v3

asl-now-weights.h5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bbe7235f15658ff8794fe423968adc1c5b5748ae98bb92f34429b078f19b658d
+size 60448

test_results.json

@@ -0,0 +1 @@
+[2.423410654067993, 0.4178403615951538]

tfjs-model/group1-shard1of1.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1cc1d916b034965ff59ce6a8b22e426d4863ee42ece272836fe9f89d4848a7af
+size 46184

tfjs-model/model.json

@@ -0,0 +1 @@
+{"format": "layers-model", "generatedBy": "keras v2.15.0", "convertedBy": "TensorFlow.js Converter v4.14.0", "modelTopology": {"keras_version": "2.15.0", "backend": "tensorflow", "model_config": {"class_name": "Sequential", "config": {"name": "sequential", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": [null, 21, 3], "dtype": "float32", "sparse": false, "ragged": false, "name": "flatten_input"}}, {"class_name": "Flatten", "config": {"name": "flatten", "trainable": true, "dtype": "float32", "batch_input_shape": [null, 21, 3], "data_format": "channels_last"}}, {"class_name": "Dense", "config": {"name": "dense", "trainable": true, "dtype": "float32", "units": 128, "activation": "relu", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}, {"class_name": "Dense", "config": {"name": "dense_1", "trainable": true, "dtype": "float32", "units": 26, "activation": "linear", "use_bias": true, "kernel_initializer": {"module": "keras.initializers", "class_name": "GlorotUniform", "config": {"seed": null}, "registered_name": null}, "bias_initializer": {"module": "keras.initializers", "class_name": "Zeros", "config": {}, "registered_name": null}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}]}}, "training_config": {"loss": {"class_name": "SparseCategoricalCrossentropy", "config": {"reduction": "auto", "name": "sparse_categorical_crossentropy", "from_logits": true, "ignore_class": null, "fn": "sparse_categorical_crossentropy"}}, "metrics": [[{"class_name": "SparseCategoricalAccuracy", "config": {"name": "sparse_categorical_accuracy", "dtype": "float32"}}]], "weighted_metrics": null, "loss_weights": null, "optimizer_config": {"class_name": "Custom>Adam", "config": {"name": "Adam", "weight_decay": null, "clipnorm": null, "global_clipnorm": null, "clipvalue": null, "use_ema": false, "ema_momentum": 0.99, "ema_overwrite_frequency": null, "jit_compile": false, "is_legacy_optimizer": false, "learning_rate": 0.0010000000474974513, "beta_1": 0.9, "beta_2": 0.999, "epsilon": 1e-07, "amsgrad": false}}}}, "weightsManifest": [{"paths": ["group1-shard1of1.bin"], "weights": [{"name": "dense/kernel", "shape": [63, 128], "dtype": "float32"}, {"name": "dense/bias", "shape": [128], "dtype": "float32"}, {"name": "dense_1/kernel", "shape": [128, 26], "dtype": "float32"}, {"name": "dense_1/bias", "shape": [26], "dtype": "float32"}]}]}

train_val_results.csv

@@ -0,0 +1,501 @@
+,loss,sparse_categorical_accuracy,val_loss,val_sparse_categorical_accuracy
+0,3.2489123344421387,0.06390780210494995,3.218501091003418,0.0845070406794548
+1,3.2062294483184814,0.06966998428106308,3.1866917610168457,0.0845070406794548
+2,3.181715488433838,0.07700366526842117,3.1721560955047607,0.0845070406794548
+3,3.157836675643921,0.07805133610963821,3.1452383995056152,0.09389671683311462
+4,3.1378602981567383,0.07543216645717621,3.1296212673187256,0.08920187503099442
+5,3.112942695617676,0.08957569301128387,3.1045162677764893,0.07511737197637558
+6,3.0887982845306396,0.09586171060800552,3.084193468093872,0.09859155118465424
+7,3.069244623184204,0.09376636892557144,3.068528175354004,0.08920187503099442
+8,3.0494070053100586,0.1178627535700798,3.0510196685791016,0.10798121988773346
+9,3.028665781021118,0.1278156042098999,3.038994789123535,0.09389671683311462
+10,3.0089824199676514,0.13148245215415955,2.992527961730957,0.13615024089813232
+11,2.9870986938476562,0.15191198885440826,2.987699031829834,0.12206573039293289
+12,2.974675416946411,0.1503404974937439,2.9479284286499023,0.15492957830429077
+13,2.953577756881714,0.16238868236541748,2.947628974914551,0.14084507524967194
+14,2.934887409210205,0.1754845529794693,2.9243617057800293,0.15492957830429077
+15,2.924379587173462,0.18177056312561035,2.9070866107940674,0.19718310236930847
+16,2.902963161468506,0.18910424411296844,2.876915693283081,0.20187793672084808
+17,2.8905742168426514,0.19119958579540253,2.8659167289733887,0.18779343366622925
+18,2.8778913021087646,0.19434258341789246,2.8514068126678467,0.21596243977546692
+19,2.8637380599975586,0.2158198058605194,2.84562087059021,0.21596243977546692
+20,2.855846643447876,0.20639078319072723,2.8501944541931152,0.2112676054239273
+21,2.8384592533111572,0.23415400087833405,2.8169665336608887,0.22065727412700653
+22,2.8283605575561523,0.2283918261528015,2.822477102279663,0.21596243977546692
+23,2.817777633666992,0.24201151728630066,2.7961905002593994,0.27699530124664307
+24,2.808720111846924,0.24620220065116882,2.7886693477630615,0.21596243977546692
+25,2.8012807369232178,0.24515452980995178,2.7938790321350098,0.21596243977546692
+26,2.795802116394043,0.24986904859542847,2.753546953201294,0.2582159638404846
+27,2.7855224609375,0.2551073729991913,2.759335994720459,0.2488262951374054
+28,2.771821975708008,0.2551073729991913,2.7460293769836426,0.26760563254356384
+29,2.763798236846924,0.2561550438404083,2.748495578765869,0.2065727710723877
+30,2.7561233043670654,0.2760607600212097,2.7460498809814453,0.27230048179626465
+31,2.7439820766448975,0.27658459544181824,2.7501726150512695,0.23474177718162537
+32,2.744471549987793,0.2634887397289276,2.7484638690948486,0.24413146078586578
+33,2.735910415649414,0.2760607600212097,2.711191415786743,0.27230048179626465
+34,2.7237818241119385,0.2902042865753174,2.7184903621673584,0.26760563254356384
+35,2.718477964401245,0.30225250124931335,2.707240104675293,0.28169015049934387
+36,2.712841272354126,0.29491880536079407,2.690863847732544,0.2910798192024231
+37,2.701584815979004,0.30696699023246765,2.6808841228485107,0.28169015049934387
+38,2.696061372756958,0.30382397770881653,2.689504623413086,0.2910798192024231
+39,2.6934447288513184,0.3127291798591614,2.6615993976593018,0.2957746386528015
+40,2.686899423599243,0.29963332414627075,2.679992914199829,0.28169015049934387
+41,2.6845881938934326,0.3012048304080963,2.6860220432281494,0.26760563254356384
+42,2.6729958057403564,0.31482452154159546,2.6523354053497314,0.2957746386528015
+43,2.67012619972229,0.3179675340652466,2.674140214920044,0.31455397605895996
+44,2.6599841117858887,0.32163435220718384,2.64371395111084,0.30516430735588074
+45,2.6591506004333496,0.32215818762779236,2.6471071243286133,0.3004694879055023
+46,2.6539394855499268,0.3190152049064636,2.640085220336914,0.30516430735588074
+47,2.646334409713745,0.31430068612098694,2.665343999862671,0.2957746386528015
+48,2.6447131633758545,0.3127291798591614,2.619191884994507,0.2910798192024231
+49,2.6369850635528564,0.3305395543575287,2.6202752590179443,0.32863849401474
+50,2.6293303966522217,0.3331587314605713,2.6358232498168945,0.30516430735588074
+51,2.628908634185791,0.3378732204437256,2.6102476119995117,0.2957746386528015
+52,2.6195576190948486,0.315348356962204,2.664987087249756,0.28169015049934387
+53,2.6195316314697266,0.3263488709926605,2.614403009414673,0.2957746386528015
+54,2.6115527153015137,0.34258773922920227,2.611832857131958,0.31455397605895996
+55,2.606652021408081,0.3378732204437256,2.603731870651245,0.30516430735588074
+56,2.605647325515747,0.33001571893692017,2.59238600730896,0.31924882531166077
+57,2.5894508361816406,0.34468308091163635,2.5898654460906982,0.3380281627178192
+58,2.590172052383423,0.3410162329673767,2.5813658237457275,0.31924882531166077
+59,2.5897719860076904,0.3410162329673767,2.5809671878814697,0.3380281627178192
+60,2.582382917404175,0.34468308091163635,2.573040723800659,0.35680750012397766
+61,2.5733771324157715,0.34468308091163635,2.5602333545684814,0.3708920180797577
+62,2.577346086502075,0.3410162329673767,2.569352388381958,0.35680750012397766
+63,2.5711846351623535,0.3462545871734619,2.575714588165283,0.35680750012397766
+64,2.562974452972412,0.3556835949420929,2.5590453147888184,0.3380281627178192
+65,2.5630087852478027,0.3514929413795471,2.5702104568481445,0.3239436745643616
+66,2.5560128688812256,0.3462545871734619,2.5736327171325684,0.34272301197052
+67,2.561160087585449,0.35725510120391846,2.546760082244873,0.3802816867828369
+68,2.554108142852783,0.34468308091163635,2.5879015922546387,0.3380281627178192
+69,2.552633285522461,0.34468308091163635,2.543590545654297,0.36150234937667847
+70,2.5485286712646484,0.35463592410087585,2.5616443157196045,0.36150234937667847
+71,2.5413458347320557,0.3562074303627014,2.5765297412872314,0.3380281627178192
+72,2.537781238555908,0.358826607465744,2.55780291557312,0.3661971688270569
+73,2.532223701477051,0.36511263251304626,2.566831111907959,0.36150234937667847
+74,2.531522035598755,0.3583027720451355,2.57528018951416,0.35211268067359924
+75,2.5257906913757324,0.3640649616718292,2.5244948863983154,0.3802816867828369
+76,2.5246658325195312,0.3713986277580261,2.53718638420105,0.34272301197052
+77,2.522120475769043,0.3635411262512207,2.533081293106079,0.3849765360355377
+78,2.5197064876556396,0.35935044288635254,2.5441110134124756,0.34741783142089844
+79,2.517204999923706,0.36458879709243774,2.5193982124328613,0.3802816867828369
+80,2.51456880569458,0.3656364679336548,2.524632692337036,0.3849765360355377
+81,2.510612726211548,0.3740178048610687,2.5563595294952393,0.3708920180797577
+82,2.5047709941864014,0.37663698196411133,2.507246732711792,0.39436620473861694
+83,2.503170967102051,0.3635411262512207,2.5189647674560547,0.34741783142089844
+84,2.5019283294677734,0.37454164028167725,2.5246293544769287,0.3661971688270569
+85,2.5047764778137207,0.37244629859924316,2.521258592605591,0.34741783142089844
+86,2.494678020477295,0.3708747923374176,2.501018762588501,0.3661971688270569
+87,2.488176107406616,0.36982712149620056,2.5139894485473633,0.3755868673324585
+88,2.484954833984375,0.3729701340198517,2.5090115070343018,0.3849765360355377
+89,2.4877662658691406,0.3782084882259369,2.5280532836914062,0.39906102418899536
+90,2.492734432220459,0.3682556450366974,2.497976064682007,0.3661971688270569
+91,2.4814910888671875,0.37192246317863464,2.524590015411377,0.3802816867828369
+92,2.4804866313934326,0.3782084882259369,2.5172605514526367,0.3661971688270569
+93,2.4751574993133545,0.3734939694404602,2.5059378147125244,0.3708920180797577
+94,2.4795117378234863,0.3729701340198517,2.514545202255249,0.3802816867828369
+95,2.4672739505767822,0.3860659897327423,2.493485927581787,0.3849765360355377
+96,2.4645707607269287,0.38030382990837097,2.4963974952697754,0.39436620473861694
+97,2.4693968296051025,0.3881613314151764,2.4976766109466553,0.39436620473861694
+98,2.460026979446411,0.37663698196411133,2.524782657623291,0.3802816867828369
+99,2.456991672515869,0.3834468424320221,2.4943761825561523,0.40375587344169617
+100,2.458308458328247,0.3761131465435028,2.4930660724639893,0.3849765360355377
+101,2.4578490257263184,0.3860659897327423,2.4803614616394043,0.38967135548591614
+102,2.448403835296631,0.3855421543121338,2.4824869632720947,0.39906102418899536
+103,2.4521734714508057,0.3829230070114136,2.475924253463745,0.3755868673324585
+104,2.439997673034668,0.39182817935943604,2.4855973720550537,0.4084506928920746
+105,2.4451396465301514,0.38658982515335083,2.487473726272583,0.3802816867828369
+106,2.4420273303985596,0.3834468424320221,2.5063316822052,0.39436620473861694
+107,2.4369802474975586,0.3965426981449127,2.4803848266601562,0.3849765360355377
+108,2.437485694885254,0.3902566730976105,2.486743450164795,0.4131455421447754
+109,2.4336822032928467,0.38763749599456787,2.4699738025665283,0.39436620473861694
+110,2.4279463291168213,0.39235201478004456,2.4693150520324707,0.39906102418899536
+111,2.4315364360809326,0.390780508518219,2.464545488357544,0.4131455421447754
+112,2.4298126697540283,0.39444735646247864,2.469872236251831,0.39906102418899536
+113,2.422640800476074,0.39182817935943604,2.4706149101257324,0.3802816867828369
+114,2.426933765411377,0.3965426981449127,2.477752923965454,0.3755868673324585
+115,2.4219510555267334,0.38658982515335083,2.5125744342803955,0.38967135548591614
+116,2.420374631881714,0.38973283767700195,2.4812512397766113,0.39906102418899536
+117,2.418948173522949,0.38973283767700195,2.4839394092559814,0.40375587344169617
+118,2.416494607925415,0.3954950273036957,2.4660897254943848,0.39436620473861694
+119,2.410564422607422,0.4064955413341522,2.4565672874450684,0.4084506928920746
+120,2.4070682525634766,0.3986380398273468,2.4597365856170654,0.3802816867828369
+121,2.408259153366089,0.3965426981449127,2.4611785411834717,0.39436620473861694
+122,2.4101662635803223,0.4012572169303894,2.4630537033081055,0.39436620473861694
+123,2.4064600467681885,0.3939235210418701,2.470585823059082,0.39906102418899536
+124,2.4067275524139404,0.40020954608917236,2.4614720344543457,0.4225352108478546
+125,2.4001388549804688,0.40230485796928406,2.483825445175171,0.4084506928920746
+126,2.4040300846099854,0.39759036898612976,2.4549429416656494,0.4084506928920746
+127,2.396388530731201,0.40178102254867554,2.4449851512908936,0.4225352108478546
+128,2.3905224800109863,0.40230485796928406,2.48685622215271,0.38967135548591614
+129,2.3973584175109863,0.3965426981449127,2.4440841674804688,0.4131455421447754
+130,2.3896377086639404,0.40701937675476074,2.467973470687866,0.4131455421447754
+131,2.3908169269561768,0.40178102254867554,2.4688169956207275,0.40375587344169617
+132,2.386019706726074,0.40701937675476074,2.4482388496398926,0.40375587344169617
+133,2.3841958045959473,0.40963855385780334,2.4557065963745117,0.40375587344169617
+134,2.38224458694458,0.4007333815097809,2.4605774879455566,0.4131455421447754
+135,2.389434576034546,0.3965426981449127,2.4519591331481934,0.39906102418899536
+136,2.3756816387176514,0.4080670475959778,2.4506359100341797,0.39906102418899536
+137,2.3846209049224854,0.4033525288105011,2.461817741394043,0.3755868673324585
+138,2.3746771812438965,0.4080670475959778,2.4509572982788086,0.39436620473861694
+139,2.376344680786133,0.40492403507232666,2.4540765285491943,0.4178403615951538
+140,2.3738391399383545,0.4007333815097809,2.4495222568511963,0.4084506928920746
+141,2.375032663345337,0.40492403507232666,2.4442155361175537,0.3802816867828369
+142,2.3691976070404053,0.4085908830165863,2.427858829498291,0.39906102418899536
+143,2.3646814823150635,0.4059717059135437,2.4523205757141113,0.39906102418899536
+144,2.3607470989227295,0.41225773096084595,2.4279062747955322,0.4131455421447754
+145,2.365852117538452,0.40754321217536926,2.4439032077789307,0.40375587344169617
+146,2.3574397563934326,0.4080670475959778,2.4576737880706787,0.40375587344169617
+147,2.355191707611084,0.4080670475959778,2.4501428604125977,0.4131455421447754
+148,2.3637657165527344,0.4085908830165863,2.4710769653320312,0.39906102418899536
+149,2.3625235557556152,0.4038763642311096,2.4096713066101074,0.4084506928920746
+150,2.3546810150146484,0.4106862246990204,2.434239149093628,0.3802816867828369
+151,2.357560873031616,0.4064955413341522,2.4579665660858154,0.38967135548591614
+152,2.356760263442993,0.4059717059135437,2.4351954460144043,0.40375587344169617
+153,2.356031656265259,0.4117338955402374,2.4254629611968994,0.4225352108478546
+154,2.3524563312530518,0.4112100601196289,2.4414119720458984,0.4131455421447754
+155,2.354517936706543,0.40963855385780334,2.4274861812591553,0.4272300601005554
+156,2.350360870361328,0.41278156638145447,2.4380269050598145,0.4131455421447754
+157,2.3434085845947266,0.4080670475959778,2.4413139820098877,0.4178403615951538
+158,2.3433964252471924,0.41278156638145447,2.4475836753845215,0.4131455421447754
+159,2.3367772102355957,0.4112100601196289,2.445599317550659,0.4178403615951538
+160,2.343097686767578,0.4138292372226715,2.4262287616729736,0.40375587344169617
+161,2.3369879722595215,0.41487690806388855,2.432572603225708,0.4084506928920746
+162,2.3309638500213623,0.42011523246765137,2.4443156719207764,0.43661972880363464
+163,2.3338730335235596,0.4106862246990204,2.437040328979492,0.4131455421447754
+164,2.3354098796844482,0.41540074348449707,2.4339699745178223,0.40375587344169617
+165,2.335395097732544,0.41487690806388855,2.4072489738464355,0.4225352108478546
+166,2.330233335494995,0.41540074348449707,2.44512939453125,0.39436620473861694
+167,2.334394693374634,0.413305401802063,2.4334716796875,0.39906102418899536
+168,2.328817844390869,0.41435307264328003,2.411726236343384,0.43192487955093384
+169,2.3322370052337646,0.41225773096084595,2.432363986968994,0.40375587344169617
+170,2.320516586303711,0.42011523246765137,2.4245054721832275,0.4084506928920746
+171,2.3245763778686523,0.41487690806388855,2.4548213481903076,0.4131455421447754
+172,2.32330322265625,0.41487690806388855,2.44042706489563,0.4084506928920746
+173,2.3195865154266357,0.41749608516693115,2.4305672645568848,0.4272300601005554
+174,2.3191750049591064,0.42221057415008545,2.417222023010254,0.39906102418899536
+175,2.3147835731506348,0.41697224974632263,2.4079368114471436,0.4225352108478546
+176,2.3231871128082275,0.4106862246990204,2.4488613605499268,0.43192487955093384
+177,2.316401958465576,0.4185437262058258,2.422182083129883,0.4225352108478546
+178,2.309993028640747,0.4164484143257141,2.4571354389190674,0.40375587344169617
+179,2.314197063446045,0.41749608516693115,2.423067092895508,0.4084506928920746
+180,2.326179265975952,0.4112100601196289,2.448529005050659,0.4178403615951538
+181,2.3128604888916016,0.42430591583251953,2.4332687854766846,0.4178403615951538
+182,2.306142568588257,0.42168673872947693,2.427319049835205,0.40375587344169617
+183,2.3127150535583496,0.41697224974632263,2.4177286624908447,0.43661972880363464
+184,2.302456855773926,0.4164484143257141,2.4400405883789062,0.4225352108478546
+185,2.304810047149658,0.42221057415008545,2.4383630752563477,0.4084506928920746
+186,2.298630952835083,0.4211629033088684,2.4160187244415283,0.39906102418899536
+187,2.3016180992126465,0.41959139704704285,2.453688859939575,0.40375587344169617
+188,2.2970709800720215,0.42273440957069397,2.462635040283203,0.3849765360355377
+189,2.2983171939849854,0.41959139704704285,2.4222865104675293,0.39906102418899536
+190,2.302145004272461,0.4206390678882599,2.41231107711792,0.4178403615951538
+191,2.3036699295043945,0.41697224974632263,2.409144163131714,0.4084506928920746
+192,2.2922370433807373,0.4279727637767792,2.441924571990967,0.40375587344169617
+193,2.294370412826538,0.4206390678882599,2.428205966949463,0.39436620473861694
+194,2.295492172241211,0.42011523246765137,2.4359471797943115,0.40375587344169617
+195,2.29792857170105,0.41540074348449707,2.4239614009857178,0.43192487955093384
+196,2.2844460010528564,0.42430591583251953,2.4211618900299072,0.39906102418899536
+197,2.2940564155578613,0.4185437262058258,2.429874897003174,0.4084506928920746
+198,2.295036554336548,0.4164484143257141,2.414597988128662,0.4272300601005554
+199,2.2870190143585205,0.42954427003860474,2.4143965244293213,0.43661972880363464
+200,2.286127805709839,0.4190675616264343,2.4153735637664795,0.4084506928920746
+201,2.2783703804016113,0.4258774220943451,2.4098026752471924,0.4225352108478546
+202,2.2810494899749756,0.4284965991973877,2.430068016052246,0.4084506928920746
+203,2.2867448329925537,0.42744892835617065,2.396533727645874,0.44131454825401306
+204,2.285374879837036,0.42221057415008545,2.420288324356079,0.4225352108478546
+205,2.288804054260254,0.41749608516693115,2.422907829284668,0.4225352108478546
+206,2.278804302215576,0.42430591583251953,2.4439303874969482,0.4178403615951538
+207,2.2810699939727783,0.42273440957069397,2.4406137466430664,0.40375587344169617
+208,2.27839994430542,0.423782080411911,2.422800302505493,0.4178403615951538
+209,2.27828311920166,0.4206390678882599,2.409647226333618,0.43661972880363464
+210,2.277116060256958,0.4258774220943451,2.4060726165771484,0.4131455421447754
+211,2.266623020172119,0.4290204346179962,2.426534652709961,0.4131455421447754
+212,2.268817901611328,0.42692509293556213,2.4393115043640137,0.4178403615951538
+213,2.2759225368499756,0.4258774220943451,2.402559518814087,0.4178403615951538
+214,2.2684569358825684,0.41959139704704285,2.418473958969116,0.43192487955093384
+215,2.2722978591918945,0.41959139704704285,2.410935640335083,0.4131455421447754
+216,2.2667360305786133,0.4305919408798218,2.4208247661590576,0.4225352108478546
+217,2.258169651031494,0.4284965991973877,2.404927968978882,0.43192487955093384
+218,2.2636005878448486,0.42954427003860474,2.422447443008423,0.4178403615951538
+219,2.2641420364379883,0.4264012575149536,2.4314239025115967,0.4272300601005554
+220,2.266592502593994,0.42482975125312805,2.4342541694641113,0.4178403615951538
+221,2.266753911972046,0.423782080411911,2.4179229736328125,0.4225352108478546
+222,2.2568366527557373,0.4332111179828644,2.4273736476898193,0.4178403615951538
+223,2.253268241882324,0.4311157763004303,2.4061408042907715,0.4225352108478546
+224,2.25494122505188,0.4264012575149536,2.4110982418060303,0.4178403615951538
+225,2.2571024894714355,0.43268728256225586,2.3931891918182373,0.4225352108478546
+226,2.254823684692383,0.4311157763004303,2.392669439315796,0.4178403615951538
+227,2.255096912384033,0.42692509293556213,2.424769163131714,0.4272300601005554
+228,2.2601940631866455,0.42692509293556213,2.4152097702026367,0.4178403615951538
+229,2.252051830291748,0.4337349534034729,2.3923957347869873,0.43661972880363464
+230,2.2510433197021484,0.43216344714164734,2.4111456871032715,0.4225352108478546
+231,2.255514144897461,0.42954427003860474,2.4341464042663574,0.4272300601005554
+232,2.2476632595062256,0.4279727637767792,2.421954393386841,0.4084506928920746
+233,2.2484538555145264,0.43006810545921326,2.409106969833374,0.43661972880363464
+234,2.253753662109375,0.42482975125312805,2.399292230606079,0.4225352108478546
+235,2.2414934635162354,0.4363541007041931,2.400301456451416,0.4272300601005554
+236,2.2400593757629395,0.4264012575149536,2.4081335067749023,0.44131454825401306
+237,2.2388460636138916,0.43006810545921326,2.4413633346557617,0.39436620473861694
+238,2.246999502182007,0.4253535866737366,2.380199670791626,0.4272300601005554
+239,2.2436602115631104,0.4337349534034729,2.399885416030884,0.44131454825401306
+240,2.242774248123169,0.43216344714164734,2.409757375717163,0.4272300601005554
+241,2.2392942905426025,0.4342587888240814,2.403097152709961,0.4225352108478546
+242,2.239541530609131,0.4311157763004303,2.4334404468536377,0.44131454825401306
+243,2.2410144805908203,0.4316396117210388,2.4201366901397705,0.44131454825401306
+244,2.235954523086548,0.4358302652835846,2.4197330474853516,0.43192487955093384
+245,2.2365658283233643,0.4353064298629761,2.429884433746338,0.4084506928920746
+246,2.2314999103546143,0.4337349534034729,2.4293317794799805,0.43661972880363464
+247,2.2351698875427246,0.4332111179828644,2.4038686752319336,0.4272300601005554
+248,2.229020357131958,0.43478259444236755,2.4057819843292236,0.4178403615951538
+249,2.2318367958068848,0.4305919408798218,2.415687322616577,0.4225352108478546
+250,2.234463930130005,0.43268728256225586,2.4161407947540283,0.4225352108478546
+251,2.2305901050567627,0.43268728256225586,2.3805646896362305,0.4272300601005554
+252,2.224195718765259,0.42954427003860474,2.4168858528137207,0.44131454825401306
+253,2.225501537322998,0.4410686194896698,2.3925180435180664,0.43192487955093384
+254,2.222825288772583,0.4332111179828644,2.4210760593414307,0.4225352108478546
+255,2.2296228408813477,0.43216344714164734,2.4189083576202393,0.40375587344169617
+256,2.2299959659576416,0.4316396117210388,2.4339239597320557,0.43661972880363464
+257,2.2265024185180664,0.4332111179828644,2.4152798652648926,0.4131455421447754
+258,2.2181670665740967,0.43478259444236755,2.43074893951416,0.4178403615951538
+259,2.221586227416992,0.43740177154541016,2.4146015644073486,0.4272300601005554
+260,2.216217279434204,0.4389732778072357,2.395979404449463,0.4084506928920746
+261,2.2167932987213135,0.4389732778072357,2.400743007659912,0.4178403615951538
+262,2.221226692199707,0.44002094864845276,2.4065139293670654,0.43192487955093384
+263,2.2208425998687744,0.4311157763004303,2.4174447059631348,0.43661972880363464
+264,2.212825298309326,0.44473546743392944,2.4477620124816895,0.40375587344169617
+265,2.2201056480407715,0.4305919408798218,2.414449453353882,0.4225352108478546
+266,2.2160308361053467,0.43478259444236755,2.392632484436035,0.44131454825401306
+267,2.2129831314086914,0.4410686194896698,2.423989772796631,0.4178403615951538
+268,2.2127525806427,0.43949711322784424,2.4118471145629883,0.4225352108478546
+269,2.2098793983459473,0.4311157763004303,2.405021905899048,0.4225352108478546
+270,2.2157373428344727,0.43740177154541016,2.408331871032715,0.4225352108478546
+271,2.2065443992614746,0.43949711322784424,2.3980071544647217,0.43661972880363464
+272,2.212336540222168,0.4363541007041931,2.4115138053894043,0.43192487955093384
+273,2.2150027751922607,0.4305919408798218,2.3972842693328857,0.43192487955093384
+274,2.2112507820129395,0.4379256069660187,2.391153335571289,0.4178403615951538
+275,2.2115976810455322,0.4405447840690613,2.402730941772461,0.4178403615951538
+276,2.2046520709991455,0.4415924549102783,2.3973214626312256,0.43192487955093384
+277,2.206479072570801,0.4379256069660187,2.3931517601013184,0.4225352108478546
+278,2.2045576572418213,0.4410686194896698,2.4102814197540283,0.4178403615951538
+279,2.1992568969726562,0.43949711322784424,2.3886890411376953,0.44600939750671387
+280,2.1987061500549316,0.4405447840690613,2.386148691177368,0.43192487955093384
+281,2.2033824920654297,0.4431639611721039,2.398848056793213,0.43661972880363464
+282,2.2033872604370117,0.43006810545921326,2.404824733734131,0.43192487955093384
+283,2.1957554817199707,0.4431639611721039,2.3960866928100586,0.43192487955093384
+284,2.1925973892211914,0.4358302652835846,2.3960061073303223,0.4225352108478546
+285,2.2022321224212646,0.4342587888240814,2.4367127418518066,0.43192487955093384
+286,2.198063611984253,0.4379256069660187,2.3887789249420166,0.44131454825401306
+287,2.196483612060547,0.44264012575149536,2.4321956634521484,0.43192487955093384
+288,2.2022578716278076,0.4384494423866272,2.4138646125793457,0.4178403615951538
+289,2.1938817501068115,0.4342587888240814,2.40500807762146,0.4272300601005554
+290,2.19048810005188,0.44525930285453796,2.40407657623291,0.43192487955093384
+291,2.188520908355713,0.44264012575149536,2.398885726928711,0.4272300601005554
+292,2.195404291152954,0.43740177154541016,2.415065050125122,0.44131454825401306
+293,2.189256429672241,0.4363541007041931,2.404313564300537,0.44131454825401306
+294,2.1903469562530518,0.4442116320133209,2.425154209136963,0.4131455421447754
+295,2.1848809719085693,0.4389732778072357,2.4052014350891113,0.4178403615951538
+296,2.1845996379852295,0.43687793612480164,2.413337469100952,0.4178403615951538
+297,2.18338942527771,0.44787847995758057,2.413172483444214,0.4131455421447754
+298,2.190319776535034,0.44211629033088684,2.409113883972168,0.44131454825401306
+299,2.1857151985168457,0.4431639611721039,2.397634267807007,0.4272300601005554
+300,2.179227590560913,0.4442116320133209,2.391272783279419,0.43192487955093384
+301,2.1839754581451416,0.44211629033088684,2.397428035736084,0.4178403615951538
+302,2.181189775466919,0.44735464453697205,2.415006399154663,0.4272300601005554
+303,2.178537368774414,0.4410686194896698,2.415287494659424,0.4178403615951538
+304,2.1837093830108643,0.4410686194896698,2.421034574508667,0.4178403615951538
+305,2.192206859588623,0.4384494423866272,2.4256489276885986,0.44131454825401306
+306,2.1780035495758057,0.44002094864845276,2.433675527572632,0.43192487955093384
+307,2.1734466552734375,0.4489261507987976,2.3935179710388184,0.43661972880363464
+308,2.1787168979644775,0.44264012575149536,2.436903476715088,0.4272300601005554
+309,2.1763041019439697,0.4457831382751465,2.446530818939209,0.4131455421447754
+310,2.187509059906006,0.43949711322784424,2.395559549331665,0.4225352108478546
+311,2.173600435256958,0.44525930285453796,2.4001822471618652,0.4225352108478546
+312,2.1732890605926514,0.4405447840690613,2.4326608180999756,0.4084506928920746
+313,2.175907850265503,0.44264012575149536,2.4085166454315186,0.43192487955093384
+314,2.1774544715881348,0.4442116320133209,2.399049758911133,0.43661972880363464
+315,2.168170213699341,0.44525930285453796,2.4067671298980713,0.4225352108478546
+316,2.176318407058716,0.44264012575149536,2.417985677719116,0.4131455421447754
+317,2.17033052444458,0.44735464453697205,2.4041690826416016,0.4272300601005554
+318,2.1629865169525146,0.4468308091163635,2.3995144367218018,0.43661972880363464
+319,2.178571939468384,0.4342587888240814,2.4130985736846924,0.43661972880363464
+320,2.171116590499878,0.4405447840690613,2.4418535232543945,0.44131454825401306
+321,2.1698944568634033,0.44735464453697205,2.4095284938812256,0.4272300601005554
+322,2.165661334991455,0.4484023153781891,2.4224166870117188,0.43192487955093384
+323,2.1649410724639893,0.446306973695755,2.4387011528015137,0.4084506928920746
+324,2.1662728786468506,0.4436877965927124,2.402268171310425,0.4178403615951538
+325,2.1636765003204346,0.4436877965927124,2.4028797149658203,0.43192487955093384
+326,2.17275333404541,0.4442116320133209,2.419372797012329,0.4272300601005554
+327,2.1640918254852295,0.4436877965927124,2.4062697887420654,0.4178403615951538
+328,2.1590776443481445,0.4431639611721039,2.4157586097717285,0.4225352108478546
+329,2.1593830585479736,0.44211629033088684,2.4013419151306152,0.4178403615951538
+330,2.16097092628479,0.44002094864845276,2.4048948287963867,0.4272300601005554
+331,2.1566686630249023,0.4431639611721039,2.429532766342163,0.4272300601005554
+332,2.161642551422119,0.4489261507987976,2.42907452583313,0.44131454825401306
+333,2.1685333251953125,0.4384494423866272,2.430551767349243,0.4178403615951538
+334,2.162858486175537,0.44264012575149536,2.406541347503662,0.43192487955093384
+335,2.1575255393981934,0.44997382164001465,2.4247920513153076,0.4225352108478546
+336,2.158576488494873,0.44525930285453796,2.424816131591797,0.4225352108478546
+337,2.163928270339966,0.44525930285453796,2.401611566543579,0.4225352108478546
+338,2.153951406478882,0.4410686194896698,2.417760133743286,0.43661972880363464
+339,2.1547012329101562,0.4484023153781891,2.4371747970581055,0.39436620473861694
+340,2.1550605297088623,0.44264012575149536,2.456456422805786,0.44131454825401306
+341,2.153625965118408,0.44735464453697205,2.4023027420043945,0.4225352108478546
+342,2.1558804512023926,0.4457831382751465,2.406585216522217,0.44131454825401306
+343,2.1504998207092285,0.44525930285453796,2.4545915126800537,0.4272300601005554
+344,2.1630232334136963,0.4431639611721039,2.438474655151367,0.4084506928920746
+345,2.1486690044403076,0.45206913352012634,2.3897321224212646,0.4272300601005554
+346,2.1567797660827637,0.4442116320133209,2.4418935775756836,0.4084506928920746
+347,2.1504361629486084,0.44525930285453796,2.413780450820923,0.4272300601005554
+348,2.14924955368042,0.4431639611721039,2.42311692237854,0.4272300601005554
+349,2.1465165615081787,0.4515452980995178,2.4096691608428955,0.4272300601005554
+350,2.154340982437134,0.44525930285453796,2.4183828830718994,0.4272300601005554
+351,2.143550157546997,0.45049765706062317,2.4046988487243652,0.43661972880363464
+352,2.1423370838165283,0.4484023153781891,2.407783269882202,0.44131454825401306
+353,2.1486563682556152,0.44264012575149536,2.416410207748413,0.4225352108478546
+354,2.151083469390869,0.44473546743392944,2.4125428199768066,0.4084506928920746
+355,2.13710880279541,0.4457831382751465,2.436750888824463,0.4131455421447754
+356,2.136319160461426,0.4431639611721039,2.43183970451355,0.4178403615951538
+357,2.1455512046813965,0.4510214626789093,2.428819179534912,0.44600939750671387
+358,2.1540162563323975,0.4468308091163635,2.432253360748291,0.4178403615951538
+359,2.1437413692474365,0.44944998621940613,2.437786340713501,0.4178403615951538
+360,2.1366004943847656,0.446306973695755,2.4174835681915283,0.4272300601005554
+361,2.1329379081726074,0.45049765706062317,2.4346179962158203,0.40375587344169617
+362,2.1378276348114014,0.44944998621940613,2.4152588844299316,0.4225352108478546
+363,2.144857883453369,0.4484023153781891,2.430943727493286,0.4178403615951538
+364,2.135197877883911,0.4531168043613434,2.4172446727752686,0.4084506928920746
+365,2.1352033615112305,0.44735464453697205,2.423746109008789,0.44600939750671387
+366,2.140202283859253,0.4468308091163635,2.415679693222046,0.4178403615951538
+367,2.1352598667144775,0.4484023153781891,2.405858278274536,0.44600939750671387
+368,2.1362364292144775,0.4484023153781891,2.4505455493927,0.4178403615951538
+369,2.131948709487915,0.4484023153781891,2.4231221675872803,0.4084506928920746
+370,2.137606620788574,0.4442116320133209,2.444121837615967,0.4178403615951538
+371,2.133108377456665,0.44997382164001465,2.448472499847412,0.4084506928920746
+372,2.1252973079681396,0.44787847995758057,2.3871400356292725,0.44131454825401306
+373,2.1385769844055176,0.44473546743392944,2.4051318168640137,0.4225352108478546
+374,2.135791778564453,0.44525930285453796,2.422729730606079,0.39906102418899536
+375,2.13552188873291,0.4436877965927124,2.400357723236084,0.43661972880363464
+376,2.1322569847106934,0.44735464453697205,2.3913791179656982,0.44131454825401306
+377,2.126627206802368,0.4457831382751465,2.3942010402679443,0.43661972880363464
+378,2.1287953853607178,0.4457831382751465,2.4023072719573975,0.44600939750671387
+379,2.121644973754883,0.456783652305603,2.4210970401763916,0.4272300601005554
+380,2.125532865524292,0.44944998621940613,2.399258852005005,0.43192487955093384
+381,2.125900983810425,0.44211629033088684,2.423727512359619,0.4178403615951538
+382,2.127107858657837,0.45049765706062317,2.4149181842803955,0.4225352108478546
+383,2.129850149154663,0.44997382164001465,2.392852783203125,0.43192487955093384
+384,2.128459930419922,0.44997382164001465,2.419867992401123,0.43661972880363464
+385,2.1217424869537354,0.4484023153781891,2.4228336811065674,0.4225352108478546
+386,2.1303775310516357,0.4457831382751465,2.428197145462036,0.4225352108478546
+387,2.1328928470611572,0.4457831382751465,2.425180673599243,0.4272300601005554
+388,2.1198909282684326,0.4484023153781891,2.410033941268921,0.4225352108478546
+389,2.117975950241089,0.4468308091163635,2.4474306106567383,0.4225352108478546
+390,2.1249616146087646,0.4489261507987976,2.409468412399292,0.4272300601005554
+391,2.1246862411499023,0.44997382164001465,2.410945415496826,0.43192487955093384
+392,2.1185789108276367,0.44787847995758057,2.401998996734619,0.43661972880363464
+393,2.115079641342163,0.4484023153781891,2.4238266944885254,0.4272300601005554
+394,2.120035171508789,0.4531168043613434,2.4688730239868164,0.39906102418899536
+395,2.119271993637085,0.44735464453697205,2.4378716945648193,0.4272300601005554
+396,2.1179027557373047,0.4531168043613434,2.4009644985198975,0.4225352108478546
+397,2.1233065128326416,0.44944998621940613,2.42897891998291,0.4272300601005554
+398,2.121896505355835,0.4436877965927124,2.42223858833313,0.4272300601005554
+399,2.1179003715515137,0.44735464453697205,2.41310977935791,0.43192487955093384
+400,2.1200919151306152,0.44473546743392944,2.4041833877563477,0.44131454825401306
+401,2.110588312149048,0.4468308091163635,2.419018030166626,0.43192487955093384
+402,2.112001419067383,0.44735464453697205,2.435155153274536,0.4272300601005554
+403,2.120356798171997,0.4541644752025604,2.4376509189605713,0.4178403615951538
+404,2.112187147140503,0.44944998621940613,2.4357948303222656,0.4131455421447754
+405,2.1089723110198975,0.44787847995758057,2.395306348800659,0.43661972880363464
+406,2.1029727458953857,0.45206913352012634,2.427058696746826,0.43661972880363464
+407,2.106884241104126,0.45468831062316895,2.427532434463501,0.4272300601005554
+408,2.1152896881103516,0.4515452980995178,2.4057202339172363,0.4131455421447754
+409,2.1094493865966797,0.45521214604377747,2.384613513946533,0.4507042169570923
+410,2.104492425918579,0.4484023153781891,2.3947322368621826,0.4272300601005554
+411,2.1039884090423584,0.45049765706062317,2.423722505569458,0.4084506928920746
+412,2.108826160430908,0.4515452980995178,2.422166109085083,0.4225352108478546
+413,2.107499837875366,0.44944998621940613,2.394645929336548,0.43192487955093384
+414,2.109851360321045,0.44944998621940613,2.4203450679779053,0.43661972880363464
+415,2.1134917736053467,0.4536406397819519,2.4216909408569336,0.4272300601005554
+416,2.1046032905578613,0.4510214626789093,2.4078352451324463,0.4225352108478546
+417,2.10138201713562,0.45259296894073486,2.418776273727417,0.4225352108478546
+418,2.1081907749176025,0.45049765706062317,2.4185681343078613,0.4225352108478546
+419,2.0962157249450684,0.4562598168849945,2.4625306129455566,0.4272300601005554
+420,2.095898389816284,0.4515452980995178,2.400562047958374,0.43192487955093384
+421,2.104950428009033,0.45468831062316895,2.421921491622925,0.4225352108478546
+422,2.1036133766174316,0.45049765706062317,2.4171693325042725,0.4272300601005554
+423,2.101252317428589,0.45468831062316895,2.420578718185425,0.44131454825401306
+424,2.1004679203033447,0.44735464453697205,2.4404215812683105,0.4225352108478546
+425,2.1096301078796387,0.446306973695755,2.4176547527313232,0.43192487955093384
+426,2.094832420349121,0.4541644752025604,2.405597448348999,0.43192487955093384
+427,2.093689441680908,0.456783652305603,2.393106460571289,0.4225352108478546
+428,2.097893714904785,0.45521214604377747,2.436105966567993,0.4178403615951538
+429,2.099468231201172,0.4484023153781891,2.4019575119018555,0.4272300601005554
+430,2.096886157989502,0.4583551585674286,2.4406301975250244,0.4272300601005554
+431,2.107560396194458,0.44787847995758057,2.4294915199279785,0.4131455421447754
+432,2.099792957305908,0.4536406397819519,2.430858612060547,0.43661972880363464
+433,2.0939419269561768,0.44944998621940613,2.449997663497925,0.4178403615951538
+434,2.0951898097991943,0.4536406397819519,2.421875238418579,0.43192487955093384
+435,2.0890331268310547,0.456783652305603,2.428354263305664,0.4225352108478546
+436,2.0919344425201416,0.456783652305603,2.4159812927246094,0.4272300601005554
+437,2.0903377532958984,0.45783132314682007,2.4460794925689697,0.4131455421447754
+438,2.09025239944458,0.4541644752025604,2.450876235961914,0.43192487955093384
+439,2.0852537155151367,0.455735981464386,2.4397313594818115,0.43661972880363464
+440,2.0946719646453857,0.4489261507987976,2.4270079135894775,0.4272300601005554
+441,2.0954575538635254,0.45259296894073486,2.405161142349243,0.4178403615951538
+442,2.0946083068847656,0.45259296894073486,2.4175922870635986,0.43192487955093384
+443,2.088402271270752,0.44735464453697205,2.432913303375244,0.4272300601005554
+444,2.0884995460510254,0.4531168043613434,2.4023070335388184,0.43192487955093384
+445,2.0832080841064453,0.4541644752025604,2.440873622894287,0.44600939750671387
+446,2.100489377975464,0.4489261507987976,2.4266040325164795,0.4225352108478546
+447,2.0900752544403076,0.4531168043613434,2.4204845428466797,0.4272300601005554
+448,2.082735776901245,0.45992666482925415,2.4367663860321045,0.4131455421447754
+449,2.0821101665496826,0.455735981464386,2.450707197189331,0.4131455421447754
+450,2.092902421951294,0.44944998621940613,2.4223244190216064,0.4225352108478546
+451,2.0852036476135254,0.4541644752025604,2.4433038234710693,0.4131455421447754
+452,2.0920236110687256,0.45940282940864563,2.415653705596924,0.4225352108478546
+453,2.088247299194336,0.4531168043613434,2.4258766174316406,0.4272300601005554
+454,2.0862340927124023,0.45468831062316895,2.430509328842163,0.4178403615951538
+455,2.0834109783172607,0.456783652305603,2.4187676906585693,0.43192487955093384
+456,2.082301139831543,0.4515452980995178,2.4476191997528076,0.39906102418899536
+457,2.0856850147247314,0.4531168043613434,2.4451448917388916,0.43192487955093384
+458,2.078457832336426,0.45259296894073486,2.42265248298645,0.4225352108478546
+459,2.0876612663269043,0.4489261507987976,2.428171157836914,0.4225352108478546
+460,2.078773260116577,0.45783132314682007,2.441957473754883,0.40375587344169617
+461,2.0793254375457764,0.45783132314682007,2.4449691772460938,0.4272300601005554
+462,2.0810954570770264,0.4562598168849945,2.445739984512329,0.4084506928920746
+463,2.0915462970733643,0.45259296894073486,2.4442551136016846,0.43192487955093384
+464,2.0796797275543213,0.45468831062316895,2.3962860107421875,0.44600939750671387
+465,2.0729622840881348,0.45783132314682007,2.428598642349243,0.43192487955093384
+466,2.0677077770233154,0.4588789939880371,2.424050807952881,0.4272300601005554
+467,2.0730819702148438,0.456783652305603,2.45080828666687,0.4131455421447754
+468,2.077380418777466,0.4541644752025604,2.4390196800231934,0.4131455421447754
+469,2.077043056488037,0.4583551585674286,2.4316353797912598,0.4178403615951538
+470,2.0728602409362793,0.45049765706062317,2.4594955444335938,0.39436620473861694
+471,2.0796070098876953,0.456783652305603,2.444307327270508,0.43661972880363464
+472,2.0739104747772217,0.45940282940864563,2.4321393966674805,0.4225352108478546
+473,2.0728626251220703,0.45468831062316895,2.408322334289551,0.43192487955093384
+474,2.0749032497406006,0.45521214604377747,2.456230401992798,0.40375587344169617
+475,2.0708789825439453,0.45468831062316895,2.4202332496643066,0.4178403615951538
+476,2.071150779724121,0.4541644752025604,2.4113872051239014,0.4272300601005554
+477,2.0748307704925537,0.44997382164001465,2.4150686264038086,0.4272300601005554
+478,2.0687077045440674,0.4588789939880371,2.4368300437927246,0.4131455421447754
+479,2.074784278869629,0.4562598168849945,2.4177236557006836,0.4272300601005554
+480,2.0701894760131836,0.4541644752025604,2.4360601902008057,0.4225352108478546
+481,2.0695767402648926,0.45521214604377747,2.4495251178741455,0.4178403615951538
+482,2.0730173587799072,0.45521214604377747,2.4137930870056152,0.44131454825401306
+483,2.0787405967712402,0.44997382164001465,2.4217090606689453,0.43661972880363464
+484,2.0717220306396484,0.4536406397819519,2.4179630279541016,0.4272300601005554
+485,2.0709409713745117,0.45206913352012634,2.44716215133667,0.4131455421447754
+486,2.0697832107543945,0.45730748772621155,2.4445302486419678,0.4178403615951538
+487,2.070166826248169,0.45259296894073486,2.446075201034546,0.4131455421447754
+488,2.0637645721435547,0.456783652305603,2.4422593116760254,0.4225352108478546
+489,2.0706372261047363,0.4536406397819519,2.423675060272217,0.44600939750671387
+490,2.066445827484131,0.45468831062316895,2.4538216590881348,0.4131455421447754
+491,2.070162057876587,0.4536406397819519,2.4498300552368164,0.4084506928920746
+492,2.069070816040039,0.45783132314682007,2.4513895511627197,0.43192487955093384
+493,2.06645131111145,0.45521214604377747,2.4338388442993164,0.43192487955093384
+494,2.0591652393341064,0.45206913352012634,2.414515256881714,0.4131455421447754
+495,2.0712735652923584,0.45468831062316895,2.4358983039855957,0.4131455421447754
+496,2.0607218742370605,0.4541644752025604,2.4358038902282715,0.4225352108478546
+497,2.062997341156006,0.4484023153781891,2.4363975524902344,0.43192487955093384
+498,2.0771384239196777,0.45783132314682007,2.4265501499176025,0.4272300601005554
+499,2.0569941997528076,0.4609743356704712,2.4234108924865723,0.4178403615951538