Add new SentenceTransformer model.

.gitattributes

@@ -25,3 +25,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zstandard filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+pytorch_model.bin filter=lfs diff=lfs merge=lfs -text

1_Pooling/config.json

@@ -0,0 +1,7 @@
+{
+  "word_embedding_dimension": 768,
+  "pooling_mode_cls_token": false,
+  "pooling_mode_mean_tokens": true,
+  "pooling_mode_max_tokens": false,
+  "pooling_mode_mean_sqrt_len_tokens": false
+}

2_Dense/config.json

@@ -0,0 +1 @@
+{"in_features": 768, "out_features": 256, "bias": true, "activation_function": "torch.nn.modules.activation.Tanh"}

2_Dense/pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56e77669c8690861127d90e9d386dbfbf4fa5813af04e38e40b839b09f5fb2a3
+size 788519

README.md

@@ -0,0 +1,87 @@
+---
+pipeline_tag: sentence-similarity
+tags:
+- sentence-transformers
+- feature-extraction
+- sentence-similarity
+---
+
+# {MODEL_NAME}
+
+This is a [sentence-transformers](https://www.SBERT.net) model: It maps sentences & paragraphs to a 256 dimensional dense vector space and can be used for tasks like clustering or semantic search.
+
+<!--- Describe your model here -->
+
+## Usage (Sentence-Transformers)
+
+Using this model becomes easy when you have [sentence-transformers](https://www.SBERT.net) installed:
+
+```
+pip install -U sentence-transformers
+```
+
+Then you can use the model like this:
+
+```python
+from sentence_transformers import SentenceTransformer
+sentences = ["This is an example sentence", "Each sentence is converted"]
+
+model = SentenceTransformer('{MODEL_NAME}')
+embeddings = model.encode(sentences)
+print(embeddings)
+```
+
+
+
+## Evaluation Results
+
+<!--- Describe how your model was evaluated -->
+
+For an automated evaluation of this model, see the *Sentence Embeddings Benchmark*: [https://seb.sbert.net](https://seb.sbert.net?model_name={MODEL_NAME})
+
+
+## Training
+The model was trained with the parameters:
+
+**DataLoader**:
+
+`torch.utils.data.dataloader.DataLoader` of length 11 with parameters:
+```
+{'batch_size': 15, 'sampler': 'torch.utils.data.sampler.RandomSampler', 'batch_sampler': 'torch.utils.data.sampler.BatchSampler'}
+```
+
+**Loss**:
+
+`sentence_transformers.losses.CosineSimilarityLoss.CosineSimilarityLoss` 
+
+Parameters of the fit()-Method:
+```
+{
+    "epochs": 30,
+    "evaluation_steps": 1,
+    "evaluator": "sentence_transformers.evaluation.EmbeddingSimilarityEvaluator.EmbeddingSimilarityEvaluator",
+    "max_grad_norm": 1,
+    "optimizer_class": "<class 'transformers.optimization.AdamW'>",
+    "optimizer_params": {
+        "lr": 2e-05
+    },
+    "scheduler": "WarmupLinear",
+    "steps_per_epoch": null,
+    "warmup_steps": 33,
+    "weight_decay": 0.01
+}
+```
+
+
+## Full Model Architecture
+```
+SentenceTransformer(
+  (0): Transformer({'max_seq_length': 256, 'do_lower_case': False}) with Transformer model: BertModel 
+  (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False})
+  (2): Dense({'in_features': 768, 'out_features': 256, 'bias': True, 'activation_function': 'torch.nn.modules.activation.Tanh'})
+)
+```
+
+## Citing & Authors
+
+<!--- Describe where people can find more information -->

config.json

@@ -0,0 +1,31 @@
+{
+  "_name_or_path": "bert-base-multilingual-uncased",
+  "architectures": [
+    "BertModel"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "directionality": "bidi",
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "pooler_fc_size": 768,
+  "pooler_num_attention_heads": 12,
+  "pooler_num_fc_layers": 3,
+  "pooler_size_per_head": 128,
+  "pooler_type": "first_token_transform",
+  "position_embedding_type": "absolute",
+  "torch_dtype": "float32",
+  "transformers_version": "4.16.2",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 105879
+}

config_sentence_transformers.json

@@ -0,0 +1,7 @@
+{
+  "__version__": {
+    "sentence_transformers": "2.2.0",
+    "transformers": "4.16.2",
+    "pytorch": "1.10.0+cu111"
+  }
+}

eval/similarity_evaluation_results.csv

@@ -0,0 +1,361 @@
+epoch,steps,cosine_pearson,cosine_spearman,euclidean_pearson,euclidean_spearman,manhattan_pearson,manhattan_spearman,dot_pearson,dot_spearman
+0,1,0.2991961785283909,0.464101724605422,0.2604223154799163,0.464101724605422,0.2302187732243511,0.41451277320922625,0.5312767882443898,0.5009755602590035
+0,2,0.29954357082513355,0.464101724605422,0.26008244896592225,0.464101724605422,0.229452561205046,0.41451277320922625,0.531945429763138,0.5009755602590035
+0,3,0.2992148851150703,0.464101724605422,0.25848818715817035,0.464101724605422,0.2271786005627499,0.41451277320922625,0.5301475648779208,0.5009755602590035
+0,4,0.29950590657249826,0.45265812043706916,0.2567503515641091,0.464101724605422,0.22426860615199015,0.41451277320922625,0.5299340173360254,0.5009755602590035
+0,5,0.29650476359853484,0.42214184265479476,0.25139178513775234,0.45265812043706916,0.21673009954624592,0.41451277320922625,0.523617368832322,0.4895319560906506
+0,6,0.296865274671383,0.42214184265479476,0.24787258557633496,0.45265812043706916,0.21101443928508384,0.39798312274382763,0.5246784232176249,0.5009755602590035
+0,7,0.2981637060784465,0.4323139352488863,0.24388065537941656,0.45265812043706916,0.20537676641541985,0.3967116111695662,0.5291307644500015,0.5009755602590035
+0,8,0.29930658822032963,0.4539296320113305,0.23937435955746322,0.4246848658033177,0.19997212877000495,0.41832730793201056,0.5313829566383724,0.5136906760016178
+0,9,0.30198611401176667,0.44630056256576195,0.23574387292122428,0.46028718988263767,0.19595967747307405,0.40306916904087337,0.53137190887261,0.5353063727640621
+0,10,0.308919458541386,0.4666447477539449,0.23698212074118669,0.455201143585592,0.19710496472230535,0.44884358571428484,0.5237562125123083,0.5658226505463364
+0,11,0.3118726973512929,0.4666447477539449,0.23869847208206,0.464101724605422,0.19783225266943896,0.44884358571428484,0.5005033952075605,0.5429354422096307
+0,-1,0.3118726973512929,0.4666447477539449,0.23869847208206,0.464101724605422,0.19783225266943896,0.44884358571428484,0.5005033952075605,0.5429354422096307
+1,1,0.33387219181032135,0.4920749792391734,0.26343077363328554,0.464101724605422,0.21640665237017426,0.42849940052610197,0.48186361534592975,0.5022470718332649
+1,2,0.346709919001857,0.481902886645082,0.2850857814488009,0.4946180023876964,0.23329476105474006,0.4361284699716705,0.45069914288123725,0.5009755602590035
+1,3,0.36114638701904234,0.5124191644273564,0.32598893526309686,0.45774416673411483,0.27078673198920405,0.4793598634965592,0.39380330648395734,0.4094267269121805
+1,4,0.35710338767922845,0.5149621875758792,0.35835479485264443,0.4666447477539449,0.3059190108997692,0.47554532877377487,0.311230604706567,0.3941685880210433
+1,5,0.35527991332722425,0.42214184265479476,0.43022652203156014,0.47681684034803634,0.3981024622828864,0.4361284699716705,0.10976096887422179,0.1436808078915416
+1,6,0.19432670348350745,0.2835470810602989,0.2802586882401432,0.39925463431808905,0.21600805878233678,0.3598377755159847,-0.037060883394308006,-0.08137674075273153
+1,7,0.10279603545006373,0.17165406252529306,0.2014609504323142,0.34839417134763184,0.13362675333677765,0.2619313842978546,-0.12802973465143913,-0.20471336345609026
+1,8,0.04931266458740673,0.11570755325779014,0.15525299204718507,0.35856626394172325,0.09314209934351182,0.1907267361392145,-0.18417545782477612,-0.227600571792796
+1,9,0.004465707078471103,0.06866162501011723,0.11751827853210031,0.25430231485228605,0.05569215413850519,0.08519127547551582,-0.21818017671635162,-0.28990463893160606
+1,10,-0.03259810330937367,-0.06103255556454864,0.07801857187803324,0.14622383104006448,0.014616341297389307,0.05848953241602578,-0.22604402190392223,-0.2619313842978546
+1,11,-0.022752831028258615,0.00762906944556858,0.08002420616218074,0.14113778474301875,0.018681484900290122,0.0381453472278429,-0.22139788951818445,-0.25557382642654747
+1,-1,-0.022752831028258615,0.00762906944556858,0.08002420616218074,0.14113778474301875,0.018681484900290122,0.0381453472278429,-0.22139788951818445,-0.25557382642654747
+2,1,0.012150939313433917,0.08264825232699297,0.09891874118424153,0.2199715023472274,0.039498075549359093,0.13859476159449588,-0.19310348646398198,-0.1983558055847831
+2,2,0.04749967506214608,0.12587964585188158,0.11760636362945681,0.25048778012950174,0.06204117898666287,0.12206511112909728,-0.12591426259962854,-0.1856406898421688
+2,3,0.06746229908393954,0.19454127086199882,0.12821357310114923,0.27846103476325323,0.07874238008009675,0.20089882873330597,-0.05703929496094384,-0.07247615973290152
+2,4,0.08207489476642972,0.2606598727235932,0.13873808168273932,0.2708319653176846,0.0929843825559432,0.2619313842978546,-0.015418630591775631,-0.01652965046539859
+2,5,0.07069094292342779,0.20344185188182884,0.13543244649127825,0.3318645208822333,0.09191773680730123,0.19199824771347596,-0.04242486359986625,-0.06230406713881007
+2,6,0.04867402123364987,0.1296941805746659,0.12228674735212185,0.26447440744637746,0.07852620365389242,0.22632906021853458,-0.06921734011137143,-0.11062150696074444
+2,7,0.05932448323923822,0.18818371299069164,0.11620630925404543,0.3051627778227432,0.07164239685938638,0.20471336345609026,-0.0011395169879307037,-0.011443604168352871
+2,8,0.06895048093528505,0.2593883611493318,0.11721616371241,0.3445796366248476,0.076582944497417,0.22378603707001168,0.05045882813725431,0.13350871529745015
+2,9,0.072050817199819,0.33059300930797186,0.12112268828474328,0.31279184726831183,0.08284029597806762,0.21615696762444314,0.07756208937946857,0.319149405139619
+2,10,0.06810858151132196,0.2810040579117761,0.12621482875176188,0.33059300930797186,0.08943979941209465,0.24158719910967172,0.053071874429208306,0.20598487503035168
+2,11,0.0911056337234482,0.3712813796843376,0.14808305200308372,0.3827249838526905,0.11620871108002107,0.33695056717927896,0.10741418276251971,0.38653951857547475
+2,-1,0.0911056337234482,0.3712813796843376,0.14808305200308372,0.3827249838526905,0.11620871108002107,0.33695056717927896,0.10741418276251971,0.38653951857547475
+3,1,0.11321314716122022,0.345851148199109,0.16926438918679865,0.35220870607041616,0.14384816935433448,0.44884358571428484,0.16128651924136275,0.4984325371104806
+3,2,0.12173657366523061,0.30261975467422036,0.17817948573557435,0.3089773125455275,0.15582779423094203,0.4056121921893962,0.17684458521661614,0.42722788895184055
+3,3,0.12331308886667557,0.3089773125455275,0.17949326353159128,0.31533487041683467,0.16040559697340928,0.3839964954269519,0.18746700497851498,0.44884358571428484
+3,4,0.12262217314579907,0.3089773125455275,0.17682020073330001,0.32804998615944897,0.16143663224019805,0.3801819607041676,0.18592851108003042,0.4132412616349648
+3,5,0.12338426547031009,0.39035405329825906,0.1750262654084363,0.354751729218939,0.16128336683665875,0.36365231023876904,0.19588771605079935,0.40052614589235047
+3,6,0.12213178447701749,0.37763893755564476,0.1710903760551222,0.33059300930797186,0.15806893442546757,0.3712813796843376,0.18846995418082313,0.3827249838526905
+3,7,0.10116639243741089,0.354751729218939,0.1556802137268774,0.3394935903278018,0.14236001842335158,0.345851148199109,0.14793957957874118,0.35856626394172325
+3,8,0.06950743516602605,0.3038912662484818,0.12200444497364255,0.3038912662484818,0.11230901475624443,0.2822755694860375,0.12280948645596622,0.2962621968029132
+3,9,0.011020710107242307,0.15766743520841733,0.088076770989716,0.25557382642654747,0.08122325394816485,0.22887208336705742,-0.008016467603234241,0.012715115742614302
+3,10,-0.07978569280364983,0.0012715115742614302,0.03991459916032409,0.09154883334682297,0.03429182243855687,0.11316453010926729,-0.20092338670253057,-0.2352296412383646
+3,11,-0.10395883735951723,-0.034330812505058615,0.028357701989794183,0.1309656921489273,0.021770803453010718,0.1856406898421688,-0.23631800292071325,-0.21869999077296598
+3,-1,-0.10395883735951723,-0.034330812505058615,0.028357701989794183,0.1309656921489273,0.021770803453010718,0.1856406898421688,-0.23631800292071325,-0.21869999077296598
+4,1,-0.11221779851700604,-0.034330812505058615,0.023074786639096883,0.17038255095103164,0.015892039669562777,0.13605173844597301,-0.24470133934613983,-0.22632906021853458
+4,2,-0.10284027061915776,0.012715115742614302,0.03204350509989269,0.21615696762444314,0.024719944320733763,0.11825057640631301,-0.24291623115321584,-0.2199715023472274
+4,3,-0.07278821847190045,0.05086046297045721,0.0473143934067775,0.2492162685552403,0.042793456409154315,0.22378603707001168,-0.2144729110488321,-0.17419708567381592
+4,4,-0.04308104671675056,0.20979940975313596,0.05557109947055225,0.3534802176446776,0.0537687766965843,0.3216924282881418,-0.10900283699486268,-0.02797325463375146
+4,5,-0.02846037145270226,0.24540173383245603,0.05926578173036364,0.2708319653176846,0.058712879932024266,0.3471226597733704,-0.030225204889034827,0.12079359955483586
+4,6,-0.03259956579281525,0.2949906852286518,0.05370267391018966,0.2988052199514361,0.05359553171195818,0.31406335884257325,-0.023543065922972135,0.16402499307972448
+4,7,-0.05847692970708074,0.1856406898421688,0.03946331547271136,0.30134824309995895,0.03896471351608445,0.319149405139619,-0.09660440149243317,0.006357557871307151
+4,8,-0.09572804499827428,0.01652965046539859,0.022065671537516363,0.27210347689194603,0.020647852175600275,0.31024882411978894,-0.21041376112339685,-0.16656801622824735
+4,9,-0.1321113544126066,-0.0025430231485228604,-0.0028671439435172777,0.25557382642654747,-0.005823172199765593,0.23141510651558028,-0.25970681756777,-0.19581278243626024
+4,10,-0.14222732599350563,-0.057218020841764354,-0.018189460157521032,0.24540173383245603,-0.021621302977196687,0.20725638660461312,-0.26101811674823255,-0.1780116203966002
+4,11,-0.1245166548051072,-0.057218020841764354,-0.009514134931761776,0.24413022225819456,-0.013044399439102142,0.19581278243626024,-0.24913810710928824,-0.15893894678267878
+4,-1,-0.1245166548051072,-0.057218020841764354,-0.009514134931761776,0.24413022225819456,-0.013044399439102142,0.19581278243626024,-0.24913810710928824,-0.15893894678267878
+5,1,-0.107771403966997,-0.01525813889113716,-0.0016265483674724151,0.21107092132739738,-0.0038738834627325505,0.19581278243626024,-0.23811090701036414,-0.1691110393767702
+5,2,-0.09791606343547028,-0.031787789356535756,0.0007221070011439508,0.1856406898421688,0.0002766451527609078,0.18818371299069164,-0.22843969762961175,-0.11697906483205156
+5,3,-0.09138102931163639,-0.01780116203966002,0.0016587505234050037,0.1856406898421688,0.003148825208946841,0.18818371299069164,-0.21973395407742005,-0.10553546066369869
+5,4,-0.08776007793649176,-0.01780116203966002,0.0029350984246417832,0.24794475698097887,0.0052202998121482404,0.22124301392148887,-0.20420239934010928,-0.15130987733711018
+5,5,-0.0759529571579082,0.034330812505058615,0.00917683720136964,0.2873616157830832,0.011979559515464717,0.2835470810602989,-0.1683708039581033,-0.1678395278025088
+5,6,-0.029341469480090372,0.20471336345609026,0.0409859395304895,0.25048778012950174,0.04404250005569372,0.2835470810602989,-0.0499143702218936,0.06357557871307151
+5,7,0.02740907191036617,0.31533487041683467,0.07081044629772774,0.27973254633751465,0.07339299659987628,0.28481859263456033,0.11006492493623675,0.44630056256576195
+5,8,0.09300815405375089,0.42214184265479476,0.09920716033054489,0.31533487041683467,0.09908875154693898,0.3115203356940504,0.20761702425995204,0.4920749792391734
+5,9,0.10839165244609208,0.42214184265479476,0.0933647814775794,0.30134824309995895,0.0927420863686955,0.31024882411978894,0.23082596715897963,0.4920749792391734
+5,10,0.09361370478356992,0.43739998154593196,0.07263035408453793,0.23141510651558028,0.07315283052927335,0.2352296412383646,0.23680344614885296,0.4920749792391734
+5,11,0.06801681595399764,0.3433081250505861,0.041516895256341786,0.16148196993120162,0.04344368857681919,0.2199715023472274,0.24019217850156854,0.5353063727640621
+5,-1,0.06801681595399764,0.3433081250505861,0.041516895256341786,0.16148196993120162,0.04344368857681919,0.2199715023472274,0.24019217850156854,0.5353063727640621
+6,1,0.04227864357573463,0.2682889421691617,0.014410709021770936,0.010172092594091442,0.017317524442726218,0.04958895139619578,0.2333079890737598,0.5442069537838921
+6,2,0.017223863560506335,0.1767401088223388,-0.008551663080901897,0.02797325463375146,-0.00583305342616082,0.0025430231485228604,0.2004243062900152,0.4742738171995134
+6,3,0.0025936997221365186,0.045774416673411485,-0.02098809990559978,0.0025430231485228604,-0.01934254858187626,0.0025430231485228604,0.16387761020726285,0.35729475236746183
+6,4,-0.012245259081876363,0.045774416673411485,-0.02958533175868836,-0.03051627778227432,-0.027986086619966,-0.03051627778227432,0.12926305528762824,0.21615696762444314
+6,5,-0.030479695054451587,-0.011443604168352871,-0.04286313771992386,-0.03051627778227432,-0.0418415612042566,-0.03051627778227432,0.06817664046128788,0.11443604168352871
+6,6,-0.04533768262075832,-0.025430231485228605,-0.050697935229706476,-0.03051627778227432,-0.049044331023279396,-0.03051627778227432,0.019888928133344117,0.00890058101983001
+6,7,-0.05106533685871419,-0.05848953241602578,-0.04967696975127095,-0.03051627778227432,-0.047341375681659165,-0.02797325463375146,0.0029995981367803206,0.00890058101983001
+6,8,-0.05070249669529644,0.06993313658437866,-0.044131210831579046,0.02797325463375146,-0.03897057891263438,0.031787789356535756,0.03864116863797261,0.16021045835694017
+6,9,-0.034620669384546554,0.22378603707001168,-0.016855964331138208,0.09790639121813012,-0.011320644977799634,0.09154883334682297,0.10200397206341738,0.4437575394172391
+6,10,-0.029657394134492813,0.319149405139619,0.0029496951894506236,0.22378603707001168,0.008969762150610409,0.15766743520841733,0.12186319392758044,0.5492930000809378
+6,11,-0.02708682231810088,0.3000767315256975,0.024835709360460218,0.23777266438688743,0.03255120043150898,0.2708319653176846,0.11646572201696799,0.5276773033184935
+6,-1,-0.02708682231810088,0.3000767315256975,0.024835709360460218,0.23777266438688743,0.03255120043150898,0.2708319653176846,0.11646572201696799,0.5276773033184935
+7,1,-0.025082098137487213,0.23650115281262601,0.040798017994755804,0.3000767315256975,0.04891833172425598,0.3216924282881418,0.09328415791465114,0.4501150972885462
+7,2,-0.00881339549905938,0.18309766669364594,0.05317327784513192,0.227600571792796,0.06055123788441811,0.2581168495750703,0.04025353503496958,0.18182615511938452
+7,3,0.020201541305718416,0.10807848381222157,0.0663806506089976,0.20344185188182884,0.07271267646496322,0.19326975928773737,-0.004124945095070119,0.00890058101983001
+7,4,0.037716530824877775,0.054674997693241495,0.0730491248637097,0.10934999538648299,0.07787179113573016,0.1309656921489273,-0.04300031029967372,0.00890058101983001
+7,5,0.02614799512227037,0.054674997693241495,0.06719078339666891,0.12079359955483586,0.07222376158051866,0.09790639121813012,-0.06270872274529139,-0.052131974544718636
+7,6,0.008786798288775719,0.054674997693241495,0.05911832731411912,0.12079359955483586,0.06451753509757394,0.09790639121813012,-0.07377493173399972,-0.07374767130716295
+7,7,-0.0032147008206690588,0.054674997693241495,0.055737104055232654,0.16529650465398593,0.062194810126305816,0.18436917826790739,-0.06490871715157083,-0.005086046297045721
+7,8,-0.011547795276121306,0.05086046297045721,0.05161948050622006,0.1894552245649531,0.05871223472990179,0.21361394447592028,-0.05917702459006073,-0.005086046297045721
+7,9,0.0023385243662107486,0.16021045835694017,0.0652306245311522,0.23650115281262601,0.07459569026795726,0.24158719910967172,0.010962351568388706,0.15003836576284876
+7,10,0.019718865139685387,0.23904417596114885,0.07406511402501109,0.23904417596114885,0.08529387423815533,0.24158719910967172,0.07323832953085217,0.3077058009712661
+7,11,0.03341989554062391,0.32423545143666466,0.08294737742876533,0.2682889421691617,0.09557984776220284,0.32296393986240324,0.11531924318483261,0.42977091210036333
+7,-1,0.03341989554062391,0.32423545143666466,0.08294737742876533,0.2682889421691617,0.09557984776220284,0.32296393986240324,0.11531924318483261,0.42977091210036333
+8,1,0.04297268177005979,0.3064342893970047,0.08955484415547506,0.2962621968029132,0.10306160521416184,0.31660638199109614,0.13639659595849257,0.4780883519222977
+8,2,0.04295981438894638,0.2988052199514361,0.0872655981430604,0.2746465000404689,0.10080377307603589,0.31660638199109614,0.1342356551925754,0.45265812043706916
+8,3,0.04302052664928916,0.2988052199514361,0.08224680449322966,0.2746465000404689,0.0956124389487101,0.27718952318899176,0.1395618710597512,0.42722788895184055
+8,4,0.03796109101662453,0.27718952318899176,0.07093660605027323,0.18309766669364594,0.08394182059836425,0.24413022225819456,0.13150391777629977,0.4043406806151348
+8,5,0.0294672659595444,0.2492162685552403,0.059877228225403374,0.15766743520841733,0.07254601857279114,0.1729255740995545,0.10874270613742425,0.4043406806151348
+8,6,0.014234499591226104,0.16402499307972448,0.04308465005334635,0.11062150696074444,0.05523580827689055,0.11570755325779014,0.07013824203751359,0.2581168495750703
+8,7,0.006895169542224656,0.14622383104006448,0.03725821335931314,0.11062150696074444,0.04981468999555878,0.11570755325779014,0.05719716986309161,0.2250575486442731
+8,8,-0.009272636203134552,0.07756220602994723,0.02623413761643617,0.08773429862403868,0.03907167424768543,0.11570755325779014,0.009597930045107018,0.13605173844597301
+8,9,-0.01575000820372245,0.08773429862403868,0.023688025172709314,0.08773429862403868,0.03693751589896592,0.11570755325779014,-0.0017120682174330667,0.10807848381222157
+8,10,-0.013928906464481508,0.08773429862403868,0.02992093982569952,0.12715115742614302,0.04279350742838209,0.1767401088223388,0.005650669137496582,0.10426394908943727
+8,11,-0.01338040919812007,0.08773429862403868,0.034428299075849655,0.16021045835694017,0.04717892188169496,0.1767401088223388,0.008442226730686864,0.08264825232699297
+8,-1,-0.01338040919812007,0.08773429862403868,0.034428299075849655,0.16021045835694017,0.04717892188169496,0.1767401088223388,0.008442226730686864,0.08264825232699297
+9,1,-0.017439224082467335,0.05848953241602578,0.033336461791460936,0.16021045835694017,0.04551216952541787,0.1907267361392145,-0.00685654184144685,0.06484709028733295
+9,2,-0.010886164393372744,0.0762906944556858,0.04817385466346609,0.21361394447592028,0.05920146440927755,0.2326866180898417,0.002407585970577473,0.08264825232699297
+9,3,-0.010802546168722693,0.09027732177256154,0.05610017941005283,0.2403156875354103,0.06604651123355376,0.24667324540671745,-0.006197016069180741,0.024158719910967172
+9,4,-0.003784237536432943,0.12333662270335873,0.06827956598526082,0.27210347689194603,0.07743715139710923,0.3000767315256975,0.0015673495670836984,0.04958895139619578
+9,5,0.004153176776614839,0.14113778474301875,0.07900096648733826,0.3077058009712661,0.08720160256838692,0.3000767315256975,0.008153843077411621,0.11443604168352871
+9,6,0.011880897050442261,0.14113778474301875,0.08891325672436882,0.3115203356940504,0.09663729982779207,0.3216924282881418,0.018232728347831677,0.12587964585188158
+9,7,0.018864588632427043,0.25175929170376316,0.10008673562132762,0.3331360324564947,0.10770088508923469,0.36110928709024614,0.0394415213229339,0.12587964585188158
+9,8,0.017324780017746177,0.22378603707001168,0.09879916188163987,0.3331360324564947,0.10620025147369225,0.3356790556050176,0.030777890848419334,0.12206511112909728
+9,9,0.015127569573266053,0.25175929170376316,0.09785902263507074,0.3331360324564947,0.10485864173319698,0.3534802176446776,0.03124828330855371,0.12206511112909728
+9,10,0.010091423472119629,0.25557382642654747,0.09284391767294693,0.3394935903278018,0.09971865382728073,0.3534802176446776,0.031212167305918068,0.13986627316875733
+9,11,0.0034092921453496867,0.2492162685552403,0.08436496814850687,0.3394935903278018,0.09115156971017153,0.3496656829218933,0.018498032168057246,0.12587964585188158
+9,-1,0.0034092921453496867,0.2492162685552403,0.08436496814850687,0.3394935903278018,0.09115156971017153,0.3496656829218933,0.018498032168057246,0.12587964585188158
+10,1,-0.008541728016141666,0.14876685418858734,0.06770472972902518,0.3394935903278018,0.07391533761233865,0.31024882411978894,-0.015219684287798713,0.08264825232699297
+10,2,-0.015346701865970579,0.10426394908943727,0.05751534352997764,0.3077058009712661,0.0631898709345432,0.2962621968029132,-0.03660167450127194,0.03560232407932004
+10,3,-0.01814162166069839,0.10426394908943727,0.05059209547763235,0.2657459190206389,0.05543284442613936,0.2962621968029132,-0.04549484818140441,0.021615696762444313
+10,4,-0.02386387483687627,0.09027732177256154,0.04095052598116742,0.2695604537434232,0.04539766512434335,0.2975337083771747,-0.06596555836877367,-0.05086046297045721
+10,5,-0.025189636288842836,0.06484709028733295,0.03674111581295226,0.23014359494131884,0.041025681960229,0.25430231485228605,-0.07475908679636606,-0.05848953241602578
+10,6,-0.02743857376082336,0.036873835653581474,0.03196565994194901,0.20979940975313596,0.03595130205389933,0.21488545605018167,-0.0913951211275442,-0.08646278704977725
+10,7,-0.03029716249065533,0.04450290509915005,0.025986341964469892,0.16275348150546307,0.029777704262333816,0.21234243290165886,-0.11071151964573782,-0.06993313658437866
+10,8,-0.02718970916228841,0.04450290509915005,0.027399600232473887,0.16275348150546307,0.031060259871378334,0.21234243290165886,-0.11153577579262354,-0.06993313658437866
+10,9,-0.007932554019640572,0.06484709028733295,0.049491686465922294,0.25557382642654747,0.05327470278352326,0.2619313842978546,-0.05921199966951674,-0.05848953241602578
+10,10,0.011349377732858053,0.18691220141643022,0.07107084631582788,0.3051627778227432,0.07478766413510352,0.32550696301092613,0.003388395815550872,0.08646278704977725
+10,11,0.0284284551057205,0.27973254633751465,0.09435264855955751,0.36492382181303046,0.09805133023787814,0.3471226597733704,0.06099236194213519,0.21742847919870456
+10,-1,0.0284284551057205,0.27973254633751465,0.09435264855955751,0.36492382181303046,0.09805133023787814,0.3471226597733704,0.06099236194213519,0.21742847919870456
+11,1,0.04144733007996235,0.3394935903278018,0.11239149284385178,0.36110928709024614,0.11611689949579955,0.4043406806151348,0.10148948159940366,0.3293214977337104
+11,2,0.04592850522494715,0.36492382181303046,0.12219117487472911,0.4081552153379191,0.12542497430671368,0.38653951857547475,0.10933434827760458,0.35093719449615474
+11,3,0.04630297398923006,0.3394935903278018,0.12713509399280185,0.4081552153379191,0.12919878465864926,0.38653951857547475,0.09696533078446228,0.2873616157830832
+11,4,0.04568771852673137,0.36238079866450756,0.13018573440189238,0.38653951857547475,0.13104007761762115,0.4081552153379191,0.07947888901102777,0.27210347689194603
+11,5,0.04867655379810849,0.34076510190206327,0.13595808543551538,0.38653951857547475,0.1357415713558232,0.4081552153379191,0.07747246263363668,0.2250575486442731
+11,6,0.0497699661261337,0.2988052199514361,0.13787744001604052,0.3941685880210433,0.13682113543828517,0.4081552153379191,0.061277467452290936,0.1436808078915416
+11,7,0.049396371622033676,0.24667324540671745,0.13783274049973807,0.3839964954269519,0.13632971582435655,0.3941685880210433,0.036096430628385474,0.12206511112909728
+11,8,0.052340428367997925,0.2250575486442731,0.13949439791044674,0.39925463431808905,0.13788974014128835,0.36492382181303046,0.028865503401886688,0.02924476620801289
+11,9,0.05717704232800095,0.2250575486442731,0.14443030629405273,0.38908254172399764,0.1427139793060454,0.36492382181303046,0.03147355594559947,0.034330812505058615
+11,10,0.05954280085674947,0.19326975928773737,0.1465438764734757,0.36365231023876904,0.14467688165399964,0.36873835653581477,0.027948860989484695,0.034330812505058615
+11,11,0.04821657717926883,0.11952208798057443,0.12943176889178248,0.31406335884257325,0.12644571348983802,0.2949906852286518,-0.0025823156670054005,0.00890058101983001
+11,-1,0.04821657717926883,0.11952208798057443,0.12943176889178248,0.31406335884257325,0.12644571348983802,0.2949906852286518,-0.0025823156670054005,0.00890058101983001
+12,1,0.044193630276020066,0.09154883334682297,0.11956024191971433,0.2657459190206389,0.11614645979000582,0.29244766208012896,-0.007864205912538698,0.00890058101983001
+12,2,0.04751729509382969,0.09154883334682297,0.11916281126645702,0.2657459190206389,0.11593307588911747,0.2492162685552403,0.006819911368383882,0.00890058101983001
+12,3,0.05459103127858012,0.17419708567381592,0.12511559862537816,0.2873616157830832,0.12211611532634473,0.2746465000404689,0.04113928623243881,0.052131974544718636
+12,4,0.07141175963735712,0.27846103476325323,0.14796135162349022,0.37382440283286045,0.1457890338761084,0.32677847458518755,0.11396670738724192,0.1525813889113716
+12,5,0.08377809661171877,0.35220870607041616,0.1679357707198882,0.39544009959530474,0.16668170488017067,0.3763674259813833,0.18151350884485293,0.3712813796843376
+12,6,0.09074201907081396,0.41196975006070335,0.18229475964256636,0.42341335422905624,0.1816953168754205,0.39035405329825906,0.22316952375906596,0.48317439821934344
+12,7,0.09459683537802786,0.48444590979360486,0.19439021426503722,0.4590156783083763,0.19435645513090954,0.4043406806151348,0.2556844306790026,0.564551138972075
+12,8,0.09374892300039295,0.4882604445163891,0.1972118398849079,0.4882604445163891,0.1974575955605626,0.4043406806151348,0.2638919843799209,0.5670941621205978
+12,9,0.09245493819987681,0.4882604445163891,0.19641745556406012,0.4882604445163891,0.1969005465487457,0.4043406806151348,0.2619754237948798,0.5848953241602579
+12,10,0.08950926733307188,0.4882604445163891,0.19041361328233167,0.43358544682314765,0.1908907230693757,0.4043406806151348,0.24902729661356432,0.5607366042492907
+12,11,0.08778802266213231,0.4666447477539449,0.18747042724353763,0.43358544682314765,0.18804094923174053,0.4081552153379191,0.24135764408867194,0.5569220695265065
+12,-1,0.08778802266213231,0.4666447477539449,0.18747042724353763,0.43358544682314765,0.18804094923174053,0.4081552153379191,0.24135764408867194,0.5569220695265065
+13,1,0.08271214292545225,0.41196975006070335,0.17906792714471903,0.4450290509915006,0.1793077296001904,0.4081552153379191,0.2166420096214714,0.48698893294212775
+13,2,0.07423869308635977,0.37255289125859903,0.16486306111037363,0.4132412616349648,0.16423592444268814,0.39035405329825906,0.17531533370881489,0.3700098681100762
+13,3,0.06312784433252669,0.319149405139619,0.14934809699911458,0.36492382181303046,0.14799098292713045,0.32804998615944897,0.12116611090292147,0.22887208336705742
+13,4,0.052206966530441164,0.18309766669364594,0.1312146809144399,0.3038912662484818,0.12932555369945967,0.27846103476325323,0.054690516320208285,0.03560232407932004
+13,5,0.0439158423057106,0.07883371760420867,0.11636413057103373,0.28990463893160606,0.11385913607810691,0.27846103476325323,0.004765310038707549,-0.01780116203966002
+13,6,0.04070330348874874,0.06484709028733295,0.10892626121754675,0.21488545605018167,0.1054793469182051,0.1780116203966002,-0.022315650384602162,-0.01398662731687573
+13,7,0.04144240585886594,0.06484709028733295,0.10796382977904741,0.18182615511938452,0.10364498549013294,0.14495231946580303,-0.02681286101054099,-0.01398662731687573
+13,8,0.04597300074244077,0.06484709028733295,0.11153875988873546,0.15639592363415591,0.10684055245615297,0.14495231946580303,-0.01889331814642379,-0.01398662731687573
+13,9,0.05727263780206915,0.05976104399028721,0.12600852459322628,0.23904417596114885,0.12139695929013812,0.20598487503035168,0.012543955168546443,-0.0012715115742614302
+13,10,0.07284364952791368,0.15639592363415591,0.14450080007783467,0.3038912662484818,0.1403126649263455,0.2746465000404689,0.061981219026440174,0.03560232407932004
+13,11,0.08956866948669628,0.24667324540671745,0.1600978639707183,0.3038912662484818,0.15672601569979344,0.29244766208012896,0.11362924082004858,0.15385290048563305
+13,-1,0.08956866948669628,0.24667324540671745,0.1600978639707183,0.3038912662484818,0.15672601569979344,0.29244766208012896,0.11362924082004858,0.15385290048563305
+14,1,0.10950580884372942,0.3216924282881418,0.1794665661445279,0.3471226597733704,0.17715563266737594,0.3216924282881418,0.1741833010480118,0.31660638199109614
+14,2,0.12626150533435238,0.3471226597733704,0.19620721298092092,0.40052614589235047,0.19499201029022792,0.3789104491299062,0.21989420030406592,0.4094267269121805
+14,3,0.1386840374804874,0.4437575394172391,0.2087955597534838,0.42977091210036333,0.20847713056234785,0.4323139352488863,0.24827904239206888,0.44884358571428484
+14,4,0.1420385191664075,0.45774416673411483,0.21317553667082043,0.42977091210036333,0.21307923728267322,0.45774416673411483,0.25742069957515107,0.5060616065560491
+14,5,0.14211517612208888,0.45774416673411483,0.21300389923350452,0.4437575394172391,0.21281697191265872,0.45774416673411483,0.2604972447347992,0.5060616065560491
+14,6,0.13494988154715934,0.38526800700121333,0.20513654434541323,0.3967116111695662,0.20439706106231165,0.39544009959530474,0.24938220548077647,0.4310424236746248
+14,7,0.12408914043044766,0.3496656829218933,0.19263399571679193,0.3674668449615533,0.19134639916243976,0.3064342893970047,0.22825772992412283,0.4195988195062719
+14,8,0.11220984271074953,0.31024882411978894,0.17726820490162537,0.3216924282881418,0.17517054463088214,0.31024882411978894,0.20049303277644084,0.37255289125859903
+14,9,0.10108684594967667,0.2670174305949003,0.16181353898656112,0.3216924282881418,0.1590477285494337,0.29244766208012896,0.16989292754347696,0.25430231485228605
+14,10,0.09104302126253723,0.2352296412383646,0.1471911351506887,0.27210347689194603,0.14369598929157948,0.2352296412383646,0.13883340347184292,0.19962731715904453
+14,11,0.07229170650541088,0.11952208798057443,0.12226656367638215,0.21361394447592028,0.11825193625759035,0.20598487503035168,0.07969858175952778,0.05976104399028721
+14,-1,0.07229170650541088,0.11952208798057443,0.12226656367638215,0.21361394447592028,0.11825193625759035,0.20598487503035168,0.07969858175952778,0.05976104399028721
+15,1,0.055690910350052344,0.07756220602994723,0.10865704655378045,0.18055464354512307,0.10458180485795358,0.1729255740995545,0.03581687896627589,0.026701743059490034
+15,2,0.044927270626074184,0.05976104399028721,0.1040491616818255,0.18055464354512307,0.1001371351486538,0.20598487503035168,0.010229312137216687,-0.0012715115742614302
+15,3,0.04193364496547623,0.05976104399028721,0.10718834316653156,0.21361394447592028,0.10323243405815946,0.21742847919870456,-0.0014623557029006886,-0.034330812505058615
+15,4,0.048649612879580154,0.11697906483205156,0.12092059409351628,0.26447440744637746,0.11719675275448128,0.24667324540671745,0.0032724560050557128,-0.034330812505058615
+15,5,0.06011901062747007,0.15003836576284876,0.13906563598990893,0.28990463893160606,0.1357214219508585,0.26447440744637746,0.019660350636294645,0.010172092594091442
+15,6,0.07253401262498896,0.21361394447592028,0.15827692194238982,0.32550696301092613,0.15517021282960056,0.3038912662484818,0.042597220998501585,0.01652965046539859
+15,7,0.087037466393433,0.26447440744637746,0.17991163934931576,0.3712813796843376,0.17712139849426756,0.35729475236746183,0.08044321080774504,0.14876685418858734
+15,8,0.09879685447999274,0.31024882411978894,0.19859425106868794,0.4437575394172391,0.1959754310466666,0.37382440283286045,0.11953144786622427,0.2326866180898417
+15,9,0.10315099846024449,0.37382440283286045,0.20887099637740963,0.45774416673411483,0.206242042112462,0.44630056256576195,0.14129807861101695,0.2975337083771747
+15,10,0.1043256190796426,0.37382440283286045,0.2153863454386297,0.47300230562525203,0.2127444574560464,0.46791625932820624,0.15607802158519293,0.31533487041683467
+15,11,0.10432537568948427,0.39544009959530474,0.21693614567752992,0.4946180023876964,0.2140767552839177,0.4653732361796834,0.15195169680245726,0.31533487041683467
+15,-1,0.10432537568948427,0.39544009959530474,0.21693614567752992,0.4946180023876964,0.2140767552839177,0.4653732361796834,0.15195169680245726,0.31533487041683467
+16,1,0.10493333779770932,0.39544009959530474,0.21784225718736244,0.5162336991501406,0.2147676755236717,0.4653732361796834,0.14411444481794217,0.31533487041683467
+16,2,0.10490068273376026,0.39544009959530474,0.21697387363552345,0.4946180023876964,0.21360161130941077,0.46791625932820624,0.1279750893108552,0.2326866180898417
+16,3,0.10357592785738277,0.36365231023876904,0.21388220270046454,0.4653732361796834,0.21006425274083196,0.42849940052610197,0.10766564605305022,0.16021045835694017
+16,4,0.100472327642356,0.31406335884257325,0.20854084205381448,0.4399430046944548,0.20428433195764675,0.4501150972885462,0.08686261343145361,0.12079359955483586
+16,5,0.10154585234349395,0.32550696301092613,0.20631459833191287,0.4399430046944548,0.20175732953887285,0.4068837037636577,0.08165388206841782,0.12079359955483586
+16,6,0.09947929882856234,0.32550696301092613,0.201613451740264,0.42849940052610197,0.19696362000618048,0.4068837037636577,0.07090956366977473,0.06993313658437866
+16,7,0.09664577831846823,0.29244766208012896,0.19601059805622903,0.4068837037636577,0.19117725766742685,0.3789104491299062,0.06265556572345989,0.06993313658437866
+16,8,0.09358892204215906,0.27846103476325323,0.18975578916712058,0.3789104491299062,0.18474368722677256,0.36110928709024614,0.05597538459924006,0.06993313658437866
+16,9,0.09262363380651356,0.2250575486442731,0.18521030996966723,0.3789104491299062,0.18008074696983337,0.36110928709024614,0.05755498139628727,0.06993313658437866
+16,10,0.09227781365212646,0.2250575486442731,0.18170093738745435,0.36873835653581477,0.1765101899290129,0.36110928709024614,0.06251721633881607,0.06993313658437866
+16,11,0.09243808053861151,0.2250575486442731,0.17870962524019762,0.36873835653581477,0.17346292599111976,0.36873835653581477,0.06787925497565614,0.06993313658437866
+16,-1,0.09243808053861151,0.2250575486442731,0.17870962524019762,0.36873835653581477,0.17346292599111976,0.36873835653581477,0.06787925497565614,0.06993313658437866
+17,1,0.09354678812211209,0.2250575486442731,0.17863508936789899,0.354751729218939,0.17341393381013395,0.36873835653581477,0.07225962981130712,0.06993313658437866
+17,2,0.09148019977608751,0.2250575486442731,0.17578774365194885,0.354751729218939,0.1707864030589047,0.36873835653581477,0.06724394716712656,0.06993313658437866
+17,3,0.09227444245069154,0.2250575486442731,0.17830497854292726,0.354751729218939,0.17338763879251987,0.36873835653581477,0.06394988605317632,0.06993313658437866
+17,4,0.09324672315638086,0.2250575486442731,0.18071735042478812,0.354751729218939,0.17590513189132184,0.36873835653581477,0.06147663711706736,0.06993313658437866
+17,5,0.09990236083083995,0.2250575486442731,0.1892538872824085,0.354751729218939,0.1845289229787622,0.36873835653581477,0.07081132575425637,0.06993313658437866
+17,6,0.10699417916440829,0.28863312735734464,0.1989616298024283,0.3789104491299062,0.1944928183928129,0.36110928709024614,0.08427205872842258,0.06993313658437866
+17,7,0.11260234961504509,0.31660638199109614,0.20717803441120927,0.40052614589235047,0.20295165909637386,0.3661953333872919,0.09610971493193687,0.14240929631728017
+17,8,0.11867384077651229,0.33059300930797186,0.21654593418577595,0.4056121921893962,0.21248487257971096,0.4056121921893962,0.1156281195518377,0.15385290048563305
+17,9,0.12128129884784011,0.3560232407932004,0.22277723832198493,0.4450290509915006,0.21878409832080786,0.43867149312019343,0.13198675280901837,0.22632906021853458
+17,10,0.1257058906817539,0.3916255648725205,0.2293435357224335,0.4920749792391734,0.2253341271441091,0.4450290509915006,0.15284183035839213,0.25430231485228605
+17,11,0.12773574295874957,0.3839964954269519,0.2334620120569721,0.4920749792391734,0.22954870931164825,0.4704592824767292,0.16122460907282632,0.2581168495750703
+17,-1,0.12773574295874957,0.3839964954269519,0.2334620120569721,0.4920749792391734,0.22954870931164825,0.4704592824767292,0.16122460907282632,0.2581168495750703
+18,1,0.12925908066846184,0.3839964954269519,0.2356592722903116,0.4920749792391734,0.23182472750758357,0.4704592824767292,0.16367059370522236,0.31660638199109614
+18,2,0.13045270079237747,0.4170557963577491,0.23747336498139457,0.4920749792391734,0.23362513946206978,0.4704592824767292,0.16606561582738405,0.31660638199109614
+18,3,0.12936836226230486,0.3839964954269519,0.2368999295831408,0.4920749792391734,0.23307962718856423,0.4704592824767292,0.16300078646359606,0.2911761505058675
+18,4,0.12544568013630364,0.3839964954269519,0.23287938574090314,0.4704592824767292,0.2292105863727874,0.4704592824767292,0.1510956265395693,0.25430231485228605
+18,5,0.11944584155784566,0.37763893755564476,0.2274102332767611,0.4704592824767292,0.22384152923044565,0.4704592824767292,0.13321756295062248,0.22632906021853458
+18,6,0.11198216364219625,0.34839417134763184,0.22061184568945938,0.44884358571428484,0.21721245955919624,0.4170557963577491,0.11105623185366999,0.15385290048563305
+18,7,0.10246288419478629,0.3089773125455275,0.21118248110656324,0.4170557963577491,0.20767784501270098,0.4170557963577491,0.08461987555516062,0.10807848381222157
+18,8,0.09283503220761452,0.24158719910967172,0.20051989280581023,0.3839964954269519,0.19683211318092225,0.36238079866450756,0.05831121293932519,0.00762906944556858
+18,9,0.08307285998714804,0.24158719910967172,0.1881799736043645,0.3560232407932004,0.18428670748281561,0.36238079866450756,0.03361813978195345,-0.01780116203966002
+18,10,0.07504478336805118,0.1983558055847831,0.17745790704507552,0.3560232407932004,0.17340393796283007,0.3560232407932004,0.016411207682396126,-0.01780116203966002
+18,11,0.06693706557075264,0.13223720372318873,0.16630600023324316,0.33059300930797186,0.1622126313284112,0.32677847458518755,-0.002923082600702405,-0.034330812505058615
+18,-1,0.06693706557075264,0.13223720372318873,0.16630600023324316,0.33059300930797186,0.1622126313284112,0.32677847458518755,-0.002923082600702405,-0.034330812505058615
+19,1,0.06245363758912054,0.11062150696074444,0.15919405593426147,0.32677847458518755,0.1551075122446401,0.32677847458518755,-0.009583082639663688,-0.034330812505058615
+19,2,0.06246201549588514,0.11062150696074444,0.1582706392877446,0.32677847458518755,0.1542093223962039,0.32677847458518755,-0.004248283216849225,-0.034330812505058615
+19,3,0.06310539753110968,0.13223720372318873,0.15855970821077545,0.32677847458518755,0.1545309785726653,0.32677847458518755,0.0025524130571005933,-0.0012715115742614302
+19,4,0.06691043119729442,0.1525813889113716,0.16264550519199433,0.33059300930797186,0.15888145977011078,0.32677847458518755,0.02251703729867671,-0.01780116203966002
+19,5,0.07220629436392761,0.24158719910967172,0.16833359265581638,0.33059300930797186,0.16493531165583536,0.33059300930797186,0.049853473755677474,0.00762906944556858
+19,6,0.07914976828677363,0.2695604537434232,0.17495009975346013,0.3560232407932004,0.17183368247140937,0.33059300930797186,0.07802559603466196,0.08646278704977725
+19,7,0.08806995682540697,0.32677847458518755,0.18344113389018513,0.34839417134763184,0.18056762416935995,0.36238079866450756,0.11172934048904068,0.19326975928773737
+19,8,0.09475422421113297,0.32677847458518755,0.1879817189726013,0.3700098681100762,0.18524900583508982,0.36238079866450756,0.137562515509597,0.25430231485228605
+19,9,0.0991060025244695,0.32677847458518755,0.19009666109484055,0.3839964954269519,0.1875859069806124,0.36238079866450756,0.15550945682680622,0.3089773125455275
+19,10,0.10155443180535319,0.32677847458518755,0.19053448364801312,0.3839964954269519,0.18819151145541532,0.36238079866450756,0.1671111466730337,0.3560232407932004
+19,11,0.10471660918443643,0.31533487041683467,0.19226913663117637,0.3839964954269519,0.19014476611430395,0.36238079866450756,0.18085366482591256,0.3700098681100762
+19,-1,0.10471660918443643,0.31533487041683467,0.19226913663117637,0.3839964954269519,0.19014476611430395,0.36238079866450756,0.18085366482591256,0.3700098681100762
+20,1,0.10603333487292015,0.31533487041683467,0.1919033026689125,0.36238079866450756,0.18993393323894678,0.35093719449615474,0.18801017543385312,0.3941685880210433
+20,2,0.1045848475932841,0.31533487041683467,0.18879642216549858,0.34839417134763184,0.18683891518238568,0.35093719449615474,0.18609606177621124,0.3661953333872919
+20,3,0.10232786873508098,0.31533487041683467,0.18398646663735932,0.3560232407932004,0.18209927490386685,0.3077058009712661,0.17939659823437348,0.3700098681100762
+20,4,0.10108984752223578,0.31533487041683467,0.18083001919500513,0.33059300930797186,0.1789491284376237,0.3077058009712661,0.1754417996292684,0.3560232407932004
+20,5,0.0993234655823263,0.31533487041683467,0.17684279193807587,0.32677847458518755,0.17496630781870914,0.31533487041683467,0.16939066344645654,0.33059300930797186
+20,6,0.09745820738365889,0.31533487041683467,0.17374892549784005,0.3216924282881418,0.1718159308931847,0.31533487041683467,0.16293331717515258,0.33059300930797186
+20,7,0.09372835155367369,0.31533487041683467,0.16904684290110125,0.3216924282881418,0.1671968033467955,0.31533487041683467,0.1522807388065975,0.27591801161473034
+20,8,0.08658233237277528,0.31533487041683467,0.16307370135885627,0.3216924282881418,0.16130996917504886,0.31533487041683467,0.13519905229607093,0.25430231485228605
+20,9,0.0807003584556591,0.28481859263456033,0.15804183270682728,0.3216924282881418,0.15623986614303798,0.31024882411978894,0.1205163781710319,0.22124301392148887
+20,10,0.07372867735837514,0.2670174305949003,0.15112007598305513,0.3216924282881418,0.1491396996884341,0.31024882411978894,0.10207497126612115,0.20979940975313596
+20,11,0.06861371227481762,0.2530308032780246,0.1465616516699476,0.3216924282881418,0.14440370750951118,0.31024882411978894,0.08952682775097458,0.15639592363415591
+20,-1,0.06861371227481762,0.2530308032780246,0.1465616516699476,0.3216924282881418,0.14440370750951118,0.31024882411978894,0.08952682775097458,0.15639592363415591
+21,1,0.06320099160376855,0.2530308032780246,0.14217246858784618,0.3216924282881418,0.13989134758283045,0.31024882411978894,0.07659704137278733,0.15639592363415591
+21,2,0.05720576230128628,0.2530308032780246,0.1377573656489607,0.3216924282881418,0.1354177167407452,0.31024882411978894,0.06214569992692181,0.11443604168352871
+21,3,0.050670961415781125,0.2530308032780246,0.13258787809720343,0.3216924282881418,0.13022291139715458,0.31024882411978894,0.04501059916485558,0.08137674075273153
+21,4,0.04562731422548549,0.2199715023472274,0.12909551441311212,0.3216924282881418,0.12666114326603897,0.31024882411978894,0.03199818070182632,0.05340348611898007
+21,5,0.04183924278811636,0.2199715023472274,0.1269747694360119,0.3216924282881418,0.12452299343853288,0.31024882411978894,0.022831533037387136,0.03560232407932004
+21,6,0.03927416532864109,0.2199715023472274,0.12599344271741303,0.3216924282881418,0.12354917302476459,0.31024882411978894,0.01774805296280045,0.03560232407932004
+21,7,0.03798976549198265,0.2199715023472274,0.1261125237905448,0.3216924282881418,0.12368821450800307,0.31024882411978894,0.016159216508481695,0.03560232407932004
+21,8,0.03997327366634819,0.2530308032780246,0.1298273447993046,0.3216924282881418,0.12756922889420563,0.31024882411978894,0.022499414948668632,0.03560232407932004
+21,9,0.04218478647086713,0.2530308032780246,0.1333610668307563,0.3216924282881418,0.13122728726797295,0.31024882411978894,0.02695753713175076,0.05340348611898007
+21,10,0.045505929515519274,0.2530308032780246,0.1376948808073209,0.3216924282881418,0.13563098684103037,0.31024882411978894,0.03501049016359283,0.05340348611898007
+21,11,0.04860698189249548,0.28481859263456033,0.14185442403484505,0.3216924282881418,0.1398145110011312,0.31660638199109614,0.04500556083009782,0.05976104399028721
+21,-1,0.04860698189249548,0.28481859263456033,0.14185442403484505,0.3216924282881418,0.1398145110011312,0.31660638199109614,0.04500556083009782,0.05976104399028721
+22,1,0.052662519383020336,0.3064342893970047,0.14668782086999532,0.32550696301092613,0.14471609580469785,0.31660638199109614,0.056448296488167626,0.1347802268717116
+22,2,0.05621741838327974,0.3064342893970047,0.15040908812062848,0.35093719449615474,0.14854906473905607,0.31660638199109614,0.06616867729564832,0.1347802268717116
+22,3,0.058403729688989985,0.3064342893970047,0.15228558414293067,0.35093719449615474,0.15050129450859598,0.31660638199109614,0.0718661548893553,0.1347802268717116
+22,4,0.06044574025567521,0.3318645208822333,0.1537972189639162,0.35093719449615474,0.15205799754921162,0.31660638199109614,0.078522844776507,0.18818371299069164
+22,5,0.061823094974915324,0.3318645208822333,0.1547842302115382,0.35093719449615474,0.15309440694928775,0.31660638199109614,0.08134320304811259,0.18818371299069164
+22,6,0.06409704825838007,0.3318645208822333,0.1559774174026942,0.35093719449615474,0.15430483775572665,0.31660638199109614,0.0857785777516044,0.18818371299069164
+22,7,0.06549600109517152,0.3318645208822333,0.15647417609285433,0.32550696301092613,0.1547488795081126,0.31660638199109614,0.0876678572450347,0.18818371299069164
+22,8,0.06720752102349663,0.31024882411978894,0.1569306786315014,0.3216924282881418,0.15523050398877206,0.31024882411978894,0.08947085771616495,0.18818371299069164
+22,9,0.06946635328505996,0.31024882411978894,0.15843740356959812,0.3216924282881418,0.15678945479477932,0.31024882411978894,0.09316452066022157,0.18818371299069164
+22,10,0.07023753295361904,0.31024882411978894,0.15850023087630008,0.3216924282881418,0.15686077692816225,0.31024882411978894,0.09219241844080293,0.18818371299069164
+22,11,0.07086352260065841,0.28990463893160606,0.1588043073024466,0.3216924282881418,0.15713307085484668,0.31533487041683467,0.09140654175012052,0.18818371299069164
+22,-1,0.07086352260065841,0.28990463893160606,0.1588043073024466,0.3216924282881418,0.15713307085484668,0.31533487041683467,0.09140654175012052,0.18818371299069164
+23,1,0.07113331393990188,0.28990463893160606,0.1587913545937854,0.3216924282881418,0.15707684330093358,0.31533487041683467,0.09005878700731414,0.18818371299069164
+23,2,0.07134444226617805,0.27591801161473034,0.15880914125400158,0.3216924282881418,0.1570643075002419,0.31533487041683467,0.08717171535193546,0.1347802268717116
+23,3,0.07080619322607015,0.27591801161473034,0.15763444030178012,0.3216924282881418,0.1559035862798736,0.31533487041683467,0.08168376466268722,0.10680697223796014
+23,4,0.07302372743624203,0.27591801161473034,0.15987109542390426,0.32677847458518755,0.15819870111544626,0.31533487041683467,0.08523148529542274,0.12842266900040444
+23,5,0.07467992888851281,0.27591801161473034,0.16122324333019847,0.32677847458518755,0.15953956036891392,0.31533487041683467,0.0859732160809077,0.12842266900040444
+23,6,0.07552259794282284,0.27591801161473034,0.16226274128664606,0.32677847458518755,0.16053491493645686,0.31533487041683467,0.0845900066235176,0.0928203449210844
+23,7,0.07699760770658882,0.27591801161473034,0.16421709500975026,0.32677847458518755,0.16242851094672983,0.31533487041683467,0.08510010835907408,0.0928203449210844
+23,8,0.07901047595637224,0.27591801161473034,0.16657326680923973,0.32677847458518755,0.16476858186708943,0.31533487041683467,0.08733626809439178,0.0928203449210844
+23,9,0.0814817239816014,0.27591801161473034,0.16957690419509486,0.32677847458518755,0.1677756828368186,0.31533487041683467,0.09242848206643678,0.12842266900040444
+23,10,0.0842360488182699,0.27591801161473034,0.1728623824583957,0.32677847458518755,0.17104026827625773,0.31533487041683467,0.099387536344687,0.12842266900040444
+23,11,0.08732425779887823,0.28990463893160606,0.1748575319417561,0.32677847458518755,0.17313426254537753,0.31533487041683467,0.10774447324159976,0.20979940975313596
+23,-1,0.08732425779887823,0.28990463893160606,0.1748575319417561,0.32677847458518755,0.17313426254537753,0.31533487041683467,0.10774447324159976,0.20979940975313596
+24,1,0.09070762032713817,0.31533487041683467,0.17739310742732595,0.32677847458518755,0.1758999447656669,0.31533487041683467,0.11691952658071572,0.22124301392148887
+24,2,0.09510570780742109,0.31533487041683467,0.18122809915170926,0.33059300930797186,0.179972916063511,0.32677847458518755,0.12880173500764314,0.25430231485228605
+24,3,0.09959523282579953,0.32677847458518755,0.18551335331527727,0.33059300930797186,0.18442991079399237,0.32677847458518755,0.14049341587213668,0.3051627778227432
+24,4,0.10279634256789204,0.32677847458518755,0.18853339068164257,0.3560232407932004,0.18757542497696852,0.33059300930797186,0.14819412392042636,0.3051627778227432
+24,5,0.10497707104685687,0.32677847458518755,0.19041703742636668,0.3560232407932004,0.18958581351344164,0.32296393986240324,0.15311467276502727,0.3051627778227432
+24,6,0.10616072056154759,0.32677847458518755,0.1916109874298339,0.3560232407932004,0.19086570138255737,0.32296393986240324,0.1557656759698111,0.3051627778227432
+24,7,0.10645332819657007,0.32677847458518755,0.1919357890821145,0.3560232407932004,0.19122754570569922,0.32296393986240324,0.15679958876978473,0.3051627778227432
+24,8,0.10619838797506592,0.32677847458518755,0.1918257792350958,0.3560232407932004,0.1911619517160787,0.32296393986240324,0.15655242118320659,0.3051627778227432
+24,9,0.10533034556325953,0.32677847458518755,0.1908683256116271,0.3560232407932004,0.19028141869669318,0.33059300930797186,0.15426011337477982,0.3051627778227432
+24,10,0.10384862569473201,0.32677847458518755,0.18933443138724368,0.33059300930797186,0.18884413169213607,0.32677847458518755,0.15067508166052757,0.3051627778227432
+24,11,0.10261734462546379,0.32677847458518755,0.1880875622495149,0.33059300930797186,0.18763516166510066,0.32677847458518755,0.14935372466547636,0.3051627778227432
+24,-1,0.10261734462546379,0.32677847458518755,0.1880875622495149,0.33059300930797186,0.18763516166510066,0.32677847458518755,0.14935372466547636,0.3051627778227432
+25,1,0.101667978137463,0.31533487041683467,0.18720885376238824,0.33059300930797186,0.18678126492183958,0.32677847458518755,0.14853182101087284,0.3051627778227432
+25,2,0.09945298484566356,0.31533487041683467,0.18515969269245708,0.33059300930797186,0.1847312266390247,0.32677847458518755,0.14463648409598556,0.3051627778227432
+25,3,0.09775133666645922,0.31533487041683467,0.1836027208310061,0.33059300930797186,0.18316085184486688,0.32677847458518755,0.1413958645320916,0.3051627778227432
+25,4,0.0963909000648253,0.31533487041683467,0.1824177392278956,0.33059300930797186,0.18195322502070815,0.32677847458518755,0.13893893311188166,0.3051627778227432
+25,5,0.09493392684016799,0.31533487041683467,0.1814301527746997,0.33059300930797186,0.18095288796653514,0.32677847458518755,0.13602480320727606,0.3051627778227432
+25,6,0.09384917379667035,0.31533487041683467,0.1810899643965419,0.33059300930797186,0.18052287089540775,0.32677847458518755,0.13424071186397096,0.3051627778227432
+25,7,0.0928656182830989,0.31533487041683467,0.18080343289159262,0.33059300930797186,0.18014359817233083,0.32677847458518755,0.13242571704813955,0.3051627778227432
+25,8,0.09164054359968711,0.31533487041683467,0.1798023493157477,0.33059300930797186,0.17908211567543134,0.32677847458518755,0.12958794026219891,0.3051627778227432
+25,9,0.09066500361660008,0.31533487041683467,0.17895540841932667,0.33059300930797186,0.178167030596605,0.31533487041683467,0.1272972623733425,0.27210347689194603
+25,10,0.08925308909061681,0.31533487041683467,0.17775014922637386,0.33059300930797186,0.1768747776614653,0.31533487041683467,0.12406707755025499,0.25430231485228605
+25,11,0.08697833025044574,0.31533487041683467,0.17580749360795908,0.33059300930797186,0.1748609954541308,0.31533487041683467,0.1191474678291302,0.22124301392148887
+25,-1,0.08697833025044574,0.31533487041683467,0.17580749360795908,0.33059300930797186,0.1748609954541308,0.31533487041683467,0.1191474678291302,0.22124301392148887
+26,1,0.0850170433384663,0.31533487041683467,0.17413776369711065,0.32677847458518755,0.17310500153465422,0.31533487041683467,0.113995976245364,0.22124301392148887
+26,2,0.08347572987958334,0.28990463893160606,0.1727399954908112,0.32677847458518755,0.17163147858009623,0.31533487041683467,0.11002271225404926,0.22124301392148887
+26,3,0.08177414382604513,0.28990463893160606,0.17135521352884947,0.32677847458518755,0.1702212573732767,0.31533487041683467,0.10637836515003675,0.20979940975313596
+26,4,0.08025997494105205,0.28990463893160606,0.16983317156049235,0.32677847458518755,0.1686654793976413,0.31533487041683467,0.10320304832611518,0.20979940975313596
+26,5,0.07882229073102211,0.27591801161473034,0.16848201713869693,0.32677847458518755,0.16729457358627695,0.31533487041683467,0.09995303351163297,0.15639592363415591
+26,6,0.07758594044908988,0.27591801161473034,0.16726260298490433,0.32677847458518755,0.16605800829587775,0.31533487041683467,0.09718809499024463,0.15639592363415591
+26,7,0.07680225117657967,0.27591801161473034,0.16655274342780005,0.32677847458518755,0.16532343003713293,0.31533487041683467,0.09545603947855494,0.10680697223796014
+26,8,0.07600384898929288,0.27591801161473034,0.16584098798346955,0.32677847458518755,0.16457601226427904,0.31533487041683467,0.09381802479007793,0.10680697223796014
+26,9,0.07483724427560683,0.27591801161473034,0.16479349355609668,0.32677847458518755,0.16346274301360977,0.31533487041683467,0.09188915633544524,0.10680697223796014
+26,10,0.07344316668001066,0.27591801161473034,0.1634536732507624,0.32677847458518755,0.16207700913436843,0.31533487041683467,0.08942192830349488,0.10680697223796014
+26,11,0.07164550730602882,0.27591801161473034,0.16121556467387754,0.32677847458518755,0.15983510344063126,0.31533487041683467,0.08489744818441874,0.10680697223796014
+26,-1,0.07164550730602882,0.27591801161473034,0.16121556467387754,0.32677847458518755,0.15983510344063126,0.31533487041683467,0.08489744818441874,0.10680697223796014
+27,1,0.07015474495154483,0.27591801161473034,0.1593632305736363,0.32677847458518755,0.1579682620254728,0.31533487041683467,0.08113134393779156,0.0928203449210844
+27,2,0.06912868389214874,0.27591801161473034,0.1581008541624223,0.32677847458518755,0.15669051780461166,0.31533487041683467,0.0788663233313904,0.0928203449210844
+27,3,0.0681723808185779,0.27591801161473034,0.15701388340648387,0.32677847458518755,0.15558841159521927,0.31533487041683467,0.07673281677636117,0.0928203449210844
+27,4,0.06708881467330878,0.27591801161473034,0.15569708290618844,0.32677847458518755,0.15423433776346548,0.31533487041683467,0.0737845329060402,0.0928203449210844
+27,5,0.06647645854578513,0.27591801161473034,0.15490921677187441,0.32677847458518755,0.15339743678427495,0.31533487041683467,0.07179001071300238,0.08646278704977725
+27,6,0.06553120758558514,0.27591801161473034,0.15380067281533866,0.32677847458518755,0.15224847858922386,0.31533487041683467,0.06908040533591644,0.08646278704977725
+27,7,0.06471014413436464,0.27591801161473034,0.15299044945678464,0.32677847458518755,0.15139739855030612,0.31533487041683467,0.06691351288189354,0.08646278704977725
+27,8,0.06447459778928838,0.27591801161473034,0.15289887655750822,0.32677847458518755,0.15125811376738585,0.31533487041683467,0.06636023252876454,0.08646278704977725
+27,9,0.06392642231271158,0.27591801161473034,0.15236770313073397,0.32677847458518755,0.15070813376686645,0.31533487041683467,0.06422294962433327,0.08646278704977725
+27,10,0.06384808978556271,0.27591801161473034,0.1523761516103826,0.32677847458518755,0.15069516784161527,0.31533487041683467,0.06363954818844304,0.08646278704977725
+27,11,0.06420410748132352,0.27591801161473034,0.1521825043292515,0.32677847458518755,0.15052325545412545,0.31533487041683467,0.06279910218275873,0.08646278704977725
+27,-1,0.06420410748132352,0.27591801161473034,0.1521825043292515,0.32677847458518755,0.15052325545412545,0.31533487041683467,0.06279910218275873,0.08646278704977725
+28,1,0.06472082025756636,0.2581168495750703,0.15226005683061805,0.32677847458518755,0.15061841104027937,0.31533487041683467,0.06270872332238465,0.08646278704977725
+28,2,0.06550365945407928,0.27591801161473034,0.15269762502428824,0.32677847458518755,0.15107563899003,0.31533487041683467,0.06381102496319577,0.08646278704977725
+28,3,0.06662617723882705,0.27591801161473034,0.15358110484256332,0.32677847458518755,0.15195839526746657,0.31533487041683467,0.06607811239114633,0.08646278704977725
+28,4,0.0675977224865129,0.27591801161473034,0.15441803514932537,0.32677847458518755,0.15278726539764695,0.31533487041683467,0.06862513434891443,0.08646278704977725
+28,5,0.06854968445553912,0.27591801161473034,0.15539135721401176,0.32677847458518755,0.1537467902826011,0.31533487041683467,0.07131917821332832,0.08646278704977725
+28,6,0.06939478862102827,0.27591801161473034,0.15625650569786845,0.32677847458518755,0.1546061378799442,0.31533487041683467,0.07395422319671602,0.08646278704977725
+28,7,0.0701736393731156,0.27591801161473034,0.15707988870108108,0.32677847458518755,0.1554232114508555,0.31533487041683467,0.0762969716167062,0.0928203449210844
+28,8,0.07096580422217413,0.27591801161473034,0.157931731836665,0.32677847458518755,0.15625913046822582,0.31533487041683467,0.07891499992760129,0.0928203449210844
+28,9,0.07184083903235891,0.27591801161473034,0.15881439498459488,0.32677847458518755,0.157133983518112,0.31533487041683467,0.08177654072144136,0.10680697223796014
+28,10,0.07269062056277677,0.27591801161473034,0.15965725281578233,0.32677847458518755,0.1579694438367524,0.31533487041683467,0.08441342403141949,0.10680697223796014
+28,11,0.07308911492692192,0.27591801161473034,0.1599666410632006,0.32677847458518755,0.15826282616049295,0.31533487041683467,0.08576743406087284,0.10680697223796014
+28,-1,0.07308911492692192,0.27591801161473034,0.1599666410632006,0.32677847458518755,0.15826282616049295,0.31533487041683467,0.08576743406087284,0.10680697223796014
+29,1,0.07347566344782447,0.27591801161473034,0.16027184075574855,0.32677847458518755,0.1585608811162399,0.31533487041683467,0.08706218847890017,0.10680697223796014
+29,2,0.07389367347675048,0.27591801161473034,0.1605940873613874,0.32677847458518755,0.15887210437694524,0.31533487041683467,0.08833279504176203,0.10680697223796014
+29,3,0.07415095219820597,0.27591801161473034,0.16077848865965014,0.32677847458518755,0.15903806857723357,0.31533487041683467,0.0891832320037917,0.10680697223796014
+29,4,0.07434978699052085,0.27591801161473034,0.16094394612838822,0.32677847458518755,0.15918348244564584,0.31533487041683467,0.08996760520157127,0.10680697223796014
+29,5,0.07450182546107857,0.27591801161473034,0.16107388887661744,0.32677847458518755,0.15929326628266877,0.31533487041683467,0.09073625165746932,0.10680697223796014
+29,6,0.0746465700140514,0.27591801161473034,0.16122852437893223,0.32677847458518755,0.15943022673749702,0.31533487041683467,0.0914790514130363,0.10680697223796014
+29,7,0.0747827104581061,0.27591801161473034,0.16139022656048546,0.32677847458518755,0.15957462287143845,0.31533487041683467,0.09210393647028607,0.10680697223796014
+29,8,0.07490679905265832,0.27591801161473034,0.16152314691567876,0.32677847458518755,0.15969461597127688,0.31533487041683467,0.09261723147143236,0.10680697223796014
+29,9,0.07500635227584673,0.27591801161473034,0.16161997510878287,0.32677847458518755,0.15978292661833143,0.31533487041683467,0.09297498280681002,0.10680697223796014
+29,10,0.07506118440847424,0.27591801161473034,0.16168004623634658,0.32677847458518755,0.15983654568255365,0.31533487041683467,0.09319514311120809,0.10680697223796014
+29,11,0.07510091871087354,0.27591801161473034,0.1617207886968038,0.32677847458518755,0.15987358723254264,0.31533487041683467,0.09336833224986742,0.10680697223796014
+29,-1,0.07510091871087354,0.27591801161473034,0.1617207886968038,0.32677847458518755,0.15987358723254264,0.31533487041683467,0.09336833224986742,0.10680697223796014

modules.json

@@ -0,0 +1,20 @@
+[
+  {
+    "idx": 0,
+    "name": "0",
+    "path": "",
+    "type": "sentence_transformers.models.Transformer"
+  },
+  {
+    "idx": 1,
+    "name": "1",
+    "path": "1_Pooling",
+    "type": "sentence_transformers.models.Pooling"
+  },
+  {
+    "idx": 2,
+    "name": "2",
+    "path": "2_Dense",
+    "type": "sentence_transformers.models.Dense"
+  }
+]

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6edd5a7505bb8592657fc12992fb02048c94c5622c7a2c19f7923677b5c9ee89
+size 669506993

sentence_bert_config.json

@@ -0,0 +1,4 @@
+{
+  "max_seq_length": 256,
+  "do_lower_case": false
+}

similarity_evaluation_sts-test_results.csv

@@ -0,0 +1,2 @@
+epoch,steps,cosine_pearson,cosine_spearman,euclidean_pearson,euclidean_spearman,manhattan_pearson,manhattan_spearman,dot_pearson,dot_spearman
+-1,-1,0.7978112798520783,0.5863476961894917,0.8244546072359716,0.6097483026556761,0.8218278037357523,0.6029068753485486,0.7727060076774772,0.5637758612023179

special_tokens_map.json

@@ -0,0 +1 @@
+{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}

tokenizer_config.json

@@ -0,0 +1 @@
+{"do_lower_case": true, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "bert-base-multilingual-uncased", "tokenizer_class": "BertTokenizer"}