.1190	2950	3.8542	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0001	0.0001	0.0012	0.0012	-1.0	-1.0	0.0	0.0037	0.0	0.0005	0.0	0.0	0.0	0.0006
4.2459	35.7143	3000	3.8562	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0003	0.0003	-1.0	-1.0	0.0	0.0014	0.0	0.0	0.0	0.0	0.0	0.0
3.635	36.3095	3050	3.7866	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0005	0.0013	0.0013	-1.0	-1.0	0.0	0.0032	0.0001	0.0019	0.0	0.0	0.0	0.0
4.434	36.9048	3100	3.7946	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0009	0.0009	-1.0	-1.0	0.0	0.0037	0.0	0.0	0.0	0.0	0.0	0.0
4.1133	37.5	3150	3.8690	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0003	0.0003	-1.0	-1.0	0.0	0.0014	0.0	0.0	0.0	0.0	0.0	0.0
3.8537	38.0952	3200	3.7781	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0007	0.0018	0.0018	-1.0	-1.0	0.0	0.0032	0.0001	0.0028	0.0	0.0	0.0	0.0012
3.5134	38.6905	3250	3.8650	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0003	0.0007	0.0007	-1.0	-1.0	0.0	0.0	0.0	0.0028	0.0	0.0	0.0	0.0
3.0984	39.2857	3300	3.7999	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0003	0.0005	0.0005	-1.0	-1.0	0.0	0.0005	0.0	0.0014	0.0	0.0	0.0	0.0
3.7236	39.8810	3350	3.8309	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0008	0.001	0.001	-1.0	-1.0	0.0001	0.0028	0.0	0.0014	0.0	0.0	0.0	0.0
4.433	40.4762	3400	3.8276	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0008	0.0008	-1.0	-1.0	0.0	0.0023	0.0	0.0009	0.0	0.0	0.0	0.0
4.1477	41.0714	3450	3.8255	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0001	0.001	0.001	-1.0	-1.0	0.0	0.0	0.0	0.0023	0.0	0.0	0.0	0.0018
3.8148	41.6667	3500	3.8010	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0005	0.0008	0.0008	-1.0	-1.0	0.0	0.0014	0.0001	0.0019	0.0	0.0	0.0	0.0
4.3838	42.2619	3550	3.8383	0.0	0.0001	0.0001	0.0	-1.0	-1.0	0.0	0.0007	0.001	0.001	-1.0	-1.0	0.0	0.0009	0.0002	0.0033	0.0	0.0	0.0	0.0
3.7048	42.8571	3600	3.8204	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0006	0.0013	0.0013	-1.0	-1.0	0.0	0.0019	0.0001	0.0033	0.0	0.0	0.0	0.0
2.6646	43.4524	3650	3.7597	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0002	0.0012	0.0012	-1.0	-1.0	0.0	0.0023	0.0001	0.0023	0.0	0.0	0.0	0.0
2.883	44.0476	3700	3.7708	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0004	0.0024	0.0024	-1.0	-1.0	0.0	0.0069	0.0	0.0005	0.0	0.0	0.0	0.0024
3.7521	44.6429	3750	3.8078	0.0001	0.0001	0.0001	0.0001	-1.0	-1.0	0.0	0.0007	0.0014	0.0014	-1.0	-1.0	0.0	0.0019	0.0002	0.0037	0.0	0.0	0.0	0.0
3.9671	45.2381	3800	3.8627	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0006	0.0016	0.0016	-1.0	-1.0	0.0	0.0028	0.0002	0.0037	0.0	0.0	0.0	0.0
3.7391	45.8333	3850	3.8454	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0003	0.0003	0.0007	0.0007	-1.0	-1.0	0.0	0.0009	0.0001	0.0019	0.0	0.0	0.0	0.0
3.2402	46.4286	3900	3.7974	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0007	0.0007	0.0012	0.0012	-1.0	-1.0	0.0	0.0014	0.0001	0.0033	0.0	0.0	0.0	0.0
3.4314	47.0238	3950	3.7405	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0008	0.0024	0.0024	-1.0	-1.0	0.0	0.0056	0.0001	0.0042	0.0	0.0	0.0	0.0
3.9437	47.6190	4000	3.8957	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0003	0.0003	-1.0	-1.0	0.0	0.0005	0.0	0.0009	0.0	0.0	0.0	0.0
4.0132	48.2143	4050	3.8682	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0003	0.0003	-1.0	-1.0	0.0	0.0014	0.0	0.0	0.0	0.0	0.0	0.0
4.1971	48.8095	4100	3.6982	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0	0.002	0.002	-1.0	-1.0	0.0	0.0037	0.0	0.0019	0.0	0.0	0.0	0.0024
3.79	49.4048	4150	3.8140	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0005	0.0016	0.0016	-1.0	-1.0	0.0	0.0046	0.0001	0.0019	0.0	0.0	0.0	0.0
4.361	50.0	4200	3.9469	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0016	0.0016	-1.0	-1.0	0.0	0.0046	0.0	0.0019	0.0	0.0	0.0	0.0
3.7437	50.5952	4250	3.9639	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0001	0.0002	0.0002	-1.0	-1.0	0.0	0.0005	0.0	0.0005	0.0	0.0	0.0	0.0
3.0685	51.1905	4300	3.7958	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0015	0.0015	-1.0	-1.0	0.0	0.006	0.0	0.0	0.0	0.0	0.0	0.0
3.3051	51.7857	4350	3.7975	0.0	0.0001	0.0001	0.0	-1.0	-1.0	0.0	0.0012	0.0016	0.0016	-1.0	-1.0	0.0	0.0019	0.0001	0.0047	0.0	0.0	0.0	0.0
2.8429	52.3810	4400	3.7979	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0005	0.0016	0.0016	-1.0	-1.0	0.0	0.0037	0.0001	0.0028	0.0	0.0	0.0	0.0
3.3521	52.9762	4450	3.8025	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0006	0.0013	0.0013	-1.0	-1.0	0.0	0.0028	0.0001	0.0023	0.0	0.0	0.0	0.0
3.8709	53.5714	4500	3.8048	0.0	0.0001	0.0001	0.0	-1.0	-1.0	0.0	0.0007	0.0014	0.0014	-1.0	-1.0	0.0	0.0028	0.0002	0.0028	0.0	0.0	0.0	0.0
3.9027	54.1667	4550	3.7956	0.0	0.0001	0.0001	0.0	-1.0	-1.0	0.0	0.0007	0.002	0.002	-1.0	-1.0	0.0	0.0023	0.0002	0.0051	0.0	0.0	0.0	0.0006
3.0122	54.7619	4600	3.7756	0.0	0.0002	0.0	0.0	-1.0	-1.0	0.0	0.0005	0.0017	0.0017	-1.0	-1.0	0.0	0.0042	0.0002	0.0019	0.0	0.0	0.0	0.0006
3.5297	55.3571	4650	3.8070	0.0001	0.0001	0.0001	0.0001	-1.0	-1.0	0.0	0.0007	0.0027	0.0027	-1.0	-1.0	0.0	0.006	0.0003	0.0047	0.0	0.0	0.0	0.0
3.632	55.9524	4700	3.8292	0.0	0.0002	0.0	0.0	-1.0	-1.0	0.0	0.0003	0.002	0.002	-1.0	-1.0	0.0	0.0051	0.0002	0.0028	0.0	0.0	0.0	0.0
3.1858	56.5476	4750	3.8356	0.0001	0.0001	0.0001	0.0001	-1.0	-1.0	0.0	0.0007	0.002	0.002	-1.0	-1.0	0.0	0.0051	0.0003	0.0028	0.0	0.0	0.0	0.0
4.1364	57.1429	4800	3.8043	0.0001	0.0001	0.0	0.0001	-1.0	-1.0	0.0	0.0006	0.0014	0.0014	-1.0	-1.0	0.0	0.0032	0.0002	0.0023	0.0	0.0	0.0	0.0
3.754	57.7381	4850	3.7635	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0005	0.002	0.002	-1.0	-1.0	0.0	0.006	0.0002	0.0019	0.0	0.0	0.0	0.0
3.5476	58.3333	4900	3.8144	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.001	0.002	0.002	-1.0	-1.0	0.0	0.0037	0.0003	0.0042	0.0	0.0	0.0	0.0
3.7201	58.9286	4950	3.8137	0.0	0.0002	0.0	0.0	-1.0	-1.0	0.0	0.0002	0.0008	0.0008	-1.0	-1.0	0.0	0.0023	0.0001	0.0009	0.0	0.0	0.0	0.0
4.0767	59.5238	5000	3.7964	0.0001	0.0003	0.0	0.0001	-1.0	-1.0	0.0001	0.0006	0.0019	0.0019	-1.0	-1.0	0.0	0.0051	0.0002	0.0023	0.0	0.0	0.0	0.0
3.6719	60.1190	5050	3.8036	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0006	0.0014	0.0014	-1.0	-1.0	0.0	0.0032	0.0002	0.0023	0.0	0.0	0.0	0.0
3.9692	60.7143	5100	3.8246	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0006	0.0015	0.0015	-1.0	-1.0	0.0	0.0037	0.0002	0.0023	0.0	0.0	0.0	0.0
3.7247	61.3095	5150	3.7791	0.0001	0.0003	0.0001	0.0001	-1.0	-1.0	0.0001	0.0008	0.0035	0.0035	-1.0	-1.0	0.0	0.0106	0.0003	0.0033	0.0	0.0	0.0	0.0
4.6245	61.9048	5200	3.6678	0.0001	0.0004	0.0	0.0001	-1.0	-1.0	0.0	0.0006	0.002	0.002	-1.0	-1.0	0.0	0.0056	0.0003	0.0023	0.0	0.0	0.0	0.0
3.7635	62.5	5250	3.7871	0.0001	0.0004	0.0001	0.0001	-1.0	-1.0	0.0	0.0009	0.0027	0.0027	-1.0	-1.0	0.0	0.0069	0.0004	0.0037	0.0	0.0	0.0	0.0
3.554	63.0952	5300	3.8363	0.0001	0.0002	0.0002	0.0001	-1.0	-1.0	0.0	0.0007	0.0013	0.0013	-1.0	-1.0	0.0	0.0023	0.0004	0.0028	0.0	0.0	0.0	0.0
3.4084	63.6905	5350	3.7173	0.0001	0.0001	0.0001	0.0001	-1.0	-1.0	0.0	0.0013	0.0027	0.0027	-1.0	-1.0	0.0	0.0046	0.0002	0.006	0.0	0.0	0.0	0.0
3.7329	64.2857	5400	3.7424	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0005	0.0007	0.0029	0.0029	-1.0	-1.0	0.0	0.0014	0.0001	0.0051	0.0	0.0	0.0	0.0053
3.5339	64.8810	5450	3.8419	0.0	0.0002	0.0	0.0	-1.0	-1.0	0.0	0.0001	0.0008	0.0008	-1.0	-1.0	0.0	0.0028	0.0001	0.0005	0.0	0.0	0.0	0.0
3.3459	65.4762	5500	3.6949	0.0002	0.0011	0.0	0.0002	-1.0	-1.0	0.0001	0.0008	0.0029	0.0029	-1.0	-1.0	0.0	0.0046	0.0007	0.0047	0.0	0.0	0.0	0.0024
3.5871	66.0714	5550	3.7609	0.0001	0.0003	0.0	0.0001	-1.0	-1.0	0.0	0.0006	0.0017	0.0017	-1.0	-1.0	0.0	0.0046	0.0005	0.0023	0.0	0.0	0.0	0.0
3.4437	66.6667	5600	3.6608	0.0003	0.0014	0.0002	0.0003	-1.0	-1.0	0.0001	0.0013	0.0029	0.0029	-1.0	-1.0	0.0	0.0028	0.0011	0.0084	0.0	0.0	0.0	0.0006
3.7097	67.2619	5650	3.7673	0.0001	0.0006	0.0	0.0001	-1.0	-1.0	0.0001	0.0003	0.0027	0.0027	-1.0	-1.0	0.0	0.0083	0.0003	0.0023	0.0	0.0	0.0	0.0
4.1379	67.8571	5700	3.8311	0.0001	0.0003	0.0	0.0001	-1.0	-1.0	0.0001	0.0005	0.0008	0.0008	-1.0	-1.0	0.0	0.0014	0.0003	0.0019	0.0	0.0	0.0	0.0
4.8736	68.4524	5750	3.8420	0.0001	0.0003	0.0	0.0001	-1.0	-1.0	0.0	0.0008	0.002	0.002	-1.0	-1.0	0.0	0.0037	0.0003	0.0042	0.0	0.0	0.0	0.0
3.6911	69.0476	5800	3.8638	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0001	0.0007	0.0007	-1.0	-1.0	0.0	0.0023	0.0	0.0005	0.0	0.0	0.0	0.0
3.8242	69.6429	5850	3.7993	0.0	0.0002	0.0	0.0	-1.0	-1.0	0.0	0.0007	0.0023	0.0023	-1.0	-1.0	0.0	0.0046	0.0002	0.0047	0.0	0.0	0.0	0.0
4.6435	70.2381	5900	3.7962	0.0	0.0002	0.0	0.0	-1.0	-1.0	0.0	0.0006	0.0013	0.0013	-1.0	-1.0	0.0	0.0028	0.0002	0.0023	0.0	0.0	0.0	0.0
3.1471	70.8333	5950	3.6997	0.0001	0.0001	0.0	0.0001	-1.0	-1.0	0.0	0.0009	0.0028	0.0028	-1.0	-1.0	0.0	0.0056	0.0002	0.0037	0.0	0.0	0.0	0.0018
2.8904	71.4286	6000	3.7533	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0	0.0013	0.0013	-1.0	-1.0	0.0	0.0032	0.0	0.0019	0.0	0.0	0.0	0.0
3.6199	72.0238	6050	3.7900	0.0	0.0	0.0	0.0	-1.0	-1.0	0.0	0.0001	0.0005	0.0005	-1.0	-1.0	0.0	0.0014	0.0	0.0005	0.0	0.0	0.0	0.0
3.6421	72.6190	6100	3.7686	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0002	0.0011	0.0011	-1.0	-1.0	0.0	0.0009	0.0001	0.0009	0.0	0.0	0.0	0.0024
3.3558	73.2143	6150	3.7517	0.0	0.0002	0.0	0.0	-1.0	-1.0	0.0	0.0006	0.0037	0.0037	-1.0	-1.0	0.0	0.0069	0.0001	0.0037	0.0	0.0	0.0	0.0041
3.4124	73.8095	6200	3.8264	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0007	0.0016	0.0016	-1.0	-1.0	0.0	0.0023	0.0001	0.0042	0.0	0.0	0.0	0.0
4.2499	74.4048	6250	3.7574	0.0001	0.0002	0.0	0.0001	-1.0	-1.0	0.0	0.0017	0.0048	0.0048	-1.0	-1.0	0.0	0.0046	0.0002	0.0088	0.0	0.0	0.0	0.0059
3.2602	75.0	6300	3.7183	0.0001	0.0002	0.0	0.0001	-1.0	-1.0	0.0	0.0009	0.0021	0.0021	-1.0	-1.0	0.0	0.0046	0.0002	0.0037	0.0	0.0	0.0	0.0
3.517	75.5952	6350	3.7538	0.0	0.0002	0.0	0.0	-1.0	-1.0	0.0	0.001	0.0032	0.0032	-1.0	-1.0	0.0	0.0046	0.0001	0.0042	0.0	0.0	0.0	0.0041
3.8136	76.1905	6400	3.8021	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0006	0.0008	0.003	0.003	-1.0	-1.0	0.0	0.0032	0.0001	0.0047	0.0	0.0	0.0	0.0041
3.9782	76.7857	6450	3.8456	0.0	0.0002	0.0	0.0	-1.0	-1.0	0.0	0.0008	0.0021	0.0021	-1.0	-1.0	0.0	0.0023	0.0002	0.0056	0.0	0.0	0.0	0.0006
3.3156	77.3810	6500	3.8129	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0016	0.0034	0.0034	-1.0	-1.0	0.0	0.0009	0.0002	0.0084	0.0	0.0	0.0	0.0041
3.3581	77.9762	6550	3.7948	0.0001	0.0003	0.0	0.0001	-1.0	-1.0	0.0	0.0013	0.0032	0.0032	-1.0	-1.0	0.0	0.0028	0.0003	0.0088	0.0	0.0	0.0	0.0012
4.1628	78.5714	6600	3.8843	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0014	0.0026	0.0026	-1.0	-1.0	0.0	0.0032	0.0001	0.0056	0.0	0.0	0.0	0.0018
4.5568	79.1667	6650	3.8372	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0014	0.0025	0.0025	-1.0	-1.0	0.0	0.0028	0.0001	0.0056	0.0	0.0	0.0	0.0018
3.6556	79.7619	6700	3.8767	0.0	0.0001	0.0001	0.0	-1.0	-1.0	0.0	0.002	0.0029	0.0029	-1.0	-1.0	0.0	0.0009	0.0002	0.0079	0.0	0.0	0.0	0.0029
4.05	80.3571	6750	3.8427	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.001	0.0029	0.0029	-1.0	-1.0	0.0	0.0037	0.0001	0.0042	0.0	0.0	0.0	0.0035
4.3435	80.9524	6800	3.8122	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0012	0.0037	0.0037	-1.0	-1.0	0.0	0.0028	0.0001	0.0074	0.0	0.0	0.0	0.0047
4.0973	81.5476	6850	3.8318	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0006	0.003	0.003	-1.0	-1.0	0.0	0.0074	0.0001	0.0042	0.0	0.0	0.0	0.0006
3.8509	82.1429	6900	3.8137	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0009	0.0045	0.0045	-1.0	-1.0	0.0	0.0088	0.0001	0.007	0.0	0.0	0.0	0.0024
3.4915	82.7381	6950	3.8163	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0008	0.0035	0.0035	-1.0	-1.0	0.0	0.006	0.0001	0.0037	0.0	0.0	0.0	0.0041
3.1978	83.3333	7000	3.8011	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0008	0.0022	0.0022	-1.0	-1.0	0.0	0.0028	0.0001	0.0033	0.0	0.0	0.0	0.0029
3.2499	83.9286	7050	3.7287	0.0001	0.0001	0.0	0.0001	-1.0	-1.0	0.0	0.002	0.0058	0.0058	-1.0	-1.0	0.0	0.0069	0.0002	0.0079	0.0	0.0	0.0	0.0082
4.2883	84.5238	7100	3.7991	0.0001	0.0001	0.0	0.0001	-1.0	-1.0	0.0	0.0019	0.0037	0.0037	-1.0	-1.0	0.0	0.0051	0.0002	0.0074	0.0	0.0	0.0	0.0024
3.6939	85.1190	7150	3.7686	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0016	0.0055	0.0055	-1.0	-1.0	0.0	0.0079	0.0001	0.0065	0.0	0.0	0.0	0.0076
3.9535	85.7143	7200	3.6905	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0014	0.0048	0.0048	-1.0	-1.0	0.0	0.0065	0.0001	0.0056	0.0	0.0	0.0	0.0071
3.6218	86.3095	7250	3.7205	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0012	0.0045	0.0045	-1.0	-1.0	0.0	0.0051	0.0001	0.0047	0.0	0.0	0.0	0.0082
3.5398	86.9048	7300	3.7463	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.001	0.0037	0.0037	-1.0	-1.0	0.0	0.0046	0.0001	0.0042	0.0	0.0	0.0	0.0059
3.1931	87.5	7350	3.7300	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.001	0.0026	0.0026	-1.0	-1.0	0.0	0.0023	0.0001	0.0047	0.0	0.0	0.0	0.0035
3.5578	88.0952	7400	3.7558	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0016	0.0042	0.0042	-1.0	-1.0	0.0	0.0028	0.0002	0.007	0.0	0.0	0.0	0.0071
3.8336	88.6905	7450	3.7182	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0015	0.0045	0.0045	-1.0	-1.0	0.0	0.0032	0.0001	0.006	0.0	0.0	0.0	0.0088
3.8849	89.2857	7500	3.7476	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0008	0.0031	0.0031	-1.0	-1.0	0.0	0.0009	0.0002	0.006	0.0	0.0	0.0	0.0053
3.4902	89.8810	7550	3.7985	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0008	0.0026	0.0026	-1.0	-1.0	0.0	0.0019	0.0001	0.0037	0.0	0.0	0.0	0.0047
3.9584	90.4762	7600	3.7602	0.0001	0.0002	0.0	0.0001	-1.0	-1.0	0.0	0.001	0.003	0.003	-1.0	-1.0	0.0	0.0014	0.0003	0.0047	0.0	0.0	0.0	0.0059
4.6706	91.0714	7650	3.7235	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0019	0.0046	0.0046	-1.0	-1.0	0.0	0.0042	0.0004	0.0084	0.0	0.0	0.0	0.0059
2.8092	91.6667	7700	3.7510	0.0001	0.0002	0.0002	0.0001	-1.0	-1.0	0.0	0.0017	0.0032	0.0032	-1.0	-1.0	0.0	0.0019	0.0005	0.007	0.0	0.0	0.0	0.0041
4.5045	92.2619	7750	3.7197	0.0001	0.0001	0.0001	0.0001	-1.0	-1.0	0.0	0.0012	0.0042	0.0042	-1.0	-1.0	0.0	0.0028	0.0002	0.0051	0.0	0.0	0.0	0.0088
3.7061	92.8571	7800	3.7624	0.0001	0.0002	0.0	0.0001	-1.0	-1.0	0.0	0.001	0.0038	0.0038	-1.0	-1.0	0.0	0.0023	0.0003	0.0074	0.0	0.0	0.0	0.0053
2.7675	93.4524	7850	3.7657	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0013	0.003	0.003	-1.0	-1.0	0.0	0.0037	0.0004	0.0065	0.0	0.0	0.0	0.0018
3.7357	94.0476	7900	3.7447	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0014	0.004	0.004	-1.0	-1.0	0.0	0.0032	0.0003	0.0079	0.0	0.0	0.0	0.0047
3.7985	94.6429	7950	3.7296	0.0001	0.0001	0.0001	0.0001	-1.0	-1.0	0.0	0.0013	0.0033	0.0033	-1.0	-1.0	0.0	0.0056	0.0003	0.006	0.0	0.0	0.0	0.0018
4.289	95.2381	8000	3.7628	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0015	0.0045	0.0045	-1.0	-1.0	0.0	0.0065	0.0003	0.007	0.0	0.0	0.0	0.0047
3.3646	95.8333	8050	3.7704	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0012	0.0041	0.0041	-1.0	-1.0	0.0	0.006	0.0003	0.007	0.0	0.0	0.0	0.0035
3.6207	96.4286	8100	3.7398	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0014	0.0042	0.0042	-1.0	-1.0	0.0	0.0056	0.0003	0.0065	0.0	0.0	0.0	0.0047
4.2325	97.0238	8150	3.7298	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0016	0.0048	0.0048	-1.0	-1.0	0.0	0.0037	0.0001	0.0074	0.0	0.0	0.0	0.0082
3.0169	97.6190	8200	3.7921	0.0001	0.0001	0.0001	0.0001	-1.0	-1.0	0.0	0.0017	0.0055	0.0055	-1.0	-1.0	0.0	0.0051	0.0003	0.0079	0.0	0.0	0.0	0.0088
3.5777	98.2143	8250	3.8096	0.0001	0.0002	0.0	0.0001	-1.0	-1.0	0.0	0.0009	0.0036	0.0036	-1.0	-1.0	0.0	0.0037	0.0002	0.0065	0.0	0.0	0.0	0.0041
3.611	98.8095	8300	3.7768	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0017	0.0036	0.0036	-1.0	-1.0	0.0	0.0032	0.0004	0.007	0.0	0.0	0.0	0.0041
3.0438	99.4048	8350	3.7838	0.0001	0.0001	0.0	0.0001	-1.0	-1.0	0.0	0.001	0.0038	0.0038	-1.0	-1.0	0.0	0.0028	0.0003	0.0079	0.0	0.0	0.0	0.0047
3.4507	100.0	8400	3.7966	0.0001	0.0001	0.0001	0.0001	-1.0	-1.0	0.0	0.0012	0.0029	0.0029	-1.0	-1.0	0.0	0.0019	0.0002	0.0047	0.0	0.0	0.0	0.0053
3.7107	100.5952	8450	3.7070	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0017	0.0043	0.0043	-1.0	-1.0	0.0	0.0032	0.0002	0.007	0.0	0.0	0.0	0.0071
3.3861	101.1905	8500	3.7708	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0013	0.0045	0.0045	-1.0	-1.0	0.0	0.0028	0.0003	0.0093	0.0	0.0	0.0	0.0059
3.4074	101.7857	8550	3.7599	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0019	0.0048	0.0048	-1.0	-1.0	0.0	0.0046	0.0003	0.0074	0.0	0.0	0.0	0.0071
3.8869	102.3810	8600	3.7371	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0017	0.0047	0.0047	-1.0	-1.0	0.0	0.0042	0.0003	0.007	0.0	0.0	0.0	0.0076
2.9239	102.9762	8650	3.7551	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0016	0.0039	0.0039	-1.0	-1.0	0.0	0.0032	0.0001	0.0065	0.0	0.0	0.0	0.0059
3.5625	103.5714	8700	3.7443	0.0	0.0001	0.0	0.0	-1.0	-1.0	0.0	0.0014	0.0045	0.0045	-1.0	-1.0	0.0	0.0042	0.0002	0.0056	0.0	0.0	0.0	0.0082
4.6142	104.1667	8750	3.7256	0.0001	0.0002	0.0	0.0001	-1.0	-1.0	0.0	0.0019	0.005	0.005	-1.0	-1.0	0.0	0.0023	0.0002	0.0084	0.0	0.0	0.0	0.0094
4.0728	104.7619	8800	3.7221	0.0001	0.0002	0.0	0.0001	-1.0	-1.0	0.0	0.0015	0.0056	0.0056	-1.0	-1.0	0.0	0.0028	0.0002	0.0088	0.0	0.0	0.0	0.0106
3.8747	105.3571	8850	3.7195	0.0001	0.0001	0.0001	0.0001	-1.0	-1.0	0.0	0.0016	0.0045	0.0045	-1.0	-1.0	0.0	0.0023	0.0002	0.0079	0.0	0.0	0.0	0.0076
3.9537	105.9524	8900	3.7267	0.0001	0.0001	0.0001	0.0001	-1.0	-1.0	0.0	0.0015	0.0049	0.0049	-1.0	-1.0	0.0	0.0056	0.0003	0.0074	0.0	0.0	0.0	0.0065
3.8057	106.5476	8950	3.7282	0.0001	0.0001	0.0001	0.0001	-1.0	-1.0	0.0	0.0016	0.0046	0.0046	-1.0	-1.0	0.0	0.0028	0.0002	0.007	0.0	0.0	0.0	0.0088
3.3724	107.1429	9000	3.7304	0.0001	0.0001	0.0001	0.0001	-1.0	-1.0	0.0	0.002	0.0047	0.0047	-1.0	-1.0	0.0	0.0056	0.0003	0.0079	0.0	0.0	0.0	0.0053
3.7657	107.7381	9050	3.7322	0.0001	0.0001	0.0001	0.0001	-1.0	-1.0	0.0	0.0017	0.0037	0.0037	-1.0	-1.0	0.0	0.006	0.0003	0.0074	0.0	0.0	0.0	0.0012
2.2652	108.3333	9100	3.7145	0.0001	0.0001	0.0001	0.0001	-1.0	-1.0	0.0	0.0016	0.004	0.004	-1.0	-1.0	0.0	0.0019	0.0002	0.007	0.0	0.0	0.0	0.0071
4.1087	108.9286	9150	3.7280	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0012	0.0039	0.0039	-1.0	-1.0	0.0	0.0056	0.0003	0.0088	0.0	0.0	0.0	0.0012
3.0613	109.5238	9200	3.7164	0.0001	0.0001	0.0001	0.0001	-1.0	-1.0	0.0	0.0017	0.0038	0.0038	-1.0	-1.0	0.0	0.0019	0.0003	0.007	0.0	0.0	0.0	0.0065
3.5957	110.1190	9250	3.7170	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0017	0.0041	0.0041	-1.0	-1.0	0.0	0.0023	0.0003	0.007	0.0	0.0	0.0	0.0071
3.4566	110.7143	9300	3.7069	0.0001	0.0001	0.0001	0.0001	-1.0	-1.0	0.0	0.0019	0.0043	0.0043	-1.0	-1.0	0.0	0.0014	0.0003	0.0074	0.0	0.0	0.0	0.0082
3.5257	111.3095	9350	3.7247	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0019	0.0038	0.0038	-1.0	-1.0	0.0	0.0056	0.0003	0.0074	0.0	0.0	0.0	0.0024
4.7539	111.9048	9400	3.7316	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0013	0.004	0.004	-1.0	-1.0	0.0	0.0056	0.0003	0.007	0.0	0.0	0.0	0.0035
3.5568	112.5	9450	3.7488	0.0001	0.0002	0.0	0.0001	-1.0	-1.0	0.0	0.001	0.0039	0.0039	-1.0	-1.0	0.0	0.0051	0.0003	0.007	0.0	0.0	0.0	0.0035
3.5134	113.0952	9500	3.7609	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0012	0.0043	0.0043	-1.0	-1.0	0.0	0.0051	0.0003	0.0074	0.0	0.0	0.0	0.0047
3.714	113.6905	9550	3.7513	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0017	0.0053	0.0053	-1.0	-1.0	0.0	0.0051	0.0003	0.0074	0.0	0.0	0.0	0.0088
3.4494	114.2857	9600	3.7369	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0017	0.0054	0.0054	-1.0	-1.0	0.0	0.0042	0.0003	0.0074	0.0	0.0	0.0	0.01
2.9166	114.8810	9650	3.7420	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0017	0.0051	0.0051	-1.0	-1.0	0.0	0.0046	0.0003	0.0074	0.0	0.0	0.0	0.0082
2.8269	115.4762	9700	3.7485	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0017	0.005	0.005	-1.0	-1.0	0.0	0.0042	0.0004	0.0074	0.0	0.0	0.0	0.0082
2.9184	116.0714	9750	3.7430	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0019	0.0047	0.0047	-1.0	-1.0	0.0	0.0037	0.0003	0.0074	0.0	0.0	0.0	0.0076
3.6305	116.6667	9800	3.7569	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0019	0.0046	0.0046	-1.0	-1.0	0.0	0.0037	0.0003	0.0074	0.0	0.0	0.0	0.0071
3.5946	117.2619	9850	3.7549	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0019	0.0048	0.0048	-1.0	-1.0	0.0	0.0042	0.0003	0.0074	0.0	0.0	0.0	0.0076
2.3713	117.8571	9900	3.7542	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0019	0.0044	0.0044	-1.0	-1.0	0.0	0.0037	0.0003	0.0074	0.0	0.0	0.0	0.0065
3.7416	118.4524	9950	3.7532	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0017	0.0046	0.0046	-1.0	-1.0	0.0	0.0042	0.0003	0.007	0.0	0.0	0.0	0.0071
3.8033	119.0476	10000	3.7495	0.0001	0.0002	0.0001	0.0001	-1.0	-1.0	0.0	0.0019	0.0047	0.0047	-1.0	-1.0	0.0	0.0042	0.0003	0.0074	0.0	0.0	0.0	0.0071

Framework versions

• Transformers 4.48.0
• Pytorch 2.5.1+cu124
• Datasets 3.2.0
• Tokenizers 0.21.0