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# vit-msn-small-wbc-classifier-lowlr-500

This model is a fine-tuned version of [facebook/vit-msn-small](https://huggingface.co/facebook/vit-msn-small) on the imagefolder dataset.
It achieves the following results on the evaluation set:
- Loss: 0.2021
- Accuracy: 0.9250

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 1e-07
- train_batch_size: 64
- eval_batch_size: 64
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 256
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 500

### Training results

| Training Loss | Epoch | Step   | Validation Loss | Accuracy |
|:-------------:|:-----:|:------:|:---------------:|:--------:|
| 1.5458        | 1.0   | 208    | 1.6083          | 0.3335   |
| 1.5553        | 2.0   | 416    | 1.5834          | 0.3335   |
| 1.5144        | 3.0   | 624    | 1.5428          | 0.3335   |
| 1.4408        | 4.0   | 832    | 1.4865          | 0.3335   |
| 1.3689        | 5.0   | 1040   | 1.4168          | 0.3335   |
| 1.3224        | 6.0   | 1248   | 1.3352          | 0.3343   |
| 1.228         | 7.0   | 1456   | 1.2446          | 0.3462   |
| 1.1529        | 8.0   | 1664   | 1.1526          | 0.4247   |
| 1.0773        | 9.0   | 1872   | 1.0670          | 0.5535   |
| 1.0057        | 10.0  | 2080   | 1.0025          | 0.6327   |
| 0.9576        | 11.0  | 2288   | 0.9550          | 0.6800   |
| 0.9039        | 12.0  | 2496   | 0.9114          | 0.7124   |
| 0.8684        | 13.0  | 2704   | 0.8636          | 0.7392   |
| 0.8352        | 14.0  | 2912   | 0.8112          | 0.7623   |
| 0.782         | 15.0  | 3120   | 0.7614          | 0.7764   |
| 0.7359        | 16.0  | 3328   | 0.7145          | 0.7867   |
| 0.7044        | 17.0  | 3536   | 0.6702          | 0.7948   |
| 0.6568        | 18.0  | 3744   | 0.6311          | 0.8020   |
| 0.6296        | 19.0  | 3952   | 0.5987          | 0.8069   |
| 0.6315        | 20.0  | 4160   | 0.5693          | 0.8136   |
| 0.6146        | 21.0  | 4368   | 0.5437          | 0.8181   |
| 0.5632        | 22.0  | 4576   | 0.5216          | 0.8247   |
| 0.5705        | 23.0  | 4784   | 0.5022          | 0.8309   |
| 0.5503        | 24.0  | 4992   | 0.4832          | 0.8363   |
| 0.5541        | 25.0  | 5200   | 0.4666          | 0.8425   |
| 0.5263        | 26.0  | 5408   | 0.4504          | 0.8468   |
| 0.4947        | 27.0  | 5616   | 0.4357          | 0.8514   |
| 0.5           | 28.0  | 5824   | 0.4245          | 0.8547   |
| 0.4959        | 29.0  | 6032   | 0.4112          | 0.8582   |
| 0.4929        | 30.0  | 6240   | 0.4005          | 0.8609   |
| 0.4578        | 31.0  | 6448   | 0.3910          | 0.8628   |
| 0.4565        | 32.0  | 6656   | 0.3816          | 0.8654   |
| 0.4492        | 33.0  | 6864   | 0.3737          | 0.8684   |
| 0.4319        | 34.0  | 7072   | 0.3654          | 0.8705   |
| 0.4395        | 35.0  | 7280   | 0.3587          | 0.8722   |
| 0.4436        | 36.0  | 7488   | 0.3498          | 0.8751   |
| 0.4196        | 37.0  | 7696   | 0.3440          | 0.8769   |
| 0.4138        | 38.0  | 7904   | 0.3381          | 0.8789   |
| 0.4414        | 39.0  | 8112   | 0.3336          | 0.8805   |
| 0.424         | 40.0  | 8320   | 0.3303          | 0.8813   |
| 0.4058        | 41.0  | 8528   | 0.3241          | 0.8832   |
| 0.3714        | 42.0  | 8736   | 0.3210          | 0.8844   |
| 0.384         | 43.0  | 8944   | 0.3196          | 0.8848   |
| 0.3795        | 44.0  | 9152   | 0.3163          | 0.8861   |
| 0.4052        | 45.0  | 9360   | 0.3080          | 0.8895   |
| 0.3864        | 46.0  | 9568   | 0.3097          | 0.8865   |
| 0.3881        | 47.0  | 9776   | 0.3012          | 0.8910   |
| 0.3606        | 48.0  | 9984   | 0.3056          | 0.8877   |
| 0.3765        | 49.0  | 10192  | 0.2981          | 0.8907   |
| 0.3762        | 50.0  | 10400  | 0.2946          | 0.8922   |
| 0.3535        | 51.0  | 10608  | 0.3004          | 0.8899   |
| 0.3667        | 52.0  | 10816  | 0.2918          | 0.8924   |
| 0.3663        | 53.0  | 11024  | 0.2921          | 0.8923   |
| 0.3735        | 54.0  | 11232  | 0.2874          | 0.8942   |
| 0.3649        | 55.0  | 11440  | 0.2867          | 0.8947   |
| 0.3531        | 56.0  | 11648  | 0.2828          | 0.8967   |
| 0.3608        | 57.0  | 11856  | 0.2825          | 0.8963   |
| 0.3483        | 58.0  | 12064  | 0.2811          | 0.8970   |
| 0.3544        | 59.0  | 12272  | 0.2785          | 0.8982   |
| 0.3768        | 60.0  | 12480  | 0.2730          | 0.9002   |
| 0.3659        | 61.0  | 12688  | 0.2735          | 0.8995   |
| 0.3547        | 62.0  | 12896  | 0.2732          | 0.8999   |
| 0.3403        | 63.0  | 13104  | 0.2696          | 0.9003   |
| 0.3482        | 64.0  | 13312  | 0.2687          | 0.9014   |
| 0.3503        | 65.0  | 13520  | 0.2673          | 0.9011   |
| 0.3249        | 66.0  | 13728  | 0.2678          | 0.9012   |
| 0.3334        | 67.0  | 13936  | 0.2679          | 0.9014   |
| 0.3308        | 68.0  | 14144  | 0.2646          | 0.9018   |
| 0.3297        | 69.0  | 14352  | 0.2676          | 0.9007   |
| 0.3566        | 70.0  | 14560  | 0.2609          | 0.9037   |
| 0.3256        | 71.0  | 14768  | 0.2635          | 0.9027   |
| 0.3439        | 72.0  | 14976  | 0.2606          | 0.9036   |
| 0.3324        | 73.0  | 15184  | 0.2578          | 0.9051   |
| 0.3316        | 74.0  | 15392  | 0.2552          | 0.9058   |
| 0.3224        | 75.0  | 15600  | 0.2555          | 0.9060   |
| 0.3294        | 76.0  | 15808  | 0.2543          | 0.9061   |
| 0.3211        | 77.0  | 16016  | 0.2538          | 0.9063   |
| 0.3326        | 78.0  | 16224  | 0.2561          | 0.9047   |
| 0.3261        | 79.0  | 16432  | 0.2547          | 0.9059   |
| 0.3082        | 80.0  | 16640  | 0.2554          | 0.9048   |
| 0.3341        | 81.0  | 16848  | 0.2538          | 0.9057   |
| 0.3355        | 82.0  | 17056  | 0.2508          | 0.9073   |
| 0.3311        | 83.0  | 17264  | 0.2486          | 0.9081   |
| 0.3511        | 84.0  | 17472  | 0.2478          | 0.9085   |
| 0.3467        | 85.0  | 17680  | 0.2503          | 0.9070   |
| 0.312         | 86.0  | 17888  | 0.2467          | 0.9086   |
| 0.336         | 87.0  | 18096  | 0.2455          | 0.9090   |
| 0.3065        | 88.0  | 18304  | 0.2484          | 0.9080   |
| 0.3365        | 89.0  | 18512  | 0.2453          | 0.9094   |
| 0.3106        | 90.0  | 18720  | 0.2454          | 0.9092   |
| 0.2984        | 91.0  | 18928  | 0.2489          | 0.9089   |
| 0.309         | 92.0  | 19136  | 0.2440          | 0.9102   |
| 0.31          | 93.0  | 19344  | 0.2407          | 0.9108   |
| 0.3294        | 94.0  | 19552  | 0.2416          | 0.9105   |
| 0.309         | 95.0  | 19760  | 0.2423          | 0.9106   |
| 0.3141        | 96.0  | 19968  | 0.2442          | 0.9096   |
| 0.3098        | 97.0  | 20176  | 0.2404          | 0.9112   |
| 0.3206        | 98.0  | 20384  | 0.2414          | 0.9111   |
| 0.3258        | 99.0  | 20592  | 0.2393          | 0.9112   |
| 0.319         | 100.0 | 20800  | 0.2383          | 0.9116   |
| 0.3035        | 101.0 | 21008  | 0.2396          | 0.9114   |
| 0.2899        | 102.0 | 21216  | 0.2410          | 0.9113   |
| 0.3058        | 103.0 | 21424  | 0.2355          | 0.9124   |
| 0.3028        | 104.0 | 21632  | 0.2373          | 0.9121   |
| 0.3021        | 105.0 | 21840  | 0.2386          | 0.9116   |
| 0.3012        | 106.0 | 22048  | 0.2379          | 0.9124   |
| 0.2955        | 107.0 | 22256  | 0.2356          | 0.9125   |
| 0.2948        | 108.0 | 22464  | 0.2342          | 0.9128   |
| 0.309         | 109.0 | 22672  | 0.2321          | 0.9134   |
| 0.3321        | 110.0 | 22880  | 0.2328          | 0.9133   |
| 0.289         | 111.0 | 23088  | 0.2331          | 0.9132   |
| 0.3103        | 112.0 | 23296  | 0.2343          | 0.9131   |
| 0.3124        | 113.0 | 23504  | 0.2330          | 0.9136   |
| 0.3305        | 114.0 | 23712  | 0.2320          | 0.9138   |
| 0.2994        | 115.0 | 23920  | 0.2323          | 0.9135   |
| 0.3011        | 116.0 | 24128  | 0.2316          | 0.9136   |
| 0.2999        | 117.0 | 24336  | 0.2318          | 0.9143   |
| 0.3082        | 118.0 | 24544  | 0.2322          | 0.9144   |
| 0.2923        | 119.0 | 24752  | 0.2302          | 0.9142   |
| 0.315         | 120.0 | 24960  | 0.2309          | 0.9142   |
| 0.3058        | 121.0 | 25168  | 0.2292          | 0.9143   |
| 0.3044        | 122.0 | 25376  | 0.2270          | 0.9160   |
| 0.2679        | 123.0 | 25584  | 0.2301          | 0.9146   |
| 0.3091        | 124.0 | 25792  | 0.2289          | 0.9152   |
| 0.2926        | 125.0 | 26000  | 0.2273          | 0.9156   |
| 0.2961        | 126.0 | 26208  | 0.2266          | 0.9156   |
| 0.2738        | 127.0 | 26416  | 0.2301          | 0.9146   |
| 0.3074        | 128.0 | 26624  | 0.2277          | 0.9153   |
| 0.303         | 129.0 | 26832  | 0.2271          | 0.9153   |
| 0.3062        | 130.0 | 27040  | 0.2268          | 0.9154   |
| 0.3262        | 131.0 | 27248  | 0.2276          | 0.9158   |
| 0.2775        | 132.0 | 27456  | 0.2287          | 0.9154   |
| 0.2845        | 133.0 | 27664  | 0.2260          | 0.9157   |
| 0.2846        | 134.0 | 27872  | 0.2272          | 0.9155   |
| 0.2878        | 135.0 | 28080  | 0.2224          | 0.9168   |
| 0.2933        | 136.0 | 28288  | 0.2256          | 0.9159   |
| 0.3003        | 137.0 | 28496  | 0.2237          | 0.9164   |
| 0.3087        | 138.0 | 28704  | 0.2256          | 0.9166   |
| 0.3039        | 139.0 | 28912  | 0.2218          | 0.9174   |
| 0.2938        | 140.0 | 29120  | 0.2218          | 0.9168   |
| 0.2836        | 141.0 | 29328  | 0.2237          | 0.9168   |
| 0.2978        | 142.0 | 29536  | 0.2237          | 0.9169   |
| 0.2968        | 143.0 | 29744  | 0.2219          | 0.9176   |
| 0.2889        | 144.0 | 29952  | 0.2219          | 0.9177   |
| 0.2781        | 145.0 | 30160  | 0.2251          | 0.9163   |
| 0.2977        | 146.0 | 30368  | 0.2234          | 0.9173   |
| 0.318         | 147.0 | 30576  | 0.2217          | 0.9181   |
| 0.3054        | 148.0 | 30784  | 0.2222          | 0.9178   |
| 0.2889        | 149.0 | 30992  | 0.2223          | 0.9176   |
| 0.2739        | 150.0 | 31200  | 0.2195          | 0.9187   |
| 0.2746        | 151.0 | 31408  | 0.2223          | 0.9175   |
| 0.3057        | 152.0 | 31616  | 0.2202          | 0.9182   |
| 0.2913        | 153.0 | 31824  | 0.2187          | 0.9193   |
| 0.3006        | 154.0 | 32032  | 0.2186          | 0.9192   |
| 0.3062        | 155.0 | 32240  | 0.2180          | 0.9190   |
| 0.2891        | 156.0 | 32448  | 0.2202          | 0.9185   |
| 0.3066        | 157.0 | 32656  | 0.2190          | 0.9182   |
| 0.2989        | 158.0 | 32864  | 0.2185          | 0.9191   |
| 0.2885        | 159.0 | 33072  | 0.2204          | 0.9184   |
| 0.2936        | 160.0 | 33280  | 0.2173          | 0.9194   |
| 0.2872        | 161.0 | 33488  | 0.2209          | 0.9179   |
| 0.3034        | 162.0 | 33696  | 0.2185          | 0.9191   |
| 0.2966        | 163.0 | 33904  | 0.2188          | 0.9187   |
| 0.3209        | 164.0 | 34112  | 0.2179          | 0.9191   |
| 0.2718        | 165.0 | 34320  | 0.2188          | 0.9190   |
| 0.299         | 166.0 | 34528  | 0.2199          | 0.9185   |
| 0.2725        | 167.0 | 34736  | 0.2180          | 0.9194   |
| 0.3013        | 168.0 | 34944  | 0.2166          | 0.9198   |
| 0.3017        | 169.0 | 35152  | 0.2162          | 0.9193   |
| 0.3002        | 170.0 | 35360  | 0.2186          | 0.9191   |
| 0.2901        | 171.0 | 35568  | 0.2189          | 0.9184   |
| 0.2687        | 172.0 | 35776  | 0.2159          | 0.9200   |
| 0.2929        | 173.0 | 35984  | 0.2165          | 0.9196   |
| 0.2932        | 174.0 | 36192  | 0.2169          | 0.9195   |
| 0.2915        | 175.0 | 36400  | 0.2165          | 0.9201   |
| 0.2853        | 176.0 | 36608  | 0.2166          | 0.9199   |
| 0.287         | 177.0 | 36816  | 0.2162          | 0.9196   |
| 0.2843        | 178.0 | 37024  | 0.2157          | 0.9193   |
| 0.2882        | 179.0 | 37232  | 0.2176          | 0.9194   |
| 0.3024        | 180.0 | 37440  | 0.2150          | 0.9205   |
| 0.2963        | 181.0 | 37648  | 0.2161          | 0.9194   |
| 0.2707        | 182.0 | 37856  | 0.2157          | 0.9201   |
| 0.2589        | 183.0 | 38064  | 0.2147          | 0.9203   |
| 0.2898        | 184.0 | 38272  | 0.2128          | 0.9205   |
| 0.3106        | 185.0 | 38480  | 0.2141          | 0.9209   |
| 0.297         | 186.0 | 38688  | 0.2131          | 0.9212   |
| 0.2949        | 187.0 | 38896  | 0.2158          | 0.9198   |
| 0.28          | 188.0 | 39104  | 0.2124          | 0.9209   |
| 0.2713        | 189.0 | 39312  | 0.2131          | 0.9203   |
| 0.2969        | 190.0 | 39520  | 0.2156          | 0.9197   |
| 0.2944        | 191.0 | 39728  | 0.2140          | 0.9201   |
| 0.2872        | 192.0 | 39936  | 0.2126          | 0.9209   |
| 0.2891        | 193.0 | 40144  | 0.2145          | 0.9203   |
| 0.3068        | 194.0 | 40352  | 0.2116          | 0.9217   |
| 0.2745        | 195.0 | 40560  | 0.2144          | 0.9206   |
| 0.2958        | 196.0 | 40768  | 0.2142          | 0.9208   |
| 0.3056        | 197.0 | 40976  | 0.2122          | 0.9206   |
| 0.3078        | 198.0 | 41184  | 0.2154          | 0.9199   |
| 0.2847        | 199.0 | 41392  | 0.2124          | 0.9210   |
| 0.2914        | 200.0 | 41600  | 0.2145          | 0.9203   |
| 0.2753        | 201.0 | 41808  | 0.2138          | 0.9203   |
| 0.2694        | 202.0 | 42016  | 0.2121          | 0.9211   |
| 0.2918        | 203.0 | 42224  | 0.2113          | 0.9212   |
| 0.2839        | 204.0 | 42432  | 0.2142          | 0.9200   |
| 0.2802        | 205.0 | 42640  | 0.2117          | 0.9211   |
| 0.2809        | 206.0 | 42848  | 0.2127          | 0.9210   |
| 0.302         | 207.0 | 43056  | 0.2121          | 0.9208   |
| 0.278         | 208.0 | 43264  | 0.2122          | 0.9208   |
| 0.2817        | 209.0 | 43472  | 0.2118          | 0.9212   |
| 0.2786        | 210.0 | 43680  | 0.2130          | 0.9207   |
| 0.2766        | 211.0 | 43888  | 0.2140          | 0.9207   |
| 0.2768        | 212.0 | 44096  | 0.2120          | 0.9215   |
| 0.2946        | 213.0 | 44304  | 0.2101          | 0.9218   |
| 0.2882        | 214.0 | 44512  | 0.2106          | 0.9213   |
| 0.2786        | 215.0 | 44720  | 0.2117          | 0.9213   |
| 0.2775        | 216.0 | 44928  | 0.2117          | 0.9210   |
| 0.2904        | 217.0 | 45136  | 0.2097          | 0.9213   |
| 0.2791        | 218.0 | 45344  | 0.2103          | 0.9216   |
| 0.2776        | 219.0 | 45552  | 0.2101          | 0.9215   |
| 0.2786        | 220.0 | 45760  | 0.2092          | 0.9217   |
| 0.2867        | 221.0 | 45968  | 0.2092          | 0.9219   |
| 0.2858        | 222.0 | 46176  | 0.2086          | 0.9218   |
| 0.2833        | 223.0 | 46384  | 0.2096          | 0.9218   |
| 0.2873        | 224.0 | 46592  | 0.2105          | 0.9216   |
| 0.2816        | 225.0 | 46800  | 0.2085          | 0.9220   |
| 0.2639        | 226.0 | 47008  | 0.2101          | 0.9213   |
| 0.2841        | 227.0 | 47216  | 0.2103          | 0.9214   |
| 0.2686        | 228.0 | 47424  | 0.2100          | 0.9210   |
| 0.2766        | 229.0 | 47632  | 0.2092          | 0.9215   |
| 0.2817        | 230.0 | 47840  | 0.2098          | 0.9214   |
| 0.2556        | 231.0 | 48048  | 0.2096          | 0.9219   |
| 0.2806        | 232.0 | 48256  | 0.2090          | 0.9214   |
| 0.2661        | 233.0 | 48464  | 0.2105          | 0.9216   |
| 0.3061        | 234.0 | 48672  | 0.2088          | 0.9216   |
| 0.2879        | 235.0 | 48880  | 0.2087          | 0.9222   |
| 0.2808        | 236.0 | 49088  | 0.2093          | 0.9218   |
| 0.281         | 237.0 | 49296  | 0.2103          | 0.9216   |
| 0.2884        | 238.0 | 49504  | 0.2083          | 0.9223   |
| 0.2664        | 239.0 | 49712  | 0.2090          | 0.9223   |
| 0.2873        | 240.0 | 49920  | 0.2080          | 0.9229   |
| 0.3102        | 241.0 | 50128  | 0.2100          | 0.9218   |
| 0.269         | 242.0 | 50336  | 0.2097          | 0.9220   |
| 0.2735        | 243.0 | 50544  | 0.2084          | 0.9220   |
| 0.2562        | 244.0 | 50752  | 0.2074          | 0.9221   |
| 0.2835        | 245.0 | 50960  | 0.2089          | 0.9217   |
| 0.2906        | 246.0 | 51168  | 0.2086          | 0.9219   |
| 0.2747        | 247.0 | 51376  | 0.2082          | 0.9221   |
| 0.2738        | 248.0 | 51584  | 0.2074          | 0.9228   |
| 0.2888        | 249.0 | 51792  | 0.2080          | 0.9224   |
| 0.2908        | 250.0 | 52000  | 0.2080          | 0.9222   |
| 0.2685        | 251.0 | 52208  | 0.2078          | 0.9223   |
| 0.2771        | 252.0 | 52416  | 0.2089          | 0.9224   |
| 0.2773        | 253.0 | 52624  | 0.2089          | 0.9225   |
| 0.2764        | 254.0 | 52832  | 0.2102          | 0.9221   |
| 0.2686        | 255.0 | 53040  | 0.2075          | 0.9225   |
| 0.2897        | 256.0 | 53248  | 0.2074          | 0.9223   |
| 0.2919        | 257.0 | 53456  | 0.2083          | 0.9229   |
| 0.2787        | 258.0 | 53664  | 0.2067          | 0.9230   |
| 0.2931        | 259.0 | 53872  | 0.2093          | 0.9227   |
| 0.2774        | 260.0 | 54080  | 0.2067          | 0.9232   |
| 0.2822        | 261.0 | 54288  | 0.2077          | 0.9229   |
| 0.2836        | 262.0 | 54496  | 0.2070          | 0.9230   |
| 0.2837        | 263.0 | 54704  | 0.2070          | 0.9228   |
| 0.2791        | 264.0 | 54912  | 0.2084          | 0.9224   |
| 0.2585        | 265.0 | 55120  | 0.2066          | 0.9232   |
| 0.282         | 266.0 | 55328  | 0.2076          | 0.9227   |
| 0.2534        | 267.0 | 55536  | 0.2098          | 0.9223   |
| 0.2724        | 268.0 | 55744  | 0.2079          | 0.9228   |
| 0.2799        | 269.0 | 55952  | 0.2068          | 0.9233   |
| 0.2671        | 270.0 | 56160  | 0.2073          | 0.9232   |
| 0.2793        | 271.0 | 56368  | 0.2054          | 0.9231   |
| 0.2792        | 272.0 | 56576  | 0.2066          | 0.9233   |
| 0.2718        | 273.0 | 56784  | 0.2057          | 0.9231   |
| 0.2777        | 274.0 | 56992  | 0.2062          | 0.9233   |
| 0.2826        | 275.0 | 57200  | 0.2074          | 0.9230   |
| 0.2887        | 276.0 | 57408  | 0.2076          | 0.9228   |
| 0.2751        | 277.0 | 57616  | 0.2053          | 0.9235   |
| 0.2892        | 278.0 | 57824  | 0.2059          | 0.9232   |
| 0.2681        | 279.0 | 58032  | 0.2065          | 0.9234   |
| 0.2845        | 280.0 | 58240  | 0.2062          | 0.9233   |
| 0.2568        | 281.0 | 58448  | 0.2056          | 0.9237   |
| 0.297         | 282.0 | 58656  | 0.2059          | 0.9235   |
| 0.2665        | 283.0 | 58864  | 0.2049          | 0.9233   |
| 0.2694        | 284.0 | 59072  | 0.2073          | 0.9228   |
| 0.2616        | 285.0 | 59280  | 0.2066          | 0.9234   |
| 0.2644        | 286.0 | 59488  | 0.2066          | 0.9232   |
| 0.2733        | 287.0 | 59696  | 0.2061          | 0.9235   |
| 0.2772        | 288.0 | 59904  | 0.2067          | 0.9230   |
| 0.2699        | 289.0 | 60112  | 0.2050          | 0.9239   |
| 0.2778        | 290.0 | 60320  | 0.2046          | 0.9238   |
| 0.2738        | 291.0 | 60528  | 0.2058          | 0.9235   |
| 0.2466        | 292.0 | 60736  | 0.2061          | 0.9236   |
| 0.2711        | 293.0 | 60944  | 0.2046          | 0.9236   |
| 0.2759        | 294.0 | 61152  | 0.2055          | 0.9234   |
| 0.2819        | 295.0 | 61360  | 0.2044          | 0.9235   |
| 0.2572        | 296.0 | 61568  | 0.2057          | 0.9236   |
| 0.2801        | 297.0 | 61776  | 0.2047          | 0.9235   |
| 0.2974        | 298.0 | 61984  | 0.2055          | 0.9235   |
| 0.2688        | 299.0 | 62192  | 0.2060          | 0.9232   |
| 0.2581        | 300.0 | 62400  | 0.2048          | 0.9237   |
| 0.2443        | 301.0 | 62608  | 0.2048          | 0.9236   |
| 0.2646        | 302.0 | 62816  | 0.2065          | 0.9230   |
| 0.277         | 303.0 | 63024  | 0.2050          | 0.9240   |
| 0.2617        | 304.0 | 63232  | 0.2061          | 0.9239   |
| 0.2602        | 305.0 | 63440  | 0.2054          | 0.9238   |
| 0.3001        | 306.0 | 63648  | 0.2055          | 0.9236   |
| 0.2729        | 307.0 | 63856  | 0.2039          | 0.9240   |
| 0.2725        | 308.0 | 64064  | 0.2063          | 0.9235   |
| 0.2785        | 309.0 | 64272  | 0.2063          | 0.9236   |
| 0.2886        | 310.0 | 64480  | 0.2054          | 0.9238   |
| 0.2784        | 311.0 | 64688  | 0.2062          | 0.9237   |
| 0.2771        | 312.0 | 64896  | 0.2040          | 0.9240   |
| 0.2707        | 313.0 | 65104  | 0.2052          | 0.9238   |
| 0.2684        | 314.0 | 65312  | 0.2048          | 0.9241   |
| 0.2789        | 315.0 | 65520  | 0.2041          | 0.9239   |
| 0.2439        | 316.0 | 65728  | 0.2051          | 0.9241   |
| 0.272         | 317.0 | 65936  | 0.2045          | 0.9242   |
| 0.2668        | 318.0 | 66144  | 0.2037          | 0.9240   |
| 0.2657        | 319.0 | 66352  | 0.2042          | 0.9245   |
| 0.2845        | 320.0 | 66560  | 0.2042          | 0.9244   |
| 0.272         | 321.0 | 66768  | 0.2039          | 0.9241   |
| 0.2883        | 322.0 | 66976  | 0.2067          | 0.9235   |
| 0.2751        | 323.0 | 67184  | 0.2048          | 0.9244   |
| 0.311         | 324.0 | 67392  | 0.2037          | 0.9243   |
| 0.2746        | 325.0 | 67600  | 0.2068          | 0.9237   |
| 0.2625        | 326.0 | 67808  | 0.2037          | 0.9240   |
| 0.27          | 327.0 | 68016  | 0.2034          | 0.9239   |
| 0.2549        | 328.0 | 68224  | 0.2044          | 0.9245   |
| 0.2624        | 329.0 | 68432  | 0.2035          | 0.9245   |
| 0.2751        | 330.0 | 68640  | 0.2045          | 0.9242   |
| 0.2672        | 331.0 | 68848  | 0.2032          | 0.9243   |
| 0.277         | 332.0 | 69056  | 0.2038          | 0.9246   |
| 0.2806        | 333.0 | 69264  | 0.2041          | 0.9243   |
| 0.2896        | 334.0 | 69472  | 0.2038          | 0.9244   |
| 0.2967        | 335.0 | 69680  | 0.2039          | 0.9243   |
| 0.2538        | 336.0 | 69888  | 0.2048          | 0.9238   |
| 0.2787        | 337.0 | 70096  | 0.2042          | 0.9240   |
| 0.2687        | 338.0 | 70304  | 0.2031          | 0.9250   |
| 0.2823        | 339.0 | 70512  | 0.2028          | 0.9247   |
| 0.2511        | 340.0 | 70720  | 0.2032          | 0.9248   |
| 0.2753        | 341.0 | 70928  | 0.2036          | 0.9243   |
| 0.2714        | 342.0 | 71136  | 0.2035          | 0.9242   |
| 0.2426        | 343.0 | 71344  | 0.2047          | 0.9240   |
| 0.261         | 344.0 | 71552  | 0.2049          | 0.9242   |
| 0.2765        | 345.0 | 71760  | 0.2040          | 0.9248   |
| 0.292         | 346.0 | 71968  | 0.2041          | 0.9240   |
| 0.2762        | 347.0 | 72176  | 0.2032          | 0.9245   |
| 0.263         | 348.0 | 72384  | 0.2030          | 0.9247   |
| 0.2718        | 349.0 | 72592  | 0.2038          | 0.9243   |
| 0.2721        | 350.0 | 72800  | 0.2043          | 0.9240   |
| 0.2677        | 351.0 | 73008  | 0.2034          | 0.9247   |
| 0.2677        | 352.0 | 73216  | 0.2028          | 0.9248   |
| 0.2617        | 353.0 | 73424  | 0.2038          | 0.9241   |
| 0.29          | 354.0 | 73632  | 0.2039          | 0.9243   |
| 0.2682        | 355.0 | 73840  | 0.2035          | 0.9245   |
| 0.2775        | 356.0 | 74048  | 0.2042          | 0.9240   |
| 0.2515        | 357.0 | 74256  | 0.2030          | 0.9249   |
| 0.2775        | 358.0 | 74464  | 0.2029          | 0.9248   |
| 0.2699        | 359.0 | 74672  | 0.2033          | 0.9242   |
| 0.2719        | 360.0 | 74880  | 0.2025          | 0.9242   |
| 0.2631        | 361.0 | 75088  | 0.2028          | 0.9244   |
| 0.2694        | 362.0 | 75296  | 0.2029          | 0.9242   |
| 0.2643        | 363.0 | 75504  | 0.2043          | 0.9239   |
| 0.2737        | 364.0 | 75712  | 0.2042          | 0.9243   |
| 0.261         | 365.0 | 75920  | 0.2033          | 0.9245   |
| 0.2564        | 366.0 | 76128  | 0.2031          | 0.9243   |
| 0.2931        | 367.0 | 76336  | 0.2032          | 0.9242   |
| 0.2688        | 368.0 | 76544  | 0.2035          | 0.9246   |
| 0.249         | 369.0 | 76752  | 0.2042          | 0.9238   |
| 0.2859        | 370.0 | 76960  | 0.2026          | 0.9245   |
| 0.2632        | 371.0 | 77168  | 0.2028          | 0.9243   |
| 0.2572        | 372.0 | 77376  | 0.2031          | 0.9246   |
| 0.2604        | 373.0 | 77584  | 0.2026          | 0.9243   |
| 0.2643        | 374.0 | 77792  | 0.2036          | 0.9246   |
| 0.2668        | 375.0 | 78000  | 0.2037          | 0.9249   |
| 0.2739        | 376.0 | 78208  | 0.2028          | 0.9242   |
| 0.272         | 377.0 | 78416  | 0.2039          | 0.9238   |
| 0.2757        | 378.0 | 78624  | 0.2032          | 0.9242   |
| 0.251         | 379.0 | 78832  | 0.2033          | 0.9250   |
| 0.26          | 380.0 | 79040  | 0.2035          | 0.9245   |
| 0.2734        | 381.0 | 79248  | 0.2035          | 0.9241   |
| 0.2742        | 382.0 | 79456  | 0.2026          | 0.9247   |
| 0.2552        | 383.0 | 79664  | 0.2034          | 0.9242   |
| 0.2709        | 384.0 | 79872  | 0.2028          | 0.9244   |
| 0.28          | 385.0 | 80080  | 0.2029          | 0.9244   |
| 0.2587        | 386.0 | 80288  | 0.2037          | 0.9243   |
| 0.2706        | 387.0 | 80496  | 0.2032          | 0.9246   |
| 0.2774        | 388.0 | 80704  | 0.2036          | 0.9239   |
| 0.2755        | 389.0 | 80912  | 0.2025          | 0.9244   |
| 0.2586        | 390.0 | 81120  | 0.2034          | 0.9241   |
| 0.2715        | 391.0 | 81328  | 0.2024          | 0.9246   |
| 0.2844        | 392.0 | 81536  | 0.2030          | 0.9241   |
| 0.2626        | 393.0 | 81744  | 0.2035          | 0.9243   |
| 0.2567        | 394.0 | 81952  | 0.2027          | 0.9247   |
| 0.2789        | 395.0 | 82160  | 0.2024          | 0.9242   |
| 0.2695        | 396.0 | 82368  | 0.2019          | 0.9247   |
| 0.2829        | 397.0 | 82576  | 0.2016          | 0.9247   |
| 0.2784        | 398.0 | 82784  | 0.2025          | 0.9243   |
| 0.2765        | 399.0 | 82992  | 0.2033          | 0.9243   |
| 0.2673        | 400.0 | 83200  | 0.2024          | 0.9248   |
| 0.275         | 401.0 | 83408  | 0.2041          | 0.9240   |
| 0.2499        | 402.0 | 83616  | 0.2028          | 0.9241   |
| 0.2702        | 403.0 | 83824  | 0.2028          | 0.9246   |
| 0.285         | 404.0 | 84032  | 0.2028          | 0.9243   |
| 0.2615        | 405.0 | 84240  | 0.2038          | 0.9244   |
| 0.2849        | 406.0 | 84448  | 0.2021          | 0.9247   |
| 0.2414        | 407.0 | 84656  | 0.2023          | 0.9245   |
| 0.2777        | 408.0 | 84864  | 0.2020          | 0.9247   |
| 0.2601        | 409.0 | 85072  | 0.2024          | 0.9242   |
| 0.2873        | 410.0 | 85280  | 0.2026          | 0.9243   |
| 0.2616        | 411.0 | 85488  | 0.2032          | 0.9246   |
| 0.2794        | 412.0 | 85696  | 0.2024          | 0.9243   |
| 0.2596        | 413.0 | 85904  | 0.2026          | 0.9246   |
| 0.2585        | 414.0 | 86112  | 0.2027          | 0.9245   |
| 0.2588        | 415.0 | 86320  | 0.2029          | 0.9245   |
| 0.2685        | 416.0 | 86528  | 0.2025          | 0.9243   |
| 0.2923        | 417.0 | 86736  | 0.2026          | 0.9245   |
| 0.2641        | 418.0 | 86944  | 0.2030          | 0.9246   |
| 0.2821        | 419.0 | 87152  | 0.2021          | 0.9249   |
| 0.2674        | 420.0 | 87360  | 0.2021          | 0.9250   |
| 0.2745        | 421.0 | 87568  | 0.2023          | 0.9247   |
| 0.2703        | 422.0 | 87776  | 0.2022          | 0.9248   |
| 0.2653        | 423.0 | 87984  | 0.2032          | 0.9248   |
| 0.2763        | 424.0 | 88192  | 0.2022          | 0.9245   |
| 0.2572        | 425.0 | 88400  | 0.2019          | 0.9247   |
| 0.2577        | 426.0 | 88608  | 0.2028          | 0.9245   |
| 0.2966        | 427.0 | 88816  | 0.2023          | 0.9246   |
| 0.2667        | 428.0 | 89024  | 0.2025          | 0.9249   |
| 0.2388        | 429.0 | 89232  | 0.2028          | 0.9247   |
| 0.2856        | 430.0 | 89440  | 0.2019          | 0.9247   |
| 0.2842        | 431.0 | 89648  | 0.2020          | 0.9248   |
| 0.2806        | 432.0 | 89856  | 0.2025          | 0.9248   |
| 0.2627        | 433.0 | 90064  | 0.2027          | 0.9245   |
| 0.2582        | 434.0 | 90272  | 0.2025          | 0.9247   |
| 0.2594        | 435.0 | 90480  | 0.2032          | 0.9243   |
| 0.2557        | 436.0 | 90688  | 0.2029          | 0.9244   |
| 0.266         | 437.0 | 90896  | 0.2026          | 0.9245   |
| 0.2718        | 438.0 | 91104  | 0.2030          | 0.9242   |
| 0.2577        | 439.0 | 91312  | 0.2024          | 0.9246   |
| 0.2996        | 440.0 | 91520  | 0.2016          | 0.9250   |
| 0.2613        | 441.0 | 91728  | 0.2021          | 0.9247   |
| 0.2669        | 442.0 | 91936  | 0.2022          | 0.9246   |
| 0.2695        | 443.0 | 92144  | 0.2023          | 0.9246   |
| 0.267         | 444.0 | 92352  | 0.2017          | 0.9247   |
| 0.2704        | 445.0 | 92560  | 0.2020          | 0.9246   |
| 0.2529        | 446.0 | 92768  | 0.2018          | 0.9248   |
| 0.2743        | 447.0 | 92976  | 0.2014          | 0.9248   |
| 0.2664        | 448.0 | 93184  | 0.2025          | 0.9246   |
| 0.272         | 449.0 | 93392  | 0.2015          | 0.9248   |
| 0.2761        | 450.0 | 93600  | 0.2019          | 0.9248   |
| 0.2751        | 451.0 | 93808  | 0.2019          | 0.9247   |
| 0.2698        | 452.0 | 94016  | 0.2024          | 0.9246   |
| 0.2678        | 453.0 | 94224  | 0.2018          | 0.9249   |
| 0.2691        | 454.0 | 94432  | 0.2018          | 0.9250   |
| 0.2635        | 455.0 | 94640  | 0.2022          | 0.9248   |
| 0.2711        | 456.0 | 94848  | 0.2024          | 0.9247   |
| 0.2767        | 457.0 | 95056  | 0.2025          | 0.9248   |
| 0.2781        | 458.0 | 95264  | 0.2023          | 0.9247   |
| 0.2756        | 459.0 | 95472  | 0.2018          | 0.9249   |
| 0.2948        | 460.0 | 95680  | 0.2023          | 0.9248   |
| 0.267         | 461.0 | 95888  | 0.2017          | 0.9250   |
| 0.2626        | 462.0 | 96096  | 0.2018          | 0.9249   |
| 0.2559        | 463.0 | 96304  | 0.2022          | 0.9245   |
| 0.275         | 464.0 | 96512  | 0.2023          | 0.9248   |
| 0.2326        | 465.0 | 96720  | 0.2019          | 0.9248   |
| 0.2492        | 466.0 | 96928  | 0.2015          | 0.9248   |
| 0.2686        | 467.0 | 97136  | 0.2017          | 0.9248   |
| 0.2778        | 468.0 | 97344  | 0.2021          | 0.9245   |
| 0.2946        | 469.0 | 97552  | 0.2021          | 0.9248   |
| 0.2567        | 470.0 | 97760  | 0.2021          | 0.9247   |
| 0.2505        | 471.0 | 97968  | 0.2021          | 0.9248   |
| 0.2659        | 472.0 | 98176  | 0.2020          | 0.9247   |
| 0.2659        | 473.0 | 98384  | 0.2018          | 0.9248   |
| 0.2766        | 474.0 | 98592  | 0.2022          | 0.9247   |
| 0.2687        | 475.0 | 98800  | 0.2020          | 0.9248   |
| 0.2568        | 476.0 | 99008  | 0.2020          | 0.9247   |
| 0.2644        | 477.0 | 99216  | 0.2024          | 0.9246   |
| 0.2657        | 478.0 | 99424  | 0.2018          | 0.9248   |
| 0.263         | 479.0 | 99632  | 0.2020          | 0.9247   |
| 0.2499        | 480.0 | 99840  | 0.2019          | 0.9248   |
| 0.2963        | 481.0 | 100048 | 0.2019          | 0.9249   |
| 0.2778        | 482.0 | 100256 | 0.2019          | 0.9248   |
| 0.2593        | 483.0 | 100464 | 0.2021          | 0.9247   |
| 0.2644        | 484.0 | 100672 | 0.2022          | 0.9247   |
| 0.2849        | 485.0 | 100880 | 0.2020          | 0.9248   |
| 0.2727        | 486.0 | 101088 | 0.2019          | 0.9248   |
| 0.2668        | 487.0 | 101296 | 0.2020          | 0.9247   |
| 0.2624        | 488.0 | 101504 | 0.2018          | 0.9249   |
| 0.2445        | 489.0 | 101712 | 0.2020          | 0.9248   |
| 0.2541        | 490.0 | 101920 | 0.2018          | 0.9250   |
| 0.2646        | 491.0 | 102128 | 0.2019          | 0.9248   |
| 0.2658        | 492.0 | 102336 | 0.2019          | 0.9248   |
| 0.2677        | 493.0 | 102544 | 0.2020          | 0.9248   |
| 0.2505        | 494.0 | 102752 | 0.2020          | 0.9248   |
| 0.2593        | 495.0 | 102960 | 0.2019          | 0.9248   |
| 0.2411        | 496.0 | 103168 | 0.2019          | 0.9248   |
| 0.2682        | 497.0 | 103376 | 0.2019          | 0.9248   |
| 0.2693        | 498.0 | 103584 | 0.2019          | 0.9248   |
| 0.2568        | 499.0 | 103792 | 0.2019          | 0.9248   |
| 0.2589        | 500.0 | 104000 | 0.2019          | 0.9248   |


### Framework versions

- Transformers 4.44.2
- Pytorch 2.4.1+cu121
- Datasets 3.2.0
- Tokenizers 0.19.1

eosinophils lymphocytes monocytes neutrophils