detr-resnet-50_finetuned_cppe5

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: 2.1397

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: 4.941058844013093e-07
• train_batch_size: 1
• eval_batch_size: 8
• 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: cosine
• num_epochs: 1000

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	10	7.0795
No log	2.0	20	5.7431
No log	3.0	30	6.7530
No log	4.0	40	5.3270
5.8012	5.0	50	6.1804
5.8012	6.0	60	6.0216
5.8012	7.0	70	5.2871
5.8012	8.0	80	5.1623
5.8012	9.0	90	6.9306
5.1916	10.0	100	5.7015
5.1916	11.0	110	7.5914
5.1916	12.0	120	6.0398
5.1916	13.0	130	5.3490
5.1916	14.0	140	5.8373
5.4281	15.0	150	4.1271
5.4281	16.0	160	6.2398
5.4281	17.0	170	4.2083
5.4281	18.0	180	4.7579
5.4281	19.0	190	5.2079
4.8531	20.0	200	3.9074
4.8531	21.0	210	5.1759
4.8531	22.0	220	3.8891
4.8531	23.0	230	3.8469
4.8531	24.0	240	4.0659
4.6505	25.0	250	4.7758
4.6505	26.0	260	4.2206
4.6505	27.0	270	4.8899
4.6505	28.0	280	4.6572
4.6505	29.0	290	4.1456
4.7175	30.0	300	4.3631
4.7175	31.0	310	3.9849
4.7175	32.0	320	5.4221
4.7175	33.0	330	3.7069
4.7175	34.0	340	5.2221
4.3464	35.0	350	4.0269
4.3464	36.0	360	3.8471
4.3464	37.0	370	4.0817
4.3464	38.0	380	4.0005
4.3464	39.0	390	3.7973
4.4884	40.0	400	4.1382
4.4884	41.0	410	3.9224
4.4884	42.0	420	4.3754
4.4884	43.0	430	3.9821
4.4884	44.0	440	3.9350
4.2526	45.0	450	4.0074
4.2526	46.0	460	3.6133
4.2526	47.0	470	3.8681
4.2526	48.0	480	3.9367
4.2526	49.0	490	3.8197
4.1344	50.0	500	3.5646
4.1344	51.0	510	3.7987
4.1344	52.0	520	3.9491
4.1344	53.0	530	4.1457
4.1344	54.0	540	3.6863
4.0492	55.0	550	3.8259
4.0492	56.0	560	3.8122
4.0492	57.0	570	4.0111
4.0492	58.0	580	3.7859
4.0492	59.0	590	3.7566
3.9168	60.0	600	3.6876
3.9168	61.0	610	3.7469
3.9168	62.0	620	4.0203
3.9168	63.0	630	4.7051
3.9168	64.0	640	3.6666
3.8979	65.0	650	3.5877
3.8979	66.0	660	3.5737
3.8979	67.0	670	3.6520
3.8979	68.0	680	3.4342
3.8979	69.0	690	3.9668
3.7801	70.0	700	4.0617
3.7801	71.0	710	3.8625
3.7801	72.0	720	3.3205
3.7801	73.0	730	4.0774
3.7801	74.0	740	4.0416
3.7303	75.0	750	3.4343
3.7303	76.0	760	3.5131
3.7303	77.0	770	3.5507
3.7303	78.0	780	3.9112
3.7303	79.0	790	3.3022
3.5806	80.0	800	3.8618
3.5806	81.0	810	3.6697
3.5806	82.0	820	3.5536
3.5806	83.0	830	3.3500
3.5806	84.0	840	3.8134
3.6183	85.0	850	3.4067
3.6183	86.0	860	3.4425
3.6183	87.0	870	3.2812
3.6183	88.0	880	3.3909
3.6183	89.0	890	3.6878
3.4767	90.0	900	3.5409
3.4767	91.0	910	3.5380
3.4767	92.0	920	3.8982
3.4767	93.0	930	3.4205
3.4767	94.0	940	4.0828
3.5444	95.0	950	3.2579
3.5444	96.0	960	3.3702
3.5444	97.0	970	4.2833
3.5444	98.0	980	3.4222
3.5444	99.0	990	3.4477
3.3821	100.0	1000	3.2484
3.3821	101.0	1010	3.3493
3.3821	102.0	1020	3.2192
3.3821	103.0	1030	3.2491
3.3821	104.0	1040	3.3853
3.3429	105.0	1050	3.4362
3.3429	106.0	1060	4.1587
3.3429	107.0	1070	3.9797
3.3429	108.0	1080	3.6257
3.3429	109.0	1090	3.4861
3.304	110.0	1100	3.3520
3.304	111.0	1110	3.0047
3.304	112.0	1120	3.4988
3.304	113.0	1130	3.4723
3.304	114.0	1140	3.4294
3.2826	115.0	1150	3.6923
3.2826	116.0	1160	3.2513
3.2826	117.0	1170	3.6769
3.2826	118.0	1180	3.5384
3.2826	119.0	1190	3.3773
3.1944	120.0	1200	3.2538
3.1944	121.0	1210	3.2896
3.1944	122.0	1220	3.4226
3.1944	123.0	1230	3.3085
3.1944	124.0	1240	3.1047
3.1978	125.0	1250	3.3142
3.1978	126.0	1260	3.4432
3.1978	127.0	1270	2.9309
3.1978	128.0	1280	3.3678
3.1978	129.0	1290	3.6156
3.3425	130.0	1300	3.3015
3.3425	131.0	1310	3.3181
3.3425	132.0	1320	3.2688
3.3425	133.0	1330	3.4590
3.3425	134.0	1340	3.0809
3.3654	135.0	1350	3.0907
3.3654	136.0	1360	3.2888
3.3654	137.0	1370	3.1504
3.3654	138.0	1380	3.4285
3.3654	139.0	1390	3.4080
3.1702	140.0	1400	3.1543
3.1702	141.0	1410	3.5154
3.1702	142.0	1420	3.1132
3.1702	143.0	1430	3.2503
3.1702	144.0	1440	3.6848
3.1929	145.0	1450	3.1961
3.1929	146.0	1460	3.4146
3.1929	147.0	1470	3.4162
3.1929	148.0	1480	3.2388
3.1929	149.0	1490	3.6281
3.0	150.0	1500	2.9830
3.0	151.0	1510	3.1817
3.0	152.0	1520	3.2862
3.0	153.0	1530	3.0465
3.0	154.0	1540	3.1208
2.9975	155.0	1550	3.3041
2.9975	156.0	1560	3.4944
2.9975	157.0	1570	3.5826
2.9975	158.0	1580	3.5453
2.9975	159.0	1590	4.0256
3.0312	160.0	1600	3.3678
3.0312	161.0	1610	2.9384
3.0312	162.0	1620	3.0596
3.0312	163.0	1630	3.3952
3.0312	164.0	1640	3.5299
2.9855	165.0	1650	2.9930
2.9855	166.0	1660	3.3869
2.9855	167.0	1670	3.1676
2.9855	168.0	1680	3.1330
2.9855	169.0	1690	3.2595
2.863	170.0	1700	3.1151
2.863	171.0	1710	3.1382
2.863	172.0	1720	3.7265
2.863	173.0	1730	2.8716
2.863	174.0	1740	3.0285
2.8942	175.0	1750	3.0285
2.8942	176.0	1760	3.7873
2.8942	177.0	1770	2.9266
2.8942	178.0	1780	2.9751
2.8942	179.0	1790	3.1875
2.7614	180.0	1800	2.6317
2.7614	181.0	1810	3.3780
2.7614	182.0	1820	3.1680
2.7614	183.0	1830	3.3270
2.7614	184.0	1840	3.2822
2.9	185.0	1850	3.0026
2.9	186.0	1860	3.0610
2.9	187.0	1870	3.2631
2.9	188.0	1880	2.8804
2.9	189.0	1890	3.2069
2.9176	190.0	1900	2.8339
2.9176	191.0	1910	2.9836
2.9176	192.0	1920	3.0211
2.9176	193.0	1930	2.8448
2.9176	194.0	1940	4.1654
2.8189	195.0	1950	3.0910
2.8189	196.0	1960	2.7972
2.8189	197.0	1970	3.5421
2.8189	198.0	1980	2.8334
2.8189	199.0	1990	3.0457
2.7236	200.0	2000	3.0531
2.7236	201.0	2010	3.0384
2.7236	202.0	2020	3.0183
2.7236	203.0	2030	3.1019
2.7236	204.0	2040	2.6909
2.6289	205.0	2050	2.8969
2.6289	206.0	2060	2.8063
2.6289	207.0	2070	3.3533
2.6289	208.0	2080	3.0578
2.6289	209.0	2090	3.0081
2.6592	210.0	2100	3.1674
2.6592	211.0	2110	3.0982
2.6592	212.0	2120	2.9070
2.6592	213.0	2130	2.8881
2.6592	214.0	2140	2.7869
2.6898	215.0	2150	2.9736
2.6898	216.0	2160	2.7309
2.6898	217.0	2170	3.2656
2.6898	218.0	2180	2.7734
2.6898	219.0	2190	2.6135
2.6117	220.0	2200	3.0652
2.6117	221.0	2210	3.0918
2.6117	222.0	2220	3.2191
2.6117	223.0	2230	2.8947
2.6117	224.0	2240	2.6307
2.6281	225.0	2250	2.6585
2.6281	226.0	2260	3.0801
2.6281	227.0	2270	2.9075
2.6281	228.0	2280	3.1795
2.6281	229.0	2290	2.8762
2.4503	230.0	2300	2.6883
2.4503	231.0	2310	3.0329
2.4503	232.0	2320	2.8990
2.4503	233.0	2330	2.7381
2.4503	234.0	2340	2.8102
2.5171	235.0	2350	3.0730
2.5171	236.0	2360	2.9376
2.5171	237.0	2370	2.5781
2.5171	238.0	2380	2.9466
2.5171	239.0	2390	2.6868
2.5004	240.0	2400	2.6414
2.5004	241.0	2410	3.0623
2.5004	242.0	2420	2.8071
2.5004	243.0	2430	2.4406
2.5004	244.0	2440	2.6247
2.5338	245.0	2450	2.7334
2.5338	246.0	2460	2.8576
2.5338	247.0	2470	2.6042
2.5338	248.0	2480	2.8519
2.5338	249.0	2490	3.0416
2.429	250.0	2500	2.7010
2.429	251.0	2510	4.0268
2.429	252.0	2520	2.9236
2.429	253.0	2530	2.5467
2.429	254.0	2540	2.7355
2.4368	255.0	2550	3.1205
2.4368	256.0	2560	2.8335
2.4368	257.0	2570	2.7752
2.4368	258.0	2580	2.7598
2.4368	259.0	2590	2.6409
2.3204	260.0	2600	2.7808
2.3204	261.0	2610	2.4784
2.3204	262.0	2620	2.9005
2.3204	263.0	2630	2.6729
2.3204	264.0	2640	2.6290
2.4044	265.0	2650	2.8760
2.4044	266.0	2660	2.5683
2.4044	267.0	2670	2.8607
2.4044	268.0	2680	2.5760
2.4044	269.0	2690	2.6616
2.3464	270.0	2700	2.6968
2.3464	271.0	2710	2.7200
2.3464	272.0	2720	2.7963
2.3464	273.0	2730	2.5230
2.3464	274.0	2740	2.7015
2.2999	275.0	2750	2.9836
2.2999	276.0	2760	2.6443
2.2999	277.0	2770	2.5045
2.2999	278.0	2780	3.2068
2.2999	279.0	2790	2.5038
2.3102	280.0	2800	2.7581
2.3102	281.0	2810	2.6092
2.3102	282.0	2820	2.4482
2.3102	283.0	2830	3.0941
2.3102	284.0	2840	2.3476
2.2134	285.0	2850	2.8535
2.2134	286.0	2860	2.6361
2.2134	287.0	2870	2.6033
2.2134	288.0	2880	2.4526
2.2134	289.0	2890	2.7966
2.3276	290.0	2900	2.6472
2.3276	291.0	2910	2.6410
2.3276	292.0	2920	2.5670
2.3276	293.0	2930	2.7832
2.3276	294.0	2940	2.5031
2.287	295.0	2950	2.5614
2.287	296.0	2960	3.0045
2.287	297.0	2970	2.5755
2.287	298.0	2980	2.5132
2.287	299.0	2990	2.6427
2.1723	300.0	3000	3.2675
2.1723	301.0	3010	2.5890
2.1723	302.0	3020	2.7935
2.1723	303.0	3030	2.5836
2.1723	304.0	3040	2.4359
2.237	305.0	3050	2.7048
2.237	306.0	3060	2.4640
2.237	307.0	3070	2.5528
2.237	308.0	3080	2.4919
2.237	309.0	3090	2.5067
2.1502	310.0	3100	2.6569
2.1502	311.0	3110	2.6649
2.1502	312.0	3120	2.7721
2.1502	313.0	3130	2.3934
2.1502	314.0	3140	2.4799
2.2248	315.0	3150	2.6882
2.2248	316.0	3160	2.8493
2.2248	317.0	3170	2.5919
2.2248	318.0	3180	2.4124
2.2248	319.0	3190	2.5997
2.2399	320.0	3200	2.3440
2.2399	321.0	3210	2.6292
2.2399	322.0	3220	3.2851
2.2399	323.0	3230	2.4422
2.2399	324.0	3240	2.3866
2.1759	325.0	3250	2.4307
2.1759	326.0	3260	2.2842
2.1759	327.0	3270	2.5418
2.1759	328.0	3280	2.5840
2.1759	329.0	3290	2.9884
2.2557	330.0	3300	2.5096
2.2557	331.0	3310	3.2382
2.2557	332.0	3320	2.5237
2.2557	333.0	3330	2.4346
2.2557	334.0	3340	2.4034
2.216	335.0	3350	2.4259
2.216	336.0	3360	2.4239
2.216	337.0	3370	2.5417
2.216	338.0	3380	2.7757
2.216	339.0	3390	2.6264
2.2112	340.0	3400	2.6611
2.2112	341.0	3410	2.6828
2.2112	342.0	3420	2.4541
2.2112	343.0	3430	2.4426
2.2112	344.0	3440	2.4566
2.1473	345.0	3450	2.8140
2.1473	346.0	3460	2.3079
2.1473	347.0	3470	2.4263
2.1473	348.0	3480	2.4176
2.1473	349.0	3490	2.5132
2.0273	350.0	3500	2.5695
2.0273	351.0	3510	2.3300
2.0273	352.0	3520	2.3673
2.0273	353.0	3530	2.4108
2.0273	354.0	3540	2.1937
1.9724	355.0	3550	2.4282
1.9724	356.0	3560	2.5854
1.9724	357.0	3570	2.3549
1.9724	358.0	3580	2.7288
1.9724	359.0	3590	2.3138
2.1214	360.0	3600	2.6228
2.1214	361.0	3610	2.5202
2.1214	362.0	3620	2.3395
2.1214	363.0	3630	2.7839
2.1214	364.0	3640	2.3686
2.0616	365.0	3650	2.1838
2.0616	366.0	3660	2.1441
2.0616	367.0	3670	2.3893
2.0616	368.0	3680	2.3090
2.0616	369.0	3690	2.5005
2.0561	370.0	3700	2.5149
2.0561	371.0	3710	2.4185
2.0561	372.0	3720	2.2988
2.0561	373.0	3730	2.5609
2.0561	374.0	3740	2.4859
1.9504	375.0	3750	2.6781
1.9504	376.0	3760	2.4028
1.9504	377.0	3770	2.2976
1.9504	378.0	3780	2.6518
1.9504	379.0	3790	2.4606
1.9662	380.0	3800	2.0894
1.9662	381.0	3810	2.7766
1.9662	382.0	3820	2.6676
1.9662	383.0	3830	2.3832
1.9662	384.0	3840	2.3459
2.007	385.0	3850	2.5191
2.007	386.0	3860	2.5370
2.007	387.0	3870	2.3437
2.007	388.0	3880	2.5367
2.007	389.0	3890	2.3221
1.9401	390.0	3900	2.2395
1.9401	391.0	3910	2.3589
1.9401	392.0	3920	2.3799
1.9401	393.0	3930	2.3295
1.9401	394.0	3940	2.6330
1.9375	395.0	3950	2.4340
1.9375	396.0	3960	2.5184
1.9375	397.0	3970	2.1730
1.9375	398.0	3980	2.2300
1.9375	399.0	3990	2.4796
1.9703	400.0	4000	2.2612
1.9703	401.0	4010	2.3175
1.9703	402.0	4020	2.5344
1.9703	403.0	4030	2.1123
1.9703	404.0	4040	2.2479
1.8652	405.0	4050	2.6316
1.8652	406.0	4060	2.1574
1.8652	407.0	4070	2.4231
1.8652	408.0	4080	2.1255
1.8652	409.0	4090	2.2994
1.9834	410.0	4100	2.3541
1.9834	411.0	4110	2.3113
1.9834	412.0	4120	2.3966
1.9834	413.0	4130	2.3865
1.9834	414.0	4140	3.0955
1.976	415.0	4150	2.6212
1.976	416.0	4160	2.3237
1.976	417.0	4170	3.3010
1.976	418.0	4180	2.7378
1.976	419.0	4190	2.4063
1.9165	420.0	4200	2.9853
1.9165	421.0	4210	2.0776
1.9165	422.0	4220	2.3036
1.9165	423.0	4230	2.1934
1.9165	424.0	4240	2.1535
1.9224	425.0	4250	2.3000
1.9224	426.0	4260	2.6858
1.9224	427.0	4270	2.4825
1.9224	428.0	4280	2.4776
1.9224	429.0	4290	2.2042
1.9091	430.0	4300	2.2847
1.9091	431.0	4310	2.0935
1.9091	432.0	4320	2.6040
1.9091	433.0	4330	2.2520
1.9091	434.0	4340	2.5126
1.9543	435.0	4350	2.3081
1.9543	436.0	4360	2.5018
1.9543	437.0	4370	2.4462
1.9543	438.0	4380	2.1927
1.9543	439.0	4390	2.1584
1.7975	440.0	4400	2.2996
1.7975	441.0	4410	2.2288
1.7975	442.0	4420	2.4102
1.7975	443.0	4430	2.3321
1.7975	444.0	4440	1.9341
1.9595	445.0	4450	2.1064
1.9595	446.0	4460	2.4024
1.9595	447.0	4470	2.1377
1.9595	448.0	4480	2.2580
1.9595	449.0	4490	2.2505
1.8746	450.0	4500	2.3562
1.8746	451.0	4510	2.2730
1.8746	452.0	4520	2.1447
1.8746	453.0	4530	2.2458
1.8746	454.0	4540	2.2136
2.0722	455.0	4550	2.1459
2.0722	456.0	4560	1.9991
2.0722	457.0	4570	2.1572
2.0722	458.0	4580	2.2700
2.0722	459.0	4590	2.3094
1.9179	460.0	4600	2.2721
1.9179	461.0	4610	2.2809
1.9179	462.0	4620	2.4517
1.9179	463.0	4630	2.2500
1.9179	464.0	4640	2.2107
2.0428	465.0	4650	2.1489
2.0428	466.0	4660	2.2571
2.0428	467.0	4670	2.2047
2.0428	468.0	4680	2.5041
2.0428	469.0	4690	2.2354
1.8738	470.0	4700	2.0811
1.8738	471.0	4710	2.1300
1.8738	472.0	4720	2.3041
1.8738	473.0	4730	2.1780
1.8738	474.0	4740	2.0481
1.8625	475.0	4750	2.2354
1.8625	476.0	4760	2.1670
1.8625	477.0	4770	2.1575
1.8625	478.0	4780	2.0797
1.8625	479.0	4790	2.2353
1.7743	480.0	4800	2.2478
1.7743	481.0	4810	2.1120
1.7743	482.0	4820	2.1790
1.7743	483.0	4830	3.1939
1.7743	484.0	4840	2.0575
1.7955	485.0	4850	2.3685
1.7955	486.0	4860	2.1021
1.7955	487.0	4870	2.3043
1.7955	488.0	4880	2.1155
1.7955	489.0	4890	2.0982
1.7685	490.0	4900	2.2740
1.7685	491.0	4910	2.1216
1.7685	492.0	4920	2.0764
1.7685	493.0	4930	2.1182
1.7685	494.0	4940	2.0343
1.8806	495.0	4950	2.0229
1.8806	496.0	4960	2.9971
1.8806	497.0	4970	2.1848
1.8806	498.0	4980	2.6586
1.8806	499.0	4990	2.3622
1.8554	500.0	5000	2.5255
1.8554	501.0	5010	2.1792
1.8554	502.0	5020	2.2098
1.8554	503.0	5030	3.0466
1.8554	504.0	5040	2.2054
1.8123	505.0	5050	2.0846
1.8123	506.0	5060	2.4480
1.8123	507.0	5070	2.1692
1.8123	508.0	5080	2.1262
1.8123	509.0	5090	2.0610
1.8189	510.0	5100	2.1438
1.8189	511.0	5110	1.9691
1.8189	512.0	5120	1.9818
1.8189	513.0	5130	2.1824
1.8189	514.0	5140	2.3053
1.7296	515.0	5150	2.0095
1.7296	516.0	5160	2.3895
1.7296	517.0	5170	2.4203
1.7296	518.0	5180	2.8143
1.7296	519.0	5190	1.9249
1.9353	520.0	5200	1.9745
1.9353	521.0	5210	2.3712
1.9353	522.0	5220	2.2221
1.9353	523.0	5230	2.3223
1.9353	524.0	5240	2.0649
1.8203	525.0	5250	2.4524
1.8203	526.0	5260	2.1729
1.8203	527.0	5270	2.3503
1.8203	528.0	5280	1.8859
1.8203	529.0	5290	2.5795
1.9042	530.0	5300	2.2665
1.9042	531.0	5310	1.9231
1.9042	532.0	5320	2.1896
1.9042	533.0	5330	2.1866
1.9042	534.0	5340	2.1273
1.797	535.0	5350	2.1864
1.797	536.0	5360	2.1360
1.797	537.0	5370	2.1195
1.797	538.0	5380	1.9885
1.797	539.0	5390	1.9990
1.8289	540.0	5400	2.0208
1.8289	541.0	5410	1.9337
1.8289	542.0	5420	2.0515
1.8289	543.0	5430	2.3292
1.8289	544.0	5440	1.8969
1.7952	545.0	5450	2.0917
1.7952	546.0	5460	2.2664
1.7952	547.0	5470	2.1886
1.7952	548.0	5480	2.2333
1.7952	549.0	5490	2.1483
1.8083	550.0	5500	2.2158
1.8083	551.0	5510	2.2681
1.8083	552.0	5520	2.7891
1.8083	553.0	5530	1.9523
1.8083	554.0	5540	2.2605
1.8217	555.0	5550	2.4190
1.8217	556.0	5560	2.1206
1.8217	557.0	5570	2.5011
1.8217	558.0	5580	2.1416
1.8217	559.0	5590	2.1722
1.7937	560.0	5600	2.0521
1.7937	561.0	5610	2.1215
1.7937	562.0	5620	2.7153
1.7937	563.0	5630	2.1914
1.7937	564.0	5640	2.1923
1.7143	565.0	5650	2.4663
1.7143	566.0	5660	1.9746
1.7143	567.0	5670	2.0240
1.7143	568.0	5680	2.5691
1.7143	569.0	5690	2.3204
1.6601	570.0	5700	2.1723
1.6601	571.0	5710	1.9296
1.6601	572.0	5720	2.1570
1.6601	573.0	5730	2.1298
1.6601	574.0	5740	2.3539
1.8999	575.0	5750	2.1365
1.8999	576.0	5760	2.0601
1.8999	577.0	5770	2.0550
1.8999	578.0	5780	2.5869
1.8999	579.0	5790	2.1311
1.6806	580.0	5800	1.9451
1.6806	581.0	5810	2.1228
1.6806	582.0	5820	2.3437
1.6806	583.0	5830	2.3398
1.6806	584.0	5840	2.1228
1.7643	585.0	5850	2.0135
1.7643	586.0	5860	1.9824
1.7643	587.0	5870	2.2028
1.7643	588.0	5880	2.4352
1.7643	589.0	5890	1.9458
1.803	590.0	5900	2.3152
1.803	591.0	5910	2.0768
1.803	592.0	5920	2.2836
1.803	593.0	5930	2.1446
1.803	594.0	5940	2.1702
1.6866	595.0	5950	2.3142
1.6866	596.0	5960	2.1351
1.6866	597.0	5970	1.9202
1.6866	598.0	5980	2.0712
1.6866	599.0	5990	1.9634
1.6967	600.0	6000	2.3699
1.6967	601.0	6010	2.1562
1.6967	602.0	6020	2.3168
1.6967	603.0	6030	2.2248
1.6967	604.0	6040	2.2533
1.6627	605.0	6050	1.8170
1.6627	606.0	6060	2.3989
1.6627	607.0	6070	2.0302
1.6627	608.0	6080	2.3638
1.6627	609.0	6090	1.9077
1.6703	610.0	6100	1.9806
1.6703	611.0	6110	1.9167
1.6703	612.0	6120	2.2209
1.6703	613.0	6130	2.2042
1.6703	614.0	6140	1.7366
1.6809	615.0	6150	2.1843
1.6809	616.0	6160	2.9500
1.6809	617.0	6170	2.1226
1.6809	618.0	6180	2.2124
1.6809	619.0	6190	2.8095
1.762	620.0	6200	1.9578
1.762	621.0	6210	2.0715
1.762	622.0	6220	2.1241
1.762	623.0	6230	2.4005
1.762	624.0	6240	1.9467
1.7518	625.0	6250	1.9363
1.7518	626.0	6260	2.3800
1.7518	627.0	6270	2.0086
1.7518	628.0	6280	2.0844
1.7518	629.0	6290	1.9936
1.7146	630.0	6300	2.9278
1.7146	631.0	6310	2.2130
1.7146	632.0	6320	1.8916
1.7146	633.0	6330	1.9770
1.7146	634.0	6340	1.9727
1.7078	635.0	6350	2.5519
1.7078	636.0	6360	1.8578
1.7078	637.0	6370	2.1396
1.7078	638.0	6380	2.1651
1.7078	639.0	6390	1.9666
1.7668	640.0	6400	2.1160
1.7668	641.0	6410	2.0328
1.7668	642.0	6420	2.0711
1.7668	643.0	6430	2.1058
1.7668	644.0	6440	2.0504
1.7245	645.0	6450	2.2605
1.7245	646.0	6460	2.3964
1.7245	647.0	6470	2.0940
1.7245	648.0	6480	2.4811
1.7245	649.0	6490	2.2603
1.66	650.0	6500	2.0771
1.66	651.0	6510	2.0068
1.66	652.0	6520	1.9992
1.66	653.0	6530	2.0482
1.66	654.0	6540	2.1352
1.6753	655.0	6550	2.0777
1.6753	656.0	6560	1.9601
1.6753	657.0	6570	2.0755
1.6753	658.0	6580	2.0130
1.6753	659.0	6590	2.5618
1.6751	660.0	6600	2.0391
1.6751	661.0	6610	1.9881
1.6751	662.0	6620	2.0105
1.6751	663.0	6630	2.0397
1.6751	664.0	6640	1.9171
1.7329	665.0	6650	2.1690
1.7329	666.0	6660	1.9315
1.7329	667.0	6670	2.4457
1.7329	668.0	6680	2.0552
1.7329	669.0	6690	2.1250
1.7304	670.0	6700	1.9498
1.7304	671.0	6710	2.1620
1.7304	672.0	6720	2.1663
1.7304	673.0	6730	2.2802
1.7304	674.0	6740	2.0857
1.6356	675.0	6750	2.2656
1.6356	676.0	6760	1.9959
1.6356	677.0	6770	2.0719
1.6356	678.0	6780	2.0429
1.6356	679.0	6790	1.9561
1.6098	680.0	6800	2.3071
1.6098	681.0	6810	2.2920
1.6098	682.0	6820	2.1268
1.6098	683.0	6830	1.9186
1.6098	684.0	6840	1.8820
1.6784	685.0	6850	2.1013
1.6784	686.0	6860	2.0973
1.6784	687.0	6870	2.3960
1.6784	688.0	6880	1.8338
1.6784	689.0	6890	2.0245
1.689	690.0	6900	2.1786
1.689	691.0	6910	2.0254
1.689	692.0	6920	1.9316
1.689	693.0	6930	1.9776
1.689	694.0	6940	2.1271
1.6889	695.0	6950	2.3542
1.6889	696.0	6960	2.1932
1.6889	697.0	6970	1.8910
1.6889	698.0	6980	2.1252
1.6889	699.0	6990	1.9726
1.7028	700.0	7000	2.0448
1.7028	701.0	7010	2.1499
1.7028	702.0	7020	1.8854
1.7028	703.0	7030	1.9297
1.7028	704.0	7040	2.1054
1.6484	705.0	7050	1.9997
1.6484	706.0	7060	2.0114
1.6484	707.0	7070	2.0139
1.6484	708.0	7080	2.9272
1.6484	709.0	7090	1.8419
1.6615	710.0	7100	3.2302
1.6615	711.0	7110	2.0337
1.6615	712.0	7120	2.0933
1.6615	713.0	7130	2.0162
1.6615	714.0	7140	2.0073
1.6318	715.0	7150	2.1256
1.6318	716.0	7160	1.8836
1.6318	717.0	7170	2.0321
1.6318	718.0	7180	2.0796
1.6318	719.0	7190	1.9985
1.7706	720.0	7200	2.6352
1.7706	721.0	7210	1.9618
1.7706	722.0	7220	1.8866
1.7706	723.0	7230	1.9311
1.7706	724.0	7240	2.2133
1.7221	725.0	7250	1.8637
1.7221	726.0	7260	2.1916
1.7221	727.0	7270	1.8545
1.7221	728.0	7280	2.1350
1.7221	729.0	7290	2.0091
1.754	730.0	7300	1.9316
1.754	731.0	7310	2.0585
1.754	732.0	7320	2.0417
1.754	733.0	7330	2.1116
1.754	734.0	7340	2.0630
1.6204	735.0	7350	1.9218
1.6204	736.0	7360	2.5058
1.6204	737.0	7370	2.2771
1.6204	738.0	7380	1.9493
1.6204	739.0	7390	2.1200
1.6891	740.0	7400	2.0596
1.6891	741.0	7410	2.0757
1.6891	742.0	7420	1.9904
1.6891	743.0	7430	2.1336
1.6891	744.0	7440	2.4599
1.7584	745.0	7450	2.1578
1.7584	746.0	7460	1.9749
1.7584	747.0	7470	2.1406
1.7584	748.0	7480	2.3524
1.7584	749.0	7490	2.0798
1.5819	750.0	7500	1.8948
1.5819	751.0	7510	1.8562
1.5819	752.0	7520	3.5239
1.5819	753.0	7530	2.2157
1.5819	754.0	7540	2.7353
1.6342	755.0	7550	2.2190
1.6342	756.0	7560	2.3935
1.6342	757.0	7570	2.0825
1.6342	758.0	7580	2.0174
1.6342	759.0	7590	1.9563
1.7279	760.0	7600	2.1491
1.7279	761.0	7610	1.9795
1.7279	762.0	7620	1.9805
1.7279	763.0	7630	1.9753
1.7279	764.0	7640	2.0721
1.5626	765.0	7650	2.1229
1.5626	766.0	7660	2.0831
1.5626	767.0	7670	2.8723
1.5626	768.0	7680	1.9799
1.5626	769.0	7690	2.0792
1.6589	770.0	7700	1.9836
1.6589	771.0	7710	1.8836
1.6589	772.0	7720	2.1195
1.6589	773.0	7730	2.2073
1.6589	774.0	7740	1.9880
1.641	775.0	7750	2.2762
1.641	776.0	7760	2.0996
1.641	777.0	7770	2.0157
1.641	778.0	7780	1.9012
1.641	779.0	7790	3.4505
1.8726	780.0	7800	1.9617
1.8726	781.0	7810	2.0913
1.8726	782.0	7820	1.9486
1.8726	783.0	7830	2.0114
1.8726	784.0	7840	1.9957
1.6342	785.0	7850	2.1678
1.6342	786.0	7860	2.1731
1.6342	787.0	7870	1.9840
1.6342	788.0	7880	2.2147
1.6342	789.0	7890	2.4845
1.6656	790.0	7900	2.0647
1.6656	791.0	7910	1.9105
1.6656	792.0	7920	1.9711
1.6656	793.0	7930	2.8114
1.6656	794.0	7940	2.1196
1.7298	795.0	7950	2.0664
1.7298	796.0	7960	2.2231
1.7298	797.0	7970	1.9946
1.7298	798.0	7980	2.3052
1.7298	799.0	7990	2.4928
1.7294	800.0	8000	2.0689
1.7294	801.0	8010	2.1222
1.7294	802.0	8020	1.9995
1.7294	803.0	8030	2.0070
1.7294	804.0	8040	1.8976
1.6905	805.0	8050	2.0889
1.6905	806.0	8060	2.0273
1.6905	807.0	8070	1.8873
1.6905	808.0	8080	2.5260
1.6905	809.0	8090	2.0703
1.6383	810.0	8100	2.1421
1.6383	811.0	8110	1.9730
1.6383	812.0	8120	2.2552
1.6383	813.0	8130	1.8962
1.6383	814.0	8140	2.0572
1.6897	815.0	8150	2.0349
1.6897	816.0	8160	2.0451
1.6897	817.0	8170	2.0762
1.6897	818.0	8180	2.0079
1.6897	819.0	8190	2.1432
1.5845	820.0	8200	2.5644
1.5845	821.0	8210	2.1259
1.5845	822.0	8220	2.1217
1.5845	823.0	8230	1.8807
1.5845	824.0	8240	2.2475
1.6942	825.0	8250	2.7079
1.6942	826.0	8260	2.1418
1.6942	827.0	8270	1.9854
1.6942	828.0	8280	2.1039
1.6942	829.0	8290	1.9488
1.5919	830.0	8300	2.1037
1.5919	831.0	8310	2.0170
1.5919	832.0	8320	1.8831
1.5919	833.0	8330	1.7501
1.5919	834.0	8340	2.5991
1.6626	835.0	8350	2.0915
1.6626	836.0	8360	2.0901
1.6626	837.0	8370	2.0779
1.6626	838.0	8380	1.9901
1.6626	839.0	8390	2.1458
1.5978	840.0	8400	2.1409
1.5978	841.0	8410	2.2341
1.5978	842.0	8420	2.3387
1.5978	843.0	8430	2.0669
1.5978	844.0	8440	2.1725
1.6153	845.0	8450	1.9977
1.6153	846.0	8460	2.3008
1.6153	847.0	8470	2.0032
1.6153	848.0	8480	2.0802
1.6153	849.0	8490	2.1358
1.6977	850.0	8500	2.2539
1.6977	851.0	8510	2.3892
1.6977	852.0	8520	1.8730
1.6977	853.0	8530	2.4494
1.6977	854.0	8540	1.7971
1.6117	855.0	8550	1.8645
1.6117	856.0	8560	2.1854
1.6117	857.0	8570	1.7846
1.6117	858.0	8580	2.0895
1.6117	859.0	8590	1.9494
1.6776	860.0	8600	3.0806
1.6776	861.0	8610	2.5941
1.6776	862.0	8620	1.8778
1.6776	863.0	8630	1.9408
1.6776	864.0	8640	2.0962
1.7326	865.0	8650	1.8876
1.7326	866.0	8660	1.9434
1.7326	867.0	8670	2.0616
1.7326	868.0	8680	2.4041
1.7326	869.0	8690	2.8890
1.6468	870.0	8700	2.1031
1.6468	871.0	8710	2.1359
1.6468	872.0	8720	1.8292
1.6468	873.0	8730	2.0762
1.6468	874.0	8740	2.1207
1.7116	875.0	8750	1.8605
1.7116	876.0	8760	1.8536
1.7116	877.0	8770	2.0260
1.7116	878.0	8780	2.6150
1.7116	879.0	8790	1.9157
1.5673	880.0	8800	1.9184
1.5673	881.0	8810	1.9319
1.5673	882.0	8820	2.4362
1.5673	883.0	8830	1.9637
1.5673	884.0	8840	1.8797
1.7281	885.0	8850	1.9358
1.7281	886.0	8860	2.0570
1.7281	887.0	8870	1.8167
1.7281	888.0	8880	2.4525
1.7281	889.0	8890	2.0002
1.6826	890.0	8900	2.1198
1.6826	891.0	8910	2.0699
1.6826	892.0	8920	1.9274
1.6826	893.0	8930	2.1415
1.6826	894.0	8940	2.2883
1.6198	895.0	8950	2.0476
1.6198	896.0	8960	2.2307
1.6198	897.0	8970	2.0366
1.6198	898.0	8980	2.2318
1.6198	899.0	8990	1.8846
1.6745	900.0	9000	2.1018
1.6745	901.0	9010	1.9280
1.6745	902.0	9020	1.9235
1.6745	903.0	9030	1.9320
1.6745	904.0	9040	2.0586
1.6756	905.0	9050	2.2404
1.6756	906.0	9060	1.7918
1.6756	907.0	9070	2.0683
1.6756	908.0	9080	2.1354
1.6756	909.0	9090	1.8801
1.6787	910.0	9100	1.9743
1.6787	911.0	9110	1.9033
1.6787	912.0	9120	1.9763
1.6787	913.0	9130	2.4240
1.6787	914.0	9140	2.1385
1.7097	915.0	9150	2.1198
1.7097	916.0	9160	2.0050
1.7097	917.0	9170	2.2088
1.7097	918.0	9180	2.1206
1.7097	919.0	9190	2.0948
1.6659	920.0	9200	1.8802
1.6659	921.0	9210	2.1338
1.6659	922.0	9220	2.1038
1.6659	923.0	9230	1.9181
1.6659	924.0	9240	2.7046
1.6811	925.0	9250	2.0183
1.6811	926.0	9260	1.8901
1.6811	927.0	9270	1.9689
1.6811	928.0	9280	2.0394
1.6811	929.0	9290	2.2120
1.6563	930.0	9300	2.0195
1.6563	931.0	9310	1.9242
1.6563	932.0	9320	1.9250
1.6563	933.0	9330	2.0381
1.6563	934.0	9340	2.0593
1.6305	935.0	9350	2.0884
1.6305	936.0	9360	2.2510
1.6305	937.0	9370	2.1661
1.6305	938.0	9380	2.1428
1.6305	939.0	9390	1.9285
1.7281	940.0	9400	2.2593
1.7281	941.0	9410	1.9035
1.7281	942.0	9420	2.1112
1.7281	943.0	9430	1.8724
1.7281	944.0	9440	2.1733
1.7082	945.0	9450	2.0155
1.7082	946.0	9460	2.3869
1.7082	947.0	9470	1.8851
1.7082	948.0	9480	2.0056
1.7082	949.0	9490	2.2667
1.6896	950.0	9500	1.8944
1.6896	951.0	9510	2.1082
1.6896	952.0	9520	1.9545
1.6896	953.0	9530	1.8668
1.6896	954.0	9540	2.0611
1.6217	955.0	9550	1.9020
1.6217	956.0	9560	1.9017
1.6217	957.0	9570	1.8864
1.6217	958.0	9580	1.8889
1.6217	959.0	9590	2.1421
1.6448	960.0	9600	2.0292
1.6448	961.0	9610	1.9317
1.6448	962.0	9620	2.1516
1.6448	963.0	9630	1.9716
1.6448	964.0	9640	2.1114
1.6824	965.0	9650	2.1036
1.6824	966.0	9660	2.0659
1.6824	967.0	9670	1.9232
1.6824	968.0	9680	1.9512
1.6824	969.0	9690	1.9665
1.6428	970.0	9700	2.0697
1.6428	971.0	9710	2.4811
1.6428	972.0	9720	2.2800
1.6428	973.0	9730	2.0109
1.6428	974.0	9740	1.9637
1.6795	975.0	9750	1.7978
1.6795	976.0	9760	2.2613
1.6795	977.0	9770	2.0626
1.6795	978.0	9780	1.9644
1.6795	979.0	9790	1.9700
1.668	980.0	9800	2.0342
1.668	981.0	9810	1.9443
1.668	982.0	9820	1.9675
1.668	983.0	9830	1.8887
1.668	984.0	9840	1.9073
1.6776	985.0	9850	2.0161
1.6776	986.0	9860	1.8777
1.6776	987.0	9870	2.4692
1.6776	988.0	9880	2.0462
1.6776	989.0	9890	1.9776
1.744	990.0	9900	2.0838
1.744	991.0	9910	2.1438
1.744	992.0	9920	2.2172
1.744	993.0	9930	2.4513
1.744	994.0	9940	1.8723
1.644	995.0	9950	2.9081
1.644	996.0	9960	1.8090
1.644	997.0	9970	1.9621
1.644	998.0	9980	2.1157
1.644	999.0	9990	1.9026
1.6751	1000.0	10000	2.1397

Framework versions

• Transformers 4.46.3
• Pytorch 2.5.1+cu124
• Datasets 3.1.0
• Tokenizers 0.20.3