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# image_segmentation_text_v2

This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.0615
- Mean Iou: 0.8781
- Mean Accuracy: 0.9110
- Overall Accuracy: 0.9734
- Per Category Iou: [0.9705763603242805, 0.7855978863350824]
- Per Category Accuracy: [0.9925963343496583, 0.8293473752101665]

## 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: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 50

### Training results

| Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Per Category Iou                          | Per Category Accuracy                     |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:-------------:|:----------------:|:-----------------------------------------:|:-----------------------------------------:|
| 0.5172        | 0.4   | 20   | 0.5984          | 0.6201   | 0.8312        | 0.8580           | [0.8433386612833417, 0.39680175287609587] | [0.866190330235608, 0.7961823484817947]   |
| 0.4767        | 0.8   | 40   | 0.4035          | 0.5258   | 0.5853        | 0.8882           | [0.8856626480452995, 0.1659390336502284]  | [0.9810900280003672, 0.18954193123051938] |
| 0.3439        | 1.2   | 60   | 0.3474          | 0.6995   | 0.8573        | 0.9074           | [0.8979547121624778, 0.5009503846168084]  | [0.9228071003413048, 0.7918197268517736]  |
| 0.2842        | 1.6   | 80   | 0.2828          | 0.6923   | 0.7722        | 0.9230           | [0.9174404161237479, 0.4671543716020125]  | [0.9692542242141893, 0.5751911816528029]  |
| 0.2941        | 2.0   | 100  | 0.2412          | 0.7274   | 0.8226        | 0.9294           | [0.9232295355579201, 0.5316079622856148]  | [0.9621363189327741, 0.6830129526301212]  |
| 0.2159        | 2.4   | 120  | 0.2387          | 0.7471   | 0.8877        | 0.9274           | [0.9195102054074465, 0.5746316429439954]  | [0.9395897739623381, 0.8357430695431796]  |
| 0.2013        | 2.8   | 140  | 0.2059          | 0.7660   | 0.8994        | 0.9345           | [0.9272560031451658, 0.6047195723903955]  | [0.9453276278068868, 0.8534035600552902]  |
| 0.1822        | 3.2   | 160  | 0.1598          | 0.8016   | 0.8669        | 0.9533           | [0.9487517424447746, 0.6545065297960031]  | [0.9797635674372861, 0.7541327875396765]  |
| 0.1261        | 3.6   | 180  | 0.1533          | 0.7870   | 0.8553        | 0.9494           | [0.9446523952139291, 0.6294161895000621]  | [0.9782770257479946, 0.7322611643453532]  |
| 0.1751        | 4.0   | 200  | 0.1434          | 0.8060   | 0.8609        | 0.9556           | [0.9513646199038472, 0.6606627045566984]  | [0.9846122449614638, 0.7371309163585958]  |
| 0.1556        | 4.4   | 220  | 0.1340          | 0.8102   | 0.8645        | 0.9566           | [0.9524442279212987, 0.6679515135667692]  | [0.984852971709032, 0.7440538962567276]   |
| 0.1068        | 4.8   | 240  | 0.1253          | 0.7898   | 0.8358        | 0.9531           | [0.9490085335911248, 0.6306787839687829]  | [0.9890518166701155, 0.6826157004965977]  |
| 0.1215        | 5.2   | 260  | 0.1073          | 0.8497   | 0.9091        | 0.9652           | [0.9614007926531548, 0.7380488065311127]  | [0.9823778512721868, 0.8358783043120386]  |
| 0.091         | 5.6   | 280  | 0.1077          | 0.8325   | 0.8819        | 0.9622           | [0.9583632540158915, 0.7067172285496849]  | [0.9867697098157909, 0.7770472788553937]  |
| 0.1009        | 6.0   | 300  | 0.1064          | 0.8238   | 0.8680        | 0.9608           | [0.9569876540030186, 0.6906903674483074]  | [0.9892049828448698, 0.7467735454785426]  |
| 0.0984        | 6.4   | 320  | 0.1060          | 0.8311   | 0.8761        | 0.9623           | [0.9585729019064059, 0.7037087870923661]  | [0.9887282833788597, 0.7633723130216779]  |
| 0.0813        | 6.8   | 340  | 0.0987          | 0.8419   | 0.8883        | 0.9645           | [0.9608922897234371, 0.722840581644497]   | [0.9878806832041188, 0.7887346836871759]  |
| 0.0625        | 7.2   | 360  | 0.0902          | 0.8475   | 0.8891        | 0.9662           | [0.9627445497647863, 0.7323412821849365]  | [0.9898383923982556, 0.7883172763717552]  |
| 0.0734        | 7.6   | 380  | 0.0927          | 0.8469   | 0.8959        | 0.9654           | [0.961803716924761, 0.7319708674782419]   | [0.9867425686313254, 0.8049635061174228]  |
| 0.0733        | 8.0   | 400  | 0.0876          | 0.8711   | 0.9307        | 0.9701           | [0.9666965487625444, 0.7754727726647843]  | [0.9822345389032576, 0.8790988163056722]  |
| 0.0584        | 8.4   | 420  | 0.0918          | 0.8607   | 0.9121        | 0.9683           | [0.964859785245781, 0.7564785981949649]   | [0.9855508631847466, 0.838696128774708]   |
| 0.0639        | 8.8   | 440  | 0.0858          | 0.8735   | 0.9349        | 0.9706           | [0.967139403611975, 0.7798182886949773]   | [0.9814883292042429, 0.8884020581691553]  |
| 0.0859        | 9.2   | 460  | 0.0863          | 0.8442   | 0.8790        | 0.9661           | [0.9627025051107989, 0.7256751249820441]  | [0.9927421533884905, 0.765291606472024]   |
| 0.0676        | 9.6   | 480  | 0.0796          | 0.8692   | 0.9225        | 0.9701           | [0.9667776147303454, 0.7716995072886178]  | [0.9847239214274811, 0.8603714014873224]  |
| 0.0856        | 10.0  | 500  | 0.0789          | 0.8721   | 0.9231        | 0.9709           | [0.9676681841843127, 0.7764766898351453]  | [0.9856164687866871, 0.8604845305728103]  |
| 0.0732        | 10.4  | 520  | 0.0796          | 0.8611   | 0.9052        | 0.9690           | [0.9656431512846645, 0.7564856330988124]  | [0.9885161672429414, 0.8218307926968024]  |
| 0.0642        | 10.8  | 540  | 0.0881          | 0.8378   | 0.8718        | 0.9648           | [0.9613570133699026, 0.7141516019397048]  | [0.9932708878642084, 0.7502987518090901]  |
| 0.0806        | 11.2  | 560  | 0.0792          | 0.8605   | 0.9039        | 0.9689           | [0.9655732989225007, 0.7554214468864908]  | [0.9888003717477902, 0.8190597802695073]  |
| 0.0642        | 11.6  | 580  | 0.0768          | 0.8663   | 0.9076        | 0.9703           | [0.9671300467068968, 0.7654769403248215]  | [0.9895412223594264, 0.8256966866181296]  |
| 0.0503        | 12.0  | 600  | 0.0796          | 0.8637   | 0.9056        | 0.9697           | [0.9664822125443101, 0.7610012493038518]  | [0.9893804497380703, 0.8217891819986919]  |
| 0.0711        | 12.4  | 620  | 0.0799          | 0.8524   | 0.8876        | 0.9678           | [0.9645090425676253, 0.7402596444414385]  | [0.9923599294467503, 0.7828006080363261]  |
| 0.0622        | 12.8  | 640  | 0.0739          | 0.8678   | 0.9150        | 0.9702           | [0.9669781140184328, 0.7687031945706295]  | [0.9871926455342293, 0.84275642267627]    |
| 0.0551        | 13.2  | 660  | 0.0715          | 0.8741   | 0.9178        | 0.9719           | [0.9687595252839901, 0.7794271755462193]  | [0.988435608058477, 0.8472263218873572]   |
| 0.0717        | 13.6  | 680  | 0.0757          | 0.8598   | 0.8941        | 0.9694           | [0.9662689349888198, 0.7532485600087165]  | [0.9925298643787859, 0.7955731418547709]  |
| 0.0635        | 14.0  | 700  | 0.0718          | 0.8732   | 0.9174        | 0.9716           | [0.96850746670701, 0.7778616932414459]    | [0.9882812317672178, 0.8464279166173623]  |
| 0.0523        | 14.4  | 720  | 0.0663          | 0.8876   | 0.9358        | 0.9746           | [0.9716791978883015, 0.8036108039561688]  | [0.9865335642235624, 0.8850107862731508]  |
| 0.0577        | 14.8  | 740  | 0.0676          | 0.8833   | 0.9366        | 0.9733           | [0.9702350309780267, 0.796362403107551]   | [0.9846131957672891, 0.8885314414335925]  |
| 0.0435        | 15.2  | 760  | 0.0711          | 0.8671   | 0.9039        | 0.9708           | [0.9677187286152693, 0.7665006963915808]  | [0.9913234646603627, 0.8165254286877156]  |
| 0.0673        | 15.6  | 780  | 0.0717          | 0.8637   | 0.8964        | 0.9704           | [0.9673187596918544, 0.7601149728604968]  | [0.9930802945146975, 0.7996782972902333]  |
| 0.0563        | 16.0  | 800  | 0.0654          | 0.8845   | 0.9251        | 0.9744           | [0.971468043944435, 0.7974893910508356]   | [0.989447006145836, 0.860792709805691]    |
| 0.0586        | 16.4  | 820  | 0.0693          | 0.8732   | 0.9129        | 0.9719           | [0.9688913807063626, 0.7775406555703152]  | [0.9900519779613582, 0.8357222641941243]  |
| 0.0564        | 16.8  | 840  | 0.0698          | 0.8698   | 0.9045        | 0.9715           | [0.9685318541511667, 0.7711066182518113]  | [0.9921181654564637, 0.8168225550789108]  |
| 0.0478        | 17.2  | 860  | 0.0682          | 0.8736   | 0.9110        | 0.9722           | [0.9691646685069771, 0.7780200639749164]  | [0.9909173841360986, 0.831173044589764]   |
| 0.0485        | 17.6  | 880  | 0.0646          | 0.8790   | 0.9192        | 0.9732           | [0.9702169077246766, 0.7878410180791867]  | [0.989739854340005, 0.8486430361245876]   |
| 0.0566        | 18.0  | 900  | 0.0693          | 0.8667   | 0.9029        | 0.9708           | [0.9676668469869958, 0.7656600486037874]  | [0.991562981291426, 0.8142504938019565]   |
| 0.0455        | 18.4  | 920  | 0.0727          | 0.8621   | 0.8955        | 0.9700           | [0.9668821926221384, 0.7572945442521496]  | [0.9928309240778092, 0.7981315496214076]  |
| 0.0451        | 18.8  | 940  | 0.0743          | 0.8616   | 0.8957        | 0.9698           | [0.9667066236459168, 0.75648894444205]    | [0.9925660814370375, 0.7987895187852797]  |
| 0.0479        | 19.2  | 960  | 0.0648          | 0.8791   | 0.9170        | 0.9733           | [0.9704226039041611, 0.787839253664714]   | [0.9906320559516382, 0.8433539262944503]  |
| 0.0429        | 19.6  | 980  | 0.0643          | 0.8814   | 0.9217        | 0.9737           | [0.9707538355760997, 0.7919781103864696]  | [0.9896213493594248, 0.8538053633589195]  |
| 0.0412        | 20.0  | 1000 | 0.0685          | 0.8710   | 0.9082        | 0.9716           | [0.9685757534109218, 0.7733473306325775]  | [0.9910794533108528, 0.8252383187717562]  |
| 0.0517        | 20.4  | 1020 | 0.0700          | 0.8681   | 0.9049        | 0.9710           | [0.9679606643038668, 0.768307799914675]   | [0.9913238968448287, 0.8184479729738515]  |
| 0.0622        | 20.8  | 1040 | 0.0705          | 0.8661   | 0.9029        | 0.9706           | [0.967473334999663, 0.7646563357741486]   | [0.9913285644370616, 0.8145313660142023]  |
| 0.0501        | 21.2  | 1060 | 0.0659          | 0.8735   | 0.9092        | 0.9723           | [0.9692782576787035, 0.7776627515629433]  | [0.9915888259224934, 0.826863736666697]   |
| 0.0331        | 21.6  | 1080 | 0.0656          | 0.8740   | 0.9095        | 0.9724           | [0.969431404124596, 0.7786407327387083]   | [0.9916812269613265, 0.8273624148768648]  |
| 0.0409        | 22.0  | 1100 | 0.0627          | 0.8812   | 0.9180        | 0.9739           | [0.9709853246351019, 0.791378914530232]   | [0.991000449990466, 0.8449500866672821]   |
| 0.0507        | 22.4  | 1120 | 0.0670          | 0.8712   | 0.9054        | 0.9719           | [0.96890284080009, 0.7735870738116131]    | [0.992284124291412, 0.8184843823346982]   |
| 0.055         | 22.8  | 1140 | 0.0650          | 0.8740   | 0.9106        | 0.9723           | [0.969333155377141, 0.7786920795104981]   | [0.9912426461652186, 0.8299858393592993]  |
| 0.0621        | 23.2  | 1160 | 0.0608          | 0.8851   | 0.9241        | 0.9746           | [0.97174575429152, 0.7984980757048741]    | [0.9900816258157266, 0.8580698097480862]  |
| 0.0475        | 23.6  | 1180 | 0.0648          | 0.8757   | 0.9099        | 0.9728           | [0.969923983536794, 0.781504588462575]    | [0.9921419356020943, 0.8276972509632227]  |
| 0.0719        | 24.0  | 1200 | 0.0597          | 0.8883   | 0.9290        | 0.9752           | [0.9723810750370141, 0.8042819715081054]  | [0.9893649775341871, 0.8686207223877259]  |
| 0.0432        | 24.4  | 1220 | 0.0671          | 0.8745   | 0.9111        | 0.9724           | [0.9694436234993048, 0.7795285436234692]  | [0.991234693971044, 0.8309240305682591]   |
| 0.0487        | 24.8  | 1240 | 0.0627          | 0.8794   | 0.9158        | 0.9735           | [0.9705926889014477, 0.7881517515303139]  | [0.9911871536797828, 0.840397616227132]   |
| 0.0431        | 25.2  | 1260 | 0.0703          | 0.8607   | 0.8911        | 0.9699           | [0.9668504181402485, 0.7545441416676626]  | [0.9940878893787556, 0.7880988202066751]  |
| 0.0485        | 25.6  | 1280 | 0.0686          | 0.8663   | 0.8992        | 0.9709           | [0.9678797771258784, 0.7647121997104036]  | [0.992901802330235, 0.8055415047208637]   |
| 0.0401        | 26.0  | 1300 | 0.0645          | 0.8741   | 0.9094        | 0.9724           | [0.9694702128324741, 0.7787894408819918]  | [0.9917601438448201, 0.827058136646932]   |
| 0.0358        | 26.4  | 1320 | 0.0650          | 0.8752   | 0.9080        | 0.9728           | [0.9699118666008384, 0.7804262038251969]  | [0.9926968604564524, 0.823297569805197]   |
| 0.0371        | 26.8  | 1340 | 0.0624          | 0.8794   | 0.9138        | 0.9736           | [0.9707671601979381, 0.7880723266892008]  | [0.9919919675923885, 0.8355421678913648]  |
| 0.0373        | 27.2  | 1360 | 0.0593          | 0.8905   | 0.9303        | 0.9757           | [0.972963140756407, 0.808064312770677]    | [0.9896636170002007, 0.8708904559362212]  |
| 0.0459        | 27.6  | 1380 | 0.0650          | 0.8748   | 0.9074        | 0.9727           | [0.9698368752489902, 0.7797103933881729]  | [0.9927813957380043, 0.8220466481932505]  |
| 0.0448        | 28.0  | 1400 | 0.0585          | 0.8913   | 0.9294        | 0.9760           | [0.9732524861024707, 0.8092622781494344]  | [0.9902627975438784, 0.8685342501557151]  |
| 0.0466        | 28.4  | 1420 | 0.0591          | 0.8868   | 0.9227        | 0.9751           | [0.9723752980279239, 0.8013039527210407]  | [0.9912211233788112, 0.8542169191699186]  |
| 0.046         | 28.8  | 1440 | 0.0624          | 0.8782   | 0.9129        | 0.9734           | [0.9704629995935647, 0.7859491844731833]  | [0.9919060493205455, 0.8337990697408304]  |
| 0.044         | 29.2  | 1460 | 0.0646          | 0.8738   | 0.9079        | 0.9724           | [0.9694836939653589, 0.7780494172207805]  | [0.9922285453690829, 0.8235309798149104]  |
| 0.0288        | 29.6  | 1480 | 0.0639          | 0.8745   | 0.9087        | 0.9726           | [0.9696471298812925, 0.7793704984065971]  | [0.9921753866797636, 0.8252409194403881]  |
| 0.0613        | 30.0  | 1500 | 0.0599          | 0.8839   | 0.9219        | 0.9744           | [0.9715329244431512, 0.7962728238571309]  | [0.9904880520875633, 0.853244269101586]   |
| 0.044         | 30.4  | 1520 | 0.0628          | 0.8757   | 0.9097        | 0.9729           | [0.9699453251794836, 0.7814895244296873]  | [0.9922406465341312, 0.8271010476793583]  |
| 0.0293        | 30.8  | 1540 | 0.0617          | 0.8780   | 0.9125        | 0.9733           | [0.9704425104125867, 0.7856417917220885]  | [0.9919949928836506, 0.8329473507638814]  |
| 0.0428        | 31.2  | 1560 | 0.0599          | 0.8818   | 0.9155        | 0.9742           | [0.9713541972985056, 0.7921493091394499]  | [0.9921727071360743, 0.8387878023439826]  |
| 0.0645        | 31.6  | 1580 | 0.0627          | 0.8744   | 0.9059        | 0.9727           | [0.9698458799171074, 0.7789683055241065]  | [0.9932316455146946, 0.8186261187751371]  |
| 0.0567        | 32.0  | 1600 | 0.0633          | 0.8749   | 0.9090        | 0.9727           | [0.9697435930361873, 0.7800611650843169]  | [0.992193538427336, 0.8258657300792034]   |
| 0.0285        | 32.4  | 1620 | 0.0620          | 0.8768   | 0.9115        | 0.9731           | [0.9701471869845076, 0.783517826129869]   | [0.991947279718603, 0.8309766941080552]   |
| 0.0571        | 32.8  | 1640 | 0.0601          | 0.8811   | 0.9153        | 0.9740           | [0.9711643268487495, 0.7909989321972878]  | [0.9920145276215143, 0.8385108311346847]  |
| 0.0401        | 33.2  | 1660 | 0.0642          | 0.8734   | 0.9060        | 0.9725           | [0.9695272707444462, 0.7772926276022758]  | [0.9928285902816927, 0.8192216718918434]  |
| 0.0512        | 33.6  | 1680 | 0.0663          | 0.8706   | 0.9027        | 0.9719           | [0.9689150151187212, 0.7721857742809729]  | [0.9930920499321729, 0.8123090946682392]  |
| 0.0376        | 34.0  | 1700 | 0.0628          | 0.8780   | 0.9122        | 0.9733           | [0.9704377847240172, 0.7854762211546131]  | [0.9920699336700569, 0.8323290417966459]  |
| 0.028         | 34.4  | 1720 | 0.0642          | 0.8737   | 0.9078        | 0.9724           | [0.9694875787740898, 0.7780070979332923]  | [0.9922682199030628, 0.8232540086056125]  |
| 0.0529        | 34.8  | 1740 | 0.0597          | 0.8831   | 0.9182        | 0.9744           | [0.971576972958672, 0.7947159780070965]   | [0.9916307478156965, 0.8447452840125196]  |
| 0.0405        | 35.2  | 1760 | 0.0633          | 0.8755   | 0.9079        | 0.9729           | [0.9700091754702059, 0.7809148433321386]  | [0.992833430747712, 0.8230108460885294]   |
| 0.0586        | 35.6  | 1780 | 0.0653          | 0.8714   | 0.9059        | 0.9719           | [0.9689169040586796, 0.7739549474059]     | [0.9921412441069487, 0.8197053962573778]  |
| 0.0572        | 36.0  | 1800 | 0.0628          | 0.8759   | 0.9105        | 0.9729           | [0.9699524292504794, 0.7819443592605768]  | [0.9920137496894754, 0.8289169645515863]  |
| 0.0506        | 36.4  | 1820 | 0.0599          | 0.8820   | 0.9172        | 0.9741           | [0.9712925656410623, 0.7926478079614093]  | [0.9916029151360853, 0.8427128614766857]  |
| 0.0326        | 36.8  | 1840 | 0.0664          | 0.8692   | 0.9008        | 0.9716           | [0.9686386462229684, 0.7696646394310533]  | [0.9933210212622656, 0.8083313719957401]  |
| 0.0332        | 37.2  | 1860 | 0.0611          | 0.8792   | 0.9132        | 0.9736           | [0.9707461298544804, 0.7876790150283312]  | [0.9921293158156869, 0.8343114014613157]  |
| 0.0601        | 37.6  | 1880 | 0.0606          | 0.8808   | 0.9150        | 0.9739           | [0.9711010689625178, 0.7905405861230448]  | [0.9920064025535533, 0.8380732686373666]  |
| 0.0368        | 38.0  | 1900 | 0.0640          | 0.8732   | 0.9050        | 0.9725           | [0.9695594225767187, 0.7769055994221483]  | [0.9931751157865403, 0.8167887463866961]  |
| 0.0422        | 38.4  | 1920 | 0.0617          | 0.8774   | 0.9118        | 0.9732           | [0.9702923463415809, 0.7844662873966847]  | [0.9920254186700578, 0.8315215341864394]  |
| 0.0432        | 38.8  | 1940 | 0.0633          | 0.8759   | 0.9104        | 0.9729           | [0.9699529639553718, 0.7819260584157408]  | [0.992026369475883, 0.8288233404808376]   |
| 0.0586        | 39.2  | 1960 | 0.0611          | 0.8793   | 0.9135        | 0.9736           | [0.9707487378178947, 0.7878378709986136]  | [0.9920483244467564, 0.834959618117818]   |
| 0.0352        | 39.6  | 1980 | 0.0647          | 0.8741   | 0.9070        | 0.9726           | [0.9696673702028153, 0.7785742945526019]  | [0.9927034296603359, 0.8213054576331574]  |
| 0.0361        | 40.0  | 2000 | 0.0630          | 0.8764   | 0.9101        | 0.9730           | [0.9701097833950302, 0.782591672915463]   | [0.9923145500778191, 0.8278324857320817]  |
| 0.0421        | 40.4  | 2020 | 0.0610          | 0.8786   | 0.9117        | 0.9735           | [0.970677588650168, 0.7865422237867158]   | [0.9924901034079128, 0.8309727931051073]  |
| 0.0458        | 40.8  | 2040 | 0.0625          | 0.8759   | 0.9084        | 0.9730           | [0.9701118739649276, 0.7817402653153365]  | [0.9928041286409164, 0.8240530640427653]  |
| 0.0414        | 41.2  | 2060 | 0.0619          | 0.8781   | 0.9117        | 0.9734           | [0.9705327749561811, 0.7857585839593991]  | [0.9923163652525764, 0.831171744255448]   |
| 0.05          | 41.6  | 2080 | 0.0605          | 0.8803   | 0.9136        | 0.9739           | [0.9710563114216053, 0.7895525940174909]  | [0.9923900094855846, 0.8347476636243178]  |
| 0.0306        | 42.0  | 2100 | 0.0601          | 0.8816   | 0.9169        | 0.9740           | [0.9712027944676178, 0.792013158538375]   | [0.9915832939613285, 0.8421550180551419]  |
| 0.0523        | 42.4  | 2120 | 0.0613          | 0.8790   | 0.9123        | 0.9736           | [0.9707498261404447, 0.7872513405027708]  | [0.9923932940875263, 0.8322952331044311]  |
| 0.0347        | 42.8  | 2140 | 0.0591          | 0.8831   | 0.9180        | 0.9744           | [0.9715892664031848, 0.7947023514847699]  | [0.9916940196215205, 0.8443525830491019]  |
| 0.0433        | 43.2  | 2160 | 0.0607          | 0.8802   | 0.9135        | 0.9739           | [0.9710164270074672, 0.7893017221767921]  | [0.9923620903690803, 0.8346481880491474]  |
| 0.0408        | 43.6  | 2180 | 0.0595          | 0.8826   | 0.9176        | 0.9743           | [0.9714433752474874, 0.7937025271738631]  | [0.9916428489807448, 0.8435957884772175]  |
| 0.0318        | 44.0  | 2200 | 0.0626          | 0.8772   | 0.9107        | 0.9732           | [0.970326566740187, 0.7840985118681589]   | [0.9923819708545168, 0.8290287933027581]  |
| 0.048         | 44.4  | 2220 | 0.0598          | 0.8812   | 0.9156        | 0.9740           | [0.9711679522425044, 0.7911830955700955]  | [0.9919216943982151, 0.8392585233663575]  |
| 0.0332        | 44.8  | 2240 | 0.0612          | 0.8785   | 0.9111        | 0.9736           | [0.9707002963862882, 0.7863211248436672]  | [0.9927155308253842, 0.8294058902543844]  |
| 0.0609        | 45.2  | 2260 | 0.0597          | 0.8811   | 0.9152        | 0.9740           | [0.9711846631400414, 0.7910596755855982]  | [0.992068291369086, 0.8382553154416]      |
| 0.0351        | 45.6  | 2280 | 0.0610          | 0.8785   | 0.9113        | 0.9735           | [0.9706826467363787, 0.7863583642701348]  | [0.9926178571360657, 0.830022898887304]   |
| 0.0444        | 46.0  | 2300 | 0.0592          | 0.8825   | 0.9168        | 0.9743           | [0.9714948390728185, 0.7935759738110126]  | [0.9919480576506418, 0.8416394354988668]  |
| 0.0508        | 46.4  | 2320 | 0.0607          | 0.8794   | 0.9122        | 0.9737           | [0.9708919841673713, 0.7879353992275995]  | [0.9926144860972308, 0.8317074819936205]  |
| 0.038         | 46.8  | 2340 | 0.0601          | 0.8816   | 0.9159        | 0.9741           | [0.9712634066834908, 0.7918441714173262]  | [0.9919517744370495, 0.8397806075942125]  |
| 0.035         | 47.2  | 2360 | 0.0606          | 0.8800   | 0.9134        | 0.9738           | [0.9709804766649791, 0.7890313829990002]  | [0.992362781864226, 0.83435821349669]     |
| 0.033         | 47.6  | 2380 | 0.0607          | 0.8800   | 0.9134        | 0.9738           | [0.9709604358552277, 0.7889657724192867]  | [0.9923135128351007, 0.8345812208318759]  |
| 0.0411        | 48.0  | 2400 | 0.0614          | 0.8779   | 0.9107        | 0.9734           | [0.9705508928119433, 0.7853294217376947]  | [0.9926405900389779, 0.8288025351317824]  |
| 0.0378        | 48.4  | 2420 | 0.0596          | 0.8816   | 0.9162        | 0.9741           | [0.9712621476572101, 0.7919987894404409]  | [0.9918544464953037, 0.8405243988229374]  |
| 0.0376        | 48.8  | 2440 | 0.0596          | 0.8816   | 0.9160        | 0.9741           | [0.9712701752402172, 0.7919569993962999]  | [0.991914779446759, 0.8401206450178341]   |
| 0.0405        | 49.2  | 2460 | 0.0599          | 0.8808   | 0.9148        | 0.9739           | [0.9711090571855628, 0.7904560916024725]  | [0.9920912835826778, 0.8374790158549763]  |
| 0.0357        | 49.6  | 2480 | 0.0601          | 0.8805   | 0.9142        | 0.9739           | [0.9710507537711823, 0.7898657116838633]  | [0.9921822151943266, 0.8363132661407248]  |
| 0.0508        | 50.0  | 2500 | 0.0615          | 0.8781   | 0.9110        | 0.9734           | [0.9705763603242805, 0.7855978863350824]  | [0.9925963343496583, 0.8293473752101665]  |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.15.0
- Tokenizers 0.15.0
{"license": "other", "tags": ["generated_from_trainer"], "datasets": ["Caraaaaa/synthetic_image_text"], "base_model": "nvidia/mit-b0", "model-index": [{"name": "image_segmentation_text_v2", "results": []}]}
transformers tensorboard safetensors segformer generated_from_trainer dataset:Caraaaaa/synthetic_image_text base_model:nvidia/mit-b0 license:other endpoints_compatible region:us