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+---
+license: other
+base_model: nvidia/mit-b0
+tags:
+- generated_from_trainer
+model-index:
+- name: segformer-b0-finetuned-segments-sidewalk-2
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# segformer-b0-finetuned-segments-sidewalk-2
+
+This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.0145
+- Mean Iou: 0.9671
+- Mean Accuracy: 0.9794
+- Overall Accuracy: 0.9943
+- Accuracy Water: 0.9978
+- Accuracy Non-water: 0.9610
+- Iou Water: 0.9938
+- Iou Non-water: 0.9404
+
+## 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: 6e-05
+- train_batch_size: 1
+- eval_batch_size: 1
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 5000
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Accuracy Water | Accuracy Non-water | Iou Water | Iou Non-water |
+|:-------------:|:------:|:----:|:---------------:|:--------:|:-------------:|:----------------:|:--------------:|:------------------:|:---------:|:-------------:|
+| 0.4936        | 20.0   | 20   | 0.6081          | 0.6541   | 0.8088        | 0.9071           | 0.9295         | 0.6881             | 0.9008    | 0.4074        |
+| 0.3192        | 40.0   | 40   | 0.4130          | 0.6878   | 0.7715        | 0.9339           | 0.9709         | 0.5722             | 0.9302    | 0.4454        |
+| 0.237         | 60.0   | 60   | 0.2537          | 0.7408   | 0.8271        | 0.9460           | 0.9731         | 0.6811             | 0.9423    | 0.5393        |
+| 0.2043        | 80.0   | 80   | 0.1805          | 0.7834   | 0.8495        | 0.9578           | 0.9825         | 0.7165             | 0.9548    | 0.6120        |
+| 0.1646        | 100.0  | 100  | 0.1590          | 0.8168   | 0.8788        | 0.9649           | 0.9845         | 0.7730             | 0.9622    | 0.6714        |
+| 0.1547        | 120.0  | 120  | 0.1504          | 0.8376   | 0.9170        | 0.9676           | 0.9792         | 0.8549             | 0.9648    | 0.7103        |
+| 0.1269        | 140.0  | 140  | 0.1390          | 0.8541   | 0.9228        | 0.9717           | 0.9829         | 0.8627             | 0.9692    | 0.7390        |
+| 0.1148        | 160.0  | 160  | 0.1050          | 0.8678   | 0.9167        | 0.9755           | 0.9889         | 0.8445             | 0.9734    | 0.7621        |
+| 0.1012        | 180.0  | 180  | 0.0990          | 0.8792   | 0.9313        | 0.9775           | 0.9880         | 0.8747             | 0.9755    | 0.7828        |
+| 0.1216        | 200.0  | 200  | 0.0921          | 0.8849   | 0.9245        | 0.9792           | 0.9916         | 0.8573             | 0.9774    | 0.7925        |
+| 0.0874        | 220.0  | 220  | 0.0844          | 0.8918   | 0.9326        | 0.9804           | 0.9912         | 0.8741             | 0.9786    | 0.8051        |
+| 0.0806        | 240.0  | 240  | 0.0797          | 0.8983   | 0.9462        | 0.9812           | 0.9892         | 0.9031             | 0.9795    | 0.8171        |
+| 0.0767        | 260.0  | 260  | 0.0690          | 0.9026   | 0.9401        | 0.9824           | 0.9921         | 0.8882             | 0.9808    | 0.8243        |
+| 0.0707        | 280.0  | 280  | 0.0661          | 0.9053   | 0.9400        | 0.9830           | 0.9928         | 0.8872             | 0.9815    | 0.8291        |
+| 0.0705        | 300.0  | 300  | 0.0634          | 0.9095   | 0.9526        | 0.9835           | 0.9905         | 0.9147             | 0.9819    | 0.8370        |
+| 0.0642        | 320.0  | 320  | 0.0606          | 0.9119   | 0.9535        | 0.9840           | 0.9909         | 0.9161             | 0.9825    | 0.8414        |
+| 0.079         | 340.0  | 340  | 0.0628          | 0.9106   | 0.9609        | 0.9834           | 0.9885         | 0.9334             | 0.9818    | 0.8393        |
+| 0.059         | 360.0  | 360  | 0.0571          | 0.9149   | 0.9575        | 0.9845           | 0.9906         | 0.9243             | 0.9830    | 0.8468        |
+| 0.0579        | 380.0  | 380  | 0.0535          | 0.9175   | 0.9566        | 0.9851           | 0.9915         | 0.9217             | 0.9837    | 0.8513        |
+| 0.055         | 400.0  | 400  | 0.0512          | 0.9197   | 0.9522        | 0.9857           | 0.9933         | 0.9112             | 0.9843    | 0.8550        |
+| 0.0539        | 420.0  | 420  | 0.0539          | 0.9190   | 0.9545        | 0.9854           | 0.9925         | 0.9166             | 0.9841    | 0.8538        |
+| 0.0545        | 440.0  | 440  | 0.0500          | 0.9217   | 0.9525        | 0.9861           | 0.9937         | 0.9113             | 0.9848    | 0.8587        |
+| 0.0492        | 460.0  | 460  | 0.0473          | 0.9241   | 0.9571        | 0.9864           | 0.9931         | 0.9210             | 0.9852    | 0.8630        |
+| 0.0903        | 480.0  | 480  | 0.0778          | 0.9184   | 0.9627        | 0.9851           | 0.9902         | 0.9352             | 0.9836    | 0.8532        |
+| 0.0463        | 500.0  | 500  | 0.0489          | 0.9265   | 0.9630        | 0.9867           | 0.9922         | 0.9338             | 0.9855    | 0.8674        |
+| 0.0608        | 520.0  | 520  | 0.0464          | 0.9243   | 0.9659        | 0.9862           | 0.9908         | 0.9410             | 0.9849    | 0.8637        |
+| 0.0608        | 540.0  | 540  | 0.0540          | 0.9283   | 0.9637        | 0.9871           | 0.9924         | 0.9350             | 0.9859    | 0.8707        |
+| 0.0429        | 560.0  | 560  | 0.0436          | 0.9307   | 0.9618        | 0.9877           | 0.9936         | 0.9300             | 0.9865    | 0.8749        |
+| 0.056         | 580.0  | 580  | 0.0534          | 0.9257   | 0.9663        | 0.9865           | 0.9911         | 0.9414             | 0.9852    | 0.8663        |
+| 0.0411        | 600.0  | 600  | 0.0418          | 0.9318   | 0.9657        | 0.9878           | 0.9928         | 0.9385             | 0.9866    | 0.8771        |
+| 0.0629        | 620.0  | 620  | 0.0388          | 0.9334   | 0.9570        | 0.9883           | 0.9955         | 0.9186             | 0.9872    | 0.8796        |
+| 0.0415        | 640.0  | 640  | 0.0383          | 0.9359   | 0.9659        | 0.9886           | 0.9938         | 0.9380             | 0.9875    | 0.8844        |
+| 0.039         | 660.0  | 660  | 0.0377          | 0.9364   | 0.9648        | 0.9887           | 0.9942         | 0.9354             | 0.9877    | 0.8852        |
+| 0.0614        | 680.0  | 680  | 0.0374          | 0.9375   | 0.9683        | 0.9889           | 0.9936         | 0.9430             | 0.9878    | 0.8873        |
+| 0.0386        | 700.0  | 700  | 0.0352          | 0.9358   | 0.9567        | 0.9888           | 0.9961         | 0.9172             | 0.9878    | 0.8839        |
+| 0.0374        | 720.0  | 720  | 0.0376          | 0.9339   | 0.9711        | 0.9881           | 0.9919         | 0.9502             | 0.9869    | 0.8808        |
+| 0.0374        | 740.0  | 740  | 0.0349          | 0.9395   | 0.9671        | 0.9893           | 0.9944         | 0.9398             | 0.9883    | 0.8907        |
+| 0.058         | 760.0  | 760  | 0.0341          | 0.9373   | 0.9707        | 0.9888           | 0.9929         | 0.9484             | 0.9877    | 0.8869        |
+| 0.0349        | 780.0  | 780  | 0.0342          | 0.9401   | 0.9676        | 0.9894           | 0.9944         | 0.9408             | 0.9884    | 0.8918        |
+| 0.0347        | 800.0  | 800  | 0.0324          | 0.9420   | 0.9660        | 0.9898           | 0.9953         | 0.9367             | 0.9888    | 0.8952        |
+| 0.0338        | 820.0  | 820  | 0.0321          | 0.9432   | 0.9673        | 0.9900           | 0.9952         | 0.9395             | 0.9891    | 0.8974        |
+| 0.0335        | 840.0  | 840  | 0.0320          | 0.9417   | 0.9707        | 0.9896           | 0.9940         | 0.9474             | 0.9886    | 0.8947        |
+| 0.0328        | 860.0  | 860  | 0.0326          | 0.9418   | 0.9728        | 0.9896           | 0.9935         | 0.9521             | 0.9886    | 0.8950        |
+| 0.0322        | 880.0  | 880  | 0.0302          | 0.9444   | 0.9677        | 0.9902           | 0.9954         | 0.9401             | 0.9893    | 0.8994        |
+| 0.0327        | 900.0  | 900  | 0.0312          | 0.9412   | 0.9727        | 0.9895           | 0.9934         | 0.9521             | 0.9885    | 0.8940        |
+| 0.0323        | 920.0  | 920  | 0.0297          | 0.9452   | 0.9680        | 0.9904           | 0.9955         | 0.9404             | 0.9895    | 0.9009        |
+| 0.0308        | 940.0  | 940  | 0.0301          | 0.9458   | 0.9673        | 0.9905           | 0.9958         | 0.9387             | 0.9896    | 0.9020        |
+| 0.0304        | 960.0  | 960  | 0.0302          | 0.9452   | 0.9729        | 0.9903           | 0.9943         | 0.9516             | 0.9894    | 0.9010        |
+| 0.032         | 980.0  | 980  | 0.0291          | 0.9475   | 0.9703        | 0.9908           | 0.9955         | 0.9451             | 0.9899    | 0.9051        |
+| 0.0317        | 1000.0 | 1000 | 0.0292          | 0.9467   | 0.9715        | 0.9906           | 0.9950         | 0.9480             | 0.9897    | 0.9036        |
+| 0.0312        | 1020.0 | 1020 | 0.0304          | 0.9449   | 0.9749        | 0.9902           | 0.9937         | 0.9561             | 0.9892    | 0.9006        |
+| 0.032         | 1040.0 | 1040 | 0.0283          | 0.9466   | 0.9686        | 0.9907           | 0.9957         | 0.9416             | 0.9898    | 0.9035        |
+| 0.029         | 1060.0 | 1060 | 0.0278          | 0.9471   | 0.9695        | 0.9907           | 0.9956         | 0.9435             | 0.9898    | 0.9043        |
+| 0.0288        | 1080.0 | 1080 | 0.0276          | 0.9482   | 0.9730        | 0.9909           | 0.9950         | 0.9510             | 0.9900    | 0.9064        |
+| 0.0299        | 1100.0 | 1100 | 0.0420          | 0.9310   | 0.9787        | 0.9873           | 0.9892         | 0.9683             | 0.9860    | 0.8759        |
+| 0.0277        | 1120.0 | 1120 | 0.0274          | 0.9492   | 0.9698        | 0.9911           | 0.9960         | 0.9435             | 0.9903    | 0.9082        |
+| 0.0283        | 1140.0 | 1140 | 0.0267          | 0.9493   | 0.9720        | 0.9911           | 0.9955         | 0.9484             | 0.9903    | 0.9084        |
+| 0.028         | 1160.0 | 1160 | 0.0278          | 0.9482   | 0.9666        | 0.9910           | 0.9966         | 0.9367             | 0.9902    | 0.9063        |
+| 0.0271        | 1180.0 | 1180 | 0.0271          | 0.9492   | 0.9753        | 0.9910           | 0.9946         | 0.9559             | 0.9902    | 0.9082        |
+| 0.0274        | 1200.0 | 1200 | 0.0259          | 0.9522   | 0.9696        | 0.9917           | 0.9968         | 0.9424             | 0.9909    | 0.9135        |
+| 0.0267        | 1220.0 | 1220 | 0.0262          | 0.9513   | 0.9728        | 0.9915           | 0.9957         | 0.9499             | 0.9907    | 0.9120        |
+| 0.0264        | 1240.0 | 1240 | 0.0251          | 0.9521   | 0.9698        | 0.9917           | 0.9967         | 0.9428             | 0.9909    | 0.9133        |
+| 0.0261        | 1260.0 | 1260 | 0.0246          | 0.9532   | 0.9718        | 0.9919           | 0.9964         | 0.9471             | 0.9911    | 0.9152        |
+| 0.0262        | 1280.0 | 1280 | 0.0245          | 0.9526   | 0.9709        | 0.9918           | 0.9965         | 0.9454             | 0.9910    | 0.9142        |
+| 0.0259        | 1300.0 | 1300 | 0.0253          | 0.9513   | 0.9759        | 0.9914           | 0.9950         | 0.9569             | 0.9906    | 0.9119        |
+| 0.0252        | 1320.0 | 1320 | 0.0243          | 0.9531   | 0.9699        | 0.9919           | 0.9969         | 0.9428             | 0.9911    | 0.9152        |
+| 0.0259        | 1340.0 | 1340 | 0.0254          | 0.9536   | 0.9720        | 0.9919           | 0.9965         | 0.9474             | 0.9912    | 0.9160        |
+| 0.0249        | 1360.0 | 1360 | 0.0245          | 0.9529   | 0.9764        | 0.9917           | 0.9952         | 0.9576             | 0.9909    | 0.9150        |
+| 0.0248        | 1380.0 | 1380 | 0.0311          | 0.9458   | 0.9781        | 0.9903           | 0.9931         | 0.9632             | 0.9894    | 0.9023        |
+| 0.0247        | 1400.0 | 1400 | 0.0250          | 0.9545   | 0.9731        | 0.9921           | 0.9964         | 0.9498             | 0.9913    | 0.9177        |
+| 0.0353        | 1420.0 | 1420 | 0.0248          | 0.9493   | 0.9769        | 0.9910           | 0.9942         | 0.9596             | 0.9901    | 0.9085        |
+| 0.0239        | 1440.0 | 1440 | 0.0239          | 0.9535   | 0.9760        | 0.9919           | 0.9955         | 0.9566             | 0.9911    | 0.9160        |
+| 0.0238        | 1460.0 | 1460 | 0.0229          | 0.9552   | 0.9744        | 0.9922           | 0.9963         | 0.9526             | 0.9915    | 0.9190        |
+| 0.024         | 1480.0 | 1480 | 0.0228          | 0.9558   | 0.9743        | 0.9923           | 0.9964         | 0.9523             | 0.9916    | 0.9200        |
+| 0.0237        | 1500.0 | 1500 | 0.0227          | 0.9554   | 0.9741        | 0.9922           | 0.9964         | 0.9519             | 0.9915    | 0.9193        |
+| 0.0239        | 1520.0 | 1520 | 0.0243          | 0.9537   | 0.9768        | 0.9919           | 0.9953         | 0.9583             | 0.9911    | 0.9162        |
+| 0.0237        | 1540.0 | 1540 | 0.0224          | 0.9552   | 0.9760        | 0.9922           | 0.9959         | 0.9561             | 0.9914    | 0.9190        |
+| 0.0234        | 1560.0 | 1560 | 0.0223          | 0.9566   | 0.9729        | 0.9925           | 0.9970         | 0.9488             | 0.9918    | 0.9215        |
+| 0.0227        | 1580.0 | 1580 | 0.0225          | 0.9563   | 0.9756        | 0.9924           | 0.9962         | 0.9549             | 0.9917    | 0.9210        |
+| 0.0261        | 1600.0 | 1600 | 0.0218          | 0.9577   | 0.9746        | 0.9927           | 0.9968         | 0.9524             | 0.9919    | 0.9234        |
+| 0.0259        | 1620.0 | 1620 | 0.0225          | 0.9553   | 0.9760        | 0.9922           | 0.9959         | 0.9561             | 0.9914    | 0.9193        |
+| 0.0229        | 1640.0 | 1640 | 0.0216          | 0.9566   | 0.9767        | 0.9924           | 0.9960         | 0.9574             | 0.9917    | 0.9215        |
+| 0.0227        | 1660.0 | 1660 | 0.0221          | 0.9558   | 0.9775        | 0.9923           | 0.9956         | 0.9594             | 0.9915    | 0.9202        |
+| 0.0317        | 1680.0 | 1680 | 0.0240          | 0.9515   | 0.9796        | 0.9914           | 0.9941         | 0.9651             | 0.9906    | 0.9124        |
+| 0.0219        | 1700.0 | 1700 | 0.0212          | 0.9578   | 0.9738        | 0.9927           | 0.9970         | 0.9507             | 0.9920    | 0.9236        |
+| 0.0231        | 1720.0 | 1720 | 0.0208          | 0.9574   | 0.9742        | 0.9926           | 0.9968         | 0.9515             | 0.9919    | 0.9228        |
+| 0.0216        | 1740.0 | 1740 | 0.0209          | 0.9572   | 0.9765        | 0.9925           | 0.9962         | 0.9567             | 0.9918    | 0.9225        |
+| 0.0258        | 1760.0 | 1760 | 0.0213          | 0.9585   | 0.9728        | 0.9929           | 0.9974         | 0.9481             | 0.9922    | 0.9249        |
+| 0.0234        | 1780.0 | 1780 | 0.0211          | 0.9585   | 0.9755        | 0.9928           | 0.9967         | 0.9543             | 0.9921    | 0.9249        |
+| 0.0222        | 1800.0 | 1800 | 0.0207          | 0.9585   | 0.9741        | 0.9928           | 0.9971         | 0.9511             | 0.9921    | 0.9248        |
+| 0.0216        | 1820.0 | 1820 | 0.0208          | 0.9573   | 0.9777        | 0.9925           | 0.9959         | 0.9594             | 0.9918    | 0.9228        |
+| 0.0225        | 1840.0 | 1840 | 0.0203          | 0.9586   | 0.9763        | 0.9928           | 0.9966         | 0.9560             | 0.9921    | 0.9251        |
+| 0.0212        | 1860.0 | 1860 | 0.0200          | 0.9594   | 0.9758        | 0.9930           | 0.9969         | 0.9548             | 0.9923    | 0.9265        |
+| 0.021         | 1880.0 | 1880 | 0.0201          | 0.9601   | 0.9745        | 0.9931           | 0.9974         | 0.9516             | 0.9925    | 0.9278        |
+| 0.0207        | 1900.0 | 1900 | 0.0202          | 0.9595   | 0.9761        | 0.9930           | 0.9968         | 0.9555             | 0.9923    | 0.9268        |
+| 0.021         | 1920.0 | 1920 | 0.0202          | 0.9588   | 0.9711        | 0.9929           | 0.9979         | 0.9444             | 0.9923    | 0.9254        |
+| 0.0298        | 1940.0 | 1940 | 0.0211          | 0.9589   | 0.9776        | 0.9928           | 0.9963         | 0.9588             | 0.9921    | 0.9256        |
+| 0.0223        | 1960.0 | 1960 | 0.0203          | 0.9590   | 0.9776        | 0.9929           | 0.9964         | 0.9587             | 0.9922    | 0.9258        |
+| 0.0209        | 1980.0 | 1980 | 0.0194          | 0.9611   | 0.9746        | 0.9933           | 0.9976         | 0.9516             | 0.9927    | 0.9295        |
+| 0.0205        | 2000.0 | 2000 | 0.0199          | 0.9612   | 0.9766        | 0.9933           | 0.9971         | 0.9562             | 0.9926    | 0.9297        |
+| 0.0205        | 2020.0 | 2020 | 0.0195          | 0.9609   | 0.9766        | 0.9932           | 0.9970         | 0.9562             | 0.9926    | 0.9291        |
+| 0.0202        | 2040.0 | 2040 | 0.0200          | 0.9596   | 0.9793        | 0.9930           | 0.9961         | 0.9624             | 0.9923    | 0.9269        |
+| 0.0203        | 2060.0 | 2060 | 0.0190          | 0.9603   | 0.9744        | 0.9931           | 0.9974         | 0.9514             | 0.9925    | 0.9280        |
+| 0.0199        | 2080.0 | 2080 | 0.0189          | 0.9621   | 0.9762        | 0.9935           | 0.9974         | 0.9549             | 0.9928    | 0.9314        |
+| 0.02          | 2100.0 | 2100 | 0.0194          | 0.9608   | 0.9789        | 0.9932           | 0.9965         | 0.9613             | 0.9925    | 0.9290        |
+| 0.02          | 2120.0 | 2120 | 0.0189          | 0.9620   | 0.9770        | 0.9934           | 0.9972         | 0.9569             | 0.9928    | 0.9313        |
+| 0.02          | 2140.0 | 2140 | 0.0186          | 0.9622   | 0.9761        | 0.9935           | 0.9975         | 0.9547             | 0.9929    | 0.9316        |
+| 0.0198        | 2160.0 | 2160 | 0.0186          | 0.9613   | 0.9783        | 0.9933           | 0.9967         | 0.9598             | 0.9926    | 0.9300        |
+| 0.0197        | 2180.0 | 2180 | 0.0188          | 0.9612   | 0.9773        | 0.9933           | 0.9969         | 0.9576             | 0.9926    | 0.9298        |
+| 0.0192        | 2200.0 | 2200 | 0.0184          | 0.9617   | 0.9775        | 0.9934           | 0.9970         | 0.9580             | 0.9927    | 0.9306        |
+| 0.0191        | 2220.0 | 2220 | 0.0190          | 0.9619   | 0.9739        | 0.9935           | 0.9979         | 0.9498             | 0.9928    | 0.9309        |
+| 0.0188        | 2240.0 | 2240 | 0.0189          | 0.9618   | 0.9778        | 0.9934           | 0.9969         | 0.9587             | 0.9927    | 0.9308        |
+| 0.0267        | 2260.0 | 2260 | 0.0191          | 0.9591   | 0.9791        | 0.9929           | 0.9960         | 0.9622             | 0.9922    | 0.9261        |
+| 0.0193        | 2280.0 | 2280 | 0.0182          | 0.9614   | 0.9773        | 0.9933           | 0.9970         | 0.9576             | 0.9927    | 0.9301        |
+| 0.0192        | 2300.0 | 2300 | 0.0198          | 0.9594   | 0.9793        | 0.9929           | 0.9960         | 0.9625             | 0.9922    | 0.9266        |
+| 0.0193        | 2320.0 | 2320 | 0.0183          | 0.9619   | 0.9777        | 0.9934           | 0.9970         | 0.9585             | 0.9928    | 0.9311        |
+| 0.0189        | 2340.0 | 2340 | 0.0188          | 0.9597   | 0.9806        | 0.9930           | 0.9958         | 0.9653             | 0.9923    | 0.9272        |
+| 0.0191        | 2360.0 | 2360 | 0.0181          | 0.9624   | 0.9758        | 0.9935           | 0.9976         | 0.9541             | 0.9929    | 0.9318        |
+| 0.0189        | 2380.0 | 2380 | 0.0182          | 0.9616   | 0.9781        | 0.9933           | 0.9968         | 0.9594             | 0.9927    | 0.9305        |
+| 0.0199        | 2400.0 | 2400 | 0.0179          | 0.9630   | 0.9743        | 0.9937           | 0.9981         | 0.9504             | 0.9930    | 0.9329        |
+| 0.0186        | 2420.0 | 2420 | 0.0178          | 0.9630   | 0.9763        | 0.9936           | 0.9976         | 0.9550             | 0.9930    | 0.9330        |
+| 0.0214        | 2440.0 | 2440 | 0.0185          | 0.9602   | 0.9805        | 0.9931           | 0.9959         | 0.9651             | 0.9924    | 0.9280        |
+| 0.019         | 2460.0 | 2460 | 0.0177          | 0.9628   | 0.9769        | 0.9936           | 0.9974         | 0.9565             | 0.9930    | 0.9327        |
+| 0.0184        | 2480.0 | 2480 | 0.0178          | 0.9632   | 0.9779        | 0.9936           | 0.9972         | 0.9587             | 0.9930    | 0.9334        |
+| 0.0184        | 2500.0 | 2500 | 0.0179          | 0.9620   | 0.9780        | 0.9934           | 0.9969         | 0.9590             | 0.9928    | 0.9312        |
+| 0.0192        | 2520.0 | 2520 | 0.0177          | 0.9634   | 0.9776        | 0.9937           | 0.9974         | 0.9578             | 0.9931    | 0.9337        |
+| 0.0229        | 2540.0 | 2540 | 0.0179          | 0.9614   | 0.9766        | 0.9933           | 0.9971         | 0.9561             | 0.9927    | 0.9302        |
+| 0.0186        | 2560.0 | 2560 | 0.0174          | 0.9634   | 0.9769        | 0.9937           | 0.9975         | 0.9562             | 0.9931    | 0.9338        |
+| 0.0226        | 2580.0 | 2580 | 0.0176          | 0.9627   | 0.9787        | 0.9936           | 0.9969         | 0.9604             | 0.9929    | 0.9326        |
+| 0.0195        | 2600.0 | 2600 | 0.0176          | 0.9642   | 0.9762        | 0.9938           | 0.9979         | 0.9545             | 0.9932    | 0.9351        |
+| 0.0239        | 2620.0 | 2620 | 0.0172          | 0.9633   | 0.9760        | 0.9937           | 0.9977         | 0.9543             | 0.9931    | 0.9336        |
+| 0.0179        | 2640.0 | 2640 | 0.0174          | 0.9635   | 0.9781        | 0.9937           | 0.9973         | 0.9589             | 0.9931    | 0.9339        |
+| 0.0181        | 2660.0 | 2660 | 0.0173          | 0.9635   | 0.9753        | 0.9937           | 0.9979         | 0.9527             | 0.9931    | 0.9338        |
+| 0.0176        | 2680.0 | 2680 | 0.0168          | 0.9641   | 0.9779        | 0.9938           | 0.9974         | 0.9583             | 0.9932    | 0.9349        |
+| 0.0222        | 2700.0 | 2700 | 0.0179          | 0.9621   | 0.9804        | 0.9934           | 0.9964         | 0.9645             | 0.9928    | 0.9314        |
+| 0.018         | 2720.0 | 2720 | 0.0168          | 0.9642   | 0.9784        | 0.9938           | 0.9973         | 0.9594             | 0.9932    | 0.9351        |
+| 0.0179        | 2740.0 | 2740 | 0.0176          | 0.9628   | 0.9796        | 0.9936           | 0.9967         | 0.9625             | 0.9929    | 0.9327        |
+| 0.0176        | 2760.0 | 2760 | 0.0173          | 0.9629   | 0.9740        | 0.9936           | 0.9981         | 0.9498             | 0.9930    | 0.9328        |
+| 0.0174        | 2780.0 | 2780 | 0.0168          | 0.9640   | 0.9799        | 0.9938           | 0.9970         | 0.9628             | 0.9932    | 0.9349        |
+| 0.0173        | 2800.0 | 2800 | 0.0169          | 0.9640   | 0.9757        | 0.9938           | 0.9980         | 0.9535             | 0.9932    | 0.9348        |
+| 0.0173        | 2820.0 | 2820 | 0.0168          | 0.9648   | 0.9760        | 0.9940           | 0.9981         | 0.9539             | 0.9934    | 0.9362        |
+| 0.0172        | 2840.0 | 2840 | 0.0165          | 0.9645   | 0.9756        | 0.9939           | 0.9981         | 0.9532             | 0.9933    | 0.9357        |
+| 0.0174        | 2860.0 | 2860 | 0.0171          | 0.9631   | 0.9803        | 0.9936           | 0.9966         | 0.9640             | 0.9930    | 0.9331        |
+| 0.0181        | 2880.0 | 2880 | 0.0170          | 0.9638   | 0.9801        | 0.9937           | 0.9968         | 0.9634             | 0.9931    | 0.9345        |
+| 0.0582        | 2900.0 | 2900 | 0.0172          | 0.9632   | 0.9807        | 0.9936           | 0.9966         | 0.9649             | 0.9930    | 0.9335        |
+| 0.0171        | 2920.0 | 2920 | 0.0164          | 0.9640   | 0.9783        | 0.9938           | 0.9973         | 0.9592             | 0.9932    | 0.9347        |
+| 0.017         | 2940.0 | 2940 | 0.0164          | 0.9642   | 0.9781        | 0.9938           | 0.9974         | 0.9588             | 0.9932    | 0.9352        |
+| 0.0172        | 2960.0 | 2960 | 0.0163          | 0.9652   | 0.9771        | 0.9940           | 0.9979         | 0.9562             | 0.9935    | 0.9370        |
+| 0.0169        | 2980.0 | 2980 | 0.0160          | 0.9651   | 0.9779        | 0.9940           | 0.9977         | 0.9581             | 0.9934    | 0.9368        |
+| 0.0168        | 3000.0 | 3000 | 0.0162          | 0.9645   | 0.9769        | 0.9939           | 0.9978         | 0.9560             | 0.9933    | 0.9358        |
+| 0.0167        | 3020.0 | 3020 | 0.0160          | 0.9649   | 0.9788        | 0.9940           | 0.9974         | 0.9602             | 0.9934    | 0.9365        |
+| 0.0168        | 3040.0 | 3040 | 0.0166          | 0.9650   | 0.9771        | 0.9940           | 0.9978         | 0.9564             | 0.9934    | 0.9365        |
+| 0.017         | 3060.0 | 3060 | 0.0175          | 0.9646   | 0.9750        | 0.9939           | 0.9983         | 0.9518             | 0.9934    | 0.9358        |
+| 0.0165        | 3080.0 | 3080 | 0.0170          | 0.9637   | 0.9799        | 0.9937           | 0.9969         | 0.9629             | 0.9931    | 0.9344        |
+| 0.0167        | 3100.0 | 3100 | 0.0164          | 0.9650   | 0.9798        | 0.9940           | 0.9972         | 0.9624             | 0.9934    | 0.9367        |
+| 0.0172        | 3120.0 | 3120 | 0.0175          | 0.9608   | 0.9834        | 0.9931           | 0.9953         | 0.9714             | 0.9924    | 0.9291        |
+| 0.0169        | 3140.0 | 3140 | 0.0168          | 0.9634   | 0.9811        | 0.9936           | 0.9965         | 0.9658             | 0.9930    | 0.9337        |
+| 0.0175        | 3160.0 | 3160 | 0.0174          | 0.9611   | 0.9819        | 0.9932           | 0.9958         | 0.9681             | 0.9925    | 0.9297        |
+| 0.0173        | 3180.0 | 3180 | 0.0159          | 0.9655   | 0.9765        | 0.9941           | 0.9981         | 0.9549             | 0.9935    | 0.9375        |
+| 0.0178        | 3200.0 | 3200 | 0.0169          | 0.9638   | 0.9801        | 0.9937           | 0.9968         | 0.9633             | 0.9931    | 0.9344        |
+| 0.0167        | 3220.0 | 3220 | 0.0161          | 0.9650   | 0.9787        | 0.9940           | 0.9975         | 0.9599             | 0.9934    | 0.9366        |
+| 0.0214        | 3240.0 | 3240 | 0.0173          | 0.9632   | 0.9797        | 0.9936           | 0.9968         | 0.9625             | 0.9930    | 0.9334        |
+| 0.0164        | 3260.0 | 3260 | 0.0165          | 0.9645   | 0.9802        | 0.9939           | 0.9970         | 0.9634             | 0.9933    | 0.9357        |
+| 0.0163        | 3280.0 | 3280 | 0.0162          | 0.9647   | 0.9805        | 0.9939           | 0.9970         | 0.9640             | 0.9933    | 0.9362        |
+| 0.0161        | 3300.0 | 3300 | 0.0157          | 0.9660   | 0.9779        | 0.9942           | 0.9979         | 0.9579             | 0.9936    | 0.9385        |
+| 0.0172        | 3320.0 | 3320 | 0.0163          | 0.9651   | 0.9745        | 0.9940           | 0.9985         | 0.9506             | 0.9935    | 0.9367        |
+| 0.0159        | 3340.0 | 3340 | 0.0158          | 0.9657   | 0.9775        | 0.9941           | 0.9979         | 0.9571             | 0.9935    | 0.9379        |
+| 0.016         | 3360.0 | 3360 | 0.0158          | 0.9656   | 0.9759        | 0.9941           | 0.9983         | 0.9536             | 0.9935    | 0.9377        |
+| 0.016         | 3380.0 | 3380 | 0.0156          | 0.9656   | 0.9765        | 0.9941           | 0.9981         | 0.9549             | 0.9935    | 0.9377        |
+| 0.017         | 3400.0 | 3400 | 0.0159          | 0.9652   | 0.9766        | 0.9940           | 0.9980         | 0.9551             | 0.9934    | 0.9369        |
+| 0.0164        | 3420.0 | 3420 | 0.0155          | 0.9657   | 0.9788        | 0.9941           | 0.9976         | 0.9601             | 0.9935    | 0.9379        |
+| 0.0245        | 3440.0 | 3440 | 0.0157          | 0.9652   | 0.9799        | 0.9940           | 0.9972         | 0.9626             | 0.9934    | 0.9370        |
+| 0.0187        | 3460.0 | 3460 | 0.0160          | 0.9653   | 0.9795        | 0.9940           | 0.9973         | 0.9617             | 0.9934    | 0.9372        |
+| 0.016         | 3480.0 | 3480 | 0.0156          | 0.9660   | 0.9777        | 0.9942           | 0.9979         | 0.9576             | 0.9936    | 0.9384        |
+| 0.0161        | 3500.0 | 3500 | 0.0156          | 0.9654   | 0.9754        | 0.9941           | 0.9983         | 0.9524             | 0.9935    | 0.9373        |
+| 0.0163        | 3520.0 | 3520 | 0.0152          | 0.9667   | 0.9784        | 0.9943           | 0.9979         | 0.9588             | 0.9937    | 0.9396        |
+| 0.0157        | 3540.0 | 3540 | 0.0154          | 0.9658   | 0.9762        | 0.9941           | 0.9982         | 0.9541             | 0.9936    | 0.9380        |
+| 0.0158        | 3560.0 | 3560 | 0.0156          | 0.9659   | 0.9770        | 0.9942           | 0.9981         | 0.9558             | 0.9936    | 0.9383        |
+| 0.0159        | 3580.0 | 3580 | 0.0158          | 0.9652   | 0.9807        | 0.9940           | 0.9970         | 0.9645             | 0.9934    | 0.9370        |
+| 0.0165        | 3600.0 | 3600 | 0.0167          | 0.9629   | 0.9828        | 0.9935           | 0.9960         | 0.9696             | 0.9929    | 0.9329        |
+| 0.0165        | 3620.0 | 3620 | 0.0156          | 0.9661   | 0.9796        | 0.9942           | 0.9975         | 0.9618             | 0.9936    | 0.9386        |
+| 0.0157        | 3640.0 | 3640 | 0.0154          | 0.9664   | 0.9771        | 0.9943           | 0.9982         | 0.9561             | 0.9937    | 0.9392        |
+| 0.0157        | 3660.0 | 3660 | 0.0153          | 0.9661   | 0.9801        | 0.9941           | 0.9974         | 0.9628             | 0.9936    | 0.9386        |
+| 0.017         | 3680.0 | 3680 | 0.0154          | 0.9663   | 0.9802        | 0.9942           | 0.9974         | 0.9630             | 0.9936    | 0.9389        |
+| 0.0156        | 3700.0 | 3700 | 0.0153          | 0.9661   | 0.9798        | 0.9941           | 0.9974         | 0.9623             | 0.9936    | 0.9385        |
+| 0.0159        | 3720.0 | 3720 | 0.0152          | 0.9663   | 0.9791        | 0.9942           | 0.9977         | 0.9605             | 0.9936    | 0.9390        |
+| 0.0158        | 3740.0 | 3740 | 0.0153          | 0.9655   | 0.9758        | 0.9941           | 0.9983         | 0.9532             | 0.9935    | 0.9376        |
+| 0.0161        | 3760.0 | 3760 | 0.0156          | 0.9655   | 0.9772        | 0.9941           | 0.9979         | 0.9564             | 0.9935    | 0.9375        |
+| 0.0161        | 3780.0 | 3780 | 0.0160          | 0.9650   | 0.9804        | 0.9939           | 0.9970         | 0.9637             | 0.9934    | 0.9367        |
+| 0.0157        | 3800.0 | 3800 | 0.0152          | 0.9659   | 0.9757        | 0.9942           | 0.9984         | 0.9530             | 0.9936    | 0.9382        |
+| 0.0154        | 3820.0 | 3820 | 0.0153          | 0.9662   | 0.9804        | 0.9942           | 0.9973         | 0.9635             | 0.9936    | 0.9388        |
+| 0.0155        | 3840.0 | 3840 | 0.0155          | 0.9652   | 0.9812        | 0.9940           | 0.9969         | 0.9654             | 0.9934    | 0.9370        |
+| 0.0152        | 3860.0 | 3860 | 0.0148          | 0.9667   | 0.9776        | 0.9943           | 0.9981         | 0.9571             | 0.9937    | 0.9396        |
+| 0.0154        | 3880.0 | 3880 | 0.0150          | 0.9666   | 0.9807        | 0.9942           | 0.9973         | 0.9640             | 0.9937    | 0.9396        |
+| 0.0153        | 3900.0 | 3900 | 0.0150          | 0.9662   | 0.9805        | 0.9942           | 0.9973         | 0.9636             | 0.9936    | 0.9388        |
+| 0.0154        | 3920.0 | 3920 | 0.0150          | 0.9661   | 0.9799        | 0.9942           | 0.9974         | 0.9624             | 0.9936    | 0.9386        |
+| 0.0154        | 3940.0 | 3940 | 0.0149          | 0.9667   | 0.9797        | 0.9943           | 0.9976         | 0.9619             | 0.9937    | 0.9396        |
+| 0.0154        | 3960.0 | 3960 | 0.0148          | 0.9670   | 0.9790        | 0.9943           | 0.9978         | 0.9601             | 0.9938    | 0.9402        |
+| 0.0156        | 3980.0 | 3980 | 0.0150          | 0.9660   | 0.9805        | 0.9941           | 0.9972         | 0.9638             | 0.9935    | 0.9384        |
+| 0.0154        | 4000.0 | 4000 | 0.0147          | 0.9665   | 0.9781        | 0.9943           | 0.9979         | 0.9583             | 0.9937    | 0.9394        |
+| 0.0155        | 4020.0 | 4020 | 0.0147          | 0.9669   | 0.9784        | 0.9943           | 0.9979         | 0.9590             | 0.9938    | 0.9400        |
+| 0.0156        | 4040.0 | 4040 | 0.0153          | 0.9657   | 0.9808        | 0.9941           | 0.9971         | 0.9645             | 0.9935    | 0.9379        |
+| 0.0154        | 4060.0 | 4060 | 0.0149          | 0.9661   | 0.9798        | 0.9942           | 0.9974         | 0.9622             | 0.9936    | 0.9386        |
+| 0.0157        | 4080.0 | 4080 | 0.0148          | 0.9670   | 0.9793        | 0.9943           | 0.9978         | 0.9608             | 0.9938    | 0.9402        |
+| 0.0153        | 4100.0 | 4100 | 0.0152          | 0.9659   | 0.9783        | 0.9941           | 0.9977         | 0.9589             | 0.9936    | 0.9382        |
+| 0.015         | 4120.0 | 4120 | 0.0151          | 0.9663   | 0.9790        | 0.9942           | 0.9977         | 0.9603             | 0.9936    | 0.9390        |
+| 0.0154        | 4140.0 | 4140 | 0.0149          | 0.9664   | 0.9769        | 0.9942           | 0.9982         | 0.9556             | 0.9937    | 0.9390        |
+| 0.015         | 4160.0 | 4160 | 0.0148          | 0.9666   | 0.9772        | 0.9943           | 0.9982         | 0.9563             | 0.9937    | 0.9394        |
+| 0.0152        | 4180.0 | 4180 | 0.0149          | 0.9666   | 0.9791        | 0.9943           | 0.9977         | 0.9605             | 0.9937    | 0.9395        |
+| 0.0151        | 4200.0 | 4200 | 0.0149          | 0.9664   | 0.9804        | 0.9942           | 0.9974         | 0.9634             | 0.9936    | 0.9392        |
+| 0.0159        | 4220.0 | 4220 | 0.0177          | 0.9600   | 0.9844        | 0.9930           | 0.9949         | 0.9740             | 0.9923    | 0.9277        |
+| 0.0154        | 4240.0 | 4240 | 0.0151          | 0.9659   | 0.9814        | 0.9941           | 0.9970         | 0.9658             | 0.9935    | 0.9384        |
+| 0.0153        | 4260.0 | 4260 | 0.0144          | 0.9673   | 0.9783        | 0.9944           | 0.9981         | 0.9586             | 0.9938    | 0.9408        |
+| 0.0163        | 4280.0 | 4280 | 0.0156          | 0.9650   | 0.9745        | 0.9940           | 0.9985         | 0.9506             | 0.9935    | 0.9366        |
+| 0.016         | 4300.0 | 4300 | 0.0155          | 0.9660   | 0.9778        | 0.9942           | 0.9979         | 0.9577             | 0.9936    | 0.9384        |
+| 0.0153        | 4320.0 | 4320 | 0.0149          | 0.9670   | 0.9784        | 0.9943           | 0.9980         | 0.9587             | 0.9938    | 0.9401        |
+| 0.0149        | 4340.0 | 4340 | 0.0145          | 0.9672   | 0.9784        | 0.9944           | 0.9980         | 0.9588             | 0.9938    | 0.9406        |
+| 0.0149        | 4360.0 | 4360 | 0.0147          | 0.9668   | 0.9790        | 0.9943           | 0.9978         | 0.9601             | 0.9937    | 0.9399        |
+| 0.0149        | 4380.0 | 4380 | 0.0146          | 0.9667   | 0.9769        | 0.9943           | 0.9983         | 0.9555             | 0.9937    | 0.9396        |
+| 0.0172        | 4400.0 | 4400 | 0.0147          | 0.9671   | 0.9782        | 0.9944           | 0.9981         | 0.9583             | 0.9938    | 0.9404        |
+| 0.0154        | 4420.0 | 4420 | 0.0147          | 0.9672   | 0.9798        | 0.9944           | 0.9977         | 0.9619             | 0.9938    | 0.9407        |
+| 0.0153        | 4440.0 | 4440 | 0.0146          | 0.9664   | 0.9804        | 0.9942           | 0.9973         | 0.9636             | 0.9936    | 0.9391        |
+| 0.015         | 4460.0 | 4460 | 0.0151          | 0.9657   | 0.9750        | 0.9941           | 0.9985         | 0.9515             | 0.9936    | 0.9378        |
+| 0.0147        | 4480.0 | 4480 | 0.0146          | 0.9668   | 0.9802        | 0.9943           | 0.9975         | 0.9630             | 0.9937    | 0.9400        |
+| 0.0149        | 4500.0 | 4500 | 0.0147          | 0.9665   | 0.9812        | 0.9942           | 0.9972         | 0.9652             | 0.9936    | 0.9394        |
+| 0.0147        | 4520.0 | 4520 | 0.0143          | 0.9671   | 0.9801        | 0.9943           | 0.9976         | 0.9626             | 0.9938    | 0.9405        |
+| 0.0153        | 4540.0 | 4540 | 0.0149          | 0.9663   | 0.9760        | 0.9942           | 0.9984         | 0.9537             | 0.9937    | 0.9390        |
+| 0.0151        | 4560.0 | 4560 | 0.0145          | 0.9671   | 0.9775        | 0.9944           | 0.9982         | 0.9569             | 0.9938    | 0.9404        |
+| 0.015         | 4580.0 | 4580 | 0.0146          | 0.9661   | 0.9762        | 0.9942           | 0.9983         | 0.9541             | 0.9936    | 0.9386        |
+| 0.0158        | 4600.0 | 4600 | 0.0146          | 0.9674   | 0.9790        | 0.9944           | 0.9979         | 0.9601             | 0.9939    | 0.9410        |
+| 0.0152        | 4620.0 | 4620 | 0.0144          | 0.9669   | 0.9797        | 0.9943           | 0.9976         | 0.9618             | 0.9938    | 0.9401        |
+| 0.0146        | 4640.0 | 4640 | 0.0145          | 0.9674   | 0.9792        | 0.9944           | 0.9979         | 0.9606             | 0.9939    | 0.9410        |
+| 0.015         | 4660.0 | 4660 | 0.0149          | 0.9665   | 0.9818        | 0.9942           | 0.9970         | 0.9666             | 0.9936    | 0.9393        |
+| 0.0148        | 4680.0 | 4680 | 0.0146          | 0.9671   | 0.9800        | 0.9943           | 0.9976         | 0.9624             | 0.9938    | 0.9405        |
+| 0.015         | 4700.0 | 4700 | 0.0143          | 0.9674   | 0.9791        | 0.9944           | 0.9979         | 0.9603             | 0.9939    | 0.9409        |
+| 0.0154        | 4720.0 | 4720 | 0.0145          | 0.9667   | 0.9768        | 0.9943           | 0.9983         | 0.9553             | 0.9937    | 0.9396        |
+| 0.0195        | 4740.0 | 4740 | 0.0144          | 0.9671   | 0.9795        | 0.9943           | 0.9977         | 0.9613             | 0.9938    | 0.9404        |
+| 0.0151        | 4760.0 | 4760 | 0.0150          | 0.9659   | 0.9756        | 0.9942           | 0.9984         | 0.9527             | 0.9936    | 0.9382        |
+| 0.0152        | 4780.0 | 4780 | 0.0144          | 0.9674   | 0.9786        | 0.9944           | 0.9980         | 0.9593             | 0.9939    | 0.9409        |
+| 0.015         | 4800.0 | 4800 | 0.0144          | 0.9674   | 0.9786        | 0.9944           | 0.9980         | 0.9591             | 0.9939    | 0.9409        |
+| 0.0151        | 4820.0 | 4820 | 0.0147          | 0.9665   | 0.9758        | 0.9943           | 0.9985         | 0.9531             | 0.9937    | 0.9393        |
+| 0.0147        | 4840.0 | 4840 | 0.0145          | 0.9670   | 0.9777        | 0.9943           | 0.9981         | 0.9573             | 0.9938    | 0.9402        |
+| 0.0148        | 4860.0 | 4860 | 0.0147          | 0.9669   | 0.9775        | 0.9943           | 0.9982         | 0.9569             | 0.9938    | 0.9401        |
+| 0.015         | 4880.0 | 4880 | 0.0149          | 0.9661   | 0.9818        | 0.9941           | 0.9970         | 0.9666             | 0.9936    | 0.9387        |
+| 0.0151        | 4900.0 | 4900 | 0.0147          | 0.9668   | 0.9804        | 0.9943           | 0.9974         | 0.9635             | 0.9937    | 0.9398        |
+| 0.0151        | 4920.0 | 4920 | 0.0144          | 0.9675   | 0.9791        | 0.9944           | 0.9979         | 0.9604             | 0.9939    | 0.9411        |
+| 0.0152        | 4940.0 | 4940 | 0.0144          | 0.9670   | 0.9802        | 0.9943           | 0.9975         | 0.9629             | 0.9938    | 0.9403        |
+| 0.0155        | 4960.0 | 4960 | 0.0148          | 0.9668   | 0.9771        | 0.9943           | 0.9982         | 0.9559             | 0.9938    | 0.9398        |
+| 0.0155        | 4980.0 | 4980 | 0.0145          | 0.9673   | 0.9780        | 0.9944           | 0.9981         | 0.9578             | 0.9939    | 0.9408        |
+| 0.0155        | 5000.0 | 5000 | 0.0145          | 0.9671   | 0.9794        | 0.9943           | 0.9978         | 0.9610             | 0.9938    | 0.9404        |
+
+
+### Framework versions
+
+- Transformers 4.35.0
+- Pytorch 2.1.0+cpu
+- Datasets 2.15.0
+- Tokenizers 0.14.1
diff --git a/config.json b/config.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ebb50ab6b4ec2eb1fc30697290203fd92d54da7
--- /dev/null
+++ b/config.json
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+{
+  "_name_or_path": "nvidia/mit-b0",
+  "architectures": [
+    "SegformerForSemanticSegmentation"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "classifier_dropout_prob": 0.1,
+  "decoder_hidden_size": 256,
+  "depths": [
+    2,
+    2,
+    2,
+    2
+  ],
+  "downsampling_rates": [
+    1,
+    4,
+    8,
+    16
+  ],
+  "drop_path_rate": 0.1,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_sizes": [
+    32,
+    64,
+    160,
+    256
+  ],
+  "id2label": {
+    "0": "Water",
+    "1": "Non-Water"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "label2id": {
+    "Non-Water": "1",
+    "Water": "0"
+  },
+  "layer_norm_eps": 1e-06,
+  "mlp_ratios": [
+    4,
+    4,
+    4,
+    4
+  ],
+  "model_type": "segformer",
+  "num_attention_heads": [
+    1,
+    2,
+    5,
+    8
+  ],
+  "num_channels": 3,
+  "num_encoder_blocks": 4,
+  "patch_sizes": [
+    7,
+    3,
+    3,
+    3
+  ],
+  "reshape_last_stage": true,
+  "semantic_loss_ignore_index": 255,
+  "sr_ratios": [
+    8,
+    4,
+    2,
+    1
+  ],
+  "strides": [
+    4,
+    2,
+    2,
+    2
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.35.0"
+}
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