End of training
Browse files- README.md +9 -297
- model.safetensors +1 -1
- training_args.bin +0 -0
README.md
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@@ -14,12 +14,12 @@ should probably proofread and complete it, then remove this comment. -->
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This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Mean
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- Mean
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- Overall Accuracy: 0.
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- Per Category
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- Per Category
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## Model description
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@@ -49,297 +49,9 @@ The following hyperparameters were used during training:
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### Training results
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| Training Loss | Epoch | Step
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| No log | 2.0 | 704 | 0.0504 | 0.9601 | 0.9270 | 0.9680 | [0.9675295713753146, 0.9260096562309396, 0.9867119953879415] | [0.9459791412606021, 0.872963641211796, 0.9620040198185841] |
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| 56 |
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| 0.0926 | 3.0 | 1056 | 0.0469 | 0.9626 | 0.9308 | 0.9696 | [0.976981877568764, 0.9279094329590853, 0.9829331173864477] | [0.9512271222960273, 0.8786126779725808, 0.9624252763955721] |
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| 57 |
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| 0.0926 | 4.0 | 1408 | 0.0434 | 0.9650 | 0.9342 | 0.9709 | [0.9747377956334642, 0.9371631770347171, 0.9831413687580725] | [0.9514992749706267, 0.8875518494188358, 0.9634184052879609] |
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| 58 |
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| 0.0926 | 5.0 | 1760 | 0.0404 | 0.9654 | 0.9365 | 0.9722 | [0.9790183451848354, 0.931868939033307, 0.9853091981189084] | [0.9545958343205726, 0.8893830884148213, 0.9655352572607997] |
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| 59 |
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| 0.0489 | 6.0 | 2112 | 0.0384 | 0.9661 | 0.9379 | 0.9728 | [0.9773866558004703, 0.9345143960201026, 0.9863955299519664] | [0.9531893966736721, 0.8940609401841804, 0.9664987357632142] |
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| 60 |
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| 0.0489 | 7.0 | 2464 | 0.0368 | 0.9664 | 0.9395 | 0.9737 | [0.9797208347581942, 0.9314367155961898, 0.9881336748846575] | [0.9564906067137932, 0.8943291373196661, 0.9678084451943865] |
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| 61 |
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| 0.0489 | 8.0 | 2816 | 0.0349 | 0.9682 | 0.9414 | 0.9742 | [0.9778708751081974, 0.9401787191007532, 0.9866964424872435] | [0.9554084330373458, 0.9009800996283194, 0.967811704637516] |
|
| 62 |
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| 0.0444 | 9.0 | 3168 | 0.0359 | 0.9681 | 0.9406 | 0.9739 | [0.9755539486351268, 0.9419141411200738, 0.9868602226252269] | [0.954265235358377, 0.8992715530883467, 0.9682025525890146] |
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| 63 |
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| 0.0444 | 10.0 | 3520 | 0.0348 | 0.9696 | 0.9430 | 0.9748 | [0.9818068502769518, 0.9431803262033203, 0.9839214900072613] | [0.9583063886219042, 0.9038352751146181, 0.9669123237580303] |
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| 64 |
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| 0.0444 | 11.0 | 3872 | 0.0324 | 0.9696 | 0.9438 | 0.9752 | [0.9755896996885818, 0.9448048774208843, 0.9883475874246376] | [0.9552518873096457, 0.9066157650209571, 0.9694370301900792] |
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| 65 |
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| 0.0419 | 12.0 | 4224 | 0.0301 | 0.9698 | 0.9449 | 0.9760 | [0.9835075817155008, 0.9385178631108846, 0.9872965350827831] | [0.9597688504833276, 0.9049312262945042, 0.9700589477366125] |
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| 66 |
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| 0.0419 | 13.0 | 4576 | 0.0318 | 0.9718 | 0.9455 | 0.9756 | [0.9804809910505465, 0.9525539748500063, 0.9824503562237689] | [0.9587920749349544, 0.9111366031099347, 0.9666850999631933] |
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| 67 |
-
| 0.0419 | 14.0 | 4928 | 0.0299 | 0.9689 | 0.9450 | 0.9763 | [0.9869953327083215, 0.9305239255786306, 0.9891438128165745] | [0.9614789901054602, 0.902019204600462, 0.9714271698851473] |
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| 68 |
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| 0.0395 | 15.0 | 5280 | 0.0275 | 0.9714 | 0.9475 | 0.9770 | [0.9821207607125341, 0.9439155851855646, 0.9880443386730532] | [0.9603630106503257, 0.9110681146654315, 0.9710688202410124] |
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| 69 |
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| 0.0395 | 16.0 | 5632 | 0.0261 | 0.9724 | 0.9492 | 0.9778 | [0.9843424195562759, 0.9453863527016915, 0.9874773599749491] | [0.9622900479710766, 0.9138893763225542, 0.9715352161575403] |
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| 70 |
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| 0.0395 | 17.0 | 5984 | 0.0260 | 0.9724 | 0.9492 | 0.9777 | [0.9854679996598319, 0.9447318286653917, 0.9869156268261944] | [0.962596836258211, 0.9135606402341238, 0.9713089895782678] |
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| 71 |
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| 0.0375 | 18.0 | 6336 | 0.0254 | 0.9727 | 0.9498 | 0.9780 | [0.9810848601289812, 0.9482872707093346, 0.9888447858791036] | [0.9601549578309474, 0.9167354522287589, 0.9725340041609281] |
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| 72 |
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| 0.0375 | 19.0 | 6688 | 0.0251 | 0.9723 | 0.9497 | 0.9780 | [0.9849087648017455, 0.943250340410894, 0.9885978819399214] | [0.9624186785427203, 0.9144059221803245, 0.9722529952848835] |
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| 73 |
-
| 0.0358 | 20.0 | 7040 | 0.0243 | 0.9725 | 0.9499 | 0.9782 | [0.9868859856127381, 0.9429134057712529, 0.9876986224089299] | [0.9637833233638406, 0.9137730516307367, 0.9721924918469269] |
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| 74 |
-
| 0.0358 | 21.0 | 7392 | 0.0240 | 0.9741 | 0.9516 | 0.9786 | [0.9830290083251267, 0.9519262027493064, 0.9872292441782441] | [0.9624927147462994, 0.9205276429295651, 0.971761130879927] |
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| 75 |
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| 0.0358 | 22.0 | 7744 | 0.0219 | 0.9745 | 0.9528 | 0.9792 | [0.9831798808538015, 0.9520334300971474, 0.9883120104377244] | [0.9628161115483379, 0.9225203336868483, 0.97299697073952] |
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| 76 |
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| 0.0341 | 23.0 | 8096 | 0.0219 | 0.9743 | 0.9526 | 0.9791 | [0.9818498401800733, 0.9518812335441282, 0.9892551987101811] | [0.9622598670452934, 0.9220809116042825, 0.9735176069708074] |
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| 77 |
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| 0.0341 | 24.0 | 8448 | 0.0238 | 0.9718 | 0.9502 | 0.9786 | [0.9890272399133342, 0.9365962356413103, 0.9898796290797244] | [0.9659860898461177, 0.9109925052076189, 0.9735069076399494] |
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| 78 |
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| 0.0341 | 25.0 | 8800 | 0.0206 | 0.9746 | 0.9538 | 0.9797 | [0.984381247281417, 0.9496819050117226, 0.9897092252872666] | [0.9642724260100926, 0.9232307134206063, 0.9739110335570874] |
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| 79 |
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| 0.0331 | 26.0 | 9152 | 0.0231 | 0.9729 | 0.9514 | 0.9789 | [0.9848955331865609, 0.9436371953602122, 0.9902059381237361] | [0.9636430217926185, 0.9167049850294138, 0.9737623724166828] |
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| 80 |
-
| 0.0331 | 27.0 | 9504 | 0.0205 | 0.9753 | 0.9543 | 0.9798 | [0.9863080851848817, 0.9518436610495022, 0.9876756583651145] | [0.9656099279926765, 0.9240324784853335, 0.9731131258461889] |
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| 81 |
-
| 0.0331 | 28.0 | 9856 | 0.0211 | 0.9738 | 0.9527 | 0.9794 | [0.9847734811711547, 0.9466500422685573, 0.9900255507252607] | [0.964325783558887, 0.9200493328772819, 0.9738465560524358] |
|
| 82 |
-
| 0.0319 | 29.0 | 10208 | 0.0202 | 0.9741 | 0.9535 | 0.9798 | [0.9868568567899896, 0.9454916934391487, 0.9899994936010532] | [0.9654977541838217, 0.9204359435461158, 0.9745588347344386] |
|
| 83 |
-
| 0.0319 | 30.0 | 10560 | 0.0202 | 0.9735 | 0.9531 | 0.9798 | [0.9872571838035781, 0.9417032001114557, 0.9913936503696986] | [0.9660770566901675, 0.9182692002111388, 0.9750916343752165] |
|
| 84 |
-
| 0.0319 | 31.0 | 10912 | 0.0196 | 0.9741 | 0.9538 | 0.9799 | [0.9849082573757262, 0.9461089843710501, 0.9913645307896575] | [0.9647916934532192, 0.9215268295301893, 0.9751373260023487] |
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| 85 |
-
| 0.0309 | 32.0 | 11264 | 0.0197 | 0.9751 | 0.9543 | 0.9799 | [0.9845328905837917, 0.9516506578126278, 0.9890432811414298] | [0.9647125867373016, 0.9246923165783529, 0.9735532309309295] |
|
| 86 |
-
| 0.0309 | 33.0 | 11616 | 0.0186 | 0.9759 | 0.9557 | 0.9805 | [0.9855814511253681, 0.9530288716172315, 0.9889854269757953] | [0.9658442900393166, 0.9271659099896563, 0.9741036872818637] |
|
| 87 |
-
| 0.0309 | 34.0 | 11968 | 0.0195 | 0.9749 | 0.9545 | 0.9800 | [0.9854915596425974, 0.9497639575903162, 0.9895806808911177] | [0.9653478060379235, 0.9241246707964363, 0.9740484135449738] |
|
| 88 |
-
| 0.03 | 35.0 | 12320 | 0.0173 | 0.9759 | 0.9560 | 0.9807 | [0.9877417884981552, 0.9513492193979842, 0.9887121202923902] | [0.9671350497582286, 0.9266164600348009, 0.9743416936966359] |
|
| 89 |
-
| 0.03 | 36.0 | 12672 | 0.0169 | 0.9763 | 0.9567 | 0.9810 | [0.9852405764565118, 0.9534708375502985, 0.9901201237363405] | [0.9655565414731245, 0.9287547539076881, 0.9757025585115822] |
|
| 90 |
-
| 0.0289 | 37.0 | 13024 | 0.0161 | 0.9761 | 0.9567 | 0.9811 | [0.98637177036185, 0.9513982013935023, 0.9904242955996119] | [0.9664976882464423, 0.9276278214976741, 0.9758619206656184] |
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| 91 |
-
| 0.0289 | 38.0 | 13376 | 0.0160 | 0.9766 | 0.9573 | 0.9813 | [0.9871743770157339, 0.9531193390770604, 0.9896178853545596] | [0.9673696096991521, 0.9290905188660643, 0.9755839456289521] |
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| 92 |
-
| 0.0289 | 39.0 | 13728 | 0.0155 | 0.9765 | 0.9575 | 0.9814 | [0.9864992756011842, 0.9523294382681468, 0.9906626334123337] | [0.9671086343400455, 0.929439669750772, 0.9760456390193841] |
|
| 93 |
-
| 0.028 | 40.0 | 14080 | 0.0169 | 0.9764 | 0.9565 | 0.9808 | [0.9840611770793484, 0.9554594147333311, 0.9897126289881788] | [0.9649302878233265, 0.929601775230285, 0.9751154267791645] |
|
| 94 |
-
| 0.028 | 41.0 | 14432 | 0.0159 | 0.9761 | 0.9569 | 0.9812 | [0.9875594491331751, 0.950318670953458, 0.9903561122079443] | [0.9675286955099449, 0.9274410822660373, 0.9757402884271777] |
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| 95 |
-
| 0.028 | 42.0 | 14784 | 0.0173 | 0.9762 | 0.9567 | 0.9809 | [0.9849823993825588, 0.9532993356825592, 0.9903073754108203] | [0.9659043824119506, 0.9287980836930614, 0.9753123129812077] |
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| 96 |
-
| 0.0274 | 43.0 | 15136 | 0.0160 | 0.9770 | 0.9577 | 0.9813 | [0.9850389227872307, 0.9562827654438101, 0.9897953021708765] | [0.9657993643570896, 0.9316920312940864, 0.9757262539190185] |
|
| 97 |
-
| 0.0274 | 44.0 | 15488 | 0.0161 | 0.9758 | 0.9565 | 0.9811 | [0.9885371819948291, 0.9483930806038714, 0.9904324023576973] | [0.9683220178785136, 0.9252614039627957, 0.9759715038918096] |
|
| 98 |
-
| 0.0274 | 45.0 | 15840 | 0.0150 | 0.9772 | 0.9582 | 0.9816 | [0.9860612577536623, 0.9556628592107418, 0.9898714873221438] | [0.9668729121407305, 0.9320408845692062, 0.9757915549288999] |
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| 99 |
-
| 0.0266 | 46.0 | 16192 | 0.0149 | 0.9769 | 0.9580 | 0.9816 | [0.9874022112983606, 0.9533679424188942, 0.9899983648673317] | [0.9679794859355041, 0.9302539339349635, 0.9758838251461218] |
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| 100 |
-
| 0.0266 | 47.0 | 16544 | 0.0141 | 0.9777 | 0.9588 | 0.9818 | [0.9849357611505904, 0.957913315882753, 0.9901187850056475] | [0.9660900645053154, 0.9339419355537549, 0.9763989314323382] |
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| 101 |
-
| 0.0266 | 48.0 | 16896 | 0.0144 | 0.9771 | 0.9583 | 0.9818 | [0.986399916448131, 0.9540538301050652, 0.9907298761925668] | [0.9673259745089123, 0.9310691436417242, 0.9766459853617008] |
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| 102 |
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| 0.0258 | 49.0 | 17248 | 0.0140 | 0.9777 | 0.9590 | 0.9819 | [0.9872309068435199, 0.9562444442942698, 0.9895819583726941] | [0.9680455169380363, 0.9330333146936887, 0.9760245332236241] |
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| 103 |
-
| 0.0258 | 50.0 | 17600 | 0.0138 | 0.9774 | 0.9588 | 0.9819 | [0.9849705487369202, 0.956219279507088, 0.9911104957033198] | [0.9662792845073669, 0.9331185662900578, 0.9771480074989723] |
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| 104 |
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| 0.0258 | 51.0 | 17952 | 0.0137 | 0.9779 | 0.9590 | 0.9818 | [0.9847558561458797, 0.9593248098938081, 0.9896343219925126] | [0.9660713749320907, 0.9348596712062761, 0.9760353943936414] |
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| 105 |
-
| 0.0252 | 52.0 | 18304 | 0.0142 | 0.9775 | 0.9586 | 0.9817 | [0.9854114120240184, 0.9573259611653531, 0.9898333991214471] | [0.9660198356877027, 0.9333742752596322, 0.9762759835524061] |
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| 106 |
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| 0.0252 | 53.0 | 18656 | 0.0131 | 0.9781 | 0.9596 | 0.9821 | [0.9869147611642074, 0.9580056300247035, 0.98936149217723] | [0.9678726006461021, 0.9349329881149835, 0.9759520844072356] |
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| 107 |
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| 0.0246 | 54.0 | 19008 | 0.0123 | 0.9779 | 0.9599 | 0.9824 | [0.9880764199000409, 0.9554968075507777, 0.9902455575523497] | [0.968941001855194, 0.9338840322466812, 0.976779395444589] |
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| 108 |
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| 0.0246 | 55.0 | 19360 | 0.0131 | 0.9774 | 0.9589 | 0.9821 | [0.9884558204076724, 0.9533751295060703, 0.9902708096881665] | [0.9689652797779101, 0.931091965118641, 0.9767552189757822] |
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| 109 |
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| 0.0246 | 56.0 | 19712 | 0.0126 | 0.9780 | 0.9598 | 0.9822 | [0.9853140954212702, 0.9577231974628145, 0.9909120310655519] | [0.9666411876332381, 0.935420962042766, 0.9772182318862079] |
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| 110 |
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| 0.024 | 57.0 | 20064 | 0.0125 | 0.9776 | 0.9595 | 0.9822 | [0.9861842796593078, 0.955338062762776, 0.9912181629005569] | [0.9675595025803041, 0.9339332720908361, 0.9769445699086529] |
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| 111 |
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| 0.024 | 58.0 | 20416 | 0.0125 | 0.9780 | 0.9596 | 0.9822 | [0.9857383678044742, 0.95767246860583, 0.9905412857873941] | [0.966946409259553, 0.9350022109248418, 0.9769999286666089] |
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| 112 |
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| 0.024 | 59.0 | 20768 | 0.0117 | 0.9778 | 0.9599 | 0.9825 | [0.9873131162817466, 0.954561837383628, 0.991472044864103] | [0.9684875245314687, 0.9335231761056021, 0.9778151917640101] |
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| 113 |
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| 0.0233 | 60.0 | 21120 | 0.0117 | 0.9783 | 0.9603 | 0.9825 | [0.9866092264694993, 0.9575014957875634, 0.9906393106236921] | [0.9676640704598157, 0.9358685486602091, 0.9773073767937899] |
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| 114 |
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| 0.0233 | 61.0 | 21472 | 0.0114 | 0.9782 | 0.9603 | 0.9825 | [0.9859344269413156, 0.9575849159091335, 0.9911838152709141] | [0.9673018722137029, 0.9359712790632917, 0.9777443959982834] |
|
| 115 |
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| 0.0233 | 62.0 | 21824 | 0.0112 | 0.9783 | 0.9604 | 0.9826 | [0.9874634364226029, 0.9571023030052596, 0.9903910198295109] | [0.9685107856710864, 0.93570623195979, 0.9771038702757814] |
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| 116 |
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| 0.0229 | 63.0 | 22176 | 0.0113 | 0.9780 | 0.9602 | 0.9825 | [0.9861400372489236, 0.9564256187835003, 0.9914212955960026] | [0.9676904371722469, 0.93532106239862, 0.9775002680628486] |
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| 117 |
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| 0.0229 | 64.0 | 22528 | 0.0112 | 0.9784 | 0.9606 | 0.9826 | [0.9863607418748248, 0.9581344286161383, 0.9907726893251212] | [0.9679183173194962, 0.9366433933408883, 0.9772552713088083] |
|
| 118 |
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| 0.0229 | 65.0 | 22880 | 0.0107 | 0.9791 | 0.9613 | 0.9827 | [0.9872947461752282, 0.960757166421805, 0.9892690672601706] | [0.9684948346746574, 0.9389287438390819, 0.9764065892398137] |
|
| 119 |
-
| 0.0224 | 66.0 | 23232 | 0.0120 | 0.9781 | 0.9600 | 0.9823 | [0.9869847474161738, 0.9572397261013056, 0.9901962257638066] | [0.9679188297060026, 0.9350843511385288, 0.9769018608126807] |
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| 120 |
-
| 0.0224 | 67.0 | 23584 | 0.0117 | 0.9788 | 0.9606 | 0.9825 | [0.985997572576694, 0.9608605506744198, 0.9895232204698048] | [0.9671434288763591, 0.9380209748865974, 0.9766139725895484] |
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| 121 |
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| 0.0224 | 68.0 | 23936 | 0.0103 | 0.9791 | 0.9614 | 0.9829 | [0.9871431092959676, 0.960376869689535, 0.9897900434967164] | [0.9684547016495748, 0.9389501674666868, 0.9769067109372511] |
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| 122 |
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| 0.0218 | 69.0 | 24288 | 0.0100 | 0.9793 | 0.9617 | 0.9829 | [0.9867366160927785, 0.9613373440340942, 0.9898126050463366] | [0.9683538937883596, 0.9397973113098382, 0.9769259289477111] |
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| 123 |
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| 0.0218 | 70.0 | 24640 | 0.0098 | 0.9791 | 0.9617 | 0.9830 | [0.9869583355707181, 0.9600713985204203, 0.9903278632403474] | [0.9684563129387942, 0.9392570261073532, 0.9773005414469024] |
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| 124 |
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| 0.0218 | 71.0 | 24992 | 0.0102 | 0.9790 | 0.9613 | 0.9828 | [0.9866726226063302, 0.9602311714611709, 0.9901188637545117] | [0.9680878982265504, 0.9386754277482674, 0.9771731075137299] |
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| 125 |
-
| 0.0215 | 72.0 | 25344 | 0.0102 | 0.9787 | 0.9611 | 0.9829 | [0.9865834119736612, 0.9583546229994955, 0.9910680500654655] | [0.9681229356847406, 0.9372201266282683, 0.9779136907450569] |
|
| 126 |
-
| 0.0215 | 73.0 | 25696 | 0.0107 | 0.9784 | 0.9608 | 0.9828 | [0.9870000793896911, 0.957163712672353, 0.9910754787083305] | [0.9683078689330662, 0.9363365574210535, 0.9777235087209011] |
|
| 127 |
-
| 0.021 | 74.0 | 26048 | 0.0102 | 0.9792 | 0.9614 | 0.9828 | [0.9871222598673807, 0.9609930825583599, 0.9893839837278596] | [0.9682814924213293, 0.9392057890029843, 0.9766263168540126] |
|
| 128 |
-
| 0.021 | 75.0 | 26400 | 0.0103 | 0.9787 | 0.9610 | 0.9828 | [0.9862982578202057, 0.9586221223913631, 0.9910557039935189] | [0.9675885843136971, 0.9374407934167546, 0.9780103924385563] |
|
| 129 |
-
| 0.021 | 76.0 | 26752 | 0.0095 | 0.9792 | 0.9618 | 0.9831 | [0.9872423785254225, 0.9596977298796571, 0.9905124287035673] | [0.9689014508213796, 0.9388769444850092, 0.9775810442268449] |
|
| 130 |
-
| 0.0204 | 77.0 | 27104 | 0.0096 | 0.9786 | 0.9612 | 0.9830 | [0.9871804468586218, 0.9572429403264038, 0.9914330729261513] | [0.9686650293408207, 0.9366089136475777, 0.978358890899343] |
|
| 131 |
-
| 0.0204 | 78.0 | 27456 | 0.0096 | 0.9784 | 0.9610 | 0.9829 | [0.9867881936995416, 0.956832837146484, 0.9917231487427143] | [0.9682833127565015, 0.9365007383788437, 0.9783561784559861] |
|
| 132 |
-
| 0.0204 | 79.0 | 27808 | 0.0091 | 0.9790 | 0.9618 | 0.9831 | [0.9873858130878915, 0.9588154350722687, 0.9909106048361209] | [0.9689368764953121, 0.9384273263962939, 0.9779616834488177] |
|
| 133 |
-
| 0.02 | 80.0 | 28160 | 0.0090 | 0.9792 | 0.9619 | 0.9831 | [0.9867965309017307, 0.9600748024047634, 0.9907346098742982] | [0.9684719814103329, 0.939411992787955, 0.9777990961767042] |
|
| 134 |
-
| 0.02 | 81.0 | 28512 | 0.0105 | 0.9786 | 0.9609 | 0.9827 | [0.9853841073656934, 0.9595167450496717, 0.9909821613041424] | [0.9670754103231713, 0.9382424070587826, 0.9774125880076392] |
|
| 135 |
-
| 0.02 | 82.0 | 28864 | 0.0094 | 0.9784 | 0.9612 | 0.9830 | [0.9870683378239465, 0.9560665139763341, 0.9921167836907602] | [0.9684106253022848, 0.9362278929944496, 0.9788663032974136] |
|
| 136 |
-
| 0.0196 | 83.0 | 29216 | 0.0091 | 0.9793 | 0.9621 | 0.9832 | [0.9872540493238645, 0.960340714648213, 0.9903553334691751] | [0.9688898849754704, 0.9399467026278713, 0.9773672477212126] |
|
| 137 |
-
| 0.0196 | 84.0 | 29568 | 0.0086 | 0.9794 | 0.9622 | 0.9832 | [0.9858676715157753, 0.9612427639632701, 0.9910813673734049] | [0.9678002929943657, 0.9406819957119186, 0.9781349320038947] |
|
| 138 |
-
| 0.0196 | 85.0 | 29920 | 0.0087 | 0.9796 | 0.9623 | 0.9832 | [0.9869653110727037, 0.9618934848326058, 0.9899703433964538] | [0.9687274325294967, 0.9409976872348188, 0.9772142817831581] |
|
| 139 |
-
| 0.0193 | 86.0 | 30272 | 0.0087 | 0.9793 | 0.9622 | 0.9832 | [0.9872975530761193, 0.9600561159781056, 0.990640286234622] | [0.9690899969326566, 0.9398310313060885, 0.9776479864740191] |
|
| 140 |
-
| 0.0193 | 87.0 | 30624 | 0.0083 | 0.9792 | 0.9621 | 0.9833 | [0.9873306899221082, 0.9593993060488013, 0.9909724270695284] | [0.968975453138892, 0.9392205385323021, 0.9781270181369295] |
|
| 141 |
-
| 0.0193 | 88.0 | 30976 | 0.0081 | 0.9795 | 0.9624 | 0.9833 | [0.9864452250954667, 0.9609811539900607, 0.9909684502518815] | [0.968245970503381, 0.9407794309251606, 0.9781050281906795] |
|
| 142 |
-
| 0.0189 | 89.0 | 31328 | 0.0082 | 0.9799 | 0.9628 | 0.9834 | [0.9861190657811676, 0.9632454657690168, 0.9902956418300405] | [0.9680641469921001, 0.9426897362723513, 0.9775797084876502] |
|
| 143 |
-
| 0.0189 | 90.0 | 31680 | 0.0080 | 0.9794 | 0.9624 | 0.9834 | [0.9874965218836784, 0.9594795818197319, 0.9911313772771684] | [0.9691081338046138, 0.9396652604096661, 0.9784328045386361] |
|
| 144 |
-
| 0.0186 | 91.0 | 32032 | 0.0083 | 0.9796 | 0.9624 | 0.9833 | [0.9874199904783756, 0.9608942800738197, 0.9903431492698941] | [0.9691072735636403, 0.9405505950432622, 0.9776203951850498] |
|
| 145 |
-
| 0.0186 | 92.0 | 32384 | 0.0088 | 0.9794 | 0.9621 | 0.9832 | [0.9877977017069811, 0.9602360926194734, 0.9900789337053779] | [0.9692078254136915, 0.9397376154893118, 0.9773387524215159] |
|
| 146 |
-
| 0.0186 | 93.0 | 32736 | 0.0078 | 0.9796 | 0.9626 | 0.9834 | [0.9866006580352003, 0.9612173296603191, 0.9909661315353218] | [0.9685185213325921, 0.9412630412057371, 0.9781037490120554] |
|
| 147 |
-
| 0.0181 | 94.0 | 33088 | 0.0085 | 0.9790 | 0.9619 | 0.9832 | [0.987195695331655, 0.9586694972743321, 0.9912426406725415] | [0.9685811274752971, 0.9386596579749119, 0.9783674381055563] |
|
| 148 |
-
| 0.0181 | 95.0 | 33440 | 0.0081 | 0.9798 | 0.9628 | 0.9834 | [0.9860981007365257, 0.9627994371352822, 0.9906195796582496] | [0.9680245277612056, 0.9426295811250336, 0.9778502707596896] |
|
| 149 |
-
| 0.0181 | 96.0 | 33792 | 0.0078 | 0.9794 | 0.9624 | 0.9834 | [0.987984100480115, 0.9592820367430449, 0.9908403389744863] | [0.9695587152086005, 0.9393915225771233, 0.9781577673952128] |
|
| 150 |
-
| 0.0177 | 97.0 | 34144 | 0.0077 | 0.9791 | 0.9622 | 0.9834 | [0.9870270243536228, 0.9582831314462245, 0.9920125245693723] | [0.9688906858959508, 0.938836793543918, 0.9790118145340532] |
|
| 151 |
-
| 0.0177 | 98.0 | 34496 | 0.0073 | 0.9796 | 0.9627 | 0.9835 | [0.9868532791153984, 0.9604394871865566, 0.9913781280935589] | [0.9686283283928588, 0.9408803621333718, 0.9786667273607884] |
|
| 152 |
-
| 0.0177 | 99.0 | 34848 | 0.0072 | 0.9796 | 0.9627 | 0.9835 | [0.9873693442231667, 0.9603356437589277, 0.991028238139628] | [0.9692006894179986, 0.9404183559969225, 0.9783989470346846] |
|
| 153 |
-
| 0.0175 | 100.0 | 35200 | 0.0072 | 0.9792 | 0.9625 | 0.9835 | [0.9871263642373336, 0.958556380507833, 0.9920414429023157] | [0.9689495834540369, 0.9392792919403619, 0.979195690861162] |
|
| 154 |
-
| 0.0175 | 101.0 | 35552 | 0.0079 | 0.9792 | 0.9622 | 0.9833 | [0.9863985226323566, 0.9597845139573083, 0.9915511262236015] | [0.968254721947781, 0.9397751265581405, 0.9785909276705959] |
|
| 155 |
-
| 0.0175 | 102.0 | 35904 | 0.0071 | 0.9799 | 0.9630 | 0.9835 | [0.9871646459977704, 0.9618443830523015, 0.9905728684569127] | [0.9690939261287568, 0.9417951264249431, 0.9779946378386586] |
|
| 156 |
-
| 0.0171 | 103.0 | 36256 | 0.0074 | 0.9797 | 0.9627 | 0.9835 | [0.9868281583158903, 0.9615222817620266, 0.9908047138632673] | [0.9687279558735749, 0.9413386382266801, 0.9781792176533736] |
|
| 157 |
-
| 0.0171 | 104.0 | 36608 | 0.0074 | 0.9801 | 0.9630 | 0.9835 | [0.9864930194879853, 0.9637808538533074, 0.9899992661043342] | [0.9684605414036789, 0.9432215405693257, 0.9774495091695216] |
|
| 158 |
-
| 0.0171 | 105.0 | 36960 | 0.0077 | 0.9797 | 0.9626 | 0.9833 | [0.9873291355284797, 0.9616675208153767, 0.9901168512835354] | [0.9688504859605602, 0.9413369707640852, 0.9775482619768174] |
|
| 159 |
-
| 0.0168 | 106.0 | 37312 | 0.0068 | 0.9797 | 0.9629 | 0.9836 | [0.9876161459619295, 0.9604041307104764, 0.9910356667824931] | [0.9694779498167972, 0.9409668451687326, 0.9783594474123835] |
|
| 160 |
-
| 0.0168 | 107.0 | 37664 | 0.0068 | 0.9796 | 0.9629 | 0.9836 | [0.987258796005234, 0.9599652492356557, 0.9915510518496741] | [0.969093226335665, 0.9407047944799803, 0.9788914974357815] |
|
| 161 |
-
| 0.0166 | 108.0 | 38016 | 0.0072 | 0.9795 | 0.9627 | 0.9836 | [0.9873451804676695, 0.95955694282753, 0.9915087068353686] | [0.969193701372568, 0.9400100730632003, 0.97881730971519] |
|
| 162 |
-
| 0.0166 | 109.0 | 38368 | 0.0072 | 0.9803 | 0.9633 | 0.9835 | [0.9870279043202637, 0.9642110908593857, 0.9896018205862437] | [0.9689708686799676, 0.9439637179305712, 0.9770702991777741] |
|
| 163 |
-
| 0.0166 | 110.0 | 38720 | 0.0070 | 0.9795 | 0.9626 | 0.9835 | [0.987112631619244, 0.9602953561424795, 0.9912023168790862] | [0.9688017490579968, 0.940546618686394, 0.9785775827113118] |
|
| 164 |
-
| 0.0163 | 111.0 | 39072 | 0.0068 | 0.9801 | 0.9633 | 0.9837 | [0.9875034138851799, 0.962287716528345, 0.9904075045917697] | [0.9694288521678737, 0.9426923354753757, 0.9778681545017022] |
|
| 165 |
-
| 0.0163 | 112.0 | 39424 | 0.0067 | 0.9793 | 0.9627 | 0.9836 | [0.987298773467811, 0.9586530168841547, 0.9920795879771921] | [0.9691638090123852, 0.9395287232948947, 0.9793223242775038] |
|
| 166 |
-
| 0.0163 | 113.0 | 39776 | 0.0064 | 0.9795 | 0.9629 | 0.9837 | [0.9871683007497316, 0.9593632707922657, 0.9919725595207431] | [0.9690885313646023, 0.9403592493187415, 0.9792298707573378] |
|
| 167 |
-
| 0.016 | 114.0 | 40128 | 0.0065 | 0.9802 | 0.9635 | 0.9837 | [0.9869671480833556, 0.9632188635643998, 0.9904602138316037] | [0.9690421086887602, 0.9434767494422343, 0.977974374407293] |
|
| 168 |
-
| 0.016 | 115.0 | 40480 | 0.0064 | 0.9802 | 0.9635 | 0.9837 | [0.9867355048940276, 0.9631840361377924, 0.9905977793476509] | [0.9687981763897086, 0.9435157086443597, 0.9780538867287218] |
|
| 169 |
-
| 0.016 | 116.0 | 40832 | 0.0071 | 0.9802 | 0.9633 | 0.9835 | [0.9875335704061952, 0.963474813706458, 0.9896211140579957] | [0.9693207022111083, 0.9434681371230142, 0.977127035280905] |
|
| 170 |
-
| 0.0157 | 117.0 | 41184 | 0.0064 | 0.9794 | 0.9627 | 0.9836 | [0.9874361124949353, 0.9587331029958405, 0.9919782731883413] | [0.96932785781618, 0.9396051527294301, 0.9792294508214476] |
|
| 171 |
-
| 0.0157 | 118.0 | 41536 | 0.0065 | 0.9798 | 0.9630 | 0.9836 | [0.9873007903256596, 0.961250999167326, 0.990903539313019] | [0.9691945100540968, 0.9416260852915797, 0.9783125823788481] |
|
| 172 |
-
| 0.0157 | 119.0 | 41888 | 0.0066 | 0.9798 | 0.9630 | 0.9836 | [0.9868255312621959, 0.9612138259553209, 0.9912754395745199] | [0.9686808265231104, 0.9417053634707874, 0.9786900928269349] |
|
| 173 |
-
| 0.0155 | 120.0 | 42240 | 0.0062 | 0.9804 | 0.9637 | 0.9837 | [0.9873086265249437, 0.9641990824345623, 0.9897959584114123] | [0.9693117019117518, 0.9443475452704788, 0.9774027249606021] |
|
| 174 |
-
| 0.0155 | 121.0 | 42592 | 0.0059 | 0.9795 | 0.9630 | 0.9837 | [0.987180723052531, 0.9592804495946268, 0.9921114200181145] | [0.9692260288399325, 0.940241766960013, 0.979404254224537] |
|
| 175 |
-
| 0.0155 | 122.0 | 42944 | 0.0061 | 0.9795 | 0.9629 | 0.9837 | [0.987682181998683, 0.9592520206720192, 0.9916640652198094] | [0.9695848575511874, 0.9401855241762451, 0.9789537039194869] |
|
| 176 |
-
| 0.0152 | 123.0 | 43296 | 0.0061 | 0.9801 | 0.9634 | 0.9837 | [0.9866315853299156, 0.962780171748824, 0.9908988668804042] | [0.9686975998524816, 0.9432204469694088, 0.9783556581148967] |
|
| 177 |
-
| 0.0152 | 124.0 | 43648 | 0.0059 | 0.9799 | 0.9633 | 0.9838 | [0.9869607699309875, 0.9611319530539066, 0.9915697634548176] | [0.9689834152438157, 0.9419308571833964, 0.979061630520847] |
|
| 178 |
-
| 0.0148 | 125.0 | 44000 | 0.0059 | 0.9800 | 0.9634 | 0.9837 | [0.9871454408864103, 0.9618691685209934, 0.9909934223917365] | [0.9691046240356266, 0.9424968334180256, 0.9784827408413755] |
|
| 179 |
-
| 0.0148 | 126.0 | 44352 | 0.0057 | 0.9797 | 0.9631 | 0.9838 | [0.9870696160236658, 0.960163752590633, 0.991856260572992] | [0.9691351125401212, 0.9411279992553075, 0.979184812054254] |
|
| 180 |
-
| 0.0148 | 127.0 | 44704 | 0.0058 | 0.9804 | 0.9638 | 0.9838 | [0.9868785540696466, 0.9638980832308017, 0.990381552466048] | [0.9689416987272101, 0.9444102477976171, 0.977936511896473] |
|
| 181 |
-
| 0.0146 | 128.0 | 45056 | 0.0058 | 0.9801 | 0.9635 | 0.9837 | [0.98692407467975, 0.9624277649076234, 0.9909321120259469] | [0.9689421824468066, 0.9430497876923257, 0.978413295108142] |
|
| 182 |
-
| 0.0146 | 129.0 | 45408 | 0.0058 | 0.9799 | 0.9634 | 0.9838 | [0.9865953653891264, 0.9615583968750865, 0.9916096366297718] | [0.968698044490523, 0.9423644628990865, 0.979021632669921] |
|
| 183 |
-
| 0.0146 | 130.0 | 45760 | 0.0057 | 0.9803 | 0.9636 | 0.9838 | [0.9873262130115336, 0.9631962941142538, 0.9903635671004307] | [0.9693179896870304, 0.9436429819779178, 0.9779789775117881] |
|
| 184 |
-
| 0.0144 | 131.0 | 46112 | 0.0057 | 0.9801 | 0.9634 | 0.9838 | [0.9859325578150929, 0.9627275862276523, 0.991501860059112] | [0.9680729209119064, 0.9433430371065573, 0.9789288650391954] |
|
| 185 |
-
| 0.0144 | 132.0 | 46464 | 0.0056 | 0.9801 | 0.9635 | 0.9838 | [0.9871097412178687, 0.9620160945434166, 0.9910851779434493] | [0.9690184758146506, 0.9428789944335727, 0.9786268947191926] |
|
| 186 |
-
| 0.0144 | 133.0 | 46816 | 0.0055 | 0.9801 | 0.9636 | 0.9838 | [0.9870789488085508, 0.9622540769675347, 0.9910529390333949] | [0.9691374000037536, 0.9430016524537954, 0.9785919200600328] |
|
| 187 |
-
| 0.0141 | 134.0 | 47168 | 0.0057 | 0.9802 | 0.9636 | 0.9838 | [0.9876317477062417, 0.9625769868051168, 0.9904369435422049] | [0.969522815201435, 0.9432475506441234, 0.9780301069944183] |
|
| 188 |
-
| 0.0141 | 135.0 | 47520 | 0.0056 | 0.9801 | 0.9635 | 0.9838 | [0.9867877890433491, 0.9623812684464204, 0.9911382590529202] | [0.96884924736801, 0.9430239571094499, 0.978669326756409] |
|
| 189 |
-
| 0.0141 | 136.0 | 47872 | 0.0053 | 0.9799 | 0.9634 | 0.9838 | [0.9873813682928878, 0.9606393580845103, 0.9915593467300464] | [0.9694294378412825, 0.9416474465424579, 0.9789951035473209] |
|
| 190 |
-
| 0.0138 | 137.0 | 48224 | 0.0054 | 0.9802 | 0.9636 | 0.9838 | [0.986874802970973, 0.962449465918069, 0.9911686254899793] | [0.9689296811783107, 0.9432947561072716, 0.978724810189088] |
|
| 191 |
-
| 0.0138 | 138.0 | 48576 | 0.0058 | 0.9795 | 0.9629 | 0.9837 | [0.986860023385274, 0.9594819974795884, 0.9921420533263247] | [0.9687963642735675, 0.9404202778302704, 0.9794265553766095] |
|
| 192 |
-
| 0.0138 | 139.0 | 48928 | 0.0053 | 0.9800 | 0.9635 | 0.9838 | [0.9876023619589265, 0.9612461379014167, 0.9911947219886188] | [0.9695699770364149, 0.9422855089537328, 0.9787181962408465] |
|
| 193 |
-
| 0.0135 | 140.0 | 49280 | 0.0054 | 0.9799 | 0.9634 | 0.9838 | [0.9874344874470511, 0.9609192951300187, 0.991411858857098] | [0.9694611162856986, 0.9418111266907927, 0.9789254532086222] |
|
| 194 |
-
| 0.0135 | 141.0 | 49632 | 0.0054 | 0.9800 | 0.9634 | 0.9838 | [0.9868501574819132, 0.9617656145732647, 0.9913875648324635] | [0.9689250308440335, 0.9424387358415367, 0.9789183717683236] |
|
| 195 |
-
| 0.0135 | 142.0 | 49984 | 0.0053 | 0.9801 | 0.9636 | 0.9838 | [0.9872460653929546, 0.961859376114716, 0.9911160037488834] | [0.9693042542141365, 0.9427647780513064, 0.9785873181576895] |
|
| 196 |
-
| 0.0133 | 143.0 | 50336 | 0.0054 | 0.9801 | 0.9634 | 0.9837 | [0.9877061723300977, 0.9619946430846091, 0.990570042247672] | [0.9694872419903643, 0.9426883810892172, 0.978162370902793] |
|
| 197 |
-
| 0.0133 | 144.0 | 50688 | 0.0053 | 0.9802 | 0.9636 | 0.9838 | [0.9868938282351364, 0.9626705287411267, 0.9909647621800705] | [0.9688649593983141, 0.9434435135772596, 0.9785214645710228] |
|
| 198 |
-
| 0.0131 | 145.0 | 51040 | 0.0054 | 0.9798 | 0.9633 | 0.9838 | [0.9876456280559571, 0.9603109181826288, 0.991502599423449] | [0.9695586632495135, 0.941344289932814, 0.9790005069857544] |
|
| 199 |
-
| 0.0131 | 146.0 | 51392 | 0.0048 | 0.9803 | 0.9639 | 0.9839 | [0.9869727747313661, 0.9629183734459809, 0.9910354086612158] | [0.9690993799435663, 0.9438553341807645, 0.9786305203006683] |
|
| 200 |
-
| 0.0131 | 147.0 | 51744 | 0.0047 | 0.9805 | 0.9641 | 0.9840 | [0.9872955554876133, 0.9636820214225708, 0.9905622986093497] | [0.9694086363520893, 0.9446826993547772, 0.9782112597815346] |
|
| 201 |
-
| 0.0129 | 148.0 | 52096 | 0.0050 | 0.9800 | 0.9636 | 0.9839 | [0.9868128263423731, 0.9616470276348593, 0.9916438748859919] | [0.9689202498526625, 0.9426608085264796, 0.9791671900936093] |
|
| 202 |
-
| 0.0129 | 149.0 | 52448 | 0.0049 | 0.9803 | 0.9638 | 0.9839 | [0.9872598493959575, 0.9624967010521207, 0.9910074309397069] | [0.9693389387707347, 0.9435544851135932, 0.978563978015519] |
|
| 203 |
-
| 0.0129 | 150.0 | 52800 | 0.0050 | 0.9803 | 0.9638 | 0.9839 | [0.9871642734571487, 0.9627644300314954, 0.990902060584345] | [0.9692444375863181, 0.9436318122787362, 0.9784938024551915] |
|
| 204 |
-
| 0.0127 | 151.0 | 53152 | 0.0049 | 0.9802 | 0.9637 | 0.9839 | [0.9870382069953879, 0.9625438563296482, 0.991052103420446] | [0.9691045797748695, 0.9434429530398335, 0.9786091676089541] |
|
| 205 |
-
| 0.0127 | 152.0 | 53504 | 0.0049 | 0.9803 | 0.9638 | 0.9839 | [0.9872189855436254, 0.9628608068741135, 0.9908442239184582] | [0.9692325390105258, 0.9437922307288273, 0.9784728110478309] |
|
| 206 |
-
| 0.0127 | 153.0 | 53856 | 0.0050 | 0.9801 | 0.9636 | 0.9839 | [0.986878798147985, 0.9617229013148946, 0.9915504787329396] | [0.9689020139539881, 0.9427446672345995, 0.9791133786155002] |
|
| 207 |
-
| 0.0124 | 154.0 | 54208 | 0.0047 | 0.9800 | 0.9636 | 0.9839 | [0.9876626750009571, 0.9610160413090613, 0.9914354791414492] | [0.9696800749021298, 0.9422163732429378, 0.9790239377621373] |
|
| 208 |
-
| 0.0124 | 155.0 | 54560 | 0.0046 | 0.9802 | 0.9638 | 0.9839 | [0.987281604483642, 0.9620590074430972, 0.991267586562775] | [0.9693561297099417, 0.9432035451603352, 0.9788683132072683] |
|
| 209 |
-
| 0.0124 | 156.0 | 54912 | 0.0046 | 0.9803 | 0.9639 | 0.9839 | [0.9873675200587433, 0.962632696712797, 0.9909341026222388] | [0.9694431632066646, 0.9437154534408397, 0.9785375463947524] |
|
| 210 |
-
| 0.0122 | 157.0 | 55264 | 0.0046 | 0.9806 | 0.9641 | 0.9840 | [0.987112631619244, 0.9640317231240147, 0.9905307990636323] | [0.9691920706690871, 0.9450511500969067, 0.9781912551297186] |
|
| 211 |
-
| 0.0122 | 158.0 | 55616 | 0.0047 | 0.9799 | 0.9636 | 0.9839 | [0.9876413823774925, 0.9604970437763584, 0.9917063752346197] | [0.9697210193212094, 0.941745114046827, 0.9792593748887728] |
|
| 212 |
-
| 0.0122 | 159.0 | 55968 | 0.0044 | 0.9801 | 0.9637 | 0.9840 | [0.9872402396284049, 0.9615442622703068, 0.9915542149290566] | [0.9693542554069133, 0.9426988516118489, 0.9791563309545875] |
|
| 213 |
-
| 0.0119 | 160.0 | 56320 | 0.0046 | 0.9804 | 0.9640 | 0.9839 | [0.9867506827128049, 0.9635346761533955, 0.9909589960132293] | [0.9688509047811404, 0.9444868824640699, 0.9786045456246119] |
|
| 214 |
-
| 0.0119 | 161.0 | 56672 | 0.0047 | 0.9802 | 0.9638 | 0.9839 | [0.9867391018379613, 0.9626012232602051, 0.9913333856138293] | [0.968824943329763, 0.9436681977618974, 0.9788990592602898] |
|
| 215 |
-
| 0.0118 | 162.0 | 57024 | 0.0043 | 0.9803 | 0.9639 | 0.9840 | [0.9876315935515017, 0.9621607147087043, 0.9910772724324617] | [0.9697457542671759, 0.9433736365500105, 0.9787058926886849] |
|
| 216 |
-
| 0.0118 | 163.0 | 57376 | 0.0045 | 0.9804 | 0.9640 | 0.9840 | [0.9867038196718405, 0.9634615675055099, 0.9910972702690554] | [0.9688732599238501, 0.9444473413676621, 0.978750910548334] |
|
| 217 |
-
| 0.0118 | 164.0 | 57728 | 0.0045 | 0.9803 | 0.9639 | 0.9839 | [0.9871971598016851, 0.9626868693823868, 0.9910144702131874] | [0.9692685236963582, 0.9437207788181796, 0.9786323573139935] |
|
| 218 |
-
| 0.0119 | 165.0 | 58080 | 0.0042 | 0.9803 | 0.9639 | 0.9840 | [0.9870422920959984, 0.9624511828333389, 0.9913500541234382] | [0.9692070707231569, 0.9436451152771295, 0.9789524728805975] |
|
| 219 |
-
| 0.0119 | 166.0 | 58432 | 0.0046 | 0.9808 | 0.9643 | 0.9839 | [0.987149847142729, 0.9652576804832063, 0.9899557179823797] | [0.969248451967144, 0.9460861045139182, 0.9776737681867176] |
|
| 220 |
-
| 0.0119 | 167.0 | 58784 | 0.0044 | 0.9801 | 0.9637 | 0.9840 | [0.9873736669790013, 0.9614192568637706, 0.9915283328023253] | [0.969459488243022, 0.9426656804015313, 0.979117494419369] |
|
| 221 |
-
| 0.0114 | 168.0 | 59136 | 0.0041 | 0.9802 | 0.9639 | 0.9840 | [0.9873483085242689, 0.961618948084545, 0.9915781195843066] | [0.96947967524028, 0.9429832571756004, 0.9791957117140963] |
|
| 222 |
-
| 0.0114 | 169.0 | 59488 | 0.0042 | 0.9805 | 0.9641 | 0.9840 | [0.9869321678036007, 0.9637058685771036, 0.9908867614299876] | [0.9690601806623333, 0.9448102145008139, 0.978562742620388] |
|
| 223 |
-
| 0.0114 | 170.0 | 59840 | 0.0041 | 0.9802 | 0.9639 | 0.9840 | [0.9870782165735358, 0.9622726436094063, 0.9913682144865317] | [0.9692064942832151, 0.9434492245339237, 0.9789703215471917] |
|
| 224 |
-
| 0.0111 | 171.0 | 60192 | 0.0040 | 0.9805 | 0.9641 | 0.9840 | [0.9874237287308208, 0.9631560164798711, 0.9908335928217785] | [0.9695604874791336, 0.9444186245797271, 0.9784698626382724] |
|
| 225 |
-
| 0.0111 | 172.0 | 60544 | 0.0043 | 0.9802 | 0.9639 | 0.9840 | [0.9868620980511501, 0.9623952133919551, 0.9914303692151439] | [0.968999752241513, 0.9436448949761275, 0.9789630567852633] |
|
| 226 |
-
| 0.0111 | 173.0 | 60896 | 0.0041 | 0.9804 | 0.9640 | 0.9840 | [0.9870043700299548, 0.9628526714907127, 0.9911971632034119] | [0.969115019142115, 0.9440728902406599, 0.9788211321877085] |
|
| 227 |
-
| 0.011 | 174.0 | 61248 | 0.0043 | 0.9801 | 0.9638 | 0.9840 | [0.9873252623906369, 0.9615469474459323, 0.9915171285889112] | [0.9693908029145339, 0.9429084523274054, 0.9790785814962709] |
|
| 228 |
-
| 0.011 | 175.0 | 61600 | 0.0040 | 0.9803 | 0.9640 | 0.9840 | [0.9873778869650092, 0.9625225246556269, 0.9911422052460087] | [0.9695325841233399, 0.9436854806148341, 0.9788138083560124] |
|
| 229 |
-
| 0.011 | 176.0 | 61952 | 0.0040 | 0.9805 | 0.9642 | 0.9840 | [0.9873759921463299, 0.9632044095335234, 0.9908562768696321] | [0.969522896598107, 0.9444046147443494, 0.9785249511748954] |
|
| 230 |
-
| 0.0109 | 177.0 | 62304 | 0.0039 | 0.9803 | 0.9640 | 0.9840 | [0.9876217661868257, 0.9619662341261326, 0.9912385763561566] | [0.969707483192263, 0.9433182173168398, 0.9788900757173168] |
|
| 231 |
-
| 0.0109 | 178.0 | 62656 | 0.0040 | 0.9804 | 0.9640 | 0.9840 | [0.9872529445482277, 0.9627448452189404, 0.9911320116430196] | [0.9693972988605501, 0.9439620948857145, 0.9787876845248239] |
|
| 232 |
-
| 0.0107 | 179.0 | 63008 | 0.0039 | 0.9804 | 0.9641 | 0.9840 | [0.9881230388626668, 0.9620313770857314, 0.9909022355818212] | [0.9702348775882661, 0.9433810170417755, 0.9785665962449605] |
|
| 233 |
-
| 0.0107 | 180.0 | 63360 | 0.0039 | 0.9801 | 0.9638 | 0.9840 | [0.987511712548684, 0.9612628678432321, 0.9916080004033692] | [0.9696100841526877, 0.9426586499579475, 0.9792203415929411] |
|
| 234 |
-
| 0.0107 | 181.0 | 63712 | 0.0040 | 0.9802 | 0.9639 | 0.9840 | [0.9874907539271562, 0.9617817655552798, 0.991412318225473] | [0.9695951250828561, 0.943195775864929, 0.9790271505002547] |
|
| 235 |
-
| 0.0106 | 182.0 | 64064 | 0.0039 | 0.9803 | 0.9640 | 0.9840 | [0.9872710256146086, 0.9622317271228302, 0.9913854036136323] | [0.969429763529448, 0.9434776311920444, 0.9790586685684299] |
|
| 236 |
-
| 0.0106 | 183.0 | 64416 | 0.0039 | 0.9804 | 0.9640 | 0.9840 | [0.9871874994379775, 0.9628408127968723, 0.9911214636701411] | [0.9692970483901902, 0.9440621129121404, 0.9787868250072187] |
|
| 237 |
-
| 0.0106 | 184.0 | 64768 | 0.0040 | 0.9806 | 0.9643 | 0.9840 | [0.9870270243536228, 0.9639483030024446, 0.9907980158348654] | [0.9692315688035548, 0.9450766871029052, 0.9784871747479491] |
|
| 238 |
-
| 0.0105 | 185.0 | 65120 | 0.0037 | 0.9803 | 0.9641 | 0.9841 | [0.987254608134797, 0.9622685609446077, 0.9914917802044824] | [0.9694494850946989, 0.9437665580562086, 0.9791308017230925] |
|
| 239 |
-
| 0.0105 | 186.0 | 65472 | 0.0038 | 0.9805 | 0.9642 | 0.9840 | [0.9871238014147808, 0.9631725767265726, 0.9910897716271998] | [0.9692689631531414, 0.9444811774135521, 0.97875677061644] |
|
| 240 |
-
| 0.0105 | 187.0 | 65824 | 0.0039 | 0.9801 | 0.9638 | 0.9840 | [0.9874636291160279, 0.9612361358717633, 0.9916810268501909] | [0.9696058668712946, 0.9426492847235431, 0.9792826022752127] |
|
| 241 |
-
| 0.0103 | 188.0 | 66176 | 0.0037 | 0.9805 | 0.9642 | 0.9840 | [0.9872675442867299, 0.9634576545358251, 0.9908144524728183] | [0.9694202370554239, 0.9446238220971774, 0.9784897645605818] |
|
| 242 |
-
| 0.0103 | 189.0 | 66528 | 0.0037 | 0.9803 | 0.9640 | 0.9840 | [0.9876864983314034, 0.9620615728339365, 0.991190421425641] | [0.9698223935288167, 0.9433962585505954, 0.978850551670132] |
|
| 243 |
-
| 0.0103 | 190.0 | 66880 | 0.0039 | 0.9804 | 0.9641 | 0.9840 | [0.9875896120773044, 0.962639175073321, 0.9909607591128021] | [0.9697320668479972, 0.9438613962505935, 0.9786256892574358] |
|
| 244 |
-
| 0.0101 | 191.0 | 67232 | 0.0038 | 0.9804 | 0.9641 | 0.9840 | [0.987447924601889, 0.9625643395281, 0.9911255979855166] | [0.969575690699348, 0.9439891106239453, 0.9787427139654046] |
|
| 245 |
-
| 0.0101 | 192.0 | 67584 | 0.0037 | 0.9802 | 0.9639 | 0.9840 | [0.9873822739519854, 0.961667660564294, 0.9915207247870472] | [0.9695065628927538, 0.9429583650305149, 0.9791643223008656] |
|
| 246 |
-
| 0.0101 | 193.0 | 67936 | 0.0038 | 0.9805 | 0.9642 | 0.9840 | [0.9879403847650926, 0.9628603676632305, 0.9906602315719728] | [0.9700721774200771, 0.9441162336799046, 0.9783486634819251] |
|
| 247 |
-
| 0.0099 | 194.0 | 68288 | 0.0036 | 0.9804 | 0.9641 | 0.9841 | [0.9874542321000012, 0.962618382430838, 0.9911313029032409] | [0.9695986761622117, 0.9439905450968769, 0.9787928922791438] |
|
| 248 |
-
| 0.0099 | 195.0 | 68640 | 0.0037 | 0.9805 | 0.9642 | 0.9840 | [0.9876605489501676, 0.963171818089593, 0.9907125558173591] | [0.9697577330845388, 0.9444589857999186, 0.9784089526595565] |
|
| 249 |
-
| 0.0099 | 196.0 | 68992 | 0.0035 | 0.9804 | 0.9641 | 0.9840 | [0.9873243824239959, 0.9627760890840255, 0.9911231173962913] | [0.9694583282463048, 0.9440813133207847, 0.9787963365559884] |
|
| 250 |
-
| 0.0097 | 197.0 | 69344 | 0.0037 | 0.9802 | 0.9639 | 0.9840 | [0.9872373684963721, 0.9618066807908235, 0.9915980780464682] | [0.969413803637261, 0.943165043645971, 0.9792124765181354] |
|
| 251 |
-
| 0.0097 | 198.0 | 69696 | 0.0036 | 0.9804 | 0.9641 | 0.9840 | [0.9875230236527325, 0.9624318475724221, 0.9911486276533855] | [0.9696704619647757, 0.9437824355124939, 0.9788016112447981] |
|
| 252 |
-
| 0.0096 | 199.0 | 70048 | 0.0036 | 0.9805 | 0.9643 | 0.9841 | [0.9878718758293846, 0.963007603129685, 0.9907160645167571] | [0.970025800180911, 0.9442857700214066, 0.9784490701381757] |
|
| 253 |
-
| 0.0096 | 200.0 | 70400 | 0.0036 | 0.9804 | 0.9642 | 0.9840 | [0.9874385918170039, 0.9628563349087594, 0.9910250838101194] | [0.9695847740968115, 0.9442094002385792, 0.9786814584311059] |
|
| 254 |
-
| 0.0096 | 201.0 | 70752 | 0.0035 | 0.9805 | 0.9642 | 0.9841 | [0.9871949181348407, 0.9630809014368155, 0.9911045282893811] | [0.9693543099868218, 0.9443828691843815, 0.9787867070379548] |
|
| 255 |
-
| 0.0095 | 202.0 | 71104 | 0.0036 | 0.9802 | 0.9639 | 0.9840 | [0.987061824786181, 0.9618540856199891, 0.9916706757494732] | [0.9691391241574164, 0.9432072087888956, 0.9793316307736873] |
|
| 256 |
-
| 0.0095 | 203.0 | 71456 | 0.0035 | 0.9801 | 0.9638 | 0.9841 | [0.9873204643243539, 0.9607918041891674, 0.9920546420869587] | [0.9695051279263655, 0.9422293170516025, 0.9796954461001468] |
|
| 257 |
-
| 0.0095 | 204.0 | 71808 | 0.0034 | 0.9800 | 0.9638 | 0.9841 | [0.9875639260437497, 0.9604553886169336, 0.9920461197098673] | [0.9697222148026532, 0.9420682577856277, 0.9796342851737422] |
|
| 258 |
-
| 0.0094 | 205.0 | 72160 | 0.0035 | 0.9804 | 0.9641 | 0.9841 | [0.9871394673902347, 0.9625858708434317, 0.9914083457827632] | [0.9693028508153313, 0.9440114185681796, 0.979079967598763] |
|
| 259 |
-
| 0.0094 | 206.0 | 72512 | 0.0033 | 0.9803 | 0.9641 | 0.9841 | [0.9875835615037589, 0.9619524688577773, 0.9913790687049935] | [0.9697228597287789, 0.9434018940210886, 0.9790525689383898] |
|
| 260 |
-
| 0.0094 | 207.0 | 72864 | 0.0034 | 0.9803 | 0.9640 | 0.9840 | [0.9874903749634204, 0.961938074719294, 0.9913717494355511] | [0.969565781194546, 0.9433425725463299, 0.9790368638181551] |
|
| 261 |
-
| 0.0092 | 208.0 | 73216 | 0.0032 | 0.9805 | 0.9642 | 0.9841 | [0.9874692236484676, 0.9627474006277142, 0.99116411493003] | [0.9696366782148776, 0.9442277602218284, 0.978854798154046] |
|
| 262 |
-
| 0.0092 | 209.0 | 73568 | 0.0031 | 0.9805 | 0.9643 | 0.9841 | [0.9873597930524001, 0.9629974014587211, 0.9911955269770094] | [0.969557127070237, 0.9445294140879655, 0.9789049330270783] |
|
| 263 |
-
| 0.0092 | 210.0 | 73920 | 0.0032 | 0.9803 | 0.9641 | 0.9841 | [0.9871809028997277, 0.9622770856285637, 0.99157164030275] | [0.969354200042129, 0.9437902569572477, 0.979250789087278] |
|
| 264 |
-
| 0.0091 | 211.0 | 74272 | 0.0034 | 0.9805 | 0.9643 | 0.9841 | [0.9876053615532426, 0.9628896250972765, 0.9909922542835827] | [0.9697579597251753, 0.9442952234033613, 0.9787103505450854] |
|
| 265 |
-
| 0.0091 | 212.0 | 74624 | 0.0032 | 0.9804 | 0.9642 | 0.9841 | [0.9872317033096766, 0.9627850429967989, 0.9912979661246448] | [0.9694125696058759, 0.9441922819298887, 0.979002751819937] |
|
| 266 |
-
| 0.0091 | 213.0 | 74976 | 0.0033 | 0.9806 | 0.9643 | 0.9841 | [0.9870077357417785, 0.9636315820454864, 0.9910804967609608] | [0.9691730898790966, 0.9450395509450612, 0.978794670121939] |
|
| 267 |
-
| 0.009 | 214.0 | 75328 | 0.0033 | 0.9803 | 0.9641 | 0.9841 | [0.9870797773902784, 0.962001959938637, 0.9917453165480129] | [0.9692577861208667, 0.9435246475786525, 0.9794031043704787] |
|
| 268 |
-
| 0.009 | 215.0 | 75680 | 0.0032 | 0.9805 | 0.9642 | 0.9841 | [0.9875298128844073, 0.9627524914811306, 0.9911251823665106] | [0.9696745231573551, 0.9442325128002399, 0.9788358455346786] |
|
| 269 |
-
| 0.0088 | 216.0 | 76032 | 0.0031 | 0.9803 | 0.9641 | 0.9841 | [0.9875184953572446, 0.9620711655989034, 0.991418049392819] | [0.9696665109026988, 0.9435805515826322, 0.9791024824018562] |
|
| 270 |
-
| 0.0088 | 217.0 | 76384 | 0.0031 | 0.9807 | 0.9645 | 0.9841 | [0.9872106226489796, 0.9642201845210765, 0.9907176788684751] | [0.9693630116148173, 0.9456563450420279, 0.9784569426120255] |
|
| 271 |
-
| 0.0088 | 218.0 | 76736 | 0.0030 | 0.9805 | 0.9643 | 0.9841 | [0.9872619369080619, 0.9628710484733394, 0.9912840013260433] | [0.9694243241605282, 0.9444263351803542, 0.9789757250754331] |
|
| 272 |
-
| 0.0087 | 219.0 | 77088 | 0.0031 | 0.9803 | 0.9641 | 0.9841 | [0.987593048443384, 0.9618148960307484, 0.9914998782126939] | [0.9697519792781666, 0.9434006855490412, 0.9791616935064695] |
|
| 273 |
-
| 0.0087 | 220.0 | 77440 | 0.0029 | 0.9803 | 0.9641 | 0.9841 | [0.987490053807712, 0.9619173120230077, 0.991538640153674] | [0.9696563371595993, 0.9434683477858977, 0.97922424481529] |
|
| 274 |
-
| 0.0087 | 221.0 | 77792 | 0.0030 | 0.9804 | 0.9642 | 0.9841 | [0.987243354838776, 0.9623187208238574, 0.9915383601577121] | [0.9694190337894562, 0.9439138841424369, 0.9792041895309951] |
|
| 275 |
-
| 0.0086 | 222.0 | 78144 | 0.0032 | 0.9805 | 0.9643 | 0.9841 | [0.9873032889170706, 0.9628468918747753, 0.9912766908064747] | [0.9694929708305483, 0.9443422840030161, 0.9789866470458696] |
|
| 276 |
-
| 0.0086 | 223.0 | 78496 | 0.0030 | 0.9805 | 0.9644 | 0.9841 | [0.9871300061430663, 0.9631613968131877, 0.9913014573242952] | [0.9693307619156146, 0.9447367342484018, 0.9790093848929038] |
|
| 277 |
-
| 0.0086 | 224.0 | 78848 | 0.0031 | 0.9806 | 0.9644 | 0.9841 | [0.9874570775395773, 0.9634700023508762, 0.9908620780359684] | [0.9696157372286418, 0.9449132886844338, 0.9785795128899252] |
|
| 278 |
-
| 0.0085 | 225.0 | 79200 | 0.0032 | 0.9804 | 0.9642 | 0.9840 | [0.9871453316934695, 0.9630348042582334, 0.9911492270197416] | [0.9692308029950607, 0.9444050009034723, 0.9788428356542713] |
|
| 279 |
-
| 0.0085 | 226.0 | 79552 | 0.0030 | 0.9806 | 0.9644 | 0.9841 | [0.9873376268854088, 0.9636835087503335, 0.990905293662718] | [0.9695157863655087, 0.9451963113202534, 0.978630129478866] |
|
| 280 |
-
| 0.0085 | 227.0 | 79904 | 0.0029 | 0.9806 | 0.9644 | 0.9841 | [0.9872191140059088, 0.9636100207839581, 0.991023530707518] | [0.969410051465594, 0.9451026826814951, 0.9787545223819234] |
|
| 281 |
-
| 0.0083 | 228.0 | 80256 | 0.0030 | 0.9804 | 0.9641 | 0.9841 | [0.9871541891679061, 0.9624136003566472, 0.9915089124574031] | [0.9693561107613394, 0.9438069007932981, 0.9792026539701242] |
|
| 282 |
-
| 0.0083 | 229.0 | 80608 | 0.0028 | 0.9805 | 0.9643 | 0.9841 | [0.9878502877426685, 0.9623796613338713, 0.9911657817809909] | [0.9700099308035154, 0.944001563340932, 0.9788922673746748] |
|
| 283 |
-
| 0.0083 | 230.0 | 80960 | 0.0032 | 0.9803 | 0.9641 | 0.9841 | [0.9869102649842904, 0.9624538580268988, 0.991600948005078] | [0.9691057837579132, 0.9437911318508662, 0.9792717190769751] |
|
| 284 |
-
| 0.0083 | 231.0 | 81312 | 0.0029 | 0.9806 | 0.9644 | 0.9841 | [0.9873879841004801, 0.9633279176302313, 0.9909829969170914] | [0.9695188284520148, 0.9448305395300395, 0.978704354065559] |
|
| 285 |
-
| 0.0083 | 232.0 | 81664 | 0.0028 | 0.9805 | 0.9643 | 0.9841 | [0.9871548892873503, 0.9632108180195887, 0.9911995344192146] | [0.9693475050192913, 0.9447115725630284, 0.9788865084550747] |
|
| 286 |
-
| 0.0083 | 233.0 | 82016 | 0.0029 | 0.9805 | 0.9643 | 0.9841 | [0.9869485660140697, 0.9633512756635536, 0.9912967717668697] | [0.9691604911050336, 0.9448436251370543, 0.9789920211498035] |
|
| 287 |
-
| 0.0083 | 234.0 | 82368 | 0.0028 | 0.9804 | 0.9642 | 0.9841 | [0.9874701485769076, 0.962333544191158, 0.9914299929705701] | [0.9696522580364918, 0.9439288029334935, 0.9791405826499852] |
|
| 288 |
-
| 0.0083 | 235.0 | 82720 | 0.0027 | 0.9806 | 0.9644 | 0.9842 | [0.9870091680962377, 0.9635095013841481, 0.991255174866775] | [0.9692282538388001, 0.9450741083363015, 0.9789775460342989] |
|
| 289 |
-
| 0.008 | 236.0 | 83072 | 0.0028 | 0.9806 | 0.9644 | 0.9841 | [0.9871123104635356, 0.9634985410762046, 0.9911562925428434] | [0.9693076689921786, 0.9450582129959922, 0.9788650473899283] |
|
| 290 |
-
| 0.008 | 237.0 | 83424 | 0.0027 | 0.9806 | 0.9644 | 0.9841 | [0.9871143465907266, 0.9634429609353763, 0.9911483345326129] | [0.9693014027579444, 0.9449565017008942, 0.9788545785752472] |
|
| 291 |
-
| 0.008 | 238.0 | 83776 | 0.0028 | 0.9806 | 0.9644 | 0.9841 | [0.9875412396045109, 0.9632695025827945, 0.9909660615363313] | [0.969708268244057, 0.9448606176635932, 0.9786805329057939] |
|
| 292 |
-
| 0.0079 | 239.0 | 84128 | 0.0028 | 0.9805 | 0.9644 | 0.9842 | [0.9872863511650116, 0.9630001764729363, 0.9912948992938743] | [0.9694999664982501, 0.9445687946657463, 0.979024849507497] |
|
| 293 |
-
| 0.0079 | 240.0 | 84480 | 0.0027 | 0.9805 | 0.9644 | 0.9841 | [0.9875615944533069, 0.9628556860745006, 0.9911536632057635] | [0.969746983686512, 0.9444731215450847, 0.9788638674950166] |
|
| 294 |
-
| 0.0079 | 241.0 | 84832 | 0.0027 | 0.9804 | 0.9642 | 0.9842 | [0.9872719120043636, 0.9622136895304314, 0.9916669089287978] | [0.96947856578232, 0.943867946716767, 0.9793818318091142] |
|
| 295 |
-
| 0.0078 | 242.0 | 85184 | 0.0027 | 0.9804 | 0.9642 | 0.9841 | [0.9875869529080392, 0.9622343024957349, 0.9913724406755822] | [0.9697632481501496, 0.9438242142000535, 0.9790688447438531] |
|
| 296 |
-
| 0.0078 | 243.0 | 85536 | 0.0028 | 0.9804 | 0.9642 | 0.9841 | [0.9871847760375706, 0.9623025698418423, 0.9916063641769667] | [0.9693550685934906, 0.9438856766221582, 0.9793018029928025] |
|
| 297 |
-
| 0.0078 | 244.0 | 85888 | 0.0027 | 0.9804 | 0.9642 | 0.9841 | [0.9876182527433763, 0.9622734521567136, 0.9913365355684011] | [0.9697782023261515, 0.9438211780426214, 0.9790657546695997] |
|
| 298 |
-
| 0.0078 | 245.0 | 86240 | 0.0026 | 0.9806 | 0.9644 | 0.9841 | [0.9872617056759518, 0.9634749534553754, 0.9910866566721233] | [0.9694579588323501, 0.9450422200764061, 0.9788115845373153] |
|
| 299 |
-
| 0.0078 | 246.0 | 86592 | 0.0026 | 0.9805 | 0.9643 | 0.9842 | [0.9870591656169158, 0.9627786844210612, 0.9915471275312702] | [0.9692647139649979, 0.9443898595059861, 0.9792652352227051] |
|
| 300 |
-
| 0.0078 | 247.0 | 86944 | 0.0027 | 0.9804 | 0.9642 | 0.9841 | [0.9871975644578777, 0.9626957534207017, 0.9914022427457804] | [0.969384188887961, 0.9441900938642585, 0.9791036071979489] |
|
| 301 |
-
| 0.0076 | 248.0 | 87296 | 0.0026 | 0.9807 | 0.9645 | 0.9842 | [0.9875571239658465, 0.9637622373011082, 0.9907667831602991] | [0.9697249238650236, 0.9453031920112468, 0.9785281774947534] |
|
| 302 |
-
| 0.0076 | 249.0 | 87648 | 0.0025 | 0.9805 | 0.9643 | 0.9842 | [0.9870201708908063, 0.9628538493744444, 0.991532458367827] | [0.96922324336135, 0.944477626940378, 0.9792385115890625] |
|
| 303 |
-
| 0.0076 | 250.0 | 88000 | 0.0025 | 0.9804 | 0.9642 | 0.9841 | [0.987316976573361, 0.9622751091795904, 0.9915799220583116] | [0.9694984377870266, 0.9439147473837587, 0.9792905403979277] |
|
| 304 |
-
| 0.0076 | 251.0 | 88352 | 0.0026 | 0.9805 | 0.9643 | 0.9841 | [0.9873270801319461, 0.9629344046432097, 0.9912755751975639] | [0.9695067997112319, 0.9445116798598668, 0.979005586937938] |
|
| 305 |
-
| 0.0076 | 252.0 | 88704 | 0.0026 | 0.9805 | 0.9644 | 0.9842 | [0.9872198719333805, 0.9630863616266563, 0.9913116903017164] | [0.9694204441976016, 0.9446889129545831, 0.9790439877435952] |
|
| 306 |
-
| 0.0074 | 253.0 | 89056 | 0.0025 | 0.9805 | 0.9643 | 0.9842 | [0.9874641365420471, 0.9627468815603071, 0.991283047589798] | [0.9696399451994885, 0.9443504069269787, 0.9790216132451589] |
|
| 307 |
-
| 0.0074 | 254.0 | 89408 | 0.0026 | 0.9808 | 0.9646 | 0.9842 | [0.9873045928092467, 0.9643298275287738, 0.9907429966283455] | [0.9695190413887416, 0.9459256025289009, 0.9784967869199862] |
|
| 308 |
-
| 0.0074 | 255.0 | 89760 | 0.0025 | 0.9806 | 0.9644 | 0.9841 | [0.9872113420377664, 0.9635675670592916, 0.9910788430348106] | [0.9693956084661738, 0.9451239838668218, 0.9788154599624681] |
|
| 309 |
-
| 0.0073 | 256.0 | 90112 | 0.0026 | 0.9804 | 0.9642 | 0.9841 | [0.987484330812989, 0.9622358397338254, 0.9914549344858667] | [0.9696559036602705, 0.9438166658598892, 0.9791718402979414] |
|
| 310 |
-
| 0.0073 | 257.0 | 90464 | 0.0025 | 0.9806 | 0.9644 | 0.9841 | [0.9874388872802556, 0.9635830192967202, 0.9908773421908306] | [0.9695990130799402, 0.945059397324563, 0.9786283344156067] |
|
| 311 |
-
| 0.0073 | 258.0 | 90816 | 0.0024 | 0.9805 | 0.9644 | 0.9842 | [0.9871417347495358, 0.9629228054830727, 0.9914634043637152] | [0.969359282176641, 0.9445828269387898, 0.9791841187291839] |
|
| 312 |
-
| 0.0073 | 259.0 | 91168 | 0.0026 | 0.9806 | 0.9645 | 0.9841 | [0.9873656445094064, 0.9636186253244383, 0.9909320420269564] | [0.9695245497915613, 0.9452068906120951, 0.9786524110125128] |
|
| 313 |
-
| 0.0073 | 260.0 | 91520 | 0.0024 | 0.9806 | 0.9644 | 0.9842 | [0.9872265776645711, 0.9632426508265395, 0.9912185828944998] | [0.9694170625364763, 0.9448040657581864, 0.9789569942029184] |
|
| 314 |
-
| 0.0073 | 261.0 | 91872 | 0.0024 | 0.9806 | 0.9644 | 0.9842 | [0.9876243547018352, 0.9629379981867977, 0.9911171456074157] | [0.9698257208598565, 0.9445633050833924, 0.9788525526672367] |
|
| 315 |
-
| 0.0072 | 262.0 | 92224 | 0.0023 | 0.9806 | 0.9644 | 0.9842 | [0.9873571852680482, 0.9630501966032688, 0.9912866700375556] | [0.9695671945093366, 0.9447553511024964, 0.9790153473240063] |
|
| 316 |
-
| 0.0072 | 263.0 | 92576 | 0.0023 | 0.9806 | 0.9645 | 0.9842 | [0.9874837398864856, 0.963031969351625, 0.9912128911015862] | [0.9696872364904785, 0.944716840197944, 0.9789591262331183] |
|
| 317 |
-
| 0.0072 | 264.0 | 92928 | 0.0024 | 0.9806 | 0.9644 | 0.9842 | [0.987389474262967, 0.9630620453150438, 0.9912245328086909] | [0.9695947614625411, 0.9446835884129801, 0.9789611785501536] |
|
| 318 |
-
| 0.0071 | 265.0 | 93280 | 0.0024 | 0.9806 | 0.9645 | 0.9842 | [0.9874630317664104, 0.9634557080330483, 0.9909946517490068] | [0.9696480706685692, 0.9450609015043526, 0.9787442614830162] |
|
| 319 |
-
| 0.0071 | 266.0 | 93632 | 0.0024 | 0.9804 | 0.9643 | 0.9842 | [0.9874199840552614, 0.9622419787041216, 0.991556822391452] | [0.9696184222066214, 0.9439083033075235, 0.979274238785181] |
|
| 320 |
-
| 0.0071 | 267.0 | 93984 | 0.0024 | 0.9804 | 0.9643 | 0.9842 | [0.9874961943048559, 0.9620969392920821, 0.9915813570376165] | [0.9697101699926985, 0.9438082339752081, 0.9792798987026007] |
|
| 321 |
-
| 0.007 | 268.0 | 94336 | 0.0024 | 0.9807 | 0.9645 | 0.9842 | [0.9875322665140193, 0.9636570562766994, 0.9908556950030236] | [0.9697359772993449, 0.9452334718918867, 0.9786012084383675] |
|
| 322 |
-
| 0.007 | 269.0 | 94688 | 0.0023 | 0.9806 | 0.9645 | 0.9842 | [0.987430222499244, 0.9634228969836763, 0.9910361174009944] | [0.9696293567375167, 0.9450235998911664, 0.9787827954583327] |
|
| 323 |
-
| 0.0069 | 270.0 | 95040 | 0.0024 | 0.9806 | 0.9645 | 0.9841 | [0.9874078957543986, 0.9635294555331273, 0.9909630647045512] | [0.9695954460085715, 0.9450578525705575, 0.9787108785837519] |
|
| 324 |
-
| 0.0069 | 271.0 | 95392 | 0.0023 | 0.9805 | 0.9644 | 0.9842 | [0.9871998703558637, 0.9629407632189474, 0.9914288073626688] | [0.9693981985574068, 0.9446094332251453, 0.979170858606967] |
|
| 325 |
-
| 0.0069 | 272.0 | 95744 | 0.0024 | 0.9805 | 0.9643 | 0.9842 | [0.9876030363859141, 0.9625240319475209, 0.9913156671193633] | [0.9697894702424387, 0.9441702827013666, 0.9790557244813065] |
|
| 326 |
-
| 0.0069 | 273.0 | 96096 | 0.0023 | 0.9806 | 0.9644 | 0.9842 | [0.9876565730424981, 0.9629784654804253, 0.9911007877183271] | [0.9698549973241095, 0.9446308132390798, 0.9788478588867151] |
|
| 327 |
-
| 0.0069 | 274.0 | 96448 | 0.0022 | 0.9805 | 0.9644 | 0.9842 | [0.9871939610908298, 0.9628372591815463, 0.9914713317493874] | [0.9694092102984029, 0.9445075203806517, 0.9791947572244304] |
|
| 328 |
-
| 0.0069 | 275.0 | 96800 | 0.0022 | 0.9805 | 0.9644 | 0.9842 | [0.9873550142554596, 0.9630053272187459, 0.9912852263083768] | [0.9695644877645404, 0.9446726386279053, 0.9790101736105153] |
|
| 329 |
-
| 0.0068 | 276.0 | 97152 | 0.0023 | 0.9806 | 0.9645 | 0.9842 | [0.9873346272910927, 0.9634574249483181, 0.9910981540063102] | [0.9695401629981256, 0.9451262914673374, 0.9788210320833994] |
|
| 330 |
-
| 0.0068 | 277.0 | 97504 | 0.0023 | 0.9806 | 0.9644 | 0.9842 | [0.987724728706927, 0.9629851834105219, 0.9910390704834053] | [0.9699237108986393, 0.9446176645686377, 0.9787827558398771] |
|
| 331 |
-
| 0.0068 | 278.0 | 97856 | 0.0022 | 0.9806 | 0.9645 | 0.9842 | [0.9875673495636008, 0.9629767485651555, 0.9911828746594795] | [0.9697661403344439, 0.9446529105936529, 0.978938794995493] |
|
| 332 |
-
| 0.0067 | 279.0 | 98208 | 0.0022 | 0.9806 | 0.9645 | 0.9842 | [0.9873623751442953, 0.9634800742549883, 0.9910777799251427] | [0.9695633746100717, 0.9451079282791597, 0.9788304180323308] |
|
| 333 |
-
| 0.0067 | 280.0 | 98560 | 0.0023 | 0.9804 | 0.9643 | 0.9842 | [0.9871281370168438, 0.962185150805103, 0.9918147817961938] | [0.9693360308326654, 0.9438986229678025, 0.9795381573399652] |
|
| 334 |
-
| 0.0067 | 281.0 | 98912 | 0.0021 | 0.9806 | 0.9645 | 0.9842 | [0.9872874430944201, 0.9633456657427301, 0.9911650642913384] | [0.9694875063837871, 0.9449986604603943, 0.9788859757850384] |
|
| 335 |
-
| 0.0066 | 282.0 | 99264 | 0.0022 | 0.9806 | 0.9644 | 0.9842 | [0.9875127980549783, 0.9630512646842797, 0.9911576268985995] | [0.969702486455737, 0.9447012633564738, 0.9789033905207675] |
|
| 336 |
-
| 0.0066 | 283.0 | 99616 | 0.0022 | 0.9805 | 0.9644 | 0.9842 | [0.9872549999447612, 0.9625980589454345, 0.9915570148886759] | [0.9694709839615033, 0.9443036189748198, 0.9792857263160384] |
|
| 337 |
-
| 0.0066 | 284.0 | 99968 | 0.0022 | 0.9807 | 0.9646 | 0.9842 | [0.9869722159204335, 0.9641038036191516, 0.9910927465842954] | [0.9692002873323862, 0.9457309505274041, 0.9788480630959933] |
|
| 338 |
-
| 0.0066 | 285.0 | 100320 | 0.0021 | 0.9807 | 0.9646 | 0.9842 | [0.9874614966421243, 0.9636336084047874, 0.9909661884095016] | [0.9696797792200785, 0.9452806101403779, 0.9787193724244809] |
|
| 339 |
-
| 0.0066 | 286.0 | 100672 | 0.0021 | 0.9805 | 0.9644 | 0.9842 | [0.9874145950624751, 0.9628353825532281, 0.991339217404724] | [0.9696226586547914, 0.944525139001777, 0.9790743681300117] |
|
| 340 |
-
| 0.0065 | 287.0 | 101024 | 0.0023 | 0.9805 | 0.9644 | 0.9842 | [0.9872107703806055, 0.9628980699247084, 0.9914424002916333] | [0.9694201219759374, 0.9445663132786539, 0.9791793164178793] |
|
| 341 |
-
| 0.0065 | 288.0 | 101376 | 0.0022 | 0.9808 | 0.9647 | 0.9842 | [0.9872482620979998, 0.9640900882611239, 0.9909387706799166] | [0.9694678407121284, 0.9457909365231821, 0.9786919890621891] |
|
| 342 |
-
| 0.0065 | 289.0 | 101728 | 0.0022 | 0.9806 | 0.9644 | 0.9842 | [0.987160676513215, 0.9632510058153817, 0.9913168133528324] | [0.9693591000744941, 0.9449026019939919, 0.9790631513234845] |
|
| 343 |
|
| 344 |
|
| 345 |
### Framework versions
|
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| 14 |
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| 15 |
This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
|
| 16 |
It achieves the following results on the evaluation set:
|
| 17 |
+
- Loss: 0.0486
|
| 18 |
+
- Mean Iou: 0.9290
|
| 19 |
+
- Mean Accuracy: 0.9613
|
| 20 |
+
- Overall Accuracy: 0.9689
|
| 21 |
+
- Per Category Iou: [0.9479483232482238, 0.8761366638834206, 0.9630055275754064]
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| 22 |
+
- Per Category Accuracy: [0.9715740329423541, 0.9266074721530069, 0.985718906585144]
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| 23 |
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| 24 |
## Model description
|
| 25 |
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| 49 |
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| 50 |
### Training results
|
| 51 |
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| 52 |
+
| Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Per Category Iou | Per Category Accuracy |
|
| 53 |
+
|:-------------:|:-----:|:----:|:---------------:|:--------:|:-------------:|:----------------:|:------------------------------------------------------------:|:-----------------------------------------------------------:|
|
| 54 |
+
| 0.1074 | 1.0 | 1405 | 0.0486 | 0.9290 | 0.9613 | 0.9689 | [0.9479483232482238, 0.8761366638834206, 0.9630055275754064] | [0.9715740329423541, 0.9266074721530069, 0.985718906585144] |
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| 55 |
|
| 56 |
|
| 57 |
### Framework versions
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 109447092
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:26c96caf5143639503e0af6e2b48eae2cd8a933efc8058b40a3d12c92b878fae
|
| 3 |
size 109447092
|
training_args.bin
CHANGED
|
Binary files a/training_args.bin and b/training_args.bin differ
|
|
|