Updated model with better training and evaluation. Test and val data included as pickle files. Older Legacy files were removed to avoid confusion.

.gitattributes

@@ -1,40 +1,9 @@
-*.7z filter=lfs diff=lfs merge=lfs -text
-*.arrow filter=lfs diff=lfs merge=lfs -text
-*.bin filter=lfs diff=lfs merge=lfs -text
-*.bz2 filter=lfs diff=lfs merge=lfs -text
-*.ckpt filter=lfs diff=lfs merge=lfs -text
-*.ftz filter=lfs diff=lfs merge=lfs -text
-*.gz filter=lfs diff=lfs merge=lfs -text
-*.h5 filter=lfs diff=lfs merge=lfs -text
-*.joblib filter=lfs diff=lfs merge=lfs -text
-*.lfs.* filter=lfs diff=lfs merge=lfs -text
-*.mlmodel filter=lfs diff=lfs merge=lfs -text
-*.model filter=lfs diff=lfs merge=lfs -text
-*.msgpack filter=lfs diff=lfs merge=lfs -text
-*.npy filter=lfs diff=lfs merge=lfs -text
-*.npz filter=lfs diff=lfs merge=lfs -text
-*.onnx filter=lfs diff=lfs merge=lfs -text
-*.ot filter=lfs diff=lfs merge=lfs -text
-*.parquet filter=lfs diff=lfs merge=lfs -text
-*.pb filter=lfs diff=lfs merge=lfs -text
-*.pickle filter=lfs diff=lfs merge=lfs -text
-*.pkl filter=lfs diff=lfs merge=lfs -text
-*.pt filter=lfs diff=lfs merge=lfs -text
-*.pth filter=lfs diff=lfs merge=lfs -text
-*.rar filter=lfs diff=lfs merge=lfs -text
-*.safetensors filter=lfs diff=lfs merge=lfs -text
-saved_model/**/* filter=lfs diff=lfs merge=lfs -text
-*.tar.* filter=lfs diff=lfs merge=lfs -text
-*.tar filter=lfs diff=lfs merge=lfs -text
-*.tflite filter=lfs diff=lfs merge=lfs -text
-*.tgz filter=lfs diff=lfs merge=lfs -text
-*.wasm filter=lfs diff=lfs merge=lfs -text
-*.xz filter=lfs diff=lfs merge=lfs -text
-*.zip filter=lfs diff=lfs merge=lfs -text
-*.zst 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
+val_data.pickle filter=lfs diff=lfs merge=lfs -text
+linkage_multi_aliases_train.csv filter=lfs diff=lfs merge=lfs -text
 tokenizer.json filter=lfs diff=lfs merge=lfs -text
 model.safetensors filter=lfs diff=lfs merge=lfs -text
+.git/lfs/objects/c8/35/c835b069d7b8cd02b400e6247b83bc1840ab12bb1628d5b2e03c8d728de75558 filter=lfs diff=lfs merge=lfs -text
+.git/lfs/objects/e3/d2/e3d23a8c3194fddc392984009fb03fbfd1ce072746d1ced463d0feb407bd0059 filter=lfs diff=lfs merge=lfs -text
 .git/lfs/objects/bf/e9/bfe950b415bc9506b72a2f73eed59afd4840841deae18772931c069d89d51f23 filter=lfs diff=lfs merge=lfs -text
-.git/lfs/objects/b6/0b/b60b6b43406a48bf3638526314f3d232d97058bc93472ff2de930d43686fa441 filter=lfs diff=lfs merge=lfs -text
+test_data.pickle filter=lfs diff=lfs merge=lfs -text
+sentencepiece.bpe.model filter=lfs diff=lfs merge=lfs -text

Information-Retrieval_evaluation_eval_results.csv

@@ -0,0 +1,2 @@
+epoch,steps,cos_sim-Accuracy@1,cos_sim-Accuracy@3,cos_sim-Accuracy@5,cos_sim-Accuracy@10,cos_sim-Precision@1,cos_sim-Recall@1,cos_sim-Precision@3,cos_sim-Recall@3,cos_sim-Precision@5,cos_sim-Recall@5,cos_sim-Precision@10,cos_sim-Recall@10,cos_sim-MRR@10,cos_sim-NDCG@10,cos_sim-MAP@100
+0,0,0.5841294191478976,0.6356599958161914,0.6537549682727843,0.6768356460497873,0.5841294191478976,0.21864753515077315,0.3924412523533924,0.3292335126018899,0.3050624084791856,0.3703159789792596,0.20323199219022384,0.4136028883099734,0.6142583894771726,0.4801559908551449,0.39577325822245696

Information-Retrieval_evaluation_test_results.csv

@@ -0,0 +1,2 @@
+epoch,steps,cos_sim-Accuracy@1,cos_sim-Accuracy@3,cos_sim-Accuracy@5,cos_sim-Accuracy@10,cos_sim-Precision@1,cos_sim-Recall@1,cos_sim-Precision@3,cos_sim-Recall@3,cos_sim-Precision@5,cos_sim-Recall@5,cos_sim-Precision@10,cos_sim-Recall@10,cos_sim-MRR@10,cos_sim-NDCG@10,cos_sim-MAP@100
+0,0,0.8269356740469016,0.8672867810821433,0.8830079916153544,0.8997772828507795,0.8269356740469016,0.33790638352711344,0.5961286519061967,0.514297215838513,0.48165858771125375,0.580945733817281,0.3425979300406131,0.6543484503814214,0.8507003450972069,0.7596109393644823,0.6960622509001786

README.md

@@ -21,7 +21,7 @@ tags:
 
 ---
 
-# dell-research-harvard/lt-wikidata-comp-multi
+# {MODEL_NAME}
 
 This is a [LinkTransformer](https://linktransformer.github.io/) model. At its core this model this is a sentence transformer model [sentence-transformers](https://www.SBERT.net) model- it just wraps around the class. 
 It is designed for quick and easy record linkage (entity-matching) through the LinkTransformer package. The tasks include clustering, deduplication, linking, aggregation and more.

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "models/linkage_multi_aliases",
+  "_name_or_path": "sentence-transformers/paraphrase-multilingual-mpnet-base-v2",
   "architectures": [
     "XLMRobertaModel"
   ],

eval/Information-Retrieval_evaluation_eval_results.csv

@@ -0,0 +1,211 @@
+epoch,steps,cos_sim-Accuracy@1,cos_sim-Accuracy@3,cos_sim-Accuracy@5,cos_sim-Accuracy@10,cos_sim-Precision@1,cos_sim-Recall@1,cos_sim-Precision@3,cos_sim-Recall@3,cos_sim-Precision@5,cos_sim-Recall@5,cos_sim-Precision@10,cos_sim-Recall@10,cos_sim-MRR@10,cos_sim-NDCG@10,cos_sim-MAP@100
+0,2983,0.6671431559863329,0.7165469632522139,0.7331776026776375,0.7528763684540827,0.6671431559863329,0.2754050077877562,0.4505729493526718,0.4044117820561518,0.3503660832577924,0.4509039187520697,0.23351230737047624,0.49822648696030436,0.695682707920349,0.5707392429493432,0.49062240473399377
+0,5966,0.6859702949585106,0.7342584199149292,0.7497385119587198,0.7699951188898961,0.6859702949585106,0.2883664596187947,0.46190409780814906,0.42138275470383196,0.35758315319712713,0.4676627844854874,0.23745554703298238,0.5159229894203543,0.7136358819147688,0.5889132537892288,0.5088595835617593
+0,-1,0.6859702949585106,0.7342584199149292,0.7497385119587198,0.7699951188898961,0.6859702949585106,0.2883664596187947,0.46190409780814906,0.42138275470383196,0.35758315319712713,0.4676627844854874,0.23745554703298238,0.5159229894203543,0.7136358819147688,0.5889132537892288,0.5088595835617593
+1,2983,0.6849243427933895,0.7349557213583432,0.7508193291960115,0.7710410710550171,0.6849243427933895,0.2880680051133854,0.45957975966343584,0.4212055529973919,0.3549961648420612,0.46784649656335187,0.235841294191479,0.5172782910392724,0.7134814656169532,0.5879087198944263,0.5074817563467109
+1,5966,0.6848197475768775,0.7350603165748553,0.7518304162889617,0.773481626106966,0.6848197475768775,0.28827761201163776,0.4599284103851428,0.42247665018420555,0.35505194895753434,0.46923876912392837,0.23564256328010602,0.5190710610274619,0.7140422952064417,0.5886669707239673,0.5086163824641179
+1,-1,0.6848197475768775,0.7350603165748553,0.7518304162889617,0.773481626106966,0.6848197475768775,0.28827761201163776,0.4599284103851428,0.42247665018420555,0.35505194895753434,0.46923876912392837,0.23564256328010602,0.5190710610274619,0.7140422952064417,0.5886669707239673,0.5086163824641179
+2,2983,0.6816121609371731,0.7363503242451712,0.7541663761243986,0.7772819189735722,0.6816121609371731,0.2878928471097793,0.45991678869441927,0.42429610268914003,0.3555261139390558,0.4718186055132559,0.23627013457917861,0.5222357594829707,0.7133362083182537,0.590058232479605,0.5104423358783523
+2,5966,0.6834948748343909,0.7374311414824629,0.7548636775678126,0.7780489505613276,0.6834948748343909,0.2881562174287638,0.46004462729237844,0.42523585088101806,0.35542849173697794,0.4727574058777456,0.235942402900774,0.5232409466649347,0.7145095010088751,0.5906666748921803,0.5111574395712638
+2,-1,0.6834948748343909,0.7374311414824629,0.7548636775678126,0.7780489505613276,0.6834948748343909,0.2881562174287638,0.46004462729237844,0.42523585088101806,0.35542849173697794,0.4727574058777456,0.235942402900774,0.5232409466649347,0.7145095010088751,0.5906666748921803,0.5111574395712638
+3,2983,0.6882016595774353,0.7417892755038002,0.758524510145736,0.7820235687887874,0.6882016595774353,0.2909481531558908,0.46374032494247264,0.42942868285643576,0.3585384561746042,0.47720099550567624,0.23835506589498637,0.5283865490241253,0.7191988393804878,0.5962273804988656,0.5172408206475138
+3,5966,0.687190572484485,0.7424168468028729,0.7609302001255143,0.7837668223973223,0.687190572484485,0.28947018594372625,0.4649954675406178,0.430286225296165,0.3604281430862562,0.4795289870310507,0.2389129070497176,0.5303828420244227,0.7192507634343982,0.5970097959888833,0.5183499011649644
+3,-1,0.687190572484485,0.7424168468028729,0.7609302001255143,0.7837668223973223,0.687190572484485,0.28947018594372625,0.4649954675406178,0.430286225296165,0.3604281430862562,0.4795289870310507,0.2389129070497176,0.5303828420244227,0.7192507634343982,0.5970097959888833,0.5183499011649644
+4,2983,0.6917578969388467,0.7458684889477721,0.763161564744439,0.7856844013667108,0.6917578969388467,0.29315603532304274,0.4673430490667782,0.4335657330738654,0.36178788090091346,0.4817161874805583,0.2404190781674918,0.5331526569637078,0.7227458762367422,0.6010484916849018,0.5231462840928387
+4,5966,0.6936057457638938,0.7462868698138205,0.7639285963321945,0.7870790042535388,0.6936057457638938,0.29398655897911985,0.46840062292262274,0.4340391897574702,0.36262464263301025,0.48281415928769544,0.24106756850986683,0.5353639957021679,0.7241177891559687,0.6028029110961637,0.5249151549687853
+4,-1,0.6936057457638938,0.7462868698138205,0.7639285963321945,0.7870790042535388,0.6936057457638938,0.29398655897911985,0.46840062292262274,0.4340391897574702,0.36262464263301025,0.48281415928769544,0.24106756850986683,0.5353639957021679,0.7241177891559687,0.6028029110961637,0.5249151549687853
+5,2983,0.6986960463008158,0.7501917578969388,0.768495920786556,0.7907398368314622,0.6986960463008158,0.2965689960591011,0.4721544290263347,0.43740498257852833,0.3666132068893383,0.4879337204788394,0.24398577505055435,0.5411773744155642,0.7289721001944728,0.6087550231499266,0.5312041618307567
+5,5966,0.6952792692280872,0.7476814727006484,0.765950770518095,0.7896241545219999,0.6952792692280872,0.2960167931854006,0.47007414638681627,0.43637854651852226,0.36429816609720383,0.48603850316463054,0.24277944355344813,0.5393419143087426,0.7258877726531678,0.6063766042471499,0.5295860965314577
+5,-1,0.6952792692280872,0.7476814727006484,0.765950770518095,0.7896241545219999,0.6952792692280872,0.2960167931854006,0.47007414638681627,0.43637854651852226,0.36429816609720383,0.48603850316463054,0.24277944355344813,0.5393419143087426,0.7258877726531678,0.6063766042471499,0.5295860965314577
+6,2983,0.6966738721149153,0.7484833693605746,0.7672407781884109,0.7901471306045603,0.6966738721149153,0.29644110891626607,0.4714455058921972,0.437296635307696,0.3653092531901541,0.487202642467101,0.24309671571020153,0.5406065763261548,0.727222468491384,0.607615231777274,0.5308279426241623
+6,5966,0.6970225228366222,0.7490412105153058,0.768391325570044,0.7918206540687539,0.6970225228366222,0.295724660054638,0.4713409106756851,0.43812885987736033,0.3652186040025103,0.4884708099461868,0.2429258768565651,0.5415992908096016,0.7277622960254955,0.6077400199876732,0.5310112279655512
+6,-1,0.6970225228366222,0.7490412105153058,0.768391325570044,0.7918206540687539,0.6970225228366222,0.295724660054638,0.4713409106756851,0.43812885987736033,0.3652186040025103,0.4884708099461868,0.2429258768565651,0.5415992908096016,0.7277622960254955,0.6077400199876732,0.5310112279655512
+7,2983,0.6951049438672338,0.7506101387629872,0.7688794365804337,0.7930409315947284,0.6951049438672338,0.29477705590292036,0.4727936220161309,0.4375428428642647,0.367247751202845,0.4884463457636884,0.24494107802803156,0.543065399499358,0.7272679729447079,0.6089119812711514,0.5319449149464727
+7,5966,0.7017293075796667,0.7529460985984241,0.7716686423540897,0.7956906770797015,0.7017293075796667,0.2976228523315593,0.47500174325360844,0.4403038003264471,0.3687120842340144,0.4914412473044714,0.24565581200753084,0.5459779072865121,0.7317677809101033,0.6124410959318554,0.5353777057397591
+7,-1,0.7017293075796667,0.7529460985984241,0.7716686423540897,0.7956906770797015,0.7017293075796667,0.2976228523315593,0.47500174325360844,0.4403038003264471,0.3687120842340144,0.4914412473044714,0.24565581200753084,0.5459779072865121,0.7317677809101033,0.6124410959318554,0.5353777057397591
+8,2983,0.7010320061362527,0.7530855588871069,0.7707272854054807,0.7940868837598494,0.7010320061362527,0.29758173229358936,0.47493201310926714,0.44028400139784485,0.36880970643609234,0.4909285736283076,0.24538386444459942,0.5448700805737882,0.7310398203397319,0.6118191269794185,0.5351359099926318
+8,5966,0.6991492922390349,0.7527020430932292,0.7715291820654069,0.7954466215745066,0.6991492922390349,0.2966273229295764,0.47376984403691047,0.4406126123694717,0.3677498082421032,0.4917687615228285,0.2450805383167143,0.5470329846455174,0.7301517986503362,0.611697725103323,0.5346400123455236
+8,-1,0.6991492922390349,0.7527020430932292,0.7715291820654069,0.7954466215745066,0.6991492922390349,0.2966273229295764,0.47376984403691047,0.4406126123694717,0.3677498082421032,0.4917687615228285,0.2450805383167143,0.5470329846455174,0.7301517986503362,0.611697725103323,0.5346400123455236
+9,2983,0.702496339167422,0.7538525904748623,0.7741091974060387,0.7982706924203333,0.702496339167422,0.2987742727856635,0.4757339097691931,0.4424951518660083,0.3695488459661112,0.4946011537462282,0.2458092183250819,0.5496929986306125,0.7330417672496358,0.6145781997861761,0.5383088331002089
+9,5966,0.7033679659716896,0.7558398995885921,0.7743881179834042,0.7978523115542849,0.7033679659716896,0.2987678147295524,0.4773609464704925,0.4436027087030442,0.37046928387141764,0.49487009739793525,0.24652046579736422,0.5499209693466752,0.7341816752501189,0.6155808374305274,0.5392034610249762
+9,-1,0.7033679659716896,0.7558398995885921,0.7743881179834042,0.7978523115542849,0.7033679659716896,0.2987678147295524,0.4773609464704925,0.4436027087030442,0.37046928387141764,0.49487009739793525,0.24652046579736422,0.5499209693466752,0.7341816752501189,0.6155808374305274,0.5392034610249762
+10,2983,0.7050066243637124,0.7547242172791297,0.7746321734885991,0.7988982637194059,0.7050066243637124,0.29977270169483616,0.47657067150129,0.4426160552389177,0.3699323617599889,0.4951113601548251,0.24604281430862565,0.5499578817735986,0.7347949684720163,0.6154550545814282,0.5393358683282166
+10,5966,0.7047625688585175,0.7575482881249564,0.7753294749320131,0.8006066522557702,0.7047625688585175,0.29895581924298154,0.4783836552541664,0.4433364668192037,0.37096436789624154,0.49546241296813814,0.24727703786346836,0.5513273606292859,0.735648000571127,0.6166691429158191,0.540055456763501
+10,-1,0.7047625688585175,0.7575482881249564,0.7753294749320131,0.8006066522557702,0.7047625688585175,0.29895581924298154,0.4783836552541664,0.4433364668192037,0.37096436789624154,0.49546241296813814,0.24727703786346836,0.5513273606292859,0.735648000571127,0.6166691429158191,0.540055456763501
+11,2983,0.7072031239104665,0.7597447876717105,0.7778397601283035,0.8019663900704275,0.7072031239104665,0.3014425716639151,0.47965041954303506,0.44596613330379514,0.37240080886967436,0.49828396047126505,0.24837180112962834,0.5543132355098473,0.7378137718141917,0.6199491604324482,0.5442298927483357
+11,5966,0.7077958301373684,0.7602328986821003,0.7787811170769123,0.8016874694930618,0.7077958301373684,0.30105760760147904,0.4814634032959115,0.44721068908848693,0.374025521232829,0.49898533417409785,0.24896102084931318,0.5541295791039899,0.738245462283188,0.6205111180888735,0.5443763790274967
+11,-1,0.7077958301373684,0.7602328986821003,0.7787811170769123,0.8016874694930618,0.7077958301373684,0.30105760760147904,0.4814634032959115,0.44721068908848693,0.374025521232829,0.49898533417409785,0.24896102084931318,0.5541295791039899,0.738245462283188,0.6205111180888735,0.5443763790274967
+12,2983,0.7067847430444181,0.7586988355065895,0.7779094902726449,0.8020709852869395,0.7067847430444181,0.300423257566294,0.4794063640378402,0.44579181650470867,0.37237291681193785,0.4985287463436974,0.24809636705947982,0.5544865421120773,0.7373871727525606,0.6193785292309674,0.5431846458577102
+12,5966,0.7066452827557353,0.7593961369500035,0.7782930060665225,0.8023847709364759,0.7066452827557353,0.3013685034233532,0.48061501987309113,0.4463125277162226,0.37388606094414617,0.4990649579051808,0.2488668851544523,0.5551356374108798,0.7374947010624463,0.6206433488488302,0.544973480897162
+12,-1,0.7066452827557353,0.7593961369500035,0.7782930060665225,0.8023847709364759,0.7066452827557353,0.3013685034233532,0.48061501987309113,0.4463125277162226,0.37388606094414617,0.4990649579051808,0.2488668851544523,0.5551356374108798,0.7374947010624463,0.6206433488488302,0.544973480897162
+13,2983,0.7067150129000767,0.758175859424029,0.7777351649117914,0.8014085489156962,0.7067150129000767,0.30017244111903124,0.47983636659461215,0.4460285713235878,0.37338400390488813,0.49831104525174313,0.24971759291541734,0.5556686836808821,0.7369774943192103,0.6205149738004136,0.5443446402212067
+13,5966,0.7084582665086117,0.7593961369500035,0.7786067917160588,0.8028380168746949,0.7084582665086117,0.3009801941093777,0.4813355646979523,0.44741551087031334,0.37417195453594587,0.4998575206345093,0.24988145875461965,0.5568444498590481,0.7387998446013962,0.6220486252581988,0.5456744744747376
+13,-1,0.7084582665086117,0.7593961369500035,0.7786067917160588,0.8028380168746949,0.7084582665086117,0.3009801941093777,0.4813355646979523,0.44741551087031334,0.37417195453594587,0.4998575206345093,0.24988145875461965,0.5568444498590481,0.7387998446013962,0.6220486252581988,0.5456744744747376
+14,2983,0.7101317899728052,0.7608256049090022,0.7799665295307161,0.8042674848336936,0.7101317899728052,0.3021955712840745,0.48137042977012295,0.44838386559891585,0.3736489784533854,0.5009909774442373,0.2494351858308347,0.5575533908218439,0.7401324928083879,0.6226111275718436,0.5465753095500423
+14,5966,0.7060525765288335,0.7591172163726378,0.7790251725821072,0.8040234293284987,0.7060525765288335,0.3006352812222548,0.47953420263579943,0.44713144792324366,0.37301443413987867,0.500287580087698,0.24882853357506451,0.5569085941530247,0.7373182450582957,0.6207455282029624,0.5451372216748804
+14,-1,0.7060525765288335,0.7591172163726378,0.7790251725821072,0.8040234293284987,0.7060525765288335,0.3006352812222548,0.47953420263579943,0.44713144792324366,0.37301443413987867,0.500287580087698,0.24882853357506451,0.5569085941530247,0.7373182450582957,0.6207455282029624,0.5451372216748804
+15,2983,0.7095390837459034,0.762464263301025,0.7825465448713479,0.8075099365455687,0.7095390837459034,0.30187960870564645,0.4823350301001789,0.4488681873054665,0.3756641796248519,0.5026983045893443,0.25111219580224536,0.5604606132530401,0.7408773601716936,0.6246504296590417,0.5486556190524144
+15,5966,0.711665853148316,0.7621504776514887,0.7823373544383236,0.8070566906073495,0.711665853148316,0.30379159813668477,0.4833926039560235,0.45016195726937,0.37605466843316365,0.5036656709526485,0.2511784394393697,0.5607173291359718,0.7420178215860209,0.6259187952556183,0.5507399105709528
+15,-1,0.711665853148316,0.7621504776514887,0.7823373544383236,0.8070566906073495,0.711665853148316,0.30379159813668477,0.4833926039560235,0.45016195726937,0.37605466843316365,0.5036656709526485,0.2511784394393697,0.5607173291359718,0.7420178215860209,0.6259187952556183,0.5507399105709528
+16,2983,0.712014503870023,0.7634056202496339,0.7821978941496409,0.8066383097413011,0.712014503870023,0.3031727783279365,0.4843339609046323,0.45002049254781035,0.3769960253817726,0.5033575403134362,0.2523359598354369,0.5607839486560294,0.7423118088552879,0.6264767323490738,0.5510377541215488
+16,5966,0.7084582665086117,0.7624293982288544,0.7823722195104944,0.8060456035143992,0.7084582665086117,0.302451546501594,0.48242800362596744,0.4498693150885214,0.37629175092392453,0.5040645185133276,0.25181647026009346,0.5608068177503416,0.7399538923255915,0.6253974006179265,0.5501228194142419
+16,-1,0.7084582665086117,0.7624293982288544,0.7823722195104944,0.8060456035143992,0.7084582665086117,0.302451546501594,0.48242800362596744,0.4498693150885214,0.37629175092392453,0.5040645185133276,0.25181647026009346,0.5608068177503416,0.7399538923255915,0.6253974006179265,0.5501228194142419
+17,2983,0.7119099086535109,0.7632312948887804,0.7821978941496409,0.8071264207516909,0.7119099086535109,0.3043924427046863,0.4838690932756898,0.45115564348692244,0.37640331915487063,0.5040330058654371,0.2522522836622272,0.562243480408394,0.7423326310511683,0.6273823563591086,0.5524512666614284
+17,5966,0.7100620598284638,0.7640331915487065,0.7817795132835925,0.8056272226483508,0.7100620598284638,0.30297354510447183,0.48447342119331516,0.45087694113955673,0.3763335890105293,0.503252032414407,0.2522313646189248,0.5601998688352023,0.7410593088082469,0.6260689947286232,0.5509466634365926
+17,-1,0.7100620598284638,0.7640331915487065,0.7817795132835925,0.8056272226483508,0.7100620598284638,0.30297354510447183,0.48447342119331516,0.45087694113955673,0.3763335890105293,0.503252032414407,0.2522313646189248,0.5601998688352023,0.7410593088082469,0.6260689947286232,0.5509466634365926
+18,2983,0.7084582665086117,0.7630569695279269,0.7824070845826651,0.806882365246496,0.7084582665086117,0.30346393575393626,0.48205610952281336,0.4505055577844653,0.3742416846802873,0.503026353469718,0.25156195523324737,0.5614486247954711,0.7403326625957573,0.6256839847395224,0.5502890220911898
+18,5966,0.7102363851893173,0.7649396834251447,0.7847081793459313,0.8088348092880552,0.7102363851893173,0.3042494458177781,0.4841247704716082,0.4523424715245942,0.3762987239383586,0.5055721321666713,0.25277874625200475,0.5643378971726605,0.7421791970629226,0.6283864811070464,0.5534874713584633
+18,-1,0.7102363851893173,0.7649396834251447,0.7847081793459313,0.8088348092880552,0.7102363851893173,0.3042494458177781,0.4841247704716082,0.4523424715245942,0.3762987239383586,0.5055721321666713,0.25277874625200475,0.5643378971726605,0.7421791970629226,0.6283864811070464,0.5534874713584633
+19,2983,0.7080398856425633,0.7629872393835855,0.7833484415312739,0.8080677777002998,0.7080398856425633,0.30342463788355334,0.4822769216465611,0.4510240999786826,0.3756502335959836,0.5042576951430902,0.25171187504358133,0.5629133958152064,0.7403564317203558,0.6264582848878918,0.5511133330338034
+19,5966,0.7130255909629732,0.7644515724147549,0.7841503381912001,0.8087650791437139,0.7130255909629732,0.3044298033017916,0.48482207191502225,0.4521020412675839,0.37758175859424026,0.5055549329396918,0.2536224809985356,0.5640744631450002,0.7436186126357681,0.6290720608646656,0.5537841878442332
+19,-1,0.7130255909629732,0.7644515724147549,0.7841503381912001,0.8087650791437139,0.7130255909629732,0.3044298033017916,0.48482207191502225,0.4521020412675839,0.37758175859424026,0.5055549329396918,0.2536224809985356,0.5640744631450002,0.7436186126357681,0.6290720608646656,0.5537841878442332
+20,2983,0.70887664737466,0.7636496757548288,0.7819189735722752,0.8065685795969597,0.70887664737466,0.3022063332733403,0.4827185458940566,0.4500778177952547,0.3752318527299352,0.5021821394497797,0.2518548218394812,0.5614582279339213,0.7407113360184997,0.6255016046230676,0.5492750300537765
+20,5966,0.7067498779722474,0.7643121121260721,0.7830695209539084,0.8080329126281292,0.7067498779722474,0.3030771357416887,0.4825790856053739,0.45173120107980025,0.375322501917579,0.5043032295299267,0.25242312251586363,0.5637451171923753,0.7398604760687267,0.6269305112924608,0.5516081472032367
+20,-1,0.7067498779722474,0.7643121121260721,0.7830695209539084,0.8080329126281292,0.7067498779722474,0.3030771357416887,0.4825790856053739,0.45173120107980025,0.375322501917579,0.5043032295299267,0.25242312251586363,0.5637451171923753,0.7398604760687267,0.6269305112924608,0.5516081472032367
+21,2983,0.7086325918694651,0.7633010250331218,0.7827208702322014,0.8073356111847152,0.7086325918694651,0.30315739282780374,0.4834971991725356,0.4510947032447443,0.37581061292796875,0.5040191908867695,0.25211630988076145,0.5625547202043099,0.7404491977159505,0.6262972234197947,0.5508121632933699
+21,5966,0.7105501708388536,0.7644864374869256,0.7845687190572485,0.8098807614531762,0.7105501708388536,0.3048439752903446,0.4837761197499012,0.4527062274502661,0.3772540269158357,0.5066805109296172,0.2531762080747507,0.5658154125075509,0.7424545342856502,0.6292396507618732,0.5543556287982784
+21,-1,0.7105501708388536,0.7644864374869256,0.7845687190572485,0.8098807614531762,0.7105501708388536,0.3048439752903446,0.4837761197499012,0.4527062274502661,0.3772540269158357,0.5066805109296172,0.2531762080747507,0.5658154125075509,0.7424545342856502,0.6292396507618732,0.5543556287982784
+22,2983,0.7080398856425633,0.7633010250331218,0.7824768147270065,0.8074750714733979,0.7080398856425633,0.3027471903287698,0.48220719150221975,0.4502124400211099,0.37518304162889615,0.5040996371611557,0.25171536155079843,0.5626908090926633,0.7401507277945475,0.6257456088039395,0.5503327554520553
+22,5966,0.7069939334774423,0.7639634614043651,0.7823373544383236,0.8072658810403738,0.7069939334774423,0.3027386896840035,0.4825442205332031,0.4509887750341724,0.37538525904748626,0.5040742689416441,0.25158287427654974,0.5632638703618652,0.739982434644593,0.6262309485760833,0.550925787721339
+22,-1,0.7069939334774423,0.7639634614043651,0.7823373544383236,0.8072658810403738,0.7069939334774423,0.3027386896840035,0.4825442205332031,0.4509887750341724,0.37538525904748626,0.5040742689416441,0.25158287427654974,0.5632638703618652,0.739982434644593,0.6262309485760833,0.550925787721339
+23,2983,0.7113520674987798,0.7649745484973154,0.7831392510982498,0.8079283174116171,0.7113520674987798,0.30484192046257036,0.48381098482207185,0.4524145265075845,0.3763056969527927,0.5058181897949157,0.2523324733282198,0.5641283091613533,0.7426479385887741,0.6282035462749648,0.5529627366879626
+23,5966,0.7107593612718779,0.7627780489505613,0.7817446482114218,0.8058712781535458,0.7107593612718779,0.3036757976403536,0.48360179438904777,0.44978691517904207,0.3758942891011785,0.5030333461790569,0.2521755805034517,0.5617454231709396,0.7414392412474856,0.6265488144822229,0.5509134360315824
+23,-1,0.7107593612718779,0.7627780489505613,0.7817446482114218,0.8058712781535458,0.7107593612718779,0.3036757976403536,0.48360179438904777,0.44978691517904207,0.3758942891011785,0.5030333461790569,0.2521755805034517,0.5617454231709396,0.7414392412474856,0.6265488144822229,0.5509134360315824
+24,2983,0.7089115124468308,0.762464263301025,0.7813262673453734,0.8070915556795203,0.7089115124468308,0.3039669129267829,0.4808706970690095,0.44951423313900385,0.37415103549264345,0.5024763197934865,0.2514852520744718,0.5622531622728743,0.7404357220888504,0.6258548741939625,0.5497303502070056
+24,5966,0.7119099086535109,0.7642423819817307,0.7830695209539084,0.8079980475559584,0.7119099086535109,0.3053640256129155,0.48282314111056873,0.4516852877414188,0.3752946098598424,0.5045407363221819,0.2522557701694442,0.5634839453786715,0.7423818848832806,0.627765590403915,0.5517290740569696
+24,-1,0.7119099086535109,0.7642423819817307,0.7830695209539084,0.8079980475559584,0.7119099086535109,0.3053640256129155,0.48282314111056873,0.4516852877414188,0.3752946098598424,0.5045407363221819,0.2522557701694442,0.5634839453786715,0.7423818848832806,0.627765590403915,0.5517290740569696
+25,2983,0.7104804406945122,0.7636496757548288,0.7829997908095669,0.8082072379889826,0.7104804406945122,0.304338295760973,0.4833577388838528,0.4512225133432146,0.37598493828882223,0.5040039733674321,0.25271947562931457,0.5648375445488294,0.7417076331264689,0.6280390893429917,0.5518689269387803
+25,5966,0.7087023220138066,0.7605466843316365,0.7796178788090091,0.8044766752667178,0.7087023220138066,0.3032191747253326,0.4809055621411803,0.449250555552466,0.3729516770099714,0.5013824233971355,0.2503730562722265,0.5603121357324448,0.7393286453646614,0.6241949880307863,0.5490421039737775
+25,-1,0.7087023220138066,0.7605466843316365,0.7796178788090091,0.8044766752667178,0.7087023220138066,0.3032191747253326,0.4809055621411803,0.449250555552466,0.3729516770099714,0.5013824233971355,0.2503730562722265,0.5603121357324448,0.7393286453646614,0.6241949880307863,0.5490421039737775
+26,2983,0.7118053134369988,0.7633358901052926,0.7815703228505683,0.8063942542361062,0.7118053134369988,0.3043134380461762,0.4830439532343165,0.451389866875544,0.3749947702391745,0.5037446575644495,0.251593333798201,0.5628846454515735,0.741985377699416,0.6268877708069364,0.5509426128455306
+26,5966,0.7112126072100969,0.7623248030123423,0.7825116797991771,0.8059758733700578,0.7112126072100969,0.30539984197349973,0.4802663691513841,0.45011309475954364,0.37298654208214216,0.502303260543552,0.2501882713897218,0.5607004900967063,0.7416314557108452,0.6252413740265096,0.5498961930415615
+26,-1,0.7112126072100969,0.7623248030123423,0.7825116797991771,0.8059758733700578,0.7112126072100969,0.30539984197349973,0.4802663691513841,0.45011309475954364,0.37298654208214216,0.502303260543552,0.2501882713897218,0.5607004900967063,0.7416314557108452,0.6252413740265096,0.5498961930415615
+27,2983,0.7077260999930269,0.7615229063524162,0.7816749180670804,0.8063593891639356,0.7077260999930269,0.3035029710217248,0.4798828533575064,0.4493017629308365,0.37281221672128867,0.50267955747887,0.25033121818562165,0.561979277152764,0.7393959128174,0.6245523764822967,0.5487349075914864
+27,5966,0.7104107105501708,0.7638240011156823,0.7819189735722752,0.8058364130813751,0.7104107105501708,0.3053544281554233,0.48202124445064265,0.4513804651330718,0.37397671013179,0.5034790437179814,0.2512725751342305,0.5623597161579813,0.7412001941375775,0.6266469429232389,0.5514134064345169
+27,-1,0.7104107105501708,0.7638240011156823,0.7819189735722752,0.8058364130813751,0.7104107105501708,0.3053544281554233,0.48202124445064265,0.4513804651330718,0.37397671013179,0.5034790437179814,0.2512725751342305,0.5623597161579813,0.7412001941375775,0.6266469429232389,0.5514134064345169
+28,2983,0.7105501708388536,0.7616275015689282,0.7817097831392511,0.8068475001743254,0.7105501708388536,0.30518312828147204,0.48157962020314715,0.45102323088460494,0.3737047625688586,0.502819707832653,0.25219649954675405,0.5629448301442146,0.7411727448109154,0.627108434876927,0.5516900267701232
+28,5966,0.7086325918694651,0.7617669618576111,0.7815703228505683,0.8070218255351789,0.7086325918694651,0.30542646281376923,0.4807893452339447,0.4511625340918192,0.3732027055296005,0.5029812722334824,0.25157590126211565,0.5630740300132479,0.740061282282015,0.626656648872333,0.5515291239238078
+28,-1,0.7086325918694651,0.7617669618576111,0.7815703228505683,0.8070218255351789,0.7086325918694651,0.30542646281376923,0.4807893452339447,0.4511625340918192,0.3732027055296005,0.5029812722334824,0.25157590126211565,0.5630740300132479,0.740061282282015,0.626656648872333,0.5515291239238078
+29,2983,0.7114915277874625,0.7641726518373892,0.7838016874694931,0.8079283174116171,0.7114915277874625,0.30545210342591894,0.4829626013992515,0.45261734534264564,0.37553169235060324,0.5048532662462608,0.25206749877972245,0.5639122645477541,0.7425513402023087,0.6280689310395837,0.553214110317682
+29,5966,0.7090509727355135,0.7626037235897078,0.7805941008297888,0.8073704762568858,0.7090509727355135,0.305252976455338,0.48033609929572546,0.4508083218083461,0.3727912976779862,0.5035079064043498,0.2503695697650094,0.5634252571029953,0.7402963863182819,0.6258913649995621,0.5500044354200978
+29,-1,0.7090509727355135,0.7626037235897078,0.7805941008297888,0.8073704762568858,0.7090509727355135,0.305252976455338,0.48033609929572546,0.4508083218083461,0.3727912976779862,0.5035079064043498,0.2503695697650094,0.5634252571029953,0.7402963863182819,0.6258913649995621,0.5500044354200978
+30,2983,0.710619900983195,0.7644864374869256,0.7831741161704204,0.8073007461125444,0.710619900983195,0.3047324859141543,0.4818701624712363,0.4512126324982782,0.3743950909978384,0.5043812470013003,0.25181995676731056,0.5643732378388373,0.7418973848982231,0.6274016757272536,0.5518520517683253
+30,5966,0.7117704483648282,0.7629872393835855,0.7823722195104944,0.8070915556795203,0.7117704483648282,0.30573307583623877,0.4829626013992515,0.452397425956711,0.3749389861237013,0.5047563271776333,0.25170141552193015,0.5642777463039665,0.7420502101312377,0.628039622972534,0.5519209018031395
+30,-1,0.7117704483648282,0.7629872393835855,0.7823722195104944,0.8070915556795203,0.7117704483648282,0.30573307583623877,0.4829626013992515,0.452397425956711,0.3749389861237013,0.5047563271776333,0.25170141552193015,0.5642777463039665,0.7420502101312377,0.628039622972534,0.5519209018031395
+31,2983,0.7097831392510983,0.7617320967854403,0.7806289659019594,0.8046161355554006,0.7097831392510983,0.3057575797507282,0.48107988750203373,0.4515996906872139,0.37369081653999026,0.5045642425785593,0.2503835157938777,0.5619915700079396,0.7400910282761294,0.6261212552221873,0.5511748637676674
+31,5966,0.706226901889687,0.7609302001255143,0.7799316644585454,0.80608046858657,0.706226901889687,0.3038372254733913,0.47947609418218157,0.44980472935524407,0.3717662645561677,0.5017970017042536,0.24946307788857125,0.560856536425297,0.73820434363458,0.6237156964247984,0.5486546443559135
+31,-1,0.706226901889687,0.7609302001255143,0.7799316644585454,0.80608046858657,0.706226901889687,0.3038372254733913,0.47947609418218157,0.44980472935524407,0.3717662645561677,0.5017970017042536,0.24946307788857125,0.560856536425297,0.73820434363458,0.6237156964247984,0.5486546443559135
+32,2983,0.7093298933128792,0.7613137159193919,0.7795481486646677,0.8039536991841573,0.7093298933128792,0.3037929034094128,0.4814982683680821,0.4498803071279261,0.3743393068823652,0.5026316687779857,0.25062408479185555,0.5617187213269194,0.7395333669808961,0.6250300069114775,0.5493634610022666
+32,5966,0.7083885363642702,0.7616275015689282,0.7817446482114218,0.8061850638030821,0.7083885363642702,0.3041849388123249,0.48067312832670894,0.44998856715107555,0.3734467610347954,0.5028139211744159,0.25017432536085354,0.5612451712269527,0.7397581498489737,0.6248046052820416,0.5495047760924812
+32,-1,0.7083885363642702,0.7616275015689282,0.7817446482114218,0.8061850638030821,0.7083885363642702,0.3041849388123249,0.48067312832670894,0.44998856715107555,0.3734467610347954,0.5028139211744159,0.25017432536085354,0.5612451712269527,0.7397581498489737,0.6248046052820416,0.5495047760924812
+33,2983,0.7090161076633429,0.7612788508472212,0.7810124816958371,0.8066731748134719,0.7090161076633429,0.30510788953345486,0.48071961508960315,0.4515135044008576,0.3725402691583572,0.5037947747987169,0.24951886200404438,0.5624114093058322,0.739979224844299,0.6253397649102864,0.5502041268475318
+33,5966,0.7101317899728052,0.762011017362806,0.7807684261906422,0.8060456035143992,0.7101317899728052,0.30463482482679477,0.4806731283267089,0.4505989365706128,0.37219859145108436,0.5020889965422026,0.25007321665155846,0.561533938745901,0.7408347611410514,0.625059007091795,0.5490100752824534
+33,-1,0.7101317899728052,0.762011017362806,0.7807684261906422,0.8060456035143992,0.7101317899728052,0.30463482482679477,0.4806731283267089,0.4505989365706128,0.37219859145108436,0.5020889965422026,0.25007321665155846,0.561533938745901,0.7408347611410514,0.625059007091795,0.5490100752824534
+34,2983,0.7105850359110243,0.7616275015689282,0.7807335611184715,0.8059758733700578,0.7105850359110243,0.3044729146386729,0.4814169165330172,0.45025988126846916,0.37341886897705884,0.5026861353479452,0.24984310717523187,0.5614547966393907,0.7408805284659495,0.6251279208401267,0.5491620135573363
+34,5966,0.7092950282407084,0.7608256049090022,0.7802803151802524,0.8059061432257165,0.7092950282407084,0.3052783815574887,0.47963879785231156,0.45022939798239503,0.37219859145108436,0.5029541588653866,0.24954675406178095,0.5616670743522467,0.7398423102592977,0.6248405026796061,0.5490242226382657
+34,-1,0.7092950282407084,0.7608256049090022,0.7802803151802524,0.8059061432257165,0.7092950282407084,0.3052783815574887,0.47963879785231156,0.45022939798239503,0.37219859145108436,0.5029541588653866,0.24954675406178095,0.5616670743522467,0.7398423102592977,0.6248405026796061,0.5490242226382657
+35,2983,0.7076563698486856,0.7587685656509309,0.7778397601283035,0.804337214978035,0.7076563698486856,0.303872218333311,0.47932501220277524,0.4494554097232332,0.3715222090509727,0.5008243560938215,0.24855309950491597,0.5590316097255045,0.7379895913924219,0.6225871089108116,0.5473504909373849
+35,5966,0.7078306952095391,0.7593264068056621,0.7796178788090091,0.8036747786067917,0.7078306952095391,0.3033380694688787,0.47917393022336885,0.4485212879769185,0.37216372637891365,0.500442519615855,0.24924342793389587,0.5584592346664131,0.7384316168649556,0.6226911574886329,0.5472232157659477
+35,-1,0.7078306952095391,0.7593264068056621,0.7796178788090091,0.8036747786067917,0.7078306952095391,0.3033380694688787,0.47917393022336885,0.4485212879769185,0.37216372637891365,0.500442519615855,0.24924342793389587,0.5584592346664131,0.7384316168649556,0.6226911574886329,0.5472232157659477
+36,2983,0.7078306952095391,0.7589080259396137,0.7779094902726449,0.8027334216581828,0.7078306952095391,0.30465284834926065,0.4776514887385817,0.44860534736422475,0.3701833902796179,0.4999500499014179,0.2483996931873649,0.5578543757927221,0.737901017506694,0.6221272882007047,0.5471907914485376
+36,5966,0.7085628617251237,0.757827208702322,0.7778048950561328,0.8015131441322083,0.7085628617251237,0.3038757051621038,0.4785579806150198,0.44738458009072896,0.3715640471375776,0.4996413838556005,0.24874485740185484,0.5570575188703771,0.7378542817075702,0.6218546922510423,0.5463192369126598
+36,-1,0.7085628617251237,0.757827208702322,0.7778048950561328,0.8015131441322083,0.7085628617251237,0.3038757051621038,0.4785579806150198,0.44738458009072896,0.3715640471375776,0.4996413838556005,0.24874485740185484,0.5570575188703771,0.7378542817075702,0.6218546922510423,0.5463192369126598
+37,2983,0.7087371870859772,0.7592566766613207,0.7780838156334984,0.8042674848336936,0.7087371870859772,0.3045867936085064,0.47823257327476,0.44814205303385785,0.3712572345024755,0.5002802806764557,0.24869953280803292,0.5584993403508297,0.7389410204729919,0.6226863006825164,0.5470442835205785
+37,5966,0.7072031239104665,0.7590823513004672,0.7795830137368385,0.804337214978035,0.7072031239104665,0.30424509340970596,0.4789647397903446,0.4490434429292623,0.37168258838295803,0.501197729392483,0.2497175929154173,0.5596895496500446,0.7381842547120441,0.623584040127129,0.547885344095308
+37,-1,0.7072031239104665,0.7590823513004672,0.7795830137368385,0.804337214978035,0.7072031239104665,0.30424509340970596,0.4789647397903446,0.4490434429292623,0.37168258838295803,0.501197729392483,0.2497175929154173,0.5596895496500446,0.7381842547120441,0.623584040127129,0.547885344095308
+38,2983,0.7093298933128792,0.7596401924551984,0.7787811170769123,0.8053483020709853,0.7093298933128792,0.30526487349202197,0.4793133905120517,0.4495435218186102,0.37174534551286526,0.5019538325813864,0.24954326755456382,0.5618940543849418,0.7393228483546476,0.6246965408910392,0.5489614566622283
+38,5966,0.7082839411477582,0.7584896450735653,0.7785370615717174,0.8036050484624503,0.7082839411477582,0.3039765404979455,0.4787090625944262,0.4481488960868242,0.37084582665086113,0.5000590065134891,0.24862631615647446,0.5582534330717205,0.7384964216260854,0.6223326262019592,0.5469393790014866
+38,-1,0.7082839411477582,0.7584896450735653,0.7785370615717174,0.8036050484624503,0.7082839411477582,0.3039765404979455,0.4787090625944262,0.4481488960868242,0.37084582665086113,0.5000590065134891,0.24862631615647446,0.5582534330717205,0.7384964216260854,0.6223326262019592,0.5469393790014866
+39,2983,0.709225298096367,0.7607907398368314,0.7796527438811799,0.8051739767101318,0.709225298096367,0.30536566383819985,0.47926690374915737,0.45022678476943456,0.3715222090509727,0.5016747483674172,0.24885642563280108,0.5597236366968288,0.7396070678695682,0.623870233950449,0.5477732472395579
+39,5966,0.7049717592915418,0.7558050345164214,0.7751551495711596,0.7994561048741371,0.7049717592915418,0.30288605345701414,0.47516444692373844,0.4464278186186665,0.3682309462380588,0.4978033369316203,0.24661460149222508,0.5551110396892799,0.7349139524484706,0.6186503145479881,0.5426960497528398
+39,-1,0.7049717592915418,0.7558050345164214,0.7751551495711596,0.7994561048741371,0.7049717592915418,0.30288605345701414,0.47516444692373844,0.4464278186186665,0.3682309462380588,0.4978033369316203,0.24661460149222508,0.5551110396892799,0.7349139524484706,0.6186503145479881,0.5426960497528398
+40,2983,0.7074471794156614,0.7588034307231016,0.7780838156334984,0.8016874694930618,0.7074471794156614,0.30437698165587884,0.4768612137693791,0.4483196456437218,0.369939334774423,0.49986377824260403,0.2483787741440625,0.5578453088310557,0.7377743549131539,0.6218288593320815,0.5460845883431893
+40,5966,0.7068893382609303,0.757478557980615,0.778014085489157,0.8032912628129141,0.7068893382609303,0.3044871596984186,0.4781047346768007,0.447889661110383,0.37090858378076846,0.500475319718976,0.24854263998326478,0.5588061007982437,0.7371482916668066,0.6223029337976913,0.5462950587324867
+40,-1,0.7068893382609303,0.757478557980615,0.778014085489157,0.8032912628129141,0.7068893382609303,0.3044871596984186,0.4781047346768007,0.447889661110383,0.37090858378076846,0.500475319718976,0.24854263998326478,0.5588061007982437,0.7371482916668066,0.6223029337976913,0.5462950587324867
+41,2983,0.709225298096367,0.7576180182692979,0.7763754270971341,0.8018269297817446,0.709225298096367,0.3049937692291556,0.4784766287799549,0.44795277303617625,0.3697510633847013,0.49903554583777693,0.24762917509239243,0.5566992628589671,0.7380624206542912,0.6214638201821154,0.5459075134727196
+41,5966,0.7110382818492434,0.7599888431769054,0.7789554424377658,0.8036747786067917,0.7110382818492434,0.30593529461997315,0.48025474746066055,0.45000646471035133,0.37238686284080613,0.5013946671166186,0.249947702391744,0.56012399827823,0.7399868342846518,0.6247744769922206,0.5491103067260245
+41,-1,0.7110382818492434,0.7599888431769054,0.7789554424377658,0.8036747786067917,0.7110382818492434,0.30593529461997315,0.48025474746066055,0.45000646471035133,0.37238686284080613,0.5013946671166186,0.249947702391744,0.56012399827823,0.7399868342846518,0.6247744769922206,0.5491103067260245
+42,2983,0.7068196081165888,0.7571647723310787,0.7764800223136462,0.8018269297817446,0.7068196081165888,0.3047978016548603,0.4770820258931269,0.4481065323683134,0.36998814587546197,0.49945474729410916,0.24781047346768006,0.5574371402055752,0.7369067957006401,0.6215402959676177,0.5456817954937317
+42,5966,0.704936894219371,0.7563977407433233,0.7745624433442577,0.8015828742765497,0.704936894219371,0.3039674192091308,0.47604769541872954,0.4471417900055841,0.36830067638240016,0.49756806873516357,0.24673662924482256,0.5557543105218558,0.7355324892665381,0.6195406971859682,0.5437605672728838
+42,-1,0.704936894219371,0.7563977407433233,0.7745624433442577,0.8015828742765497,0.704936894219371,0.3039674192091308,0.47604769541872954,0.4471417900055841,0.36830067638240016,0.49756806873516357,0.24673662924482256,0.5557543105218558,0.7355324892665381,0.6195406971859682,0.5437605672728838
+43,2983,0.7068544731887595,0.7569207168258838,0.775224879715501,0.7995607000906492,0.7068544731887595,0.3039204554211947,0.4763149943053715,0.44635330532765144,0.3684261906422146,0.496759869058581,0.24695976570671502,0.5540780691268161,0.7365971468195879,0.6192742407808915,0.5437083308722522
+43,5966,0.7036468865490552,0.7552471933616902,0.7757827208702323,0.8019315249982567,0.7036468865490552,0.3025809465828558,0.4750714733979499,0.4460229066681511,0.3680705669060735,0.4981039199063828,0.24695279269228088,0.5568528905921942,0.7346017301930428,0.6190258780960453,0.5425155219362002
+43,-1,0.7036468865490552,0.7552471933616902,0.7757827208702323,0.8019315249982567,0.7036468865490552,0.3025809465828558,0.4750714733979499,0.4460229066681511,0.3680705669060735,0.4981039199063828,0.24695279269228088,0.5568528905921942,0.7346017301930428,0.6190258780960453,0.5425155219362002
+44,2983,0.7048671640750296,0.7562234153824698,0.775922181158915,0.8015131441322083,0.7048671640750296,0.3032551425464803,0.47433930688236525,0.4460836106076497,0.36754061780907893,0.49794630204993,0.24580921832508196,0.5554952847737307,0.7351940490302538,0.6182929424587789,0.5421338216327258
+44,5966,0.7042047277037864,0.7568509866815424,0.7759919113032564,0.8017571996374032,0.7042047277037864,0.3043243332673772,0.4758617483671525,0.44771903544418945,0.3686284080608047,0.4982638083016094,0.2464995467540618,0.5557562773384175,0.7352291493033085,0.6195326326551613,0.5440844198658964
+44,-1,0.7042047277037864,0.7568509866815424,0.7759919113032564,0.8017571996374032,0.7042047277037864,0.3043243332673772,0.4758617483671525,0.44771903544418945,0.3686284080608047,0.4982638083016094,0.2464995467540618,0.5557562773384175,0.7352291493033085,0.6195326326551613,0.5440844198658964
+45,2983,0.704483648281152,0.7540966459800572,0.7736559514678195,0.799351509657625,0.704483648281152,0.3037278171776597,0.47432768519164165,0.4458272705757191,0.3680008367617321,0.4967072552602761,0.24678544034586153,0.5539016198043988,0.7340905556607056,0.6185568395258795,0.5424490497419142
+45,5966,0.7044487832089812,0.7543058364130814,0.773830276828673,0.800397461822746,0.7044487832089812,0.3035311872865148,0.4737814657276341,0.44550801006108093,0.3664876926295238,0.49644038459224277,0.24444599400320757,0.552827688696355,0.7344976883903753,0.6168597623987297,0.5399520285012587
+45,-1,0.7044487832089812,0.7543058364130814,0.773830276828673,0.800397461822746,0.7044487832089812,0.3035311872865148,0.4737814657276341,0.44550801006108093,0.3664876926295238,0.49644038459224277,0.24444599400320757,0.552827688696355,0.7344976883903753,0.6168597623987297,0.5399520285012587
+46,2983,0.7080050205703926,0.7572693675475908,0.7771773237570602,0.8018269297817446,0.7080050205703926,0.30496310271908345,0.4764312112126071,0.446707746009875,0.3698277665434767,0.49849458432014226,0.2474618227459731,0.5558262324306196,0.7375375906353535,0.6207101667460988,0.5453127239307403
+46,5966,0.702740394672617,0.7544452967017642,0.7739348720451852,0.7985844780698697,0.702740394672617,0.3032949530508714,0.4722938893150175,0.4449524691967496,0.36609023080677777,0.49569656007978724,0.2444006694093857,0.5520555862143667,0.7333385769295044,0.6160038019182394,0.5402408854169378
+46,-1,0.702740394672617,0.7544452967017642,0.7739348720451852,0.7985844780698697,0.702740394672617,0.3032949530508714,0.4722938893150175,0.4449524691967496,0.36609023080677777,0.49569656007978724,0.2444006694093857,0.5520555862143667,0.7333385769295044,0.6160038019182394,0.5402408854169378
+47,2983,0.7020082281570322,0.7513423052785719,0.7725751342305278,0.7992120493689422,0.7020082281570322,0.3024266179965816,0.47100388164470164,0.4429814100008781,0.3651697929014713,0.49488246293160404,0.24380447667526672,0.5518387052004474,0.7321120181564028,0.6146708341593625,0.5378975026639905
+47,5966,0.7053204100132487,0.7547939474234712,0.7741091974060387,0.7995258350184785,0.7053204100132487,0.30387565885219886,0.47500174325360844,0.44594956340340286,0.36701066871208426,0.49614395394793026,0.24486786137647307,0.5528014536062176,0.7349288669515621,0.617215758321196,0.5406853954977641
+47,-1,0.7053204100132487,0.7547939474234712,0.7741091974060387,0.7995258350184785,0.7053204100132487,0.30387565885219886,0.47500174325360844,0.44594956340340286,0.36701066871208426,0.49614395394793026,0.24486786137647307,0.5528014536062176,0.7349288669515621,0.617215758321196,0.5406853954977641
+48,2983,0.7051460846523953,0.75573530437208,0.7748064988494526,0.7983752876368454,0.7051460846523953,0.30364831985364715,0.474048764614276,0.44508761406253233,0.3668851544522697,0.4947314246006046,0.2445471027125026,0.5502740392562739,0.7348885369176833,0.6158419451453452,0.5392821037974012
+48,5966,0.7045533784254934,0.7532250191757897,0.7724356739418451,0.7967714943169932,0.7045533784254934,0.3032537866091352,0.4743857936452595,0.4437712081542259,0.36675964019245527,0.49423846871116717,0.24527578272087025,0.5513613433914276,0.733606996479181,0.6162836003656395,0.5403011394516128
+48,-1,0.7045533784254934,0.7532250191757897,0.7724356739418451,0.7967714943169932,0.7045533784254934,0.3032537866091352,0.4743857936452595,0.4437712081542259,0.36675964019245527,0.49423846871116717,0.24527578272087025,0.5513613433914276,0.733606996479181,0.6162836003656395,0.5403011394516128
+49,2983,0.702043093229203,0.7545150268461056,0.7732724356739419,0.7977477163377729,0.702043093229203,0.3021860899422367,0.47397903446993467,0.4452705967794536,0.3666062338749041,0.495801868949101,0.24386026079073983,0.5510381389444122,0.7326881773093702,0.6150363635249423,0.5394395501747647
+49,5966,0.7045185133533226,0.7551077330730075,0.7747716337772819,0.8000139460288683,0.7045185133533226,0.3030931503723787,0.47436255026381235,0.444901509105022,0.3665574227738651,0.4951507506500129,0.2442612091207029,0.5502859051476736,0.7346340633968759,0.6155616912663127,0.5385486602074279
+49,-1,0.7045185133533226,0.7551077330730075,0.7747716337772819,0.8000139460288683,0.7045185133533226,0.3030931503723787,0.47436255026381235,0.444901509105022,0.3665574227738651,0.4951507506500129,0.2442612091207029,0.5502859051476736,0.7346340633968759,0.6155616912663127,0.5385486602074279
+50,2983,0.7020779583013737,0.7523533923715222,0.7728540548078935,0.7979917718429678,0.7020779583013737,0.30250156769757947,0.4718173999953513,0.4429107302512771,0.3652116309880762,0.49361400409409056,0.24337214978035007,0.5498612925985671,0.7323091026615907,0.6138094811447948,0.5374901661280233
+50,5966,0.7040304023429329,0.7542361062687399,0.7748064988494526,0.7989679938637473,0.7040304023429329,0.30293710960254133,0.47322362457290285,0.4437315911780697,0.3670036956976501,0.4950102097828912,0.24481556376821703,0.5511067984609103,0.7337619800261884,0.6155283300036626,0.538957518841142
+50,-1,0.7040304023429329,0.7542361062687399,0.7748064988494526,0.7989679938637473,0.7040304023429329,0.30293710960254133,0.47322362457290285,0.4437315911780697,0.3670036956976501,0.4950102097828912,0.24481556376821703,0.5511067984609103,0.7337619800261884,0.6155283300036626,0.538957518841142
+51,2983,0.7059479813123213,0.7546196220626177,0.7734118959626246,0.7987239383585524,0.7059479813123213,0.3028103046163684,0.4748622829649257,0.4446341226079428,0.36706645282755745,0.4950190155682049,0.24470748204448786,0.5520963841919954,0.7348565080914649,0.6162670799986748,0.5397365896950225
+51,5966,0.704483648281152,0.7530506938149362,0.7744927131999163,0.7991074541524301,0.704483648281152,0.30380449911893165,0.47349092345954485,0.44390822235515753,0.366348232340841,0.4942097526391374,0.24542918903842129,0.551189022869633,0.7338745028960171,0.6163545513255684,0.5399389553711746
+51,-1,0.704483648281152,0.7530506938149362,0.7744927131999163,0.7991074541524301,0.704483648281152,0.30380449911893165,0.47349092345954485,0.44390822235515753,0.366348232340841,0.4942097526391374,0.24542918903842129,0.551189022869633,0.7338745028960171,0.6163545513255684,0.5399389553711746
+52,2983,0.7059479813123213,0.7545498919182763,0.773830276828673,0.7987588034307231,0.7059479813123213,0.3035479016759607,0.4743741719545359,0.4453585749149125,0.36740115752039615,0.4951085839466273,0.2450735653022802,0.5520338822924389,0.7350068844682194,0.6168920372856249,0.5404932461611904
+52,5966,0.7068893382609303,0.7555958440833973,0.77417892755038,0.7992120493689422,0.7068893382609303,0.304552420615481,0.47564093624340464,0.44560014119277336,0.36805662087720525,0.4966827213662305,0.24553727076215048,0.553421214276508,0.7356108941728843,0.6180292020388211,0.5421569710897034
+52,-1,0.7068893382609303,0.7555958440833973,0.77417892755038,0.7992120493689422,0.7068893382609303,0.304552420615481,0.47564093624340464,0.44560014119277336,0.36805662087720525,0.4966827213662305,0.24553727076215048,0.553421214276508,0.7356108941728843,0.6180292020388211,0.5421569710897034
+53,2983,0.7046231085698348,0.7532947493201311,0.7737605466843316,0.7981660972038213,0.7046231085698348,0.30393366476985934,0.47449038886177164,0.4458432245614062,0.3670664528275574,0.49622182473403004,0.24495851056411685,0.552095115245456,0.7341023848816196,0.6170033576596662,0.5414341579494031
+53,5966,0.7018339027961787,0.7522139320828394,0.771633777281919,0.7975385259047486,0.7018339027961787,0.3031489981055004,0.47188713013969263,0.4435785372962579,0.3650791437138276,0.4937389831481404,0.24309322920298446,0.5497591814698677,0.7319398234388481,0.613919243248701,0.538587274268006
+53,-1,0.7018339027961787,0.7522139320828394,0.771633777281919,0.7975385259047486,0.7018339027961787,0.3031489981055004,0.47188713013969263,0.4435785372962579,0.3650791437138276,0.4937389831481404,0.24309322920298446,0.5497591814698677,0.7319398234388481,0.613919243248701,0.538587274268006
+54,2983,0.7047277037863469,0.7520396067219859,0.7712153964158706,0.7960741928735793,0.7047277037863469,0.3043416559429843,0.4729563256862608,0.4446240624867226,0.3657276340562025,0.4948457471416586,0.24392999093508122,0.5505253591200037,0.7333317284331871,0.6156121774235667,0.5400286592889426
+54,5966,0.7024266090230806,0.7521093368663273,0.7715989122097483,0.7968760895335053,0.7024266090230806,0.30334439644750777,0.4714106408200264,0.4431071273739973,0.3636217836970923,0.493068239065125,0.2418555191409246,0.5486530843134829,0.7320107434229556,0.6127583848164344,0.5374856163961433
+54,-1,0.7024266090230806,0.7521093368663273,0.7715989122097483,0.7968760895335053,0.7024266090230806,0.30334439644750777,0.4714106408200264,0.4431071273739973,0.3636217836970923,0.493068239065125,0.2418555191409246,0.5486530843134829,0.7320107434229556,0.6127583848164344,0.5374856163961433
+55,2983,0.7005787601980336,0.7486925597935987,0.7688097064360924,0.794017153615508,0.7005787601980336,0.30171459214984125,0.46899332914952463,0.4400907017891006,0.3625688585175371,0.48924280443023077,0.24175789693884667,0.5455032170165622,0.7296550820546719,0.6101297352024314,0.5339435594386388
+55,5966,0.7017293075796667,0.7522836622271808,0.7715640471375775,0.7966668991004812,0.7017293075796667,0.30262773616130745,0.4716314529437743,0.4435928155083243,0.36480022313646193,0.49415181746983744,0.24390209887734468,0.5503584932316709,0.7313374186343301,0.6144166121692265,0.5383454443518403
+55,-1,0.7017293075796667,0.7522836622271808,0.7715640471375775,0.7966668991004812,0.7017293075796667,0.30262773616130745,0.4716314529437743,0.4435928155083243,0.36480022313646193,0.49415181746983744,0.24390209887734468,0.5503584932316709,0.7313374186343301,0.6144166121692265,0.5383454443518403
+56,2983,0.7017641726518374,0.7527717732375706,0.7707970155498222,0.7978174464821142,0.7017641726518374,0.30355581616323185,0.4716895613973921,0.4444078602689465,0.3639355693466286,0.4930763902343984,0.24243427933895823,0.5492837560216803,0.732023748648286,0.6137471907092182,0.5385409079592973
+56,5966,0.7000557841154731,0.7498431071752318,0.7676591590544593,0.7939125583989959,0.7000557841154731,0.3024841032264868,0.4690979243660368,0.4415338836834985,0.36205285544941085,0.49065778751740935,0.24193222229970018,0.5468816416799653,0.7294403989892466,0.6112276051146935,0.5359659859827636
+56,-1,0.7000557841154731,0.7498431071752318,0.7676591590544593,0.7939125583989959,0.7000557841154731,0.3024841032264868,0.4690979243660368,0.4415338836834985,0.36205285544941085,0.49065778751740935,0.24193222229970018,0.5468816416799653,0.7294403989892466,0.6112276051146935,0.5359659859827636
+57,2983,0.6996374032494247,0.7494944564535249,0.7685656509308975,0.7932849870999233,0.6996374032494247,0.3021337441257877,0.4697254956651093,0.4418434231510862,0.3630709155567952,0.4914808002039543,0.24199497942960743,0.5464423456184654,0.7292135961606402,0.6112029058715414,0.5363613807170454
+57,5966,0.7039955372707621,0.7532250191757897,0.7720172930757967,0.7977825814099435,0.7039955372707621,0.3036598326885512,0.47236361945935895,0.4434006395253747,0.36488389930967163,0.4934101408298944,0.2432989331287916,0.5492929984917211,0.7332165491769079,0.6142174093590493,0.5389839986351815
+57,-1,0.7039955372707621,0.7532250191757897,0.7720172930757967,0.7977825814099435,0.7039955372707621,0.3036598326885512,0.47236361945935895,0.4434006395253747,0.36488389930967163,0.4934101408298944,0.2432989331287916,0.5492929984917211,0.7332165491769079,0.6142174093590493,0.5389839986351815
+58,2983,0.7001255142598145,0.7505404086186458,0.76919322222997,0.7944703995537271,0.7001255142598145,0.30192622654885193,0.47066685261371827,0.441577384658738,0.3632312948887804,0.49105725911283016,0.24204030402342935,0.5467127771812562,0.7298673992759119,0.6111992141478297,0.5353792479348146
+58,5966,0.7035422913325431,0.7541315110522279,0.7726099993026986,0.7969458196778467,0.7035422913325431,0.30328805756641514,0.4724565929851474,0.44453849205966417,0.36524649606024684,0.49420461729184534,0.24364409734328152,0.5495161163701668,0.7333656111957839,0.6145223576289052,0.5391399153376756
+58,-1,0.7035422913325431,0.7541315110522279,0.7726099993026986,0.7969458196778467,0.7035422913325431,0.30328805756641514,0.4724565929851474,0.44453849205966417,0.36524649606024684,0.49420461729184534,0.24364409734328152,0.5495161163701668,0.7333656111957839,0.6145223576289052,0.5391399153376756
+59,2983,0.6997419984659369,0.7504706784743045,0.7689491667247751,0.7930409315947284,0.6997419984659369,0.30130226205948635,0.4689933291495246,0.4403434255156003,0.3615786904678894,0.48915027360119234,0.240725890802594,0.5440686983311585,0.7295124258010413,0.6090630766669098,0.533759423823982
+59,5966,0.6988006415173279,0.7479603932780141,0.7668223973223625,0.7918903842130953,0.6988006415173279,0.30068398522007617,0.467668456407038,0.4391534748807394,0.3614252841503382,0.4886969325174056,0.241524300955303,0.5446624923548904,0.7281214754455816,0.6089733698220938,0.5330185875161393
+59,-1,0.6988006415173279,0.7479603932780141,0.7668223973223625,0.7918903842130953,0.6988006415173279,0.30068398522007617,0.467668456407038,0.4391534748807394,0.3614252841503382,0.4886969325174056,0.241524300955303,0.5446624923548904,0.7281214754455816,0.6089733698220938,0.5330185875161393
+60,2983,0.7002301094763266,0.7496687818143783,0.7681124049926783,0.7941217488320201,0.7002301094763266,0.302623263761934,0.46995792947958065,0.4419172011839206,0.3627919949794296,0.4913260425182998,0.24221114287706577,0.5474650668307236,0.7294347680033823,0.6116002284059111,0.5369162701368798
+60,5966,0.7019036329405202,0.7498431071752318,0.7690537619412873,0.7938776933268252,0.7019036329405202,0.3026512535430796,0.4711084768612137,0.4418231222834347,0.36361481068265816,0.49164037100524793,0.24170559933059063,0.5458853804326613,0.7305965358507034,0.6112862819954963,0.5359845019783748
+60,-1,0.7019036329405202,0.7498431071752318,0.7690537619412873,0.7938776933268252,0.7019036329405202,0.3026512535430796,0.4711084768612137,0.4418231222834347,0.36361481068265816,0.49164037100524793,0.24170559933059063,0.5458853804326613,0.7305965358507034,0.6112862819954963,0.5359845019783748
+61,2983,0.6990795620946936,0.7496687818143783,0.7688097064360924,0.7938428282546545,0.6990795620946936,0.30167716979106585,0.46923738465471954,0.4416361734973694,0.3620389094205425,0.4911046033876893,0.24091067568509866,0.5462773816445151,0.729103937207451,0.6101300879507137,0.5341927213395253
+61,5966,0.6981730702182554,0.7481695837110383,0.7674848336936058,0.7916463287079004,0.6981730702182554,0.30056641359485936,0.46795899867512725,0.4400461142757049,0.36162750156892826,0.4894576128514869,0.24062826860051603,0.5436913045218517,0.7278675415032716,0.6083988143612351,0.5319468601031081
+61,-1,0.6981730702182554,0.7481695837110383,0.7674848336936058,0.7916463287079004,0.6981730702182554,0.30056641359485936,0.46795899867512725,0.4400461142757049,0.36162750156892826,0.4894576128514869,0.24062826860051603,0.5436913045218517,0.7278675415032716,0.6083988143612351,0.5319468601031081
+62,2983,0.6992887525277177,0.7490412105153058,0.7683215954257026,0.7923436301513144,0.6992887525277177,0.3020424264976665,0.468179810798875,0.44152365854025893,0.3614392301792065,0.49039941650771535,0.23972177672407785,0.5444554469641923,0.7286002475973563,0.6089112537335796,0.5335341781693044
+62,5966,0.6985217209399623,0.7495990516700369,0.7700648490342376,0.794017153615508,0.6985217209399623,0.3009034762234879,0.4696325221393208,0.4420596670089242,0.3627013457917858,0.4925660545262212,0.24088975664179627,0.5467931202618997,0.7288769406839976,0.6102554901076997,0.5332722766378091
+62,-1,0.6985217209399623,0.7495990516700369,0.7700648490342376,0.794017153615508,0.6985217209399623,0.3009034762234879,0.4696325221393208,0.4420596670089242,0.3627013457917858,0.4925660545262212,0.24088975664179627,0.5467931202618997,0.7288769406839976,0.6102554901076997,0.5332722766378091
+63,2983,0.7029844501778119,0.752144201938498,0.7708667456941636,0.7940868837598494,0.7029844501778119,0.3031820943642098,0.4721660507170583,0.4431616695017527,0.36416567882295514,0.49306683984029137,0.24209957464611953,0.5471983672909944,0.7319347320314827,0.6127600992194817,0.5372624579492732
+63,5966,0.6984868558677917,0.7487274248657695,0.7678334844153127,0.7913325430583641,0.6984868558677917,0.30197003946610435,0.4666108825511936,0.44007261805482606,0.36006554633568094,0.4894749233279062,0.23931385537968067,0.5441065150425208,0.7280379929672183,0.6080293803316762,0.5327809668957921
+63,-1,0.6984868558677917,0.7487274248657695,0.7678334844153127,0.7913325430583641,0.6984868558677917,0.30197003946610435,0.4666108825511936,0.44007261805482606,0.36006554633568094,0.4894749233279062,0.23931385537968067,0.5441065150425208,0.7280379929672183,0.6080293803316762,0.5327809668957921
+64,2983,0.695314134300258,0.7468447109685517,0.7659159054459242,0.7908444320479744,0.695314134300258,0.3004663386084584,0.4657624991283732,0.4388473291339731,0.3589498640262186,0.48884243320913606,0.23872812216721287,0.5425746251784731,0.7256735599895097,0.6061911221938834,0.5308791577108718
+64,5966,0.6974060386305,0.7477512028449899,0.7660553657346071,0.7911582176975106,0.6974060386305,0.3011000271398344,0.46774980824210305,0.44086960866204583,0.3606094414615439,0.4899384120069604,0.23970783069520957,0.5447634441466326,0.7269800593923735,0.6084183791404738,0.5327213974669733
+64,-1,0.6974060386305,0.7477512028449899,0.7660553657346071,0.7911582176975106,0.6974060386305,0.3011000271398344,0.46774980824210305,0.44086960866204583,0.3606094414615439,0.4899384120069604,0.23970783069520957,0.5447634441466326,0.7269800593923735,0.6084183791404738,0.5327213974669733
+65,2983,0.6965344118262324,0.7466355205355275,0.7643469771982428,0.7895892894498292,0.6965344118262324,0.30032812709944334,0.46688980312855904,0.43942575263326017,0.35976570671501296,0.4880457547377787,0.23954396485600726,0.5423218870806276,0.7260762239023871,0.606870928451489,0.5317970978902661
+65,5966,0.6987309113729866,0.7476466076284778,0.7673802384770937,0.7926574158008507,0.6987309113729866,0.30140243622623214,0.46784278176789157,0.4405613404250205,0.36189944913185973,0.49058398879171783,0.2412209748274179,0.5458612323044318,0.7281272309495602,0.6099175602928631,0.5340842512622699
+65,-1,0.6987309113729866,0.7476466076284778,0.7673802384770937,0.7926574158008507,0.6987309113729866,0.30140243622623214,0.46784278176789157,0.4405613404250205,0.36189944913185973,0.49058398879171783,0.2412209748274179,0.5458612323044318,0.7281272309495602,0.6099175602928631,0.5340842512622699
+66,2983,0.6961508960323548,0.7443344257722614,0.7627431838783906,0.7876717104804407,0.6961508960323548,0.2997421302002351,0.46572763405620243,0.4377333254308994,0.35920089254584764,0.48652157093280746,0.23859563489296426,0.5409484558728984,0.7247378755328,0.605203298866508,0.5293308615500568
+66,5966,0.6975106338470121,0.7452060525765288,0.7653231992190224,0.7897636148106827,0.6975106338470121,0.3011252073157172,0.46511168444785345,0.437653020569154,0.3589498640262186,0.48706507069536703,0.2387873927899031,0.5417693784508266,0.7260426455174047,0.60604472174275,0.5302289183929825
+66,-1,0.6975106338470121,0.7452060525765288,0.7653231992190224,0.7897636148106827,0.6975106338470121,0.3011252073157172,0.46511168444785345,0.437653020569154,0.3589498640262186,0.48706507069536703,0.2387873927899031,0.5417693784508266,0.7260426455174047,0.60604472174275,0.5302289183929825
+67,2983,0.6942333170629663,0.7443344257722614,0.7622550728680009,0.7886479325012202,0.6942333170629663,0.3008866728723942,0.4626595077051809,0.4381838543270731,0.3558817376751971,0.48660496895925565,0.23725332961439233,0.5419410101871558,0.7235892235935834,0.6044685745375741,0.52900740770151
+67,5966,0.693222229970016,0.7444738860609441,0.7634056202496339,0.7892755038002929,0.693222229970016,0.30006211677972605,0.46390302861260263,0.43951892610793714,0.35702531204239596,0.4870987470324708,0.23750435813402135,0.5420071764977674,0.7234710697378939,0.6046624774030577,0.5293429977137576
+67,-1,0.693222229970016,0.7444738860609441,0.7634056202496339,0.7892755038002929,0.693222229970016,0.30006211677972605,0.46390302861260263,0.43951892610793714,0.35702531204239596,0.4870987470324708,0.23750435813402135,0.5420071764977674,0.7234710697378939,0.6046624774030577,0.5293429977137576
+68,2983,0.6954535945889408,0.7455547032982358,0.764556167631267,0.7887525277177324,0.6954535945889408,0.30039893178756194,0.46507681937568274,0.43897165824381607,0.35826650861167286,0.4871923703500086,0.23786346837737957,0.5408839723048423,0.7249733669587595,0.6049432077221832,0.5291802544101091
+68,5966,0.6947911582176975,0.7466355205355275,0.7651140087859982,0.7904609162540966,0.6947911582176975,0.3008346549900194,0.4644957348395044,0.43831458726278993,0.3580782372219511,0.4867235655957078,0.23888152848476393,0.5419482618776188,0.7250441624247531,0.6058603274181911,0.5302843956320359
+68,-1,0.6947911582176975,0.7466355205355275,0.7651140087859982,0.7904609162540966,0.6947911582176975,0.3008346549900194,0.4644957348395044,0.43831458726278993,0.3580782372219511,0.4867235655957078,0.23888152848476393,0.5419482618776188,0.7250441624247531,0.6058603274181911,0.5302843956320359
+69,2983,0.6938846663412593,0.7430095530297748,0.7616275015689282,0.7882992817795133,0.6938846663412593,0.2998347213072153,0.46336843083931845,0.4359117923151017,0.35666968830625484,0.4836682399704655,0.23745903354019943,0.5388300963954176,0.7231990529982322,0.6029963452420798,0.5269485034936663
+69,5966,0.6943727773516492,0.7445784812774563,0.7626734537340493,0.7889965832229273,0.6943727773516492,0.3006067533943713,0.46424005764358595,0.4382176313106608,0.3577644515724148,0.486502391021658,0.23829230876507917,0.5409672147525477,0.7239729330823054,0.6049692412482356,0.5291957373363028
+69,-1,0.6943727773516492,0.7445784812774563,0.7626734537340493,0.7889965832229273,0.6943727773516492,0.3006067533943713,0.46424005764358595,0.4382176313106608,0.3577644515724148,0.486502391021658,0.23829230876507917,0.5409672147525477,0.7239729330823054,0.6049692412482356,0.5291957373363028

pytorch_model.bin → linkage_multi_aliases_train.csv

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:bfe950b415bc9506b72a2f73eed59afd4840841deae18772931c069d89d51f23
-size 1112238569
+oid sha256:553bba0283656302fba83d0d0603606c50ac918c48528d3b4ef0f03026140587
+size 25664197

special_tokens_map.json

@@ -1,25 +1,7 @@
 {
-  "bos_token": {
-    "content": "<s>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "cls_token": {
-    "content": "<s>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "eos_token": {
-    "content": "</s>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
+  "bos_token": "<s>",
+  "cls_token": "<s>",
+  "eos_token": "</s>",
   "mask_token": {
     "content": "<mask>",
     "lstrip": true,
@@ -27,25 +9,7 @@
     "rstrip": false,
     "single_word": false
   },
-  "pad_token": {
-    "content": "<pad>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "sep_token": {
-    "content": "</s>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "unk_token": {
-    "content": "<unk>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  }
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
+  "unk_token": "<unk>"
 }

test_data.pickle

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:043de9d43c6359ebe629cb31bd97a3a463d22def7bb5c7e6ef75aa09e7e27a64
+size 4736731

val_data.pickle

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f789fa76be8971dd2c94a65a27f841b15ebdd2644e0b5e50eb704e81ff98e451
+size 22576545