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result

This model is a fine-tuned version of google/vit-base-patch16-224-in21k on the imagefolder dataset. It achieves the following results on the evaluation set:

  • Loss: 1.9220
  • Accuracy: 0.525

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: 5e-05
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 1800

Training results

Training Loss Epoch Step Validation Loss Accuracy
No log 1.0 20 1.9359 0.3312
No log 2.0 40 1.7000 0.3438
No log 3.0 60 1.5615 0.4437
No log 4.0 80 1.4823 0.3937
No log 5.0 100 1.4394 0.4562
No log 6.0 120 1.3742 0.4938
No log 7.0 140 1.3195 0.5188
No log 8.0 160 1.3895 0.4125
No log 9.0 180 1.3009 0.5375
No log 10.0 200 1.3884 0.4813
No log 11.0 220 1.3708 0.4625
No log 12.0 240 1.3129 0.4875
No log 13.0 260 1.3599 0.5188
No log 14.0 280 1.3418 0.4625
No log 15.0 300 1.3426 0.5062
No log 16.0 320 1.4914 0.475
No log 17.0 340 1.4268 0.4875
No log 18.0 360 1.4285 0.4938
No log 19.0 380 1.4039 0.5375
No log 20.0 400 1.3334 0.5563
No log 21.0 420 1.5743 0.4625
No log 22.0 440 1.4967 0.5062
No log 23.0 460 1.4737 0.4938
No log 24.0 480 1.5848 0.4562
0.7696 25.0 500 1.5294 0.4813
0.7696 26.0 520 1.4846 0.4813
0.7696 27.0 540 1.4071 0.5188
0.7696 28.0 560 1.5364 0.5062
0.7696 29.0 580 1.7020 0.45
0.7696 30.0 600 1.6267 0.5
0.7696 31.0 620 1.8693 0.4625
0.7696 32.0 640 1.7043 0.4813
0.7696 33.0 660 1.7366 0.4562
0.7696 34.0 680 1.6635 0.4688
0.7696 35.0 700 1.6388 0.5437
0.7696 36.0 720 1.6729 0.4875
0.7696 37.0 740 1.5353 0.5437
0.7696 38.0 760 1.7139 0.5
0.7696 39.0 780 1.7944 0.4688
0.7696 40.0 800 1.8076 0.4625
0.7696 41.0 820 1.8508 0.475
0.7696 42.0 840 1.8112 0.4813
0.7696 43.0 860 1.7823 0.5
0.7696 44.0 880 1.9165 0.4625
0.7696 45.0 900 1.8350 0.5
0.7696 46.0 920 1.6834 0.5312
0.7696 47.0 940 1.9291 0.475
0.7696 48.0 960 1.9390 0.45
0.7696 49.0 980 1.9414 0.4313
0.1996 50.0 1000 1.8156 0.5
0.1996 51.0 1020 1.8283 0.4688
0.1996 52.0 1040 1.6130 0.55
0.1996 53.0 1060 1.8624 0.4625
0.1996 54.0 1080 1.7426 0.5437
0.1996 55.0 1100 1.7911 0.5125
0.1996 56.0 1120 1.8840 0.5062
0.1996 57.0 1140 1.8300 0.5125
0.1996 58.0 1160 2.1787 0.3875
0.1996 59.0 1180 2.0125 0.4688
0.1996 60.0 1200 2.1014 0.4313
0.1996 61.0 1220 2.0338 0.4562
0.1996 62.0 1240 2.3885 0.3937
0.1996 63.0 1260 1.9733 0.4688
0.1996 64.0 1280 2.2972 0.45
0.1996 65.0 1300 2.2045 0.4688
0.1996 66.0 1320 2.1051 0.4813
0.1996 67.0 1340 1.9712 0.475
0.1996 68.0 1360 2.0072 0.4688
0.1996 69.0 1380 2.1358 0.4313
0.1996 70.0 1400 2.0465 0.4562
0.1996 71.0 1420 1.8430 0.5687
0.1996 72.0 1440 2.0037 0.5188
0.1996 73.0 1460 2.1324 0.4938
0.1996 74.0 1480 2.0878 0.4875
0.1317 75.0 1500 2.1830 0.4688
0.1317 76.0 1520 2.2916 0.4688
0.1317 77.0 1540 2.3076 0.4625
0.1317 78.0 1560 2.2020 0.5
0.1317 79.0 1580 2.2152 0.4625
0.1317 80.0 1600 2.2169 0.4688
0.1317 81.0 1620 2.3014 0.425
0.1317 82.0 1640 2.4095 0.4688
0.1317 83.0 1660 2.2151 0.4562
0.1317 84.0 1680 2.1781 0.5062
0.1317 85.0 1700 2.0625 0.5312
0.1317 86.0 1720 2.0749 0.4938
0.1317 87.0 1740 2.2508 0.4688
0.1317 88.0 1760 2.5440 0.4
0.1317 89.0 1780 2.1651 0.5
0.1317 90.0 1800 2.1597 0.5062
0.1317 91.0 1820 2.0789 0.5062
0.1317 92.0 1840 2.1269 0.5125
0.1317 93.0 1860 2.2718 0.5
0.1317 94.0 1880 2.3552 0.4375
0.1317 95.0 1900 2.2109 0.4688
0.1317 96.0 1920 2.1035 0.525
0.1317 97.0 1940 2.1731 0.5
0.1317 98.0 1960 2.1556 0.4938
0.1317 99.0 1980 2.4122 0.45
0.0977 100.0 2000 2.1347 0.4625
0.0977 101.0 2020 2.3425 0.475
0.0977 102.0 2040 2.0473 0.5312
0.0977 103.0 2060 2.3313 0.4688
0.0977 104.0 2080 2.3653 0.4313
0.0977 105.0 2100 2.2440 0.4875
0.0977 106.0 2120 2.2452 0.4688
0.0977 107.0 2140 2.4786 0.475
0.0977 108.0 2160 2.2852 0.4875
0.0977 109.0 2180 2.5703 0.4375
0.0977 110.0 2200 2.2940 0.4562
0.0977 111.0 2220 2.2425 0.4938
0.0977 112.0 2240 2.6132 0.425
0.0977 113.0 2260 2.3069 0.4938
0.0977 114.0 2280 2.5454 0.45
0.0977 115.0 2300 2.3490 0.45
0.0977 116.0 2320 2.1099 0.4938
0.0977 117.0 2340 2.4900 0.4625
0.0977 118.0 2360 2.3611 0.475
0.0977 119.0 2380 2.5728 0.45
0.0977 120.0 2400 2.2815 0.4938
0.0977 121.0 2420 2.1724 0.5188
0.0977 122.0 2440 2.2798 0.475
0.0977 123.0 2460 2.6191 0.425
0.0977 124.0 2480 2.2995 0.4938
0.0827 125.0 2500 2.2844 0.4875
0.0827 126.0 2520 2.0739 0.525
0.0827 127.0 2540 2.1881 0.4875
0.0827 128.0 2560 2.0005 0.5687
0.0827 129.0 2580 2.3256 0.475
0.0827 130.0 2600 2.2779 0.4625
0.0827 131.0 2620 2.5013 0.4375
0.0827 132.0 2640 2.6900 0.45
0.0827 133.0 2660 2.6068 0.45
0.0827 134.0 2680 2.6236 0.4562
0.0827 135.0 2700 2.3702 0.4938
0.0827 136.0 2720 2.5647 0.4813
0.0827 137.0 2740 2.4930 0.5188
0.0827 138.0 2760 2.5537 0.475
0.0827 139.0 2780 2.4438 0.4562
0.0827 140.0 2800 2.3787 0.5
0.0827 141.0 2820 2.9480 0.3812
0.0827 142.0 2840 2.7652 0.4313
0.0827 143.0 2860 2.5857 0.4688
0.0827 144.0 2880 2.5887 0.4688
0.0827 145.0 2900 2.6498 0.4562
0.0827 146.0 2920 2.4521 0.4938
0.0827 147.0 2940 2.4939 0.4813
0.0827 148.0 2960 2.7153 0.4375
0.0827 149.0 2980 2.5440 0.475
0.0678 150.0 3000 2.6673 0.45
0.0678 151.0 3020 2.6351 0.4562
0.0678 152.0 3040 2.9105 0.45
0.0678 153.0 3060 2.5392 0.4875
0.0678 154.0 3080 2.7135 0.4437
0.0678 155.0 3100 2.8030 0.4313
0.0678 156.0 3120 2.4985 0.475
0.0678 157.0 3140 2.3997 0.45
0.0678 158.0 3160 2.5420 0.475
0.0678 159.0 3180 2.6948 0.4562
0.0678 160.0 3200 2.7135 0.45
0.0678 161.0 3220 2.5823 0.4813
0.0678 162.0 3240 2.6852 0.4938
0.0678 163.0 3260 2.5767 0.5062
0.0678 164.0 3280 2.4540 0.4875
0.0678 165.0 3300 2.4180 0.5125
0.0678 166.0 3320 2.8142 0.45
0.0678 167.0 3340 2.6409 0.4875
0.0678 168.0 3360 2.8823 0.45
0.0678 169.0 3380 2.9416 0.45
0.0678 170.0 3400 2.8224 0.4437
0.0678 171.0 3420 2.9032 0.45
0.0678 172.0 3440 2.3530 0.5563
0.0678 173.0 3460 2.9034 0.4562
0.0678 174.0 3480 2.7930 0.4375
0.0562 175.0 3500 2.6963 0.4813
0.0562 176.0 3520 2.4176 0.5125
0.0562 177.0 3540 2.6094 0.4813
0.0562 178.0 3560 2.4627 0.5312
0.0562 179.0 3580 2.6081 0.4938
0.0562 180.0 3600 2.8047 0.4875
0.0562 181.0 3620 2.8605 0.4313
0.0562 182.0 3640 2.4689 0.4938
0.0562 183.0 3660 2.2983 0.5125
0.0562 184.0 3680 2.5033 0.5062
0.0562 185.0 3700 2.9531 0.4625
0.0562 186.0 3720 2.6662 0.45
0.0562 187.0 3740 2.6469 0.4938
0.0562 188.0 3760 2.8597 0.4375
0.0562 189.0 3780 2.8897 0.4437
0.0562 190.0 3800 3.0394 0.4188
0.0562 191.0 3820 2.8616 0.4562
0.0562 192.0 3840 2.7181 0.4688
0.0562 193.0 3860 2.9244 0.4437
0.0562 194.0 3880 3.0534 0.4437
0.0562 195.0 3900 3.0271 0.4375
0.0562 196.0 3920 2.7148 0.4813
0.0562 197.0 3940 2.6284 0.5125
0.0562 198.0 3960 2.8167 0.4688
0.0562 199.0 3980 2.9351 0.4188
0.057 200.0 4000 2.7970 0.45
0.057 201.0 4020 2.8597 0.4562
0.057 202.0 4040 2.9538 0.4375
0.057 203.0 4060 2.8555 0.4437
0.057 204.0 4080 2.8521 0.475
0.057 205.0 4100 2.5408 0.4688
0.057 206.0 4120 2.9673 0.4062
0.057 207.0 4140 2.7925 0.4813
0.057 208.0 4160 2.7626 0.5188
0.057 209.0 4180 2.7581 0.4625
0.057 210.0 4200 2.9743 0.4188
0.057 211.0 4220 3.1595 0.3937
0.057 212.0 4240 3.0384 0.4375
0.057 213.0 4260 2.7496 0.4625
0.057 214.0 4280 2.9984 0.4562
0.057 215.0 4300 2.8628 0.4562
0.057 216.0 4320 2.7968 0.4875
0.057 217.0 4340 2.6340 0.4688
0.057 218.0 4360 2.8619 0.4
0.057 219.0 4380 2.5653 0.4813
0.057 220.0 4400 2.6208 0.475
0.057 221.0 4420 2.6570 0.4562
0.057 222.0 4440 2.7422 0.4813
0.057 223.0 4460 2.6744 0.4875
0.057 224.0 4480 2.9295 0.4625
0.0468 225.0 4500 3.2969 0.4313
0.0468 226.0 4520 3.4894 0.3937
0.0468 227.0 4540 3.0995 0.4437
0.0468 228.0 4560 2.7548 0.5125
0.0468 229.0 4580 3.0389 0.4062
0.0468 230.0 4600 3.0848 0.5
0.0468 231.0 4620 2.9161 0.5125
0.0468 232.0 4640 3.0231 0.4313
0.0468 233.0 4660 3.0645 0.4625
0.0468 234.0 4680 2.9188 0.4813
0.0468 235.0 4700 3.0967 0.475
0.0468 236.0 4720 3.0901 0.45
0.0468 237.0 4740 3.1351 0.45
0.0468 238.0 4760 2.9522 0.4875
0.0468 239.0 4780 3.0772 0.45
0.0468 240.0 4800 2.9043 0.4813
0.0468 241.0 4820 3.3294 0.4625
0.0468 242.0 4840 3.2249 0.4437
0.0468 243.0 4860 3.1751 0.4313
0.0468 244.0 4880 2.9019 0.4688
0.0468 245.0 4900 2.7966 0.4938
0.0468 246.0 4920 2.9222 0.4562
0.0468 247.0 4940 3.1651 0.4375
0.0468 248.0 4960 2.7514 0.4688
0.0468 249.0 4980 2.9990 0.45
0.0426 250.0 5000 3.0313 0.4562
0.0426 251.0 5020 2.7370 0.5
0.0426 252.0 5040 2.8581 0.4375
0.0426 253.0 5060 3.1290 0.475
0.0426 254.0 5080 3.0731 0.4562
0.0426 255.0 5100 3.1282 0.4313
0.0426 256.0 5120 3.0662 0.45
0.0426 257.0 5140 2.9660 0.4938
0.0426 258.0 5160 2.9174 0.4688
0.0426 259.0 5180 2.9916 0.4625
0.0426 260.0 5200 3.0074 0.4437
0.0426 261.0 5220 2.9837 0.4625
0.0426 262.0 5240 3.2077 0.45
0.0426 263.0 5260 3.2962 0.425
0.0426 264.0 5280 3.1415 0.4625
0.0426 265.0 5300 2.9917 0.4562
0.0426 266.0 5320 3.2142 0.4562
0.0426 267.0 5340 2.8578 0.45
0.0426 268.0 5360 3.0277 0.4688
0.0426 269.0 5380 2.8797 0.475
0.0426 270.0 5400 2.9029 0.4813
0.0426 271.0 5420 3.0227 0.4625
0.0426 272.0 5440 3.6089 0.3937
0.0426 273.0 5460 3.1739 0.45
0.0426 274.0 5480 3.1577 0.4188
0.04 275.0 5500 3.0820 0.4313
0.04 276.0 5520 3.5281 0.4
0.04 277.0 5540 3.1588 0.4313
0.04 278.0 5560 3.5528 0.3688
0.04 279.0 5580 3.2040 0.45
0.04 280.0 5600 3.2094 0.425
0.04 281.0 5620 3.0805 0.4938
0.04 282.0 5640 3.1807 0.4313
0.04 283.0 5660 2.9768 0.475
0.04 284.0 5680 3.3472 0.425
0.04 285.0 5700 3.0625 0.5
0.04 286.0 5720 3.4767 0.3625
0.04 287.0 5740 3.0846 0.4938
0.04 288.0 5760 3.0279 0.4437
0.04 289.0 5780 2.8044 0.4813
0.04 290.0 5800 3.2954 0.4313
0.04 291.0 5820 3.1181 0.4625
0.04 292.0 5840 3.4994 0.4
0.04 293.0 5860 3.1835 0.4688
0.04 294.0 5880 3.2303 0.45
0.04 295.0 5900 3.1078 0.4562
0.04 296.0 5920 3.2544 0.4562
0.04 297.0 5940 3.1570 0.4625
0.04 298.0 5960 3.3763 0.4375
0.04 299.0 5980 3.1884 0.4437
0.0382 300.0 6000 3.2789 0.4313
0.0382 301.0 6020 3.2098 0.4375
0.0382 302.0 6040 3.4803 0.4313
0.0382 303.0 6060 3.1617 0.4813
0.0382 304.0 6080 3.3710 0.4188
0.0382 305.0 6100 3.2617 0.4688
0.0382 306.0 6120 2.7541 0.5062
0.0382 307.0 6140 3.0187 0.4813
0.0382 308.0 6160 3.2773 0.4437
0.0382 309.0 6180 3.4089 0.4
0.0382 310.0 6200 3.1753 0.4813
0.0382 311.0 6220 3.3937 0.45
0.0382 312.0 6240 3.2917 0.45
0.0382 313.0 6260 3.2444 0.4437
0.0382 314.0 6280 3.2762 0.475
0.0382 315.0 6300 3.8768 0.375
0.0382 316.0 6320 3.2062 0.4688
0.0382 317.0 6340 3.2894 0.4375
0.0382 318.0 6360 3.6226 0.4062
0.0382 319.0 6380 3.1565 0.4813
0.0382 320.0 6400 3.3502 0.4125
0.0382 321.0 6420 3.2736 0.3875
0.0382 322.0 6440 3.0040 0.4813
0.0382 323.0 6460 3.8200 0.3688
0.0382 324.0 6480 3.4865 0.4375
0.0349 325.0 6500 3.3872 0.4375
0.0349 326.0 6520 3.0889 0.45
0.0349 327.0 6540 2.8377 0.5375
0.0349 328.0 6560 3.3513 0.4875
0.0349 329.0 6580 3.5543 0.4437
0.0349 330.0 6600 2.9815 0.4875
0.0349 331.0 6620 3.3278 0.45
0.0349 332.0 6640 3.9210 0.375
0.0349 333.0 6660 3.4957 0.45
0.0349 334.0 6680 3.4223 0.4375
0.0349 335.0 6700 3.1300 0.4562
0.0349 336.0 6720 3.3934 0.4313
0.0349 337.0 6740 3.5310 0.4375
0.0349 338.0 6760 3.1875 0.4313
0.0349 339.0 6780 3.4503 0.4437
0.0349 340.0 6800 3.4259 0.4625
0.0349 341.0 6820 3.6575 0.4062
0.0349 342.0 6840 3.1022 0.4375
0.0349 343.0 6860 3.4671 0.4188
0.0349 344.0 6880 3.5856 0.4188
0.0349 345.0 6900 2.9174 0.4688
0.0349 346.0 6920 3.5393 0.45
0.0349 347.0 6940 3.4636 0.4375
0.0349 348.0 6960 3.2146 0.4562
0.0349 349.0 6980 3.0847 0.475
0.0318 350.0 7000 3.2052 0.4437
0.0318 351.0 7020 3.5054 0.4437
0.0318 352.0 7040 3.5142 0.4188
0.0318 353.0 7060 3.4930 0.4437
0.0318 354.0 7080 3.9408 0.3812
0.0318 355.0 7100 3.3215 0.4562
0.0318 356.0 7120 3.3813 0.4688
0.0318 357.0 7140 3.5083 0.4125
0.0318 358.0 7160 3.1071 0.4813
0.0318 359.0 7180 3.5029 0.3812
0.0318 360.0 7200 3.5051 0.4313
0.0318 361.0 7220 3.4513 0.4125
0.0318 362.0 7240 3.5237 0.3688
0.0318 363.0 7260 3.2317 0.4375
0.0318 364.0 7280 3.0601 0.4437
0.0318 365.0 7300 3.4410 0.425
0.0318 366.0 7320 3.3116 0.4625
0.0318 367.0 7340 3.1982 0.4562
0.0318 368.0 7360 3.2302 0.4562
0.0318 369.0 7380 3.5717 0.4125
0.0318 370.0 7400 3.4187 0.4313
0.0318 371.0 7420 3.4551 0.425
0.0318 372.0 7440 3.0788 0.4562
0.0318 373.0 7460 3.2915 0.4375
0.0318 374.0 7480 3.3532 0.4062
0.0357 375.0 7500 3.3622 0.425
0.0357 376.0 7520 3.3796 0.4688
0.0357 377.0 7540 3.2372 0.425
0.0357 378.0 7560 3.2143 0.3937
0.0357 379.0 7580 3.3463 0.4313
0.0357 380.0 7600 3.4963 0.4437
0.0357 381.0 7620 3.1806 0.4875
0.0357 382.0 7640 3.1950 0.4688
0.0357 383.0 7660 3.1060 0.475
0.0357 384.0 7680 2.9067 0.4875
0.0357 385.0 7700 3.1335 0.4813
0.0357 386.0 7720 3.2285 0.4375
0.0357 387.0 7740 3.0354 0.4125
0.0357 388.0 7760 3.2069 0.4562
0.0357 389.0 7780 3.4125 0.4
0.0357 390.0 7800 3.2239 0.4625
0.0357 391.0 7820 3.2496 0.4437
0.0357 392.0 7840 3.3561 0.4625
0.0357 393.0 7860 3.1828 0.4813
0.0357 394.0 7880 3.0005 0.5062
0.0357 395.0 7900 3.4974 0.425
0.0357 396.0 7920 3.1360 0.45
0.0357 397.0 7940 3.1796 0.4688
0.0357 398.0 7960 3.1684 0.4625
0.0357 399.0 7980 2.9675 0.5062
0.0302 400.0 8000 2.9046 0.5
0.0302 401.0 8020 2.7038 0.5125
0.0302 402.0 8040 3.1627 0.4313
0.0302 403.0 8060 3.0134 0.4625
0.0302 404.0 8080 3.1592 0.4875
0.0302 405.0 8100 2.9817 0.4688
0.0302 406.0 8120 3.1300 0.4313
0.0302 407.0 8140 3.0839 0.4562
0.0302 408.0 8160 3.1801 0.475
0.0302 409.0 8180 3.0124 0.4875
0.0302 410.0 8200 3.2851 0.4188
0.0302 411.0 8220 3.2214 0.45
0.0302 412.0 8240 3.0285 0.4688
0.0302 413.0 8260 2.9726 0.4625
0.0302 414.0 8280 3.1517 0.4688
0.0302 415.0 8300 3.3736 0.4062
0.0302 416.0 8320 3.3029 0.425
0.0302 417.0 8340 3.2084 0.4375
0.0302 418.0 8360 3.1573 0.4875
0.0302 419.0 8380 3.3459 0.4688
0.0302 420.0 8400 3.2369 0.425
0.0302 421.0 8420 2.9963 0.5
0.0302 422.0 8440 3.5376 0.4437
0.0302 423.0 8460 3.3789 0.4562
0.0302 424.0 8480 3.0998 0.4938
0.0298 425.0 8500 3.1335 0.5125
0.0298 426.0 8520 2.8846 0.4813
0.0298 427.0 8540 3.2781 0.45
0.0298 428.0 8560 3.4510 0.4562
0.0298 429.0 8580 3.2550 0.4875
0.0298 430.0 8600 3.7350 0.4375
0.0298 431.0 8620 2.9008 0.5312
0.0298 432.0 8640 3.4151 0.4625
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0.005 1332.0 26640 4.4005 0.4625
0.005 1333.0 26660 4.1342 0.4188
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0.005 1335.0 26700 4.2563 0.4562
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0.005 1337.0 26740 4.9805 0.3875
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0.005 1339.0 26780 4.3909 0.4313
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0.005 1342.0 26840 4.2962 0.4437
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0.005 1345.0 26900 4.3270 0.4313
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0.005 1349.0 26980 4.3403 0.4062
0.006 1350.0 27000 4.3137 0.425
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0.006 1352.0 27040 4.1153 0.4688
0.006 1353.0 27060 4.2514 0.425
0.006 1354.0 27080 4.0539 0.4313
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0.006 1357.0 27140 4.4653 0.4188
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0.006 1359.0 27180 4.5554 0.425
0.006 1360.0 27200 4.4887 0.4188
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0.006 1362.0 27240 4.2000 0.425
0.006 1363.0 27260 4.3322 0.425
0.006 1364.0 27280 4.4221 0.3937
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0.006 1366.0 27320 4.6468 0.4188
0.006 1367.0 27340 4.2889 0.4125
0.006 1368.0 27360 4.6748 0.3812
0.006 1369.0 27380 4.3525 0.4313
0.006 1370.0 27400 4.2749 0.425
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0.006 1372.0 27440 4.5490 0.425
0.006 1373.0 27460 4.3331 0.4313
0.006 1374.0 27480 4.3431 0.425
0.0036 1375.0 27500 4.2889 0.4313
0.0036 1376.0 27520 4.4246 0.4188
0.0036 1377.0 27540 4.5457 0.3937
0.0036 1378.0 27560 4.3169 0.425
0.0036 1379.0 27580 4.2755 0.4313
0.0036 1380.0 27600 3.8897 0.4688
0.0036 1381.0 27620 4.2587 0.4062
0.0036 1382.0 27640 4.3104 0.45
0.0036 1383.0 27660 4.3967 0.4375
0.0036 1384.0 27680 4.2991 0.4188
0.0036 1385.0 27700 4.3327 0.425
0.0036 1386.0 27720 4.2342 0.45
0.0036 1387.0 27740 4.3466 0.4125
0.0036 1388.0 27760 4.4583 0.4188
0.0036 1389.0 27780 4.3765 0.45
0.0036 1390.0 27800 4.0459 0.4375
0.0036 1391.0 27820 4.3795 0.425
0.0036 1392.0 27840 4.6125 0.45
0.0036 1393.0 27860 4.4663 0.4
0.0036 1394.0 27880 4.1308 0.4562
0.0036 1395.0 27900 4.4633 0.4313
0.0036 1396.0 27920 4.4961 0.4
0.0036 1397.0 27940 4.3077 0.4437
0.0036 1398.0 27960 4.0803 0.4562
0.0036 1399.0 27980 4.4903 0.4375
0.0034 1400.0 28000 4.3928 0.4437
0.0034 1401.0 28020 4.5967 0.3812
0.0034 1402.0 28040 4.0998 0.4375
0.0034 1403.0 28060 4.6208 0.4
0.0034 1404.0 28080 4.3212 0.425
0.0034 1405.0 28100 4.1624 0.4688
0.0034 1406.0 28120 4.2164 0.4625
0.0034 1407.0 28140 4.1787 0.45
0.0034 1408.0 28160 3.9653 0.4625
0.0034 1409.0 28180 4.3086 0.45
0.0034 1410.0 28200 4.6358 0.4062
0.0034 1411.0 28220 4.0858 0.4625
0.0034 1412.0 28240 4.1072 0.4437
0.0034 1413.0 28260 4.3181 0.425
0.0034 1414.0 28280 3.9804 0.4625
0.0034 1415.0 28300 3.9853 0.4875
0.0034 1416.0 28320 4.0623 0.4813
0.0034 1417.0 28340 3.8128 0.4875
0.0034 1418.0 28360 4.6040 0.4
0.0034 1419.0 28380 3.8567 0.4938
0.0034 1420.0 28400 3.7708 0.5125
0.0034 1421.0 28420 3.4741 0.5125
0.0034 1422.0 28440 4.2814 0.4437
0.0034 1423.0 28460 3.9871 0.4625
0.0034 1424.0 28480 4.0107 0.475
0.0047 1425.0 28500 4.2820 0.4562
0.0047 1426.0 28520 3.8534 0.475
0.0047 1427.0 28540 4.2745 0.4562
0.0047 1428.0 28560 4.1502 0.5
0.0047 1429.0 28580 3.7872 0.5062
0.0047 1430.0 28600 4.3555 0.4313
0.0047 1431.0 28620 4.1901 0.475
0.0047 1432.0 28640 4.2431 0.4688
0.0047 1433.0 28660 4.4078 0.4313
0.0047 1434.0 28680 4.1095 0.4625
0.0047 1435.0 28700 4.6224 0.4062
0.0047 1436.0 28720 4.3126 0.4625
0.0047 1437.0 28740 4.0261 0.5125
0.0047 1438.0 28760 4.2725 0.45
0.0047 1439.0 28780 4.1122 0.4688
0.0047 1440.0 28800 3.9937 0.4813
0.0047 1441.0 28820 3.6109 0.5188
0.0047 1442.0 28840 3.9638 0.4813
0.0047 1443.0 28860 4.0850 0.4813
0.0047 1444.0 28880 4.0250 0.4562
0.0047 1445.0 28900 4.0536 0.4625
0.0047 1446.0 28920 4.4374 0.4375
0.0047 1447.0 28940 3.8108 0.4688
0.0047 1448.0 28960 4.2085 0.4313
0.0047 1449.0 28980 4.1121 0.4562
0.0032 1450.0 29000 4.1619 0.4625
0.0032 1451.0 29020 4.7062 0.3937
0.0032 1452.0 29040 4.1234 0.45
0.0032 1453.0 29060 3.9383 0.4625
0.0032 1454.0 29080 4.2745 0.4625
0.0032 1455.0 29100 4.7556 0.3937
0.0032 1456.0 29120 4.2548 0.45
0.0032 1457.0 29140 4.4536 0.4
0.0032 1458.0 29160 4.0930 0.4562
0.0032 1459.0 29180 4.2629 0.4437
0.0032 1460.0 29200 3.9561 0.4688
0.0032 1461.0 29220 4.2350 0.4625
0.0032 1462.0 29240 3.8592 0.4562
0.0032 1463.0 29260 4.4517 0.425
0.0032 1464.0 29280 4.0939 0.4562
0.0032 1465.0 29300 4.5052 0.4062
0.0032 1466.0 29320 4.1403 0.4562
0.0032 1467.0 29340 4.2759 0.4375
0.0032 1468.0 29360 4.4223 0.4188
0.0032 1469.0 29380 4.1617 0.4437
0.0032 1470.0 29400 4.1704 0.45
0.0032 1471.0 29420 4.1953 0.4437
0.0032 1472.0 29440 4.5969 0.4125
0.0032 1473.0 29460 4.0838 0.4125
0.0032 1474.0 29480 4.1037 0.475
0.0026 1475.0 29500 4.4736 0.425
0.0026 1476.0 29520 4.1739 0.4375
0.0026 1477.0 29540 4.4631 0.4313
0.0026 1478.0 29560 4.0640 0.4688
0.0026 1479.0 29580 4.3784 0.4188
0.0026 1480.0 29600 3.9759 0.4938
0.0026 1481.0 29620 4.1922 0.4437
0.0026 1482.0 29640 4.4038 0.4313
0.0026 1483.0 29660 4.5526 0.4062
0.0026 1484.0 29680 4.3722 0.4375
0.0026 1485.0 29700 3.7894 0.5
0.0026 1486.0 29720 4.3543 0.45
0.0026 1487.0 29740 4.2883 0.4375
0.0026 1488.0 29760 4.0720 0.4313
0.0026 1489.0 29780 4.3037 0.4625
0.0026 1490.0 29800 4.1847 0.45
0.0026 1491.0 29820 4.4365 0.4188
0.0026 1492.0 29840 4.0914 0.475
0.0026 1493.0 29860 3.6907 0.5188
0.0026 1494.0 29880 4.5732 0.3875
0.0026 1495.0 29900 4.4849 0.425
0.0026 1496.0 29920 4.2805 0.4437
0.0026 1497.0 29940 4.6044 0.4188
0.0026 1498.0 29960 4.5029 0.4313
0.0026 1499.0 29980 4.3098 0.45
0.0025 1500.0 30000 4.4252 0.4313
0.0025 1501.0 30020 4.3304 0.4688
0.0025 1502.0 30040 3.8677 0.475
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0.0025 1506.0 30120 4.2633 0.4625
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0.0025 1509.0 30180 4.3062 0.4437
0.0025 1510.0 30200 4.3895 0.4625
0.0025 1511.0 30220 4.4050 0.4375
0.0025 1512.0 30240 4.4463 0.4437
0.0025 1513.0 30260 4.2655 0.4562
0.0025 1514.0 30280 4.5113 0.4188
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0.0025 1516.0 30320 3.8330 0.4813
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0.0025 1520.0 30400 4.6525 0.4375
0.0025 1521.0 30420 4.2727 0.475
0.0025 1522.0 30440 4.4324 0.4313
0.0025 1523.0 30460 4.0951 0.4813
0.0025 1524.0 30480 4.3070 0.45
0.0019 1525.0 30500 4.5643 0.4313
0.0019 1526.0 30520 4.5648 0.4437
0.0019 1527.0 30540 4.4071 0.4875
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0.0019 1529.0 30580 4.3231 0.4313
0.0019 1530.0 30600 4.3692 0.4562
0.0019 1531.0 30620 4.2906 0.45
0.0019 1532.0 30640 4.5257 0.4562
0.0019 1533.0 30660 4.0816 0.5062
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0.0019 1535.0 30700 4.3389 0.45
0.0019 1536.0 30720 4.5157 0.4437
0.0019 1537.0 30740 4.5335 0.4125
0.0019 1538.0 30760 4.6383 0.4313
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0.0019 1540.0 30800 4.7220 0.4188
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0.0019 1545.0 30900 4.5650 0.4375
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0.0019 1548.0 30960 4.3277 0.45
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0.0016 1550.0 31000 4.3614 0.4562
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0.0016 1560.0 31200 4.6170 0.4437
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0.0016 1563.0 31260 4.3194 0.475
0.0016 1564.0 31280 4.6388 0.4375
0.0016 1565.0 31300 4.5400 0.4437
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0.0013 1578.0 31560 4.7327 0.4188
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0.0013 1586.0 31720 4.6498 0.4437
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0.0013 1589.0 31780 4.6276 0.4313
0.0013 1590.0 31800 4.4480 0.4562
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0.0013 1593.0 31860 4.5623 0.4313
0.0013 1594.0 31880 4.5241 0.4313
0.0013 1595.0 31900 4.2408 0.4813
0.0013 1596.0 31920 4.5973 0.4562
0.0013 1597.0 31940 4.3464 0.4562
0.0013 1598.0 31960 4.2892 0.4813
0.0013 1599.0 31980 4.7553 0.45
0.0015 1600.0 32000 4.3816 0.4625
0.0015 1601.0 32020 4.0371 0.4562
0.0015 1602.0 32040 4.4789 0.4562
0.0015 1603.0 32060 4.3964 0.4562
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0.0015 1606.0 32120 4.4574 0.4188
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0.0015 1608.0 32160 4.6909 0.4125
0.0015 1609.0 32180 4.2839 0.4875
0.0015 1610.0 32200 3.9676 0.475
0.0015 1611.0 32220 4.4378 0.4188
0.0015 1612.0 32240 4.5865 0.4125
0.0015 1613.0 32260 4.4135 0.4562
0.0015 1614.0 32280 4.5082 0.4
0.0015 1615.0 32300 4.6285 0.4688
0.0015 1616.0 32320 4.4791 0.4313
0.0015 1617.0 32340 4.3933 0.4437
0.0015 1618.0 32360 4.1143 0.4813
0.0015 1619.0 32380 4.6263 0.4625
0.0015 1620.0 32400 4.5090 0.45
0.0015 1621.0 32420 4.4287 0.4125
0.0015 1622.0 32440 4.2223 0.475
0.0015 1623.0 32460 4.2725 0.4562
0.0015 1624.0 32480 4.6868 0.4437
0.0022 1625.0 32500 4.6212 0.4437
0.0022 1626.0 32520 4.4467 0.4625
0.0022 1627.0 32540 4.3089 0.4375
0.0022 1628.0 32560 4.2400 0.45
0.0022 1629.0 32580 4.3407 0.4562
0.0022 1630.0 32600 4.5160 0.4562
0.0022 1631.0 32620 4.5982 0.45
0.0022 1632.0 32640 4.4638 0.4562
0.0022 1633.0 32660 4.6747 0.4437
0.0022 1634.0 32680 4.2824 0.4938
0.0022 1635.0 32700 4.2233 0.4813
0.0022 1636.0 32720 4.4440 0.4437
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0.0022 1638.0 32760 4.3305 0.475
0.0022 1639.0 32780 4.5131 0.4625
0.0022 1640.0 32800 4.5028 0.4437
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0.0022 1643.0 32860 4.7180 0.4375
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0.0022 1645.0 32900 4.8204 0.4125
0.0022 1646.0 32920 4.4273 0.45
0.0022 1647.0 32940 4.2365 0.4562
0.0022 1648.0 32960 4.6742 0.4125
0.0022 1649.0 32980 4.5800 0.4
0.0014 1650.0 33000 4.7730 0.425
0.0014 1651.0 33020 4.6168 0.3937
0.0014 1652.0 33040 4.1284 0.4938
0.0014 1653.0 33060 4.6796 0.45
0.0014 1654.0 33080 4.4669 0.45
0.0014 1655.0 33100 4.6533 0.4437
0.0014 1656.0 33120 4.7979 0.4562
0.0014 1657.0 33140 4.5899 0.4188
0.0014 1658.0 33160 4.6176 0.425
0.0014 1659.0 33180 4.4801 0.4375
0.0014 1660.0 33200 4.1640 0.4938
0.0014 1661.0 33220 4.4814 0.4437
0.0014 1662.0 33240 4.9197 0.4
0.0014 1663.0 33260 4.9488 0.4188
0.0014 1664.0 33280 4.7382 0.4125
0.0014 1665.0 33300 4.4478 0.4437
0.0014 1666.0 33320 4.9659 0.3812
0.0014 1667.0 33340 4.4009 0.4313
0.0014 1668.0 33360 4.9179 0.3875
0.0014 1669.0 33380 4.5327 0.425
0.0014 1670.0 33400 4.4089 0.4562
0.0014 1671.0 33420 4.6526 0.45
0.0014 1672.0 33440 4.6015 0.4313
0.0014 1673.0 33460 4.7429 0.4062
0.0014 1674.0 33480 4.5765 0.4125
0.0027 1675.0 33500 4.0842 0.5
0.0027 1676.0 33520 4.4751 0.425
0.0027 1677.0 33540 4.5877 0.4188
0.0027 1678.0 33560 4.2513 0.4938
0.0027 1679.0 33580 4.5077 0.4625
0.0027 1680.0 33600 4.6122 0.4437
0.0027 1681.0 33620 4.9284 0.3812
0.0027 1682.0 33640 4.6758 0.425
0.0027 1683.0 33660 4.8483 0.425
0.0027 1684.0 33680 4.6702 0.4125
0.0027 1685.0 33700 4.3942 0.45
0.0027 1686.0 33720 4.4706 0.45
0.0027 1687.0 33740 4.9632 0.4062
0.0027 1688.0 33760 4.8766 0.3937
0.0027 1689.0 33780 4.5525 0.4375
0.0027 1690.0 33800 4.0650 0.4813
0.0027 1691.0 33820 4.6886 0.4437
0.0027 1692.0 33840 4.8246 0.3812
0.0027 1693.0 33860 4.3335 0.475
0.0027 1694.0 33880 4.5089 0.4625
0.0027 1695.0 33900 4.3285 0.5
0.0027 1696.0 33920 4.3155 0.4562
0.0027 1697.0 33940 4.5403 0.45
0.0027 1698.0 33960 4.3399 0.475
0.0027 1699.0 33980 4.6765 0.45
0.002 1700.0 34000 4.5127 0.4125
0.002 1701.0 34020 4.6507 0.4062
0.002 1702.0 34040 4.5099 0.4313
0.002 1703.0 34060 4.3625 0.45
0.002 1704.0 34080 4.4734 0.4313
0.002 1705.0 34100 4.7544 0.4125
0.002 1706.0 34120 4.6264 0.4562
0.002 1707.0 34140 4.6009 0.4437
0.002 1708.0 34160 4.6268 0.4062
0.002 1709.0 34180 4.7449 0.4188
0.002 1710.0 34200 4.3802 0.4437
0.002 1711.0 34220 4.4215 0.4437
0.002 1712.0 34240 4.5731 0.45
0.002 1713.0 34260 4.9782 0.4062
0.002 1714.0 34280 4.6929 0.4125
0.002 1715.0 34300 4.3126 0.4688
0.002 1716.0 34320 4.7460 0.4313
0.002 1717.0 34340 4.6794 0.4437
0.002 1718.0 34360 4.3370 0.4688
0.002 1719.0 34380 4.7685 0.4062
0.002 1720.0 34400 4.4110 0.4625
0.002 1721.0 34420 4.5291 0.4375
0.002 1722.0 34440 4.3143 0.425
0.002 1723.0 34460 4.3935 0.45
0.002 1724.0 34480 4.6783 0.4437
0.0015 1725.0 34500 4.1125 0.4688
0.0015 1726.0 34520 4.4470 0.4562
0.0015 1727.0 34540 4.5772 0.425
0.0015 1728.0 34560 4.2445 0.475
0.0015 1729.0 34580 4.2929 0.4688
0.0015 1730.0 34600 4.7872 0.4062
0.0015 1731.0 34620 4.5864 0.4437
0.0015 1732.0 34640 4.3213 0.4562
0.0015 1733.0 34660 4.5169 0.4437
0.0015 1734.0 34680 4.3125 0.4625
0.0015 1735.0 34700 4.3828 0.4625
0.0015 1736.0 34720 4.4733 0.425
0.0015 1737.0 34740 4.0950 0.4813
0.0015 1738.0 34760 4.4559 0.45
0.0015 1739.0 34780 4.6733 0.4
0.0015 1740.0 34800 4.2444 0.425
0.0015 1741.0 34820 4.6119 0.4625
0.0015 1742.0 34840 4.1588 0.4625
0.0015 1743.0 34860 4.5513 0.425
0.0015 1744.0 34880 4.6133 0.425
0.0015 1745.0 34900 4.4339 0.4688
0.0015 1746.0 34920 4.4911 0.4625
0.0015 1747.0 34940 4.5370 0.425
0.0015 1748.0 34960 4.7383 0.45
0.0015 1749.0 34980 4.6910 0.4188
0.0012 1750.0 35000 4.6374 0.45
0.0012 1751.0 35020 4.1947 0.4688
0.0012 1752.0 35040 4.6004 0.4562
0.0012 1753.0 35060 4.3796 0.4688
0.0012 1754.0 35080 4.5310 0.4375
0.0012 1755.0 35100 4.1911 0.4188
0.0012 1756.0 35120 4.6794 0.4375
0.0012 1757.0 35140 4.4804 0.45
0.0012 1758.0 35160 4.7100 0.4125
0.0012 1759.0 35180 4.6138 0.4188
0.0012 1760.0 35200 4.3054 0.4688
0.0012 1761.0 35220 4.5865 0.4
0.0012 1762.0 35240 4.4759 0.4625
0.0012 1763.0 35260 4.5921 0.4437
0.0012 1764.0 35280 4.2419 0.4562
0.0012 1765.0 35300 4.7745 0.4062
0.0012 1766.0 35320 4.4570 0.45
0.0012 1767.0 35340 4.5788 0.4
0.0012 1768.0 35360 4.4847 0.4688
0.0012 1769.0 35380 4.3006 0.4562
0.0012 1770.0 35400 4.7197 0.4188
0.0012 1771.0 35420 4.5979 0.4375
0.0012 1772.0 35440 4.5722 0.4437
0.0012 1773.0 35460 4.2994 0.4562
0.0012 1774.0 35480 4.8098 0.3937
0.0017 1775.0 35500 4.5114 0.45
0.0017 1776.0 35520 4.5021 0.4562
0.0017 1777.0 35540 4.1614 0.4938
0.0017 1778.0 35560 4.7056 0.4437
0.0017 1779.0 35580 4.8137 0.4125
0.0017 1780.0 35600 4.5691 0.4313
0.0017 1781.0 35620 4.6427 0.4375
0.0017 1782.0 35640 4.8854 0.4
0.0017 1783.0 35660 4.5171 0.4
0.0017 1784.0 35680 4.6535 0.45
0.0017 1785.0 35700 4.5889 0.45
0.0017 1786.0 35720 4.5938 0.4125
0.0017 1787.0 35740 4.4902 0.4562
0.0017 1788.0 35760 4.7832 0.4437
0.0017 1789.0 35780 4.3620 0.4688
0.0017 1790.0 35800 4.4779 0.4562
0.0017 1791.0 35820 4.7021 0.4313
0.0017 1792.0 35840 4.5891 0.4188
0.0017 1793.0 35860 4.6035 0.4437
0.0017 1794.0 35880 4.9130 0.3937
0.0017 1795.0 35900 4.7592 0.425
0.0017 1796.0 35920 4.5612 0.4313
0.0017 1797.0 35940 4.5902 0.4313
0.0017 1798.0 35960 4.7170 0.3875
0.0017 1799.0 35980 4.9191 0.3937
0.0013 1800.0 36000 4.2995 0.4562

Framework versions

  • Transformers 4.37.2
  • Pytorch 2.3.0
  • Datasets 2.15.0
  • Tokenizers 0.15.1
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