detr-v9

distill-io/detr-v9

detr-v9 is a object detection model from distill-io. Use it when you need objects located in an image. It is set up for transformers. 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

Task: Object Detection
Library: transformers
License: apache-2.0
Model type: detr
Access: Public
Created: Oct 9, 2023
Updated: Oct 9, 2023
SHA: 5753678a

Base models

facebook/detr-resnet-50

Model card

From the Hugging Face model README

detr-9

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

Loss: 0.9548

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 2e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1000

Training results

Training Loss	Epoch	Step	Validation Loss
No log	0.68	100	3.2412
3.9658	1.36	200	3.0423
3.063	2.04	300	2.8348
3.063	2.72	400	2.8693
2.8954	3.4	500	2.6293
2.7743	4.08	600	2.6178
2.7743	4.76	700	2.5513
2.6323	5.44	800	2.5795
2.6396	6.12	900	2.3751
2.6396	6.8	1000	2.3357
2.4932	7.48	1100	2.3184
2.4299	8.16	1200	2.2754
2.4299	8.84	1300	2.2419
2.3508	9.52	1400	2.1568
2.2593	10.2	1500	2.1253
2.2593	10.88	1600	2.1364
2.2376	11.56	1700	2.1320
2.1749	12.24	1800	2.0464
2.1749	12.93	1900	2.0201
2.0878	13.61	2000	2.1603
2.0701	14.29	2100	1.9910
2.0701	14.97	2200	1.9665
2.007	15.65	2300	1.8944
1.9432	16.33	2400	1.8717
1.9552	17.01	2500	1.9168
1.9552	17.69	2600	1.8580
1.905	18.37	2700	1.8306
1.8821	19.05	2800	1.8386
1.8821	19.73	2900	1.8215
1.8569	20.41	3000	1.7825
1.8083	21.09	3100	1.7335
1.8083	21.77	3200	1.7117
1.7617	22.45	3300	1.7170
1.7304	23.13	3400	1.7235
1.7304	23.81	3500	1.6907
1.7165	24.49	3600	1.6281
1.6793	25.17	3700	1.5950
1.6793	25.85	3800	1.5856
1.656	26.53	3900	1.6097
1.6229	27.21	4000	1.5895
1.6229	27.89	4100	1.6217
1.6292	28.57	4200	1.5542
1.5697	29.25	4300	1.6426
1.5697	29.93	4400	1.6292
1.6189	30.61	4500	1.5757
1.573	31.29	4600	1.5476
1.573	31.97	4700	1.5437
1.5273	32.65	4800	1.5518
1.5054	33.33	4900	1.4695
1.4757	34.01	5000	1.5011
1.4757	34.69	5100	1.4744
1.4538	35.37	5200	1.4481
1.4319	36.05	5300	1.4195
1.4319	36.73	5400	1.5335
1.3979	37.41	5500	1.3619
1.3775	38.1	5600	1.4305
1.3775	38.78	5700	1.3961
1.3914	39.46	5800	1.3965
1.3373	40.14	5900	1.3740
1.3373	40.82	6000	1.4195
1.3315	41.5	6100	1.4008
1.3288	42.18	6200	1.3568
1.3288	42.86	6300	1.3631
1.2927	43.54	6400	1.3045
1.2694	44.22	6500	1.3606
1.2694	44.9	6600	1.3045
1.2487	45.58	6700	1.3688
1.2544	46.26	6800	1.2831
1.2544	46.94	6900	1.2673
1.2359	47.62	7000	1.2622
1.2207	48.3	7100	1.2208
1.2207	48.98	7200	1.2399
1.2011	49.66	7300	1.2899
1.1915	50.34	7400	1.2599
1.1742	51.02	7500	1.1938
1.1742	51.7	7600	1.2566
1.1587	52.38	7700	1.1858
1.1431	53.06	7800	1.2510
1.1431	53.74	7900	1.1766
1.1473	54.42	8000	1.1920
1.1406	55.1	8100	1.3181
1.1406	55.78	8200	1.2287
1.1288	56.46	8300	1.1828
1.1058	57.14	8400	1.3380
1.1058	57.82	8500	1.3039
1.1011	58.5	8600	1.1949
1.0685	59.18	8700	1.1771
1.0685	59.86	8800	1.1391
1.077	60.54	8900	1.1271
1.0787	61.22	9000	1.1005
1.0787	61.9	9100	1.1096
1.0493	62.59	9200	1.1689
1.0428	63.27	9300	1.1353
1.0428	63.95	9400	1.1348
1.1068	64.63	9500	1.1882
1.0131	65.31	9600	1.2055
1.0131	65.99	9700	1.0887
1.0127	66.67	9800	1.1398
1.0163	67.35	9900	1.0899
1.0039	68.03	10000	1.0990
1.0039	68.71	10100	1.1135
1.0104	69.39	10200	1.1319
1.0014	70.07	10300	1.1386
1.0014	70.75	10400	1.1442
0.9976	71.43	10500	1.2050
0.9616	72.11	10600	1.0659
0.9616	72.79	10700	1.1428
0.9801	73.47	10800	1.1244
0.9548	74.15	10900	1.1127
0.9548	74.83	11000	1.1491
0.9669	75.51	11100	1.0919
0.9556	76.19	11200	1.1382
0.9556	76.87	11300	1.1156
0.919	77.55	11400	1.0326
0.9121	78.23	11500	1.1168
0.9121	78.91	11600	1.1301
0.9038	79.59	11700	1.1149
0.8933	80.27	11800	1.0959
0.8933	80.95	11900	1.1232
0.8999	81.63	12000	1.0805
0.8931	82.31	12100	1.1335
0.8931	82.99	12200	1.1315
0.8815	83.67	12300	1.0665
0.8694	84.35	12400	1.0750
0.8793	85.03	12500	1.0751
0.8793	85.71	12600	1.0839
0.9073	86.39	12700	1.1007
0.8811	87.07	12800	1.0817
0.8811	87.76	12900	1.0797
0.8407	88.44	13000	1.1029
0.8772	89.12	13100	1.0542
0.8772	89.8	13200	1.0271
0.8447	90.48	13300	1.0275
0.8392	91.16	13400	0.9989
0.8392	91.84	13500	1.0119
0.8329	92.52	13600	1.0015
0.8392	93.2	13700	1.0249
0.8392	93.88	13800	1.0294
0.8175	94.56	13900	1.0980
0.8401	95.24	14000	1.0724
0.8401	95.92	14100	1.0085
0.8262	96.6	14200	1.0564
0.8007	97.28	14300	1.0666
0.8007	97.96	14400	1.0119
0.8013	98.64	14500	1.1449
0.7966	99.32	14600	1.0698
0.7966	100.0	14700	1.0514
0.7963	100.68	14800	0.9480
0.7939	101.36	14900	0.9131
0.7782	102.04	15000	0.9641
0.7782	102.72	15100	0.9714
0.7767	103.4	15200	1.0656
0.7762	104.08	15300	1.0194
0.7762	104.76	15400	1.0062
0.7929	105.44	15500	1.0862
0.7757	106.12	15600	1.0567
0.7757	106.8	15700	0.9659
0.7799	107.48	15800	0.9637
0.7736	108.16	15900	0.9711
0.7736	108.84	16000	1.0166
0.7483	109.52	16100	1.0213
0.7381	110.2	16200	0.9550
0.7381	110.88	16300	0.9763
0.7287	111.56	16400	0.9390
0.7327	112.24	16500	1.0193
0.7327	112.93	16600	0.9088
0.7377	113.61	16700	0.9728
0.7109	114.29	16800	1.0400
0.7109	114.97	16900	1.0058
0.717	115.65	17000	0.9745
0.7187	116.33	17100	1.0387
0.7097	117.01	17200	0.9599
0.7097	117.69	17300	1.0639
0.7072	118.37	17400	1.0272
0.7124	119.05	17500	0.9891
0.7124	119.73	17600	0.9851
0.6856	120.41	17700	0.9980
0.6781	121.09	17800	1.0234
0.6781	121.77	17900	1.0307
0.6827	122.45	18000	0.9978
0.6793	123.13	18100	0.9692
0.6793	123.81	18200	0.9417
0.6867	124.49	18300	0.9869
0.6744	125.17	18400	0.9923
0.6744	125.85	18500	0.9756
0.6593	126.53	18600	0.9938
0.6488	127.21	18700	0.9382
0.6488	127.89	18800	0.9534
0.644	128.57	18900	0.9072
0.6725	129.25	19000	1.0747
0.6725	129.93	19100	0.9569
0.656	130.61	19200	0.9673
0.6653	131.29	19300	0.9582
0.6653	131.97	19400	0.9470
0.6719	132.65	19500	0.9331
0.6665	133.33	19600	0.9860
0.6533	134.01	19700	1.0467
0.6533	134.69	19800	1.0140
0.6489	135.37	19900	0.9366
0.6546	136.05	20000	0.9923
0.6546	136.73	20100	1.1226
0.6501	137.41	20200	0.9184
0.6487	138.1	20300	1.0354
0.6487	138.78	20400	1.0149
0.6462	139.46	20500	0.9540
0.6413	140.14	20600	1.0019
0.6413	140.82	20700	0.9481
0.6563	141.5	20800	0.9663
0.6485	142.18	20900	0.9496
0.6485	142.86	21000	0.9743
0.6489	143.54	21100	1.0144
0.6493	144.22	21200	0.9667
0.6493	144.9	21300	0.9665
0.6385	145.58	21400	1.0027
0.6337	146.26	21500	0.9546
0.6337	146.94	21600	1.0924
0.6199	147.62	21700	0.9781
0.6389	148.3	21800	1.0117
0.6389	148.98	21900	0.9892
0.638	149.66	22000	0.9263
0.615	150.34	22100	0.9498
0.6052	151.02	22200	0.9727
0.6052	151.7	22300	0.9810
0.6144	152.38	22400	0.9167
0.6024	153.06	22500	0.9862
0.6024	153.74	22600	1.0106
0.6015	154.42	22700	1.0130
0.5847	155.1	22800	1.0303
0.5847	155.78	22900	0.9814
0.6149	156.46	23000	0.8867
0.5985	157.14	23100	0.9578
0.5985	157.82	23200	1.0177
0.6023	158.5	23300	0.9790
0.5924	159.18	23400	0.9915
0.5924	159.86	23500	0.9732
0.5974	160.54	23600	0.9765
0.6002	161.22	23700	0.9913
0.6002	161.9	23800	1.0328
0.5858	162.59	23900	0.9185
0.5894	163.27	24000	0.9617
0.5894	163.95	24100	0.9610
0.5677	164.63	24200	0.9228
0.5782	165.31	24300	0.9632
0.5782	165.99	24400	0.9346
0.5772	166.67	24500	1.0165
0.5823	167.35	24600	1.0094
0.5719	168.03	24700	0.9632
0.5719	168.71	24800	0.9426
0.5629	169.39	24900	0.9430
0.5665	170.07	25000	0.9907
0.5665	170.75	25100	0.9612
0.5634	171.43	25200	1.0117
0.5662	172.11	25300	1.0252
0.5662	172.79	25400	0.9665
0.5645	173.47	25500	0.9646
0.5567	174.15	25600	0.9745
0.5567	174.83	25700	0.9662
0.5676	175.51	25800	0.9624
0.5614	176.19	25900	0.9740
0.5614	176.87	26000	0.9564
0.5498	177.55	26100	0.9050
0.5664	178.23	26200	0.9700
0.5664	178.91	26300	1.0037
0.5471	179.59	26400	0.9914
0.5366	180.27	26500	1.0204
0.5366	180.95	26600	0.9942
0.5436	181.63	26700	0.9809
0.5703	182.31	26800	1.0165
0.5703	182.99	26900	0.9786
0.549	183.67	27000	1.0115
0.5397	184.35	27100	1.0087
0.5344	185.03	27200	0.9985
0.5344	185.71	27300	0.9601
0.5346	186.39	27400	0.9388
0.5548	187.07	27500	0.9791
0.5548	187.76	27600	0.9298
0.5437	188.44	27700	1.0127
0.5551	189.12	27800	0.9693
0.5551	189.8	27900	0.9636
0.5438	190.48	28000	0.9502
0.5263	191.16	28100	0.9204
0.5263	191.84	28200	0.9547
0.5232	192.52	28300	0.9199
0.525	193.2	28400	1.0316
0.525	193.88	28500	0.9328
0.5372	194.56	28600	0.9614
0.5478	195.24	28700	0.9657
0.5478	195.92	28800	0.9648
0.5401	196.6	28900	0.9427
0.5338	197.28	29000	0.9627
0.5338	197.96	29100	0.9876
0.5131	198.64	29200	0.9777
0.522	199.32	29300	1.0747
0.522	200.0	29400	1.0181
0.5275	200.68	29500	0.9527
0.5342	201.36	29600	1.0019
0.5297	202.04	29700	0.9576
0.5297	202.72	29800	0.9968
0.5367	203.4	29900	0.9542
0.5148	204.08	30000	0.9250
0.5148	204.76	30100	1.0072
0.5176	205.44	30200	0.9485
0.5125	206.12	30300	0.9220
0.5125	206.8	30400	0.9326
0.5075	207.48	30500	0.9153
0.5084	208.16	30600	0.9837
0.5084	208.84	30700	0.9482
0.503	209.52	30800	0.9677
0.5001	210.2	30900	0.9626
0.5001	210.88	31000	0.9106
0.5115	211.56	31100	1.0392
0.5012	212.24	31200	0.9873
0.5012	212.93	31300	0.9727
0.5122	213.61	31400	1.0177
0.4997	214.29	31500	0.9833
0.4997	214.97	31600	0.9190
0.5147	215.65	31700	0.9619
0.5122	216.33	31800	0.8989
0.4964	217.01	31900	0.8954
0.4964	217.69	32000	0.9823
0.4953	218.37	32100	1.0035
0.4951	219.05	32200	0.9277
0.4951	219.73	32300	0.9064
0.5088	220.41	32400	0.9687
0.5003	221.09	32500	1.0024
0.5003	221.77	32600	0.9359
0.5013	222.45	32700	0.8833
0.5002	223.13	32800	0.8583
0.5002	223.81	32900	0.8660
0.4936	224.49	33000	0.8381
0.4919	225.17	33100	0.8624
0.4919	225.85	33200	0.8423
0.5002	226.53	33300	0.8991
0.4781	227.21	33400	0.9186
0.4781	227.89	33500	0.8910
0.4823	228.57	33600	0.9290
0.4899	229.25	33700	0.9599
0.4899	229.93	33800	0.8219
0.4986	230.61	33900	0.8769
0.4837	231.29	34000	0.9619
0.4837	231.97	34100	0.9140
0.4838	232.65	34200	0.9978
0.491	233.33	34300	0.9176
0.4786	234.01	34400	0.9227
0.4786	234.69	34500	0.9498
0.4754	235.37	34600	0.9387
0.476	236.05	34700	0.9002
0.476	236.73	34800	0.9502
0.4869	237.41	34900	0.9350
0.4638	238.1	35000	0.9066
0.4638	238.78	35100	0.8994
0.4748	239.46	35200	0.9009
0.4617	240.14	35300	0.9449
0.4617	240.82	35400	0.9188
0.47	241.5	35500	0.9288
0.4572	242.18	35600	0.9002
0.4572	242.86	35700	0.9040
0.4687	243.54	35800	0.9652
0.4808	244.22	35900	0.9639
0.4808	244.9	36000	0.8987
0.4647	245.58	36100	0.8977
0.4728	246.26	36200	0.9150
0.4728	246.94	36300	0.8753
0.464	247.62	36400	0.9486
0.4628	248.3	36500	0.8833
0.4628	248.98	36600	0.9540
0.4692	249.66	36700	0.8930
0.4732	250.34	36800	0.9098
0.4552	251.02	36900	0.9363
0.4552	251.7	37000	0.9720
0.458	252.38	37100	0.8646
0.4576	253.06	37200	0.9070
0.4576	253.74	37300	0.9384
0.4575	254.42	37400	0.8082
0.4673	255.1	37500	0.9216
0.4673	255.78	37600	0.8547
0.4685	256.46	37700	0.9245
0.4593	257.14	37800	0.9047
0.4593	257.82	37900	0.8846
0.4549	258.5	38000	0.9293
0.4573	259.18	38100	0.8907
0.4573	259.86	38200	0.9024
0.463	260.54	38300	0.9144
0.4549	261.22	38400	0.9190
0.4549	261.9	38500	0.8713
0.4459	262.59	38600	0.8938
0.4625	263.27	38700	0.8699
0.4625	263.95	38800	0.8854
0.4379	264.63	38900	0.8578
0.4458	265.31	39000	0.9256
0.4458	265.99	39100	0.9711
0.4438	266.67	39200	0.9254
0.4515	267.35	39300	0.9599
0.4565	268.03	39400	0.9208
0.4565	268.71	39500	0.9153
0.4586	269.39	39600	0.8639
0.4368	270.07	39700	0.8932
0.4368	270.75	39800	0.9732
0.4458	271.43	39900	1.0161
0.4452	272.11	40000	0.9847
0.4452	272.79	40100	0.9129
0.4499	273.47	40200	0.9575
0.4308	274.15	40300	0.9167
0.4308	274.83	40400	0.9678
0.4399	275.51	40500	0.9841
0.4355	276.19	40600	0.9262
0.4355	276.87	40700	0.9440
0.4312	277.55	40800	0.9780
0.4259	278.23	40900	0.9153
0.4259	278.91	41000	0.9735
0.4354	279.59	41100	0.9483
0.4318	280.27	41200	0.9608
0.4318	280.95	41300	0.9413
0.438	281.63	41400	0.9569
0.4388	282.31	41500	0.9049
0.4388	282.99	41600	0.8986
0.4438	283.67	41700	0.9700
0.4368	284.35	41800	0.9049
0.4371	285.03	41900	0.8275
0.4371	285.71	42000	1.0013
0.4497	286.39	42100	0.9242
0.4601	287.07	42200	0.9197
0.4601	287.76	42300	0.8905
0.4428	288.44	42400	0.8584
0.4369	289.12	42500	0.8881
0.4369	289.8	42600	0.9121
0.4325	290.48	42700	0.8598
0.4266	291.16	42800	0.9031
0.4266	291.84	42900	0.8444
0.4218	292.52	43000	0.8966
0.4252	293.2	43100	0.9224
0.4252	293.88	43200	1.0000
0.4231	294.56	43300	0.9438
0.4204	295.24	43400	0.8706
0.4204	295.92	43500	0.8563
0.4207	296.6	43600	0.9680
0.4247	297.28	43700	0.8682
0.4247	297.96	43800	0.9071
0.4247	298.64	43900	0.8642
0.4183	299.32	44000	0.8874
0.4183	300.0	44100	0.9027
0.4352	300.68	44200	0.8447
0.4241	301.36	44300	0.9028
0.4266	302.04	44400	0.9055
0.4266	302.72	44500	0.9251
0.4183	303.4	44600	0.9440
0.4148	304.08	44700	0.9566
0.4148	304.76	44800	0.8994
0.4217	305.44	44900	1.0046
0.4165	306.12	45000	0.8346
0.4165	306.8	45100	0.8727
0.4129	307.48	45200	0.9284
0.408	308.16	45300	0.9695
0.408	308.84	45400	0.9798
0.3986	309.52	45500	0.9456
0.4219	310.2	45600	0.9017
0.4219	310.88	45700	0.9370
0.422	311.56	45800	0.8430
0.415	312.24	45900	0.9242
0.415	312.93	46000	0.9381
0.4173	313.61	46100	0.8775
0.4204	314.29	46200	0.9259
0.4204	314.97	46300	0.9272
0.4073	315.65	46400	0.8997
0.4137	316.33	46500	0.9177
0.4043	317.01	46600	0.9592
0.4043	317.69	46700	0.9665
0.4224	318.37	46800	0.8610
0.415	319.05	46900	0.8602
0.415	319.73	47000	0.9231
0.4103	320.41	47100	0.9351
0.4162	321.09	47200	0.9975
0.4162	321.77	47300	0.9037
0.4083	322.45	47400	0.8951
0.4173	323.13	47500	0.9530
0.4173	323.81	47600	0.8620
0.4124	324.49	47700	0.9234
0.413	325.17	47800	0.9347
0.413	325.85	47900	0.9841
0.4117	326.53	48000	0.9996
0.4127	327.21	48100	0.9128
0.4127	327.89	48200	0.8949
0.3967	328.57	48300	0.9390
0.4068	329.25	48400	0.9034
0.4068	329.93	48500	0.9314
0.4086	330.61	48600	0.9609
0.4143	331.29	48700	0.9333
0.4143	331.97	48800	0.9294
0.4144	332.65	48900	0.8984
0.4077	333.33	49000	1.0073
0.3953	334.01	49100	0.9610
0.3953	334.69	49200	0.9907
0.3961	335.37	49300	0.9689
0.4122	336.05	49400	0.9386
0.4122	336.73	49500	0.9186
0.3946	337.41	49600	0.9927
0.4021	338.1	49700	1.0131
0.4021	338.78	49800	1.0783
0.4039	339.46	49900	0.9340
0.3989	340.14	50000	0.9544
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0.4054	341.5	50200	0.9842
0.4059	342.18	50300	0.9947
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0.403	343.54	50500	0.9740
0.3969	344.22	50600	0.9313
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0.4034	345.58	50800	0.9666
0.4101	346.26	50900	0.8962
0.4101	346.94	51000	0.9590
0.4141	347.62	51100	0.9583
0.4029	348.3	51200	0.9203
0.4029	348.98	51300	0.9875
0.4141	349.66	51400	0.9645
0.3974	350.34	51500	0.9310
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0.3881	351.7	51700	0.9420
0.384	352.38	51800	0.9549
0.3902	353.06	51900	0.9647
0.3902	353.74	52000	0.9604
0.3846	354.42	52100	0.9756
0.3906	355.1	52200	0.9419
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0.3712	356.46	52400	0.9420
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0.3769	357.82	52600	0.9119
0.3896	358.5	52700	0.9798
0.3787	359.18	52800	0.9941
0.3787	359.86	52900	0.9364
0.3903	360.54	53000	0.9152
0.3823	361.22	53100	0.9817
0.3823	361.9	53200	0.9087
0.378	362.59	53300	0.9299
0.3882	363.27	53400	0.9989
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0.3787	364.63	53600	0.9464
0.3835	365.31	53700	0.9010
0.3835	365.99	53800	0.8880
0.3751	366.67	53900	0.9004
0.3745	367.35	54000	0.9491
0.3776	368.03	54100	1.0176
0.3776	368.71	54200	0.9734
0.3744	369.39	54300	0.9464
0.3659	370.07	54400	0.9967
0.3659	370.75	54500	0.9905
0.3671	371.43	54600	0.9456
0.3747	372.11	54700	0.9371
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0.3728	373.47	54900	0.8826
0.3776	374.15	55000	0.9630
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0.3694	375.51	55200	0.9479
0.3768	376.19	55300	0.9303
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0.3737	378.23	55600	0.9170
0.3737	378.91	55700	0.8026
0.3757	379.59	55800	0.8989
0.3678	380.27	55900	0.9248
0.3678	380.95	56000	0.8190
0.3738	381.63	56100	0.9005
0.376	382.31	56200	0.8561
0.376	382.99	56300	0.9408
0.3714	383.67	56400	0.9226
0.364	384.35	56500	0.9577
0.3465	385.03	56600	0.9440
0.3465	385.71	56700	0.9178
0.374	386.39	56800	0.9044
0.3727	387.07	56900	0.8633
0.3727	387.76	57000	0.9078
0.3735	388.44	57100	0.9021
0.3655	389.12	57200	0.9499
0.3655	389.8	57300	0.9290
0.3615	390.48	57400	0.8906
0.3588	391.16	57500	0.8692
0.3588	391.84	57600	0.8857
0.3639	392.52	57700	0.9569
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0.3532	394.56	58000	0.8703
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0.3566	396.6	58300	0.9611
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0.3642	397.96	58500	0.8587
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0.3629	399.32	58700	0.9093
0.3629	400.0	58800	0.8858
0.354	400.68	58900	0.8902
0.3487	401.36	59000	0.8693
0.3467	402.04	59100	1.0825
0.3467	402.72	59200	0.9697
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0.3696	404.76	59500	0.9033
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0.3559	406.8	59800	0.8730
0.3603	407.48	59900	0.8732
0.3676	408.16	60000	0.8897
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0.3584	409.52	60200	0.8494
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0.3513	411.56	60500	0.8673
0.3497	412.24	60600	0.9071
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0.3499	417.01	61300	0.9790
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0.3441	421.09	61900	0.8792
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0.3523	426.53	62700	0.9026
0.3467	427.21	62800	0.9087
0.3467	427.89	62900	1.0169
0.3521	428.57	63000	0.9314
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0.3369	432.65	63600	0.8987
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0.3271	443.54	65200	0.8563
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0.3329	450.34	66200	0.9833
0.3348	451.02	66300	0.9344
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0.321	452.38	66500	0.9275
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0.339	457.82	67300	0.9289
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0.3207	459.86	67600	0.8996
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0.3198	461.22	67800	0.9627
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0.3208	462.59	68000	0.9561
0.3147	463.27	68100	0.8795
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0.3222	464.63	68300	0.9007
0.3241	465.31	68400	0.9475
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0.3312	466.67	68600	0.9368
0.3302	467.35	68700	0.8937
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0.3201	468.71	68900	0.9094
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0.3193	470.07	69100	0.8895
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0.3352	471.43	69300	0.9320
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0.3249	472.79	69500	0.9452
0.3097	473.47	69600	0.9311
0.327	474.15	69700	0.9392
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0.3271	475.51	69900	0.9064
0.3165	476.19	70000	0.9455
0.3165	476.87	70100	0.9435
0.3103	477.55	70200	0.8891
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0.3189	478.91	70400	0.9362
0.3264	479.59	70500	0.9289
0.313	480.27	70600	0.9246
0.313	480.95	70700	0.9549
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0.3189	482.99	71000	0.9027
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0.3175	485.03	71300	0.8984
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0.318	487.07	71600	0.8909
0.318	487.76	71700	0.8783
0.3128	488.44	71800	0.8144
0.315	489.12	71900	0.8250
0.315	489.8	72000	0.8791
0.3085	490.48	72100	0.9192
0.3081	491.16	72200	0.8403
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0.31	492.52	72400	0.8974
0.3054	493.2	72500	0.9169
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0.3134	494.56	72700	0.9554
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0.3075	498.64	73300	0.8989
0.3105	499.32	73400	0.8598
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0.2996	503.4	74000	0.9575
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0.3175	510.2	75000	0.8799
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0.298	515.65	75800	0.8051
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0.306	519.05	76300	0.8994
0.306	519.73	76400	0.8539
0.2947	520.41	76500	0.9063
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0.3013	523.13	76900	0.9491
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0.3	524.49	77100	0.9199
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0.2964	532.65	78300	0.8939
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0.2909	535.37	78700	0.8905
0.2966	536.05	78800	0.9006
0.2966	536.73	78900	0.9431
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0.29	541.5	79600	0.9104
0.291	542.18	79700	0.9223
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0.3055	543.54	79900	0.8998
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0.2842	544.9	80100	0.9475
0.2952	545.58	80200	0.9345
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0.286	548.3	80600	0.9422
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0.2803	551.7	81100	0.9771
0.282	552.38	81200	1.0085
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0.2901	553.74	81400	1.0034
0.2822	554.42	81500	0.9586
0.281	555.1	81600	0.9590
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0.287	557.14	81900	0.9507
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0.2892	560.54	82400	0.9602
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0.2881	562.59	82700	0.9451
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0.2748	566.67	83300	0.9263
0.2795	567.35	83400	0.9293
0.2804	568.03	83500	0.9620
0.2804	568.71	83600	0.9169
0.2741	569.39	83700	0.9286
0.2718	570.07	83800	0.9334
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0.2782	571.43	84000	0.9761
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0.2843	572.79	84200	0.9993
0.2805	573.47	84300	0.9312
0.2793	574.15	84400	0.9932
0.2793	574.83	84500	0.9828
0.2722	575.51	84600	0.9558
0.273	576.19	84700	0.9739
0.273	576.87	84800	0.9193
0.2706	577.55	84900	0.9511
0.2745	578.23	85000	0.9054
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0.2715	579.59	85200	0.9881
0.2715	580.27	85300	0.9603
0.2715	580.95	85400	1.0218
0.2789	581.63	85500	0.9076
0.274	582.31	85600	0.9393
0.274	582.99	85700	0.8968
0.2762	583.67	85800	0.9474
0.2767	584.35	85900	0.9883
0.2688	585.03	86000	0.9717
0.2688	585.71	86100	1.0013
0.2706	586.39	86200	0.9569
0.2739	587.07	86300	0.9369
0.2739	587.76	86400	0.8882
0.2716	588.44	86500	0.9189
0.2693	589.12	86600	0.9402
0.2693	589.8	86700	0.9262
0.2667	590.48	86800	0.9782
0.268	591.16	86900	0.9457
0.268	591.84	87000	0.9509
0.2726	592.52	87100	0.9320
0.275	593.2	87200	0.9357
0.275	593.88	87300	0.9786
0.2673	594.56	87400	0.9770
0.2684	595.24	87500	0.9389
0.2684	595.92	87600	0.9558
0.2664	596.6	87700	0.9698
0.2691	597.28	87800	1.0059
0.2691	597.96	87900	0.9660
0.2753	598.64	88000	0.9761
0.2547	599.32	88100	0.9627
0.2547	600.0	88200	0.9621
0.2691	600.68	88300	0.9752
0.266	601.36	88400	0.9677
0.2675	602.04	88500	0.9663
0.2675	602.72	88600	0.9749
0.2747	603.4	88700	0.9452
0.2674	604.08	88800	0.9587
0.2674	604.76	88900	0.9693
0.2801	605.44	89000	0.9513
0.2722	606.12	89100	0.9783
0.2722	606.8	89200	0.9452
0.2731	607.48	89300	0.9678
0.2723	608.16	89400	0.9786
0.2723	608.84	89500	0.9852
0.2651	609.52	89600	0.9570
0.2811	610.2	89700	0.9567
0.2811	610.88	89800	0.9049
0.2688	611.56	89900	0.9634
0.2624	612.24	90000	0.8975
0.2624	612.93	90100	0.9899
0.2616	613.61	90200	0.9626
0.2603	614.29	90300	0.9310
0.2603	614.97	90400	0.9788
0.2721	615.65	90500	0.9413
0.2622	616.33	90600	0.9807
0.2683	617.01	90700	0.9218
0.2683	617.69	90800	0.9893
0.2573	618.37	90900	0.9086
0.2654	619.05	91000	0.9373
0.2654	619.73	91100	0.9583
0.2647	620.41	91200	0.9232
0.2616	621.09	91300	0.9738
0.2616	621.77	91400	0.9405
0.258	622.45	91500	0.9601
0.2632	623.13	91600	0.9567
0.2632	623.81	91700	0.9362
0.2636	624.49	91800	0.9496
0.2636	625.17	91900	1.0030
0.2636	625.85	92000	0.9785
0.2454	626.53	92100	0.9485
0.2533	627.21	92200	0.9630
0.2533	627.89	92300	0.9709
0.2596	628.57	92400	0.9479
0.256	629.25	92500	0.9214
0.256	629.93	92600	0.9570
0.255	630.61	92700	0.9472
0.2613	631.29	92800	0.9457
0.2613	631.97	92900	0.9615
0.2703	632.65	93000	0.9583
0.2582	633.33	93100	0.9601
0.2634	634.01	93200	0.9444
0.2634	634.69	93300	0.9499
0.259	635.37	93400	0.9512
0.2617	636.05	93500	0.9543
0.2617	636.73	93600	0.9303
0.2611	637.41	93700	0.9388
0.2513	638.1	93800	0.9443
0.2513	638.78	93900	0.9276
0.2571	639.46	94000	0.9073
0.2636	640.14	94100	0.9122
0.2636	640.82	94200	0.9132
0.2673	641.5	94300	0.9055
0.2594	642.18	94400	0.9299
0.2594	642.86	94500	0.9161
0.2552	643.54	94600	0.9347
0.254	644.22	94700	0.9239
0.254	644.9	94800	0.9454
0.2522	645.58	94900	0.9481
0.2556	646.26	95000	0.9153
0.2556	646.94	95100	0.9141
0.2583	647.62	95200	0.9280
0.2645	648.3	95300	0.9218
0.2645	648.98	95400	0.9603
0.2512	649.66	95500	0.9017
0.2602	650.34	95600	0.9101
0.255	651.02	95700	0.9184
0.255	651.7	95800	0.9234
0.2547	652.38	95900	0.9194
0.2546	653.06	96000	0.9825
0.2546	653.74	96100	0.9515
0.2526	654.42	96200	0.9067
0.261	655.1	96300	0.9282
0.261	655.78	96400	0.9561
0.2545	656.46	96500	0.9466
0.2509	657.14	96600	0.9294
0.2509	657.82	96700	0.9114
0.2503	658.5	96800	1.0040
0.2482	659.18	96900	0.9106
0.2482	659.86	97000	0.9159
0.2523	660.54	97100	0.9490
0.2528	661.22	97200	0.9538
0.2528	661.9	97300	0.9570
0.2455	662.59	97400	0.8882
0.2502	663.27	97500	0.9164
0.2502	663.95	97600	0.9269
0.2465	664.63	97700	0.9628
0.2524	665.31	97800	0.8976
0.2524	665.99	97900	0.9017
0.2479	666.67	98000	0.9197
0.249	667.35	98100	0.9282
0.2533	668.03	98200	0.9342
0.2533	668.71	98300	0.9494
0.2501	669.39	98400	0.9430
0.2444	670.07	98500	0.9252
0.2444	670.75	98600	0.9799
0.243	671.43	98700	0.9195
0.249	672.11	98800	0.9142
0.249	672.79	98900	0.9553
0.2528	673.47	99000	0.9196
0.244	674.15	99100	0.9640
0.244	674.83	99200	0.9809
0.2462	675.51	99300	0.9868
0.247	676.19	99400	0.9640
0.247	676.87	99500	0.9228
0.2615	677.55	99600	0.9172
0.2487	678.23	99700	0.9166
0.2487	678.91	99800	0.8928
0.242	679.59	99900	0.8830
0.2448	680.27	100000	0.9209
0.2448	680.95	100100	0.9139
0.2488	681.63	100200	0.8970
0.2504	682.31	100300	0.9254
0.2504	682.99	100400	0.9437
0.2381	683.67	100500	0.9419
0.245	684.35	100600	0.9379
0.2452	685.03	100700	0.9465
0.2452	685.71	100800	0.9626
0.2482	686.39	100900	0.9472
0.2456	687.07	101000	0.9434
0.2456	687.76	101100	0.9426
0.2388	688.44	101200	0.9440
0.2496	689.12	101300	0.9311
0.2496	689.8	101400	0.9338
0.2399	690.48	101500	0.9290
0.2427	691.16	101600	0.9347
0.2427	691.84	101700	0.9197
0.2709	692.52	101800	0.9046
0.2474	693.2	101900	0.9455
0.2474	693.88	102000	0.9212
0.2411	694.56	102100	0.9508
0.242	695.24	102200	0.9558
0.242	695.92	102300	0.9846
0.2443	696.6	102400	0.9656
0.2356	697.28	102500	0.9428
0.2356	697.96	102600	0.9238
0.2422	698.64	102700	0.9156
0.2341	699.32	102800	0.9324
0.2341	700.0	102900	0.9372
0.2382	700.68	103000	0.9374
0.2407	701.36	103100	0.9342
0.2427	702.04	103200	0.9400
0.2427	702.72	103300	0.9451
0.2373	703.4	103400	0.9355
0.2439	704.08	103500	0.9281
0.2439	704.76	103600	0.9282
0.247	705.44	103700	0.9186
0.2391	706.12	103800	0.8933
0.2391	706.8	103900	0.9392
0.2467	707.48	104000	0.9764
0.238	708.16	104100	0.9495
0.238	708.84	104200	0.9409
0.2436	709.52	104300	0.9296
0.2396	710.2	104400	0.9472
0.2396	710.88	104500	0.9574
0.2476	711.56	104600	0.9231
0.2397	712.24	104700	0.8930
0.2397	712.93	104800	0.9173
0.2448	713.61	104900	0.9187
0.2448	714.29	105000	0.9194
0.2448	714.97	105100	0.9242
0.2365	715.65	105200	0.9254
0.2374	716.33	105300	0.8915
0.2417	717.01	105400	0.9117
0.2417	717.69	105500	0.9284
0.2355	718.37	105600	0.9527
0.2344	719.05	105700	0.9486
0.2344	719.73	105800	0.9683
0.2387	720.41	105900	0.9552
0.2395	721.09	106000	0.9223
0.2395	721.77	106100	0.9092
0.2433	722.45	106200	0.9380
0.2353	723.13	106300	0.9535
0.2353	723.81	106400	0.9584
0.2375	724.49	106500	0.9346
0.2325	725.17	106600	0.9275
0.2325	725.85	106700	0.9382
0.2335	726.53	106800	0.9199
0.234	727.21	106900	0.9580
0.234	727.89	107000	0.9703
0.2324	728.57	107100	0.9901
0.2303	729.25	107200	0.9820
0.2303	729.93	107300	0.9646
0.2291	730.61	107400	0.9548
0.2415	731.29	107500	0.9346
0.2415	731.97	107600	0.9242
0.2385	732.65	107700	0.9535
0.2324	733.33	107800	0.9393
0.233	734.01	107900	0.9851
0.233	734.69	108000	0.9890
0.2324	735.37	108100	0.9940
0.2332	736.05	108200	0.9818
0.2332	736.73	108300	0.9922
0.2317	737.41	108400	0.9977
0.2343	738.1	108500	0.9593
0.2343	738.78	108600	0.9995
0.2288	739.46	108700	1.0020
0.2291	740.14	108800	0.9864
0.2291	740.82	108900	0.9740
0.2308	741.5	109000	0.9993
0.2347	742.18	109100	1.0078
0.2347	742.86	109200	0.9762
0.2309	743.54	109300	0.9776
0.2264	744.22	109400	0.9629
0.2264	744.9	109500	0.9830
0.2312	745.58	109600	0.9737
0.2253	746.26	109700	1.0124
0.2253	746.94	109800	1.0121
0.2275	747.62	109900	0.9924
0.2331	748.3	110000	0.9456
0.2331	748.98	110100	0.9486
0.2275	749.66	110200	0.9388
0.2303	750.34	110300	0.9762
0.2322	751.02	110400	0.9643
0.2322	751.7	110500	0.9878
0.232	752.38	110600	0.9780
0.2348	753.06	110700	0.9774
0.2348	753.74	110800	1.0018
0.2312	754.42	110900	0.9684
0.2304	755.1	111000	0.9828
0.2304	755.78	111100	0.9591
0.2412	756.46	111200	0.9862
0.2313	757.14	111300	0.9796
0.2313	757.82	111400	0.9653
0.2309	758.5	111500	0.9666
0.2293	759.18	111600	1.0382
0.2293	759.86	111700	1.0208
0.235	760.54	111800	1.0372
0.2337	761.22	111900	1.0057
0.2337	761.9	112000	1.0245
0.2309	762.59	112100	0.9766
0.2275	763.27	112200	0.9449
0.2275	763.95	112300	0.9659
0.2263	764.63	112400	0.9614
0.2325	765.31	112500	0.9605
0.2325	765.99	112600	0.9494
0.2292	766.67	112700	0.9632
0.2246	767.35	112800	0.9762
0.2268	768.03	112900	0.9754
0.2268	768.71	113000	0.9704
0.2274	769.39	113100	0.9722
0.2234	770.07	113200	0.9678
0.2234	770.75	113300	0.9736
0.2238	771.43	113400	1.0298
0.2242	772.11	113500	0.9642
0.2242	772.79	113600	0.9844
0.2257	773.47	113700	0.9649
0.225	774.15	113800	0.9992
0.225	774.83	113900	0.9868
0.2262	775.51	114000	1.0092
0.2266	776.19	114100	0.9961
0.2266	776.87	114200	0.9714
0.2314	777.55	114300	0.9864
0.217	778.23	114400	0.9824
0.217	778.91	114500	0.9910
0.2248	779.59	114600	0.9945
0.223	780.27	114700	0.9858
0.223	780.95	114800	0.9657
0.2312	781.63	114900	1.0191
0.2223	782.31	115000	1.0089
0.2223	782.99	115100	1.0103
0.2222	783.67	115200	1.0265
0.2231	784.35	115300	1.0014
0.2276	785.03	115400	0.9888
0.2276	785.71	115500	0.9721
0.222	786.39	115600	0.9885
0.2142	787.07	115700	0.9856
0.2142	787.76	115800	0.9973
0.2208	788.44	115900	0.9472
0.223	789.12	116000	0.9729
0.223	789.8	116100	0.9979
0.2207	790.48	116200	0.9717
0.2329	791.16	116300	0.9832
0.2329	791.84	116400	0.9535
0.2174	792.52	116500	0.9792
0.219	793.2	116600	0.9819
0.219	793.88	116700	1.0191
0.2262	794.56	116800	1.0070
0.2202	795.24	116900	0.9743
0.2202	795.92	117000	0.9888
0.2205	796.6	117100	0.9719
0.2217	797.28	117200	0.9671
0.2217	797.96	117300	0.9480
0.226	798.64	117400	0.9839
0.2181	799.32	117500	0.9551
0.2181	800.0	117600	0.9727
0.2178	800.68	117700	0.9849
0.2226	801.36	117800	0.9799
0.2151	802.04	117900	0.9489
0.2151	802.72	118000	0.9519
0.2284	803.4	118100	0.9786
0.2168	804.08	118200	0.9589
0.2168	804.76	118300	0.9683
0.2161	805.44	118400	0.9861
0.2113	806.12	118500	0.9648
0.2113	806.8	118600	0.9970
0.2201	807.48	118700	0.9777
0.2105	808.16	118800	0.9693
0.2105	808.84	118900	0.9831
0.2139	809.52	119000	0.9316
0.2263	810.2	119100	0.9245
0.2263	810.88	119200	0.9254
0.2275	811.56	119300	0.9750
0.2133	812.24	119400	0.9973
0.2133	812.93	119500	0.9579
0.2132	813.61	119600	0.9847
0.2167	814.29	119700	0.9638
0.2167	814.97	119800	0.9713
0.2161	815.65	119900	0.9488
0.2224	816.33	120000	1.0207
0.215	817.01	120100	0.9745
0.215	817.69	120200	0.9800
0.2142	818.37	120300	0.9843
0.2146	819.05	120400	0.9693
0.2146	819.73	120500	0.9966
0.2169	820.41	120600	0.9695
0.2137	821.09	120700	0.9613
0.2137	821.77	120800	0.9962
0.2141	822.45	120900	0.9930
0.2185	823.13	121000	0.9766
0.2185	823.81	121100	0.9663
0.2104	824.49	121200	0.9545
0.2167	825.17	121300	0.9401
0.2167	825.85	121400	0.9651
0.2123	826.53	121500	0.9568
0.2174	827.21	121600	0.9756
0.2174	827.89	121700	0.9679
0.2195	828.57	121800	0.9835
0.2204	829.25	121900	0.9675
0.2204	829.93	122000	0.9839
0.2139	830.61	122100	0.9765
0.2218	831.29	122200	0.9590
0.2218	831.97	122300	0.9659
0.2178	832.65	122400	0.9701
0.2113	833.33	122500	0.9306
0.2159	834.01	122600	0.9616
0.2159	834.69	122700	0.9466
0.2158	835.37	122800	0.9510
0.2145	836.05	122900	0.9692
0.2145	836.73	123000	0.9628
0.2117	837.41	123100	0.9403
0.2118	838.1	123200	0.9518
0.2118	838.78	123300	0.9710
0.2114	839.46	123400	0.9493
0.2141	840.14	123500	0.9499
0.2141	840.82	123600	0.9426
0.2091	841.5	123700	0.9513
0.2104	842.18	123800	0.9460
0.2104	842.86	123900	0.9268
0.2076	843.54	124000	0.9714
0.2069	844.22	124100	0.9622
0.2069	844.9	124200	0.9883
0.2093	845.58	124300	0.9668
0.2098	846.26	124400	0.9509
0.2098	846.94	124500	0.9675
0.2106	847.62	124600	0.9406
0.2176	848.3	124700	0.9220
0.2176	848.98	124800	0.9003
0.2068	849.66	124900	0.9253
0.2101	850.34	125000	0.8712
0.2164	851.02	125100	0.9273
0.2164	851.7	125200	0.9093
0.214	852.38	125300	0.9479
0.2191	853.06	125400	0.9132
0.2191	853.74	125500	0.9244
0.2205	854.42	125600	0.9187
0.2082	855.1	125700	0.9112
0.2082	855.78	125800	0.9785
0.206	856.46	125900	1.0037
0.203	857.14	126000	1.0003
0.203	857.82	126100	0.9682
0.2121	858.5	126200	0.9759
0.2079	859.18	126300	0.9583
0.2079	859.86	126400	0.9627
0.2064	860.54	126500	0.9796
0.2132	861.22	126600	0.9863
0.2132	861.9	126700	0.9890
0.2132	862.59	126800	1.0000
0.2108	863.27	126900	0.9936
0.2108	863.95	127000	0.9510
0.2075	864.63	127100	0.9674
0.2081	865.31	127200	0.9562
0.2081	865.99	127300	0.9576
0.2165	866.67	127400	0.9516
0.2103	867.35	127500	0.9649
0.2078	868.03	127600	0.9543
0.2078	868.71	127700	0.9340
0.2001	869.39	127800	0.9447
0.2086	870.07	127900	0.9299
0.2086	870.75	128000	0.9294
0.2034	871.43	128100	0.9396
0.205	872.11	128200	0.9387
0.205	872.79	128300	0.9331
0.2083	873.47	128400	0.9292
0.2118	874.15	128500	0.9468
0.2118	874.83	128600	0.9398
0.2061	875.51	128700	0.9466
0.2117	876.19	128800	0.9093
0.2117	876.87	128900	0.9129
0.207	877.55	129000	0.9233
0.2038	878.23	129100	0.9220
0.2038	878.91	129200	0.9356
0.207	879.59	129300	0.9280
0.2088	880.27	129400	0.9434
0.2088	880.95	129500	0.9478
0.2077	881.63	129600	0.9528
0.2027	882.31	129700	0.9433
0.2027	882.99	129800	0.9510
0.2054	883.67	129900	0.9538
0.2049	884.35	130000	0.9634
0.2022	885.03	130100	0.9260
0.2022	885.71	130200	0.9655
0.206	886.39	130300	0.9469
0.2027	887.07	130400	0.9635
0.2027	887.76	130500	0.9606
0.2003	888.44	130600	0.9452
0.2049	889.12	130700	0.9407
0.2049	889.8	130800	0.9174
0.2086	890.48	130900	0.9513
0.2018	891.16	131000	0.9203
0.2018	891.84	131100	0.9370
0.2109	892.52	131200	0.9344
0.2041	893.2	131300	0.9300
0.2041	893.88	131400	0.9149
0.2009	894.56	131500	0.9109
0.2037	895.24	131600	0.9259
0.2037	895.92	131700	0.9581
0.2082	896.6	131800	0.9198
0.2067	897.28	131900	0.9171
0.2067	897.96	132000	0.8966
0.2119	898.64	132100	0.9311
0.2023	899.32	132200	0.9210
0.2023	900.0	132300	0.9106
0.2087	900.68	132400	0.9157
0.2152	901.36	132500	0.9347
0.2087	902.04	132600	0.9516
0.2087	902.72	132700	0.9711
0.2057	903.4	132800	0.9298
0.2071	904.08	132900	0.9421
0.2071	904.76	133000	0.9209
0.2097	905.44	133100	0.9325
0.2081	906.12	133200	0.9231
0.2081	906.8	133300	0.9227
0.2012	907.48	133400	0.9220
0.1995	908.16	133500	0.9500
0.1995	908.84	133600	0.9587
0.2058	909.52	133700	0.9579
0.2011	910.2	133800	0.9512
0.2011	910.88	133900	0.9445
0.2083	911.56	134000	0.9482
0.2022	912.24	134100	0.9282
0.2022	912.93	134200	0.9387
0.2003	913.61	134300	0.9509
0.212	914.29	134400	0.9609
0.212	914.97	134500	0.9430
0.2045	915.65	134600	0.9330
0.2045	916.33	134700	0.9764
0.2049	917.01	134800	0.9311
0.2049	917.69	134900	0.9344
0.2028	918.37	135000	0.9538
0.1993	919.05	135100	0.9359
0.1993	919.73	135200	0.9695
0.2068	920.41	135300	0.9354
0.2036	921.09	135400	0.9817
0.2036	921.77	135500	0.9404
0.2054	922.45	135600	0.9537
0.2017	923.13	135700	0.9613
0.2017	923.81	135800	0.9340
0.1973	924.49	135900	0.9313
0.216	925.17	136000	0.9541
0.216	925.85	136100	0.9556
0.2032	926.53	136200	0.9236
0.1984	927.21	136300	0.9243
0.1984	927.89	136400	0.9497
0.195	928.57	136500	0.9485
0.196	929.25	136600	0.9370
0.196	929.93	136700	0.9294
0.1991	930.61	136800	0.9510
0.2008	931.29	136900	0.9445
0.2008	931.97	137000	0.9428
0.1997	932.65	137100	0.9718
0.1998	933.33	137200	0.9620
0.1962	934.01	137300	0.9388
0.1962	934.69	137400	0.9578
0.1932	935.37	137500	0.9383
0.1989	936.05	137600	0.9285
0.1989	936.73	137700	0.9671
0.1965	937.41	137800	0.9572
0.1988	938.1	137900	0.9487
0.1988	938.78	138000	0.9369
0.2006	939.46	138100	0.9343
0.1995	940.14	138200	0.9488
0.1995	940.82	138300	0.9242
0.2047	941.5	138400	0.9214
0.2118	942.18	138500	0.9054
0.2118	942.86	138600	0.9391
0.1934	943.54	138700	0.9256
0.2012	944.22	138800	0.9372
0.2012	944.9	138900	0.9355
0.1984	945.58	139000	0.9284
0.1953	946.26	139100	0.9206
0.1953	946.94	139200	0.9281
0.1974	947.62	139300	0.9300
0.1919	948.3	139400	0.9566
0.1919	948.98	139500	0.9674
0.1951	949.66	139600	0.9739
0.1986	950.34	139700	0.9548
0.2041	951.02	139800	0.9510
0.2041	951.7	139900	0.9621
0.198	952.38	140000	0.9119
0.1954	953.06	140100	0.9355
0.1954	953.74	140200	0.9858
0.1986	954.42	140300	0.9534
0.2021	955.1	140400	0.9391
0.2021	955.78	140500	0.9440
0.2	956.46	140600	0.9461
0.1928	957.14	140700	0.9493
0.1928	957.82	140800	0.9452
0.1953	958.5	140900	0.9946
0.1982	959.18	141000	0.9450
0.1982	959.86	141100	0.9513
0.2022	960.54	141200	0.9530
0.1939	961.22	141300	0.9312
0.1939	961.9	141400	0.9523
0.2007	962.59	141500	0.9353
0.1884	963.27	141600	0.9613
0.1884	963.95	141700	0.9531
0.1993	964.63	141800	0.9392
0.1971	965.31	141900	0.9484
0.1971	965.99	142000	0.9328
0.1961	966.67	142100	0.9410
0.1977	967.35	142200	0.9437
0.1998	968.03	142300	0.9449
0.1998	968.71	142400	0.9371
0.1982	969.39	142500	0.9450
0.1996	970.07	142600	0.9448
0.1996	970.75	142700	0.9493
0.1964	971.43	142800	0.9377
0.1938	972.11	142900	0.9306
0.1938	972.79	143000	0.9513
0.1897	973.47	143100	0.9496
0.2045	974.15	143200	0.9461
0.2045	974.83	143300	0.9329
0.1946	975.51	143400	0.9688
0.197	976.19	143500	0.9371
0.197	976.87	143600	0.9512
0.2004	977.55	143700	0.9373
0.2002	978.23	143800	0.9569
0.2002	978.91	143900	0.9513
0.1916	979.59	144000	0.9457
0.1959	980.27	144100	0.9251
0.1959	980.95	144200	0.9330
0.1934	981.63	144300	0.9382
0.1954	982.31	144400	0.9553
0.1954	982.99	144500	0.9498
0.1919	983.67	144600	0.9558
0.1883	984.35	144700	0.9484
0.1928	985.03	144800	0.9310
0.1928	985.71	144900	0.9282
0.1872	986.39	145000	0.9351
0.1868	987.07	145100	0.9457
0.1868	987.76	145200	0.9444
0.1906	988.44	145300	0.9478
0.1957	989.12	145400	0.9691
0.1957	989.8	145500	0.9437
0.1959	990.48	145600	0.9576
0.1912	991.16	145700	0.9539
0.1912	991.84	145800	0.9463
0.1977	992.52	145900	0.9703
0.1955	993.2	146000	0.9462
0.1955	993.88	146100	0.9621
0.1923	994.56	146200	0.9568
0.1959	995.24	146300	0.9650
0.1959	995.92	146400	0.9668
0.1921	996.6	146500	0.9588
0.1968	997.28	146600	0.9510
0.1968	997.96	146700	0.9430
0.1927	998.64	146800	0.9672
0.1995	999.32	146900	0.9508
0.1995	1000.0	147000	0.9548

Framework versions

Transformers 4.33.1
Pytorch 2.2.0.dev20230910+cu121
Datasets 2.13.1
Tokenizers 0.13.3

Task: Object Detection
Library: transformers
Type: detr
License: apache-2.0
Created: Oct 9, 2023
Updated: Oct 9, 2023