step,train_loss,val_loss,val_perplexity,learning_rate
0,8.261292934417725,8.367569484710693,4305.159580046974,4.0000000000000003e-07
1,8.163441836833954,None,None,6.000000000000001e-07
2,8.177353203296661,None,None,8.000000000000001e-07
3,8.168348789215088,None,None,1.0000000000000002e-06
4,8.076540052890778,None,None,1.2000000000000002e-06
5,7.815936863422394,None,None,1.4000000000000001e-06
6,7.896245896816254,None,None,1.6000000000000001e-06
7,7.62277615070343,None,None,1.8000000000000001e-06
8,7.4410223960876465,None,None,2.0000000000000003e-06
9,7.2093111872673035,None,None,2.2e-06
10,6.975111722946167,None,None,2.4000000000000003e-06
11,6.913655698299408,None,None,2.6e-06
12,6.826074838638306,None,None,2.8000000000000003e-06
13,6.770330011844635,None,None,3e-06
14,6.720040142536163,None,None,3.2000000000000003e-06
15,6.698519468307495,None,None,3.4000000000000005e-06
16,6.608599305152893,None,None,3.6000000000000003e-06
17,6.593647480010986,None,None,3.8000000000000005e-06
18,6.469860732555389,None,None,4.000000000000001e-06
19,6.429429352283478,None,None,4.2000000000000004e-06
20,6.311609864234924,None,None,4.4e-06
21,6.294034957885742,None,None,4.600000000000001e-06
22,6.333190381526947,None,None,4.800000000000001e-06
23,6.2032288908958435,None,None,5e-06
24,6.074349761009216,None,None,5.2e-06
25,6.041495740413666,None,None,5.400000000000001e-06
26,6.140882134437561,None,None,5.600000000000001e-06
27,5.9048484563827515,None,None,5.8e-06
28,5.890208125114441,None,None,6e-06
29,5.841541886329651,None,None,6.200000000000001e-06
30,5.716970205307007,None,None,6.4000000000000006e-06
31,5.772250652313232,None,None,6.600000000000001e-06
32,5.625128269195557,None,None,6.800000000000001e-06
33,5.614135146141052,None,None,7e-06
34,5.610735833644867,None,None,7.2000000000000005e-06
35,5.650689780712128,None,None,7.4e-06
36,5.3798434138298035,None,None,7.600000000000001e-06
37,5.436018347740173,None,None,7.800000000000002e-06
38,5.404404997825623,None,None,8.000000000000001e-06
39,5.440618932247162,None,None,8.2e-06
40,5.351420223712921,None,None,8.400000000000001e-06
41,5.34623920917511,None,None,8.6e-06
42,5.2838539481163025,None,None,8.8e-06
43,5.104320526123047,None,None,9e-06
44,5.148950219154358,None,None,9.200000000000002e-06
45,5.184379279613495,None,None,9.4e-06
46,5.016061782836914,None,None,9.600000000000001e-06
47,5.0828863978385925,None,None,9.800000000000001e-06
48,5.025748550891876,None,None,1e-05
49,4.951754093170166,None,None,1.02e-05
50,4.833639204502106,None,None,1.04e-05
51,4.771369397640228,None,None,1.0600000000000002e-05
52,4.717774152755737,None,None,1.0800000000000002e-05
53,4.820539176464081,None,None,1.1000000000000001e-05
54,4.857066333293915,None,None,1.1200000000000001e-05
55,4.711103618144989,None,None,1.14e-05
56,4.688219845294952,None,None,1.16e-05
57,4.597307562828064,None,None,1.18e-05
58,4.551635921001434,None,None,1.2e-05
59,4.58421665430069,None,None,1.22e-05
60,4.543719947338104,None,None,1.2400000000000002e-05
61,4.522010385990143,None,None,1.2600000000000001e-05
62,4.627478539943695,None,None,1.2800000000000001e-05
63,4.5739825963974,None,None,1.3000000000000001e-05
64,4.445137023925781,None,None,1.3200000000000002e-05
65,4.332988440990448,None,None,1.3400000000000002e-05
66,4.372862100601196,None,None,1.3600000000000002e-05
67,4.223928719758987,None,None,1.38e-05
68,4.305863559246063,None,None,1.4e-05
69,4.347627282142639,None,None,1.4200000000000001e-05
70,4.413300424814224,None,None,1.4400000000000001e-05
71,4.344864457845688,None,None,1.46e-05
72,4.242972820997238,None,None,1.48e-05
73,4.031886100769043,None,None,1.5000000000000002e-05
74,4.015578389167786,None,None,1.5200000000000002e-05
75,4.046565592288971,None,None,1.54e-05
76,4.039056867361069,None,None,1.5600000000000003e-05
77,3.900683283805847,None,None,1.58e-05
78,4.09597909450531,None,None,1.6000000000000003e-05
79,3.9002828896045685,None,None,1.62e-05
80,3.835624784231186,None,None,1.64e-05
81,3.958367168903351,None,None,1.66e-05
82,3.8370602130889893,None,None,1.6800000000000002e-05
83,3.79279163479805,None,None,1.7e-05
84,3.9009659588336945,None,None,1.72e-05
85,3.707729309797287,None,None,1.7400000000000003e-05
86,3.931636482477188,None,None,1.76e-05
87,3.6938535571098328,None,None,1.7800000000000002e-05
88,3.8825665414333344,None,None,1.8e-05
89,3.7894521355628967,None,None,1.8200000000000002e-05
90,3.691390246152878,None,None,1.8400000000000003e-05
91,3.6710696518421173,None,None,1.86e-05
92,3.6318428814411163,None,None,1.88e-05
93,3.5484158098697662,None,None,1.9e-05
94,3.615939825773239,None,None,1.9200000000000003e-05
95,3.608551263809204,None,None,1.94e-05
96,3.575754702091217,None,None,1.9600000000000002e-05
97,3.3789921402931213,None,None,1.98e-05
98,3.6145372688770294,None,None,2e-05
99,3.357224851846695,None,None,2e-05
100,3.2021254301071167,3.423757588068644,30.684498372703665,2e-05
101,3.317003160715103,None,None,2e-05
102,3.2356558740139008,None,None,2e-05
103,3.2960659563541412,None,None,2e-05
104,3.3148950040340424,None,None,2e-05
105,3.4104406535625458,None,None,2e-05
106,3.1494440734386444,None,None,2e-05
107,3.035324215888977,None,None,2e-05
108,3.2058411836624146,None,None,2e-05
109,3.1177440881729126,None,None,2e-05
110,3.0983194708824158,None,None,2e-05
111,3.0439885556697845,None,None,2e-05
112,3.15883806347847,None,None,2e-05
113,3.017989546060562,None,None,2e-05
114,3.022290915250778,None,None,2e-05
115,2.783576160669327,None,None,2e-05
116,2.9367659389972687,None,None,2e-05
117,3.0676648914813995,None,None,2e-05
118,2.87437841296196,None,None,2e-05
119,2.7975026667118073,None,None,2e-05
120,2.908842533826828,None,None,2e-05
121,2.7392400205135345,None,None,2e-05
122,2.744791567325592,None,None,2e-05
123,2.844683438539505,None,None,2e-05
124,2.839159846305847,None,None,2e-05
125,2.68056720495224,None,None,2e-05
126,2.7747884690761566,None,None,2e-05
127,2.796884149312973,None,None,2e-05
128,2.7488940060138702,None,None,2e-05
129,2.635950803756714,None,None,2e-05
130,2.6342001259326935,None,None,2e-05
131,2.6462216675281525,None,None,2e-05
132,2.461296558380127,None,None,2e-05
133,2.521627187728882,None,None,2e-05
134,2.602918356657028,None,None,2e-05
135,2.590325504541397,None,None,2e-05
136,2.382751762866974,None,None,2e-05
137,2.4930808544158936,None,None,2e-05
138,2.722613275051117,None,None,2e-05
139,2.3861756324768066,None,None,2e-05
140,2.371595025062561,None,None,2e-05
141,2.273716986179352,None,None,2e-05
142,2.5188612043857574,None,None,2e-05
143,2.454538345336914,None,None,2e-05
144,2.192589610815048,None,None,2e-05
145,2.29652301967144,None,None,2e-05
146,2.218859925866127,None,None,2e-05
147,2.4165745079517365,None,None,2e-05
148,2.1988307386636734,None,None,2e-05
149,2.379779040813446,None,None,2e-05
150,2.2218600660562515,None,None,2e-05
151,2.351611077785492,None,None,2e-05
152,2.089180052280426,None,None,2e-05
153,2.047184944152832,None,None,2e-05
154,2.2281170338392258,None,None,2e-05
155,2.2691055089235306,None,None,2e-05
156,2.2565267384052277,None,None,2e-05
157,2.252262979745865,None,None,2e-05
158,2.127178728580475,None,None,2e-05
159,2.1124915182590485,None,None,2e-05
160,2.1496333926916122,None,None,2e-05
161,2.1908611059188843,None,None,2e-05
162,2.0274095833301544,None,None,2e-05
163,2.1065411269664764,None,None,2e-05
164,2.0067661851644516,None,None,2e-05
165,2.2191324532032013,None,None,2e-05
166,2.16944819688797,None,None,2e-05
167,1.9189021289348602,None,None,2e-05
168,1.9401672929525375,None,None,2e-05
169,2.1057000309228897,None,None,2e-05
170,2.0840209424495697,None,None,2e-05
171,1.7573165744543076,None,None,2e-05
172,2.039648413658142,None,None,2e-05
173,1.9279413521289825,None,None,2e-05
174,1.9530391693115234,None,None,2e-05
175,2.029738172888756,None,None,2e-05
176,1.852142572402954,None,None,2e-05
177,2.0695592015981674,None,None,2e-05
178,1.8634213209152222,None,None,2e-05
179,1.8441505432128906,None,None,2e-05
180,1.8793940097093582,None,None,2e-05
181,1.7200284749269485,None,None,2e-05
182,1.7787855565547943,None,None,2e-05
183,1.9997882544994354,None,None,2e-05
184,1.8214413076639175,None,None,2e-05
185,1.6856354027986526,None,None,2e-05
186,1.773601919412613,None,None,2e-05
187,1.873384416103363,None,None,2e-05
188,1.7972178608179092,None,None,2e-05
189,1.7428040653467178,None,None,2e-05
190,1.675266981124878,None,None,2e-05
191,1.792445808649063,None,None,2e-05
192,1.6473048031330109,None,None,2e-05
193,1.6831112056970596,None,None,2e-05
194,1.8643322885036469,None,None,2e-05
195,1.83014278113842,None,None,2e-05
196,1.582194447517395,None,None,2e-05
197,1.6508467942476273,None,None,2e-05
198,1.9354162812232971,None,None,2e-05
199,1.5165023356676102,None,None,2e-05
200,1.7517023533582687,1.7506458218892416,5.758320324718025,2e-05
201,1.6173395961523056,None,None,2e-05
202,1.5287262946367264,None,None,2e-05
203,1.7858741879463196,None,None,2e-05
204,1.4788846671581268,None,None,2e-05
205,1.5867124646902084,None,None,2e-05
206,1.5561960190534592,None,None,2e-05
207,1.6554233729839325,None,None,2e-05
208,1.5400921255350113,None,None,2e-05
209,1.491695910692215,None,None,2e-05
210,1.4784211963415146,None,None,2e-05
211,1.5193863958120346,None,None,2e-05
212,1.5498751401901245,None,None,2e-05
213,1.5506616234779358,None,None,2e-05
214,1.5459262281656265,None,None,2e-05
215,1.474884569644928,None,None,2e-05
216,1.5531335920095444,None,None,2e-05
217,1.5825363099575043,None,None,2e-05
218,1.6134756356477737,None,None,2e-05
219,1.6596762537956238,None,None,2e-05
220,1.6337790042161942,None,None,2e-05
221,1.7885078191757202,None,None,2e-05
222,1.563613697886467,None,None,2e-05
223,1.524568423628807,None,None,2e-05
224,1.5064586102962494,None,None,2e-05
225,1.5275050550699234,None,None,2e-05
226,1.426622360944748,None,None,2e-05
227,1.6496621668338776,None,None,2e-05
228,1.4984694570302963,None,None,2e-05
229,1.352784439921379,None,None,2e-05
230,1.4005490243434906,None,None,2e-05
231,1.5127532333135605,None,None,2e-05
232,1.3917295038700104,None,None,2e-05
233,1.3841590583324432,None,None,2e-05
234,1.4242000728845596,None,None,2e-05
235,1.341633826494217,None,None,2e-05
236,1.3221472650766373,None,None,2e-05
237,1.3372543305158615,None,None,2e-05
238,1.5550192445516586,None,None,2e-05
239,1.3542469441890717,None,None,2e-05
240,1.3506201952695847,None,None,2e-05
241,1.3569926247000694,None,None,2e-05
242,1.2599622830748558,None,None,2e-05
243,1.4619792848825455,None,None,2e-05
244,1.414371706545353,None,None,2e-05
245,1.3867833316326141,None,None,2e-05
246,1.336819350719452,None,None,2e-05
247,1.4502881616353989,None,None,2e-05
248,1.5559400767087936,None,None,2e-05
249,1.3817663490772247,None,None,2e-05
250,1.3430901169776917,None,None,2e-05
251,1.3946528285741806,None,None,2e-05
252,1.3066276833415031,None,None,2e-05
253,1.410971961915493,None,None,2e-05
254,1.485862135887146,None,None,2e-05
255,1.3613857999444008,None,None,2e-05
256,1.270927645266056,None,None,2e-05
257,1.1764065474271774,None,None,2e-05
258,1.3578307330608368,None,None,2e-05
259,1.286030799150467,None,None,2e-05
260,1.2731995061039925,None,None,2e-05
261,1.2166038751602173,None,None,2e-05
262,1.3690613955259323,None,None,2e-05
263,1.4206503480672836,None,None,2e-05
264,1.344714730978012,None,None,2e-05
265,1.256966508924961,None,None,2e-05
266,1.1711866557598114,None,None,2e-05
267,1.2315493300557137,None,None,2e-05
268,1.3222937881946564,None,None,2e-05
269,1.2547919899225235,None,None,2e-05
270,1.2769374176859856,None,None,2e-05
271,1.243523545563221,None,None,2e-05
272,1.2905475348234177,None,None,2e-05
273,1.3598639592528343,None,None,2e-05
274,1.2796455845236778,None,None,2e-05
275,1.3255695179104805,None,None,2e-05
276,1.217159129679203,None,None,2e-05
277,1.3680592253804207,None,None,2e-05
278,1.2360766157507896,None,None,2e-05
279,1.319083996117115,None,None,2e-05
280,1.106729917228222,None,None,2e-05
281,1.0924593657255173,None,None,2e-05
282,1.221852533519268,None,None,2e-05
283,1.3107096701860428,None,None,2e-05
284,1.3262690901756287,None,None,2e-05
285,1.299238458275795,None,None,2e-05
286,1.2409028112888336,None,None,2e-05
287,1.0797364488244057,None,None,2e-05
288,1.05547846108675,None,None,2e-05
289,1.2110453397035599,None,None,2e-05
290,1.2175423502922058,None,None,2e-05
291,1.0959933996200562,None,None,2e-05
292,1.2728222087025642,None,None,2e-05
293,1.1497194170951843,None,None,2e-05
294,1.2054239436984062,None,None,2e-05
295,1.1784898713231087,None,None,2e-05
296,1.109102837741375,None,None,2e-05
297,1.2680979073047638,None,None,2e-05
298,1.1282253861427307,None,None,2e-05
299,1.3894686102867126,None,None,2e-05
300,1.181386113166809,1.2695217140515644,3.559149863831343,2e-05
301,1.2538943216204643,None,None,2e-05
302,1.1525194719433784,None,None,2e-05
303,1.0266179740428925,None,None,2e-05
304,1.1835416406393051,None,None,2e-05
305,0.9641729444265366,None,None,2e-05
306,1.0768364071846008,None,None,2e-05
307,1.1317846700549126,None,None,2e-05
308,1.19680754840374,None,None,2e-05
309,1.0605319067835808,None,None,2e-05
310,1.127291738986969,None,None,2e-05
311,1.2485387846827507,None,None,2e-05
312,1.3692906498908997,None,None,2e-05
313,1.153185285627842,None,None,2e-05
314,1.0923219919204712,None,None,2e-05
315,1.198511391878128,None,None,2e-05
316,1.1153592839837074,None,None,2e-05
317,1.194333016872406,None,None,2e-05
318,1.1558924615383148,None,None,2e-05
319,1.0611468479037285,None,None,2e-05
320,0.9382420927286148,None,None,2e-05
321,1.1343865022063255,None,None,2e-05
322,1.286887101829052,None,None,2e-05
323,1.204506516456604,None,None,2e-05
324,1.0209220349788666,None,None,2e-05
325,1.1177350282669067,None,None,2e-05
326,1.1662729308009148,None,None,2e-05
327,1.254777431488037,None,None,2e-05
328,0.974289134144783,None,None,2e-05
329,1.1003568172454834,None,None,2e-05
330,0.9976173117756844,None,None,2e-05
331,1.072183333337307,None,None,2e-05
332,1.037683680653572,None,None,2e-05
333,0.9447217956185341,None,None,2e-05
334,1.1154351383447647,None,None,2e-05
335,0.9924660697579384,None,None,2e-05
336,0.9295914247632027,None,None,2e-05
337,1.1033475324511528,None,None,2e-05
338,0.9178490713238716,None,None,2e-05
339,1.0206055045127869,None,None,2e-05
340,1.0365506559610367,None,None,2e-05
341,1.0742135643959045,None,None,2e-05
342,1.153308667242527,None,None,2e-05
343,1.1000603586435318,None,None,2e-05
344,1.181698277592659,None,None,2e-05
345,1.178374096751213,None,None,2e-05
346,0.9976721554994583,None,None,2e-05
347,0.9967296347022057,None,None,2e-05
348,1.0217666998505592,None,None,2e-05
349,1.0837212279438972,None,None,2e-05
350,0.9211557507514954,None,None,2e-05
351,0.8493126183748245,None,None,2e-05
352,1.052629142999649,None,None,2e-05
353,1.0446335077285767,None,None,2e-05
354,1.1020954921841621,None,None,2e-05
355,0.950236864387989,None,None,2e-05
356,1.0292977914214134,None,None,2e-05
357,0.9989157915115356,None,None,2e-05
358,0.9790527895092964,None,None,2e-05
359,0.9801187738776207,None,None,2e-05
360,0.9753928929567337,None,None,2e-05
361,0.9387145861983299,None,None,2e-05
362,0.9429062828421593,None,None,2e-05
363,0.8961929082870483,None,None,2e-05
364,0.9168933555483818,None,None,2e-05
365,0.9345762357115746,None,None,2e-05
366,0.9300728514790535,None,None,2e-05
367,1.108024537563324,None,None,2e-05
368,1.0151402354240417,None,None,2e-05
369,1.023547574877739,None,None,2e-05
370,1.0121103078126907,None,None,2e-05
371,1.0898807495832443,None,None,2e-05
372,0.9832864478230476,None,None,2e-05
373,0.905247151851654,None,None,2e-05
374,0.971100702881813,None,None,2e-05
375,0.9229184538125992,None,None,2e-05
376,0.9642638638615608,None,None,2e-05
377,1.0275908187031746,None,None,2e-05
378,0.8781033530831337,None,None,2e-05
379,0.8919804319739342,None,None,2e-05
380,1.1377196609973907,None,None,2e-05
381,1.0486371219158173,None,None,2e-05
382,0.8669855296611786,None,None,2e-05
383,0.9467231631278992,None,None,2e-05
384,1.102805957198143,None,None,2e-05
385,0.9239240661263466,None,None,2e-05
386,0.82939163595438,None,None,2e-05
387,0.8827033340930939,None,None,2e-05
388,0.8630799502134323,None,None,2e-05
389,0.9812562689185143,None,None,2e-05
390,0.8500409945845604,None,None,2e-05
391,0.8872993588447571,None,None,2e-05
392,0.9518890380859375,None,None,2e-05
393,0.817565992474556,None,None,2e-05
394,0.8962246030569077,None,None,2e-05
395,1.0050299689173698,None,None,2e-05
396,0.8698184341192245,None,None,2e-05
397,0.9955201968550682,None,None,2e-05
398,0.8864745572209358,None,None,2e-05
399,0.9703662171959877,None,None,2e-05
400,0.8773444220423698,1.0100253272056579,2.7456705542990925,2e-05
401,0.8867345079779625,None,None,2e-05
402,0.8644315078854561,None,None,2e-05
403,1.0524616912007332,None,None,2e-05
404,1.0471714660525322,None,None,2e-05
405,0.8520347326993942,None,None,2e-05
406,0.7824022993445396,None,None,2e-05
407,0.899863213300705,None,None,2e-05
408,0.9117838814854622,None,None,2e-05
409,0.8145456835627556,None,None,2e-05
410,0.8761632815003395,None,None,2e-05
411,0.822271928191185,None,None,2e-05
412,0.8423984497785568,None,None,2e-05
413,0.7483913525938988,None,None,2e-05
414,0.9899580553174019,None,None,2e-05
415,0.719050794839859,None,None,2e-05
416,0.842836856842041,None,None,2e-05
417,0.6690901666879654,None,None,2e-05
418,0.8192540481686592,None,None,2e-05
419,0.8583021685481071,None,None,2e-05
420,0.9398204684257507,None,None,2e-05
421,0.7631887793540955,None,None,2e-05
422,0.9141232445836067,None,None,2e-05
423,0.9777213484048843,None,None,2e-05
424,0.8539954386651516,None,None,2e-05
425,0.8883587419986725,None,None,2e-05
426,0.8066505640745163,None,None,2e-05
427,0.8078480996191502,None,None,2e-05
428,0.8075320273637772,None,None,2e-05
429,0.8223423734307289,None,None,2e-05
430,0.7828903570771217,None,None,2e-05
431,0.7919520512223244,None,None,2e-05
432,0.8614304289221764,None,None,2e-05
433,0.8190630748867989,None,None,2e-05
434,0.7238729819655418,None,None,2e-05
435,0.8871771693229675,None,None,2e-05
436,0.8313164636492729,None,None,2e-05
437,0.7884401828050613,None,None,2e-05
438,0.8792124502360821,None,None,2e-05
439,0.958718866109848,None,None,2e-05
440,0.7970094569027424,None,None,2e-05
441,0.8608635738492012,None,None,2e-05
442,0.8098404407501221,None,None,2e-05
443,0.9210979864001274,None,None,2e-05
444,0.7223182134330273,None,None,2e-05
445,0.8484601154923439,None,None,2e-05
446,0.9263757094740868,None,None,2e-05
447,0.950003694742918,None,None,2e-05
448,0.8348700441420078,None,None,2e-05
449,0.7622436359524727,None,None,2e-05
450,0.7508747540414333,None,None,2e-05
451,0.7102858871221542,None,None,2e-05
452,0.9042278900742531,None,None,2e-05
453,0.772382028400898,None,None,2e-05
454,0.9787304699420929,None,None,2e-05
455,0.6833177171647549,None,None,2e-05
456,0.8540235497057438,None,None,2e-05
457,0.7138570323586464,None,None,2e-05
458,0.7020178623497486,None,None,2e-05
459,0.8765410594642162,None,None,2e-05
460,0.8538256585597992,None,None,2e-05
461,0.8833242803812027,None,None,2e-05
462,0.8219228461384773,None,None,2e-05
463,0.7839039750397205,None,None,2e-05
464,0.7952510081231594,None,None,2e-05
465,0.6536855325102806,None,None,2e-05
466,0.8706101104617119,None,None,2e-05
467,0.6961483471095562,None,None,2e-05
468,0.7683878690004349,None,None,2e-05
469,0.9696009904146194,None,None,2e-05
470,0.7954438664019108,None,None,2e-05
471,0.7606731429696083,None,None,2e-05
472,0.6363744623959064,None,None,2e-05
473,0.7857766598463058,None,None,2e-05
474,0.711447149515152,None,None,2e-05
475,0.7290543988347054,None,None,2e-05
476,0.8191162198781967,None,None,2e-05
477,0.795108325779438,None,None,2e-05
478,0.8155902251601219,None,None,2e-05
479,0.684990007430315,None,None,2e-05
480,0.7052396833896637,None,None,2e-05
481,0.7292886152863503,None,None,2e-05
482,0.80703005194664,None,None,2e-05
483,0.7465468347072601,None,None,2e-05
484,0.7876842841506004,None,None,2e-05
485,0.6599123850464821,None,None,2e-05
486,0.6966917887330055,None,None,2e-05
487,0.653862539678812,None,None,2e-05
488,0.6642164476215839,None,None,2e-05
489,0.7386725172400475,None,None,2e-05
490,0.7888849042356014,None,None,2e-05
491,0.7474425993859768,None,None,2e-05
492,0.5695549510419369,None,None,2e-05
493,0.7247434891760349,None,None,2e-05
494,0.7030610665678978,None,None,2e-05
495,0.7257729098200798,None,None,2e-05
496,0.6848102323710918,None,None,2e-05
497,0.7138721346855164,None,None,2e-05
498,0.817454993724823,None,None,2e-05
499,0.7975944131612778,None,None,2e-05
500,0.6674898117780685,0.8055879354476929,2.2380119186304497,2e-05
501,0.7054434567689896,None,None,2e-05
502,0.7587885744869709,None,None,2e-05
503,0.7516531981527805,None,None,2e-05
504,0.6823097802698612,None,None,2e-05
505,0.6152523867785931,None,None,2e-05
506,0.7419688329100609,None,None,2e-05
507,0.5874418392777443,None,None,2e-05
508,0.7610486075282097,None,None,2e-05
509,0.6706042550504208,None,None,2e-05
510,0.7194474376738071,None,None,2e-05
511,0.6557467691600323,None,None,2e-05
512,0.7304140515625477,None,None,2e-05
513,0.7258985266089439,None,None,2e-05
514,0.711428314447403,None,None,2e-05
515,0.6588941775262356,None,None,2e-05
516,0.6703114844858646,None,None,2e-05
517,0.7233006060123444,None,None,2e-05
518,0.639919251203537,None,None,2e-05
519,0.6698575168848038,None,None,2e-05
520,0.6026790328323841,None,None,2e-05
521,0.640886202454567,None,None,2e-05
522,0.6752652078866959,None,None,2e-05
523,0.7496866509318352,None,None,2e-05
524,0.7488212399184704,None,None,2e-05
525,0.6532691717147827,None,None,2e-05
526,0.6341547630727291,None,None,2e-05
527,0.6481029130518436,None,None,2e-05
528,0.6348367594182491,None,None,2e-05
529,0.7067583575844765,None,None,2e-05
530,0.5804365277290344,None,None,2e-05
531,0.6727160252630711,None,None,2e-05
532,0.6469141021370888,None,None,2e-05
533,0.7273334674537182,None,None,2e-05
534,0.6701151505112648,None,None,2e-05
535,0.6009007915854454,None,None,2e-05
536,0.5638241544365883,None,None,2e-05
537,0.6520540155470371,None,None,2e-05
538,0.6558245494961739,None,None,2e-05
539,0.6111919991672039,None,None,2e-05
540,0.5187827050685883,None,None,2e-05
541,0.6361267305910587,None,None,2e-05
542,0.6847889870405197,None,None,2e-05
543,0.5407768376171589,None,None,2e-05
544,0.5685409344732761,None,None,2e-05
545,0.7485521212220192,None,None,2e-05
546,0.5974139012396336,None,None,2e-05
547,0.6587788499891758,None,None,2e-05
548,0.7378576621413231,None,None,2e-05
549,0.5843271836638451,None,None,2e-05
550,0.5825667977333069,None,None,2e-05
551,0.7118164785206318,None,None,2e-05
552,0.5230779089033604,None,None,2e-05
553,0.6985290721058846,None,None,2e-05
554,0.7568556144833565,None,None,2e-05
555,0.6141550168395042,None,None,2e-05
556,0.5092651136219501,None,None,2e-05
557,0.5267220512032509,None,None,2e-05
558,0.6629782058298588,None,None,2e-05
559,0.6334763206541538,None,None,2e-05
560,0.5534511283040047,None,None,2e-05
561,0.5305191427469254,None,None,2e-05
562,0.6167205683887005,None,None,2e-05
563,0.5618909299373627,None,None,2e-05
564,0.5972632430493832,None,None,2e-05
565,0.5695565193891525,None,None,2e-05
566,0.5336479879915714,None,None,2e-05
567,0.6011861152946949,None,None,2e-05
568,0.5896372832357883,None,None,2e-05
569,0.5350294560194016,None,None,2e-05
570,0.5718418397009373,None,None,2e-05
571,0.5490147024393082,None,None,2e-05
572,0.5133906975388527,None,None,2e-05
573,0.6318588890135288,None,None,2e-05
574,0.539122961461544,None,None,2e-05
575,0.5813849754631519,None,None,2e-05
576,0.5152388475835323,None,None,2e-05
577,0.4632333442568779,None,None,2e-05
578,0.6345480158925056,None,None,2e-05
579,0.5249708443880081,None,None,2e-05
580,0.484426774084568,None,None,2e-05
581,0.533256147056818,None,None,2e-05
582,0.4472791589796543,None,None,2e-05
583,0.4763013906776905,None,None,2e-05
584,0.48602286353707314,None,None,2e-05
585,0.6925303265452385,None,None,2e-05
586,0.5076732560992241,None,None,2e-05
587,0.600530244410038,None,None,2e-05
588,0.4564790055155754,None,None,2e-05
589,0.667223297059536,None,None,2e-05
590,0.5987365543842316,None,None,2e-05
591,0.42909254506230354,None,None,2e-05
592,0.5874784961342812,None,None,2e-05
593,0.6154694259166718,None,None,2e-05
594,0.6053737178444862,None,None,2e-05
595,0.7852300703525543,None,None,2e-05
596,0.5127655304968357,None,None,2e-05
597,0.4787132367491722,None,None,2e-05
598,0.4798729307949543,None,None,2e-05
599,0.5718159303069115,None,None,2e-05
600,0.6152176409959793,0.6402594957749049,1.8969730719385114,2e-05
601,0.6426425278186798,None,None,2e-05
602,0.5388281308114529,None,None,2e-05
603,0.5774592887610197,None,None,2e-05
604,0.6159992516040802,None,None,2e-05
605,0.4334101565182209,None,None,2e-05
606,0.545670822262764,None,None,2e-05
607,0.5395996421575546,None,None,2e-05
608,0.43953343108296394,None,None,2e-05
609,0.5438551604747772,None,None,2e-05
610,0.4187212474644184,None,None,2e-05
611,0.5877718292176723,None,None,2e-05
612,0.47373973205685616,None,None,2e-05
613,0.6454063542187214,None,None,2e-05
614,0.5666967071592808,None,None,2e-05
615,0.6018067598342896,None,None,2e-05
616,0.6273455955088139,None,None,2e-05
617,0.58688959851861,None,None,2e-05
618,0.5890347734093666,None,None,2e-05
619,0.47373466566205025,None,None,2e-05
620,0.45447761937975883,None,None,2e-05
621,0.5240114964544773,None,None,2e-05
622,0.47421785816550255,None,None,2e-05
623,0.5149341858923435,None,None,2e-05
624,0.5145731773227453,None,None,2e-05
625,0.4286866392940283,None,None,2e-05
626,0.5144210159778595,None,None,2e-05
627,0.5273164883255959,None,None,2e-05
628,0.554045245051384,None,None,2e-05
629,0.45046695694327354,None,None,2e-05
630,0.4659602902829647,None,None,2e-05
631,0.5015699937939644,None,None,2e-05
632,0.5564818866550922,None,None,2e-05
633,0.48412515223026276,None,None,2e-05
634,0.4984082616865635,None,None,2e-05
635,0.44210636615753174,None,None,2e-05
636,0.580976203083992,None,None,2e-05
637,0.47407860681414604,None,None,2e-05
638,0.4463565871119499,None,None,2e-05
639,0.5505729503929615,None,None,2e-05
640,0.5157480016350746,None,None,2e-05
641,0.4106235485523939,None,None,2e-05
642,0.7883365042507648,None,None,2e-05
643,0.4764837436378002,None,None,2e-05
644,0.4889208506792784,None,None,2e-05
645,0.5389044545590878,None,None,2e-05
646,0.4730101451277733,None,None,2e-05
647,0.557109110057354,None,None,2e-05
648,0.5441131889820099,None,None,2e-05
649,0.49467410147190094,None,None,2e-05
650,0.5130657367408276,None,None,2e-05
651,0.5159389711916447,None,None,2e-05
652,0.4772080332040787,None,None,2e-05
653,0.4540075361728668,None,None,2e-05
654,0.5582466553896666,None,None,2e-05
655,0.4865749441087246,None,None,2e-05
656,0.5580239705741405,None,None,2e-05
657,0.5817492231726646,None,None,2e-05
658,0.4803249314427376,None,None,2e-05
659,0.39883916452527046,None,None,2e-05
660,0.47060098499059677,None,None,2e-05
661,0.4321296326816082,None,None,2e-05
662,0.4790187031030655,None,None,2e-05
663,0.38294317200779915,None,None,2e-05
664,0.4609317295253277,None,None,2e-05
665,0.37732572853565216,None,None,2e-05
666,0.4164629280567169,None,None,2e-05
667,0.47517436370253563,None,None,2e-05
668,0.4504173509776592,None,None,2e-05
669,0.41863859072327614,None,None,2e-05
670,0.45189379155635834,None,None,2e-05
671,0.47776490822434425,None,None,2e-05
672,0.3609735555946827,None,None,2e-05
673,0.550354391336441,None,None,2e-05
674,0.3908670525997877,None,None,2e-05
675,0.5960665419697762,None,None,2e-05
676,0.3803097791969776,None,None,2e-05
677,0.5490386299788952,None,None,2e-05
678,0.4074864313006401,None,None,2e-05
679,0.3750888090580702,None,None,2e-05
680,0.3747303318232298,None,None,2e-05
681,0.5319137386977673,None,None,2e-05
682,0.32816884852945805,None,None,2e-05
683,0.40004071220755577,None,None,2e-05
684,0.4819964785128832,None,None,2e-05
685,0.34843391366302967,None,None,2e-05
686,0.3921263515949249,None,None,2e-05
687,0.2740109860897064,None,None,2e-05
688,0.40423290990293026,None,None,2e-05
689,0.44183551520109177,None,None,2e-05
690,0.3250882513821125,None,None,2e-05
691,0.5369864888489246,None,None,2e-05
692,0.35167569294571877,None,None,2e-05
693,0.5025353878736496,None,None,2e-05
694,0.4249256048351526,None,None,2e-05
695,0.3616291806101799,None,None,2e-05
696,0.4472092241048813,None,None,2e-05
697,0.41043078526854515,None,None,2e-05
698,0.355146499350667,None,None,2e-05
699,0.4099423326551914,None,None,2e-05
700,0.4098476767539978,0.5212450965245565,1.6841232408156157,2e-05
701,0.4910994954407215,None,None,2e-05
702,0.42718709632754326,None,None,2e-05
703,0.3952529653906822,None,None,2e-05
704,0.34517147578299046,None,None,2e-05
705,0.4505896046757698,None,None,2e-05
706,0.37559322640299797,None,None,2e-05
707,0.39783971197903156,None,None,2e-05
708,0.4087483771145344,None,None,2e-05
709,0.41268314234912395,None,None,2e-05
710,0.42924914695322514,None,None,2e-05
711,0.42884546518325806,None,None,2e-05
712,0.5290679521858692,None,None,2e-05
713,0.34893161430954933,None,None,2e-05
714,0.3685067053884268,None,None,2e-05
715,0.5414165146648884,None,None,2e-05
716,0.39093292504549026,None,None,2e-05
717,0.3179291822016239,None,None,2e-05
718,0.3442990202456713,None,None,2e-05
719,0.33584099262952805,None,None,2e-05
720,0.3836049549281597,None,None,2e-05
721,0.3143754471093416,None,None,2e-05
722,0.4078214969485998,None,None,2e-05
723,0.4025356788188219,None,None,2e-05
724,0.4287611488252878,None,None,2e-05
725,0.3990090824663639,None,None,2e-05
726,0.3319474756717682,None,None,2e-05
727,0.4468804970383644,None,None,2e-05
728,0.3874210733920336,None,None,2e-05
729,0.3786114100366831,None,None,2e-05
730,0.29810318909585476,None,None,2e-05
731,0.44214133359491825,None,None,2e-05
732,0.3604597393423319,None,None,2e-05
733,0.4883322212845087,None,None,2e-05
734,0.33309541270136833,None,None,2e-05
735,0.4551389254629612,None,None,2e-05
736,0.3017432503402233,None,None,2e-05
737,0.45399020053446293,None,None,2e-05
738,0.5051603987812996,None,None,2e-05
739,0.43226176127791405,None,None,2e-05
740,0.3624640814960003,None,None,2e-05
741,0.3570117708295584,None,None,2e-05
742,0.3733513616025448,None,None,2e-05
743,0.4535994529724121,None,None,2e-05
744,0.5202502626925707,None,None,2e-05
745,0.3536442592740059,None,None,2e-05
746,0.40427615866065025,None,None,2e-05
747,0.3291198369115591,None,None,2e-05
748,0.38144493848085403,None,None,2e-05
749,0.4372357912361622,None,None,2e-05
750,0.3566617798060179,None,None,2e-05
751,0.35901820100843906,None,None,2e-05
752,0.4387468695640564,None,None,2e-05
753,0.42314667254686356,None,None,2e-05
754,0.34205471351742744,None,None,2e-05
755,0.44646889716386795,None,None,2e-05
756,0.38096277974545956,None,None,2e-05
757,0.3498020227998495,None,None,2e-05
758,0.4609406031668186,None,None,2e-05
759,0.26328837871551514,None,None,2e-05
760,0.3787465263158083,None,None,2e-05
761,0.38988230377435684,None,None,2e-05
762,0.36244175024330616,None,None,2e-05
763,0.3392009623348713,None,None,2e-05
764,0.3071360159665346,None,None,2e-05
765,0.39407413080334663,None,None,2e-05
766,0.32230797968804836,None,None,2e-05
767,0.32488891668617725,None,None,2e-05
768,0.42585858702659607,None,None,2e-05
769,0.331064198166132,None,None,2e-05
770,0.3985544890165329,None,None,2e-05
771,0.35064607486128807,None,None,2e-05
772,0.40771338529884815,None,None,2e-05
773,0.4362723957747221,None,None,2e-05
774,0.3371113110333681,None,None,2e-05
775,0.4371528681367636,None,None,2e-05
776,0.3627698887139559,None,None,2e-05
777,0.30254485830664635,None,None,2e-05
778,0.37992764450609684,None,None,2e-05
779,0.38538732565939426,None,None,2e-05
780,0.27419454231858253,None,None,2e-05
781,0.29885912872850895,None,None,2e-05
782,0.29550181329250336,None,None,2e-05
783,0.3771797176450491,None,None,2e-05
784,0.3183757420629263,None,None,2e-05
785,0.2633150853216648,None,None,2e-05
786,0.3594104088842869,None,None,2e-05
787,0.3496088143438101,None,None,2e-05
788,0.30887406319379807,None,None,2e-05
789,0.313388304784894,None,None,2e-05
790,0.3624289147555828,None,None,2e-05
791,0.3106038700789213,None,None,2e-05
792,0.3785692695528269,None,None,2e-05
793,0.41250087693333626,None,None,2e-05
794,0.39135270193219185,None,None,2e-05
795,0.47024791315197945,None,None,2e-05
796,0.3077951706945896,None,None,2e-05
797,0.4536698218435049,None,None,2e-05
798,0.2679633926600218,None,None,2e-05
799,0.30122679844498634,None,None,2e-05
800,0.3356283586472273,0.4243619346618652,1.5286147523379012,2e-05
801,0.3619418330490589,None,None,2e-05
802,0.38517096266150475,None,None,2e-05
803,0.2935399357229471,None,None,2e-05
804,0.37779308296740055,None,None,2e-05
805,0.33831432461738586,None,None,2e-05
806,0.3420299533754587,None,None,2e-05
807,0.30514038540422916,None,None,2e-05
808,0.2841782607138157,None,None,2e-05
809,0.3351996559649706,None,None,2e-05
810,0.37874136306345463,None,None,2e-05
811,0.34840347804129124,None,None,2e-05
812,0.295148516073823,None,None,2e-05
813,0.33622779697179794,None,None,2e-05
814,0.27630795910954475,None,None,2e-05
815,0.3465962465852499,None,None,2e-05
816,0.3125620521605015,None,None,2e-05
817,0.5192483775317669,None,None,2e-05
818,0.23585981875658035,None,None,2e-05
819,0.34897854551672935,None,None,2e-05
820,0.3129640184342861,None,None,2e-05
821,0.41732540633529425,None,None,2e-05
822,0.37461310625076294,None,None,2e-05
823,0.29539234191179276,None,None,2e-05
824,0.331904424354434,None,None,2e-05
825,0.2566465921700001,None,None,2e-05
826,0.3612253274768591,None,None,2e-05
827,0.3623577691614628,None,None,2e-05
828,0.2472712118178606,None,None,2e-05
829,0.4160102568566799,None,None,2e-05
830,0.2892369795590639,None,None,2e-05
831,0.32622900791466236,None,None,2e-05
832,0.41684211790561676,None,None,2e-05
833,0.2561379261314869,None,None,2e-05
834,0.3792133256793022,None,None,2e-05
835,0.2591555919498205,None,None,2e-05
836,0.3476925194263458,None,None,2e-05
837,0.3101852461695671,None,None,2e-05
838,0.28100290335714817,None,None,2e-05
839,0.24629667401313782,None,None,2e-05
840,0.3922795206308365,None,None,2e-05
841,0.27584339305758476,None,None,2e-05
842,0.3452586214989424,None,None,2e-05
843,0.2544866260141134,None,None,2e-05
844,0.27095168456435204,None,None,2e-05
845,0.36753277108073235,None,None,2e-05
846,0.25657614693045616,None,None,2e-05
847,0.37630385998636484,None,None,2e-05
848,0.3136639427393675,None,None,2e-05
849,0.2696333434432745,None,None,2e-05
850,0.34374078549444675,None,None,2e-05
851,0.2423944566398859,None,None,2e-05
852,0.32739667780697346,None,None,2e-05
853,0.32902941666543484,None,None,2e-05
854,0.24040089175105095,None,None,2e-05
855,0.2620258051902056,None,None,2e-05
856,0.21244757995009422,None,None,2e-05
857,0.18949334137141705,None,None,2e-05
858,0.26175706833601,None,None,2e-05
859,0.3863563183695078,None,None,2e-05
860,0.2806169241666794,None,None,2e-05
861,0.2955304402858019,None,None,2e-05
862,0.2586579183116555,None,None,2e-05
863,0.3352459501475096,None,None,2e-05
864,0.32396637834608555,None,None,2e-05
865,0.27855981327593327,None,None,2e-05
866,0.2804501075297594,None,None,2e-05
867,0.3357185386121273,None,None,2e-05
868,0.26623717695474625,None,None,2e-05
869,0.3424595668911934,None,None,2e-05
870,0.30147859267890453,None,None,2e-05
871,0.2744593657553196,None,None,2e-05
872,0.22492914088070393,None,None,2e-05
873,0.23931961227208376,None,None,2e-05
874,0.2146723922342062,None,None,2e-05
875,0.38141091354191303,None,None,2e-05
876,0.2627644371241331,None,None,2e-05
877,0.2834636587649584,None,None,2e-05
878,0.2808333355933428,None,None,2e-05
879,0.3245625365525484,None,None,2e-05
880,0.21030325256288052,None,None,2e-05
881,0.27081472612917423,None,None,2e-05
882,0.3495597876608372,None,None,2e-05
883,0.31880675349384546,None,None,2e-05
884,0.25148122012615204,None,None,2e-05
885,0.2621099716052413,None,None,2e-05
886,0.336503928527236,None,None,2e-05
887,0.2818808238953352,None,None,2e-05
888,0.3109710942953825,None,None,2e-05
889,0.2669419441372156,None,None,2e-05
890,0.3574796970933676,None,None,2e-05
891,0.27527797035872936,None,None,2e-05
892,0.19606325402855873,None,None,2e-05
893,0.33192371018230915,None,None,2e-05
894,0.3530075866729021,None,None,2e-05
895,0.21096396818757057,None,None,2e-05
896,0.3278790460899472,None,None,2e-05
897,0.22460922226309776,None,None,2e-05
898,0.24033096060156822,None,None,2e-05
899,0.2924545966088772,None,None,2e-05
900,0.26941134221851826,0.3613802776734034,1.4353091731438619,2e-05
901,0.2461726013571024,None,None,2e-05
902,0.2717975499108434,None,None,2e-05
903,0.26640111580491066,None,None,2e-05
904,0.30491637252271175,None,None,2e-05
905,0.28334940131753683,None,None,2e-05
906,0.27866372652351856,None,None,2e-05
907,0.30939390882849693,None,None,2e-05
908,0.2724864957854152,None,None,2e-05
909,0.23311538342386484,None,None,2e-05
910,0.32950498163700104,None,None,2e-05
911,0.25695581547915936,None,None,2e-05
912,0.36645625345408916,None,None,2e-05
913,0.23281905986368656,None,None,2e-05
914,0.18356757797300816,None,None,2e-05
915,0.3311203848570585,None,None,2e-05
916,0.23769329767674208,None,None,2e-05
917,0.3166381549090147,None,None,2e-05
918,0.2995806820690632,None,None,2e-05
919,0.29032797180116177,None,None,2e-05
920,0.1976991705596447,None,None,2e-05
921,0.3076410470530391,None,None,2e-05
922,0.23728379048407078,None,None,2e-05
923,0.22397324908524752,None,None,2e-05
924,0.2717601843178272,None,None,2e-05
925,0.24651584774255753,None,None,2e-05
926,0.218079948797822,None,None,2e-05
927,0.23912490531802177,None,None,2e-05
928,0.27925547026097775,None,None,2e-05
929,0.19324381463229656,None,None,2e-05
930,0.21376958303153515,None,None,2e-05
931,0.25610336661338806,None,None,2e-05
932,0.2449609860777855,None,None,2e-05
933,0.21094714850187302,None,None,2e-05
934,0.2497727768495679,None,None,2e-05
935,0.19362040050327778,None,None,2e-05
936,0.3117138650268316,None,None,2e-05
937,0.24424660485237837,None,None,2e-05
938,0.34353786148130894,None,None,2e-05
939,0.2650612276047468,None,None,2e-05
940,0.19912491273134947,None,None,2e-05
941,0.3002261817455292,None,None,2e-05
942,0.27786614187061787,None,None,2e-05
943,0.29868085496127605,None,None,2e-05
944,0.3406573086977005,None,None,2e-05
945,0.23953099455684423,None,None,2e-05
946,0.23471915815025568,None,None,2e-05
947,0.22971067391335964,None,None,2e-05
948,0.2523669768124819,None,None,2e-05
949,0.24226050078868866,None,None,2e-05
950,0.22909153811633587,None,None,2e-05
951,0.23840558901429176,None,None,2e-05
952,0.27173235826194286,None,None,2e-05
953,0.24175042379647493,None,None,2e-05
954,0.32581524550914764,None,None,2e-05
955,0.23029949888586998,None,None,2e-05
956,0.31688171811401844,None,None,2e-05
957,0.20754047390073538,None,None,2e-05
958,0.22383768297731876,None,None,2e-05
959,0.2271738238632679,None,None,2e-05
960,0.29524690099060535,None,None,2e-05
961,0.2679588794708252,None,None,2e-05
962,0.28034826181828976,None,None,2e-05
963,0.24251134786754847,None,None,2e-05
964,0.2951580509543419,None,None,2e-05
965,0.20683781430125237,None,None,2e-05
966,0.21373349241912365,None,None,2e-05
967,0.16058302484452724,None,None,2e-05
968,0.2747149523347616,None,None,2e-05
969,0.21643309574574232,None,None,2e-05
970,0.21270966716110706,None,None,2e-05
971,0.23107499349862337,None,None,2e-05
972,0.31812434177845716,None,None,2e-05
973,0.20389128848910332,None,None,2e-05
974,0.27876269072294235,None,None,2e-05
975,0.33432207722216845,None,None,2e-05
976,0.2235050229355693,None,None,2e-05
977,0.23257502540946007,None,None,2e-05
978,0.20397264696657658,None,None,2e-05
979,0.18768707569688559,None,None,2e-05
980,0.20506846066564322,None,None,2e-05
981,0.24087853822857141,None,None,2e-05
982,0.2152798492461443,None,None,2e-05
983,0.20570152439177036,None,None,2e-05
984,0.303055714815855,None,None,2e-05
985,0.2683182470500469,None,None,2e-05
986,0.32761078514158726,None,None,2e-05
987,0.17594860773533583,None,None,2e-05
988,0.2124567711725831,None,None,2e-05
989,0.2943982593715191,None,None,2e-05
990,0.24800152704119682,None,None,2e-05
991,0.24715036898851395,None,None,2e-05
992,0.17351961322128773,None,None,2e-05
993,0.2143412558361888,None,None,2e-05
994,0.2953307293355465,None,None,2e-05
995,0.18465332686901093,None,None,2e-05
996,0.22176744602620602,None,None,2e-05
997,0.19920417200773954,None,None,2e-05
998,0.16190624982118607,None,None,2e-05
999,0.2656880412250757,None,None,2e-05
1000,0.21846376918256283,0.3057414907217026,1.3576313008929501,2e-05
1001,0.15688989125192165,None,None,2e-05
1002,0.2089139660820365,None,None,2e-05
1003,0.19886876177042723,None,None,2e-05
1004,0.21413975954055786,None,None,2e-05
1005,0.18966774828732014,None,None,2e-05
1006,0.2637917436659336,None,None,2e-05
1007,0.19158015213906765,None,None,2e-05
1008,0.21085229702293873,None,None,2e-05
1009,0.31015480775386095,None,None,2e-05
1010,0.26967317052185535,None,None,2e-05
1011,0.241744845174253,None,None,2e-05
1012,0.22009945195168257,None,None,2e-05
1013,0.1445802105590701,None,None,2e-05
1014,0.2691789409145713,None,None,2e-05
1015,0.22764472663402557,None,None,2e-05
1016,0.22592899296432734,None,None,2e-05
1017,0.13186838664114475,None,None,2e-05
1018,0.14391414355486631,None,None,2e-05
1019,0.17463022470474243,None,None,2e-05
1020,0.17308455798774958,None,None,2e-05
1021,0.3118295893073082,None,None,2e-05
1022,0.1841737236827612,None,None,2e-05
1023,0.2045324370265007,None,None,2e-05
1024,0.13774806633591652,None,None,2e-05
1025,0.2563496623188257,None,None,2e-05
1026,0.18096559215337038,None,None,2e-05
1027,0.18718648608773947,None,None,2e-05
1028,0.16713913716375828,None,None,2e-05
1029,0.1921495832502842,None,None,2e-05
1030,0.21153031941503286,None,None,2e-05
1031,0.16109741758555174,None,None,2e-05
1032,0.2950601880438626,None,None,2e-05
1033,0.24544633459299803,None,None,2e-05
1034,0.2053263084962964,None,None,2e-05
1035,0.3157817590981722,None,None,2e-05
1036,0.24165480211377144,None,None,2e-05
1037,0.21327843982726336,None,None,2e-05
1038,0.19000977370887995,None,None,2e-05
1039,0.2303895615041256,None,None,2e-05
1040,0.15998652670532465,None,None,2e-05
1041,0.23596514016389847,None,None,2e-05
1042,0.194579198025167,None,None,2e-05
1043,0.19932351261377335,None,None,2e-05
1044,0.20007285475730896,None,None,2e-05
1045,0.16445507667958736,None,None,2e-05
1046,0.23086488991975784,None,None,2e-05
1047,0.161231460981071,None,None,2e-05
1048,0.2334051290526986,None,None,2e-05
1049,0.2724085561931133,None,None,2e-05
1050,0.2432806622236967,None,None,2e-05
1051,0.17694840673357248,None,None,2e-05
1052,0.28494652546942234,None,None,2e-05
1053,0.1575956605374813,None,None,2e-05
1054,0.2692051138728857,None,None,2e-05
1055,0.17248323559761047,None,None,2e-05
1056,0.2962628612294793,None,None,2e-05
1057,0.2526730438694358,None,None,2e-05
1058,0.21521438378840685,None,None,2e-05
1059,0.16972641926258802,None,None,2e-05
1060,0.15075407270342112,None,None,2e-05
1061,0.26126884762197733,None,None,2e-05
1062,0.1817370941862464,None,None,2e-05
1063,0.2346579721197486,None,None,2e-05
1064,0.16231029853224754,None,None,2e-05
1065,0.2219141898676753,None,None,2e-05
1066,0.2319217137992382,None,None,2e-05
1067,0.1543560540303588,None,None,2e-05
1068,0.2447512522339821,None,None,2e-05
1069,0.21601359732449055,None,None,2e-05
1070,0.15276906173676252,None,None,2e-05
1071,0.1522657135501504,None,None,2e-05
1072,0.18734951131045818,None,None,2e-05
1073,0.19556180573999882,None,None,2e-05
1074,0.22091563791036606,None,None,2e-05
1075,0.14082259126007557,None,None,2e-05
1076,0.2811478963121772,None,None,2e-05
1077,0.14551733061671257,None,None,2e-05
1078,0.23522278852760792,None,None,2e-05
1079,0.3064004057087004,None,None,2e-05
1080,0.15156082343310118,None,None,2e-05
1081,0.23983637522906065,None,None,2e-05
1082,0.1806510053575039,None,None,2e-05
1083,0.23361283168196678,None,None,2e-05
1084,0.14508092496544123,None,None,2e-05
1085,0.17725927382707596,None,None,2e-05
1086,0.18119185511022806,None,None,2e-05
1087,0.21640378795564175,None,None,2e-05
1088,0.2045394331216812,None,None,2e-05
1089,0.14883764553815126,None,None,2e-05
1090,0.15325975976884365,None,None,2e-05
1091,0.20653920993208885,None,None,2e-05
1092,0.14503802452236414,None,None,2e-05
1093,0.1560771083459258,None,None,2e-05
1094,0.16858192160725594,None,None,2e-05
1095,0.18520362116396427,None,None,2e-05
1096,0.2224221145734191,None,None,2e-05
1097,0.19841525610536337,None,None,2e-05
1098,0.19107069075107574,None,None,2e-05
1099,0.1462620459496975,None,None,2e-05
1100,0.19317145366221666,0.2660773867368698,1.304836031782538,2e-05
1101,0.1753430115059018,None,None,2e-05
1102,0.14182135742157698,None,None,2e-05
1103,0.17320586275309324,None,None,2e-05
1104,0.21220603957772255,None,None,2e-05
1105,0.13793467544019222,None,None,2e-05
1106,0.1993019706569612,None,None,2e-05
1107,0.19889439921826124,None,None,2e-05
1108,0.16976585146039724,None,None,2e-05
1109,0.2622493915259838,None,None,2e-05
1110,0.12853433564305305,None,None,2e-05
1111,0.2554188733920455,None,None,2e-05
1112,0.13507454376667738,None,None,2e-05
1113,0.20257796440273523,None,None,2e-05
1114,0.22346610855311155,None,None,2e-05
1115,0.17552438843995333,None,None,2e-05
1116,0.25322883762419224,None,None,2e-05
1117,0.16562476381659508,None,None,2e-05
1118,0.17703446187078953,None,None,2e-05
1119,0.14046394219622016,None,None,2e-05
1120,0.20424659084528685,None,None,2e-05
1121,0.14415062218904495,None,None,2e-05
1122,0.11003229627385736,None,None,2e-05
1123,0.17842554114758968,None,None,2e-05
1124,0.182915517129004,None,None,2e-05
1125,0.24494743160903454,None,None,2e-05
1126,0.14050066331401467,None,None,2e-05
1127,0.16170512605458498,None,None,2e-05
1128,0.28884131368249655,None,None,2e-05
1129,0.14032712997868657,None,None,2e-05
1130,0.1495514214038849,None,None,2e-05
1131,0.18321269191801548,None,None,2e-05
1132,0.1682196594774723,None,None,2e-05
1133,0.2271101474761963,None,None,2e-05
1134,0.29053959995508194,None,None,2e-05
1135,0.22765217628329992,None,None,2e-05
1136,0.16434500366449356,None,None,2e-05
1137,0.21379428077489138,None,None,2e-05
1138,0.1787145035341382,None,None,2e-05
1139,0.1629427233710885,None,None,2e-05
1140,0.17569746915251017,None,None,2e-05
1141,0.17705942504107952,None,None,2e-05
1142,0.16968480218201876,None,None,2e-05
1143,0.20118559198454022,None,None,2e-05
1144,0.13099635671824217,None,None,2e-05
1145,0.2327681938186288,None,None,2e-05
1146,0.19823661353439093,None,None,2e-05
1147,0.15853058826178312,None,None,2e-05
1148,0.18527989089488983,None,None,2e-05
1149,0.17238478548824787,None,None,2e-05
1150,0.18098580837249756,None,None,2e-05
1151,0.17823267029598355,None,None,2e-05
1152,0.18768930714577436,None,None,2e-05
1153,0.17813807632774115,None,None,2e-05
1154,0.15267739724367857,None,None,2e-05
1155,0.1500853570178151,None,None,2e-05
1156,0.19305119290947914,None,None,2e-05
1157,0.2595939617604017,None,None,2e-05
1158,0.22287175711244345,None,None,2e-05
1159,0.1482454352080822,None,None,2e-05
1160,0.1506286202929914,None,None,2e-05
1161,0.23721319623291492,None,None,2e-05
1162,0.14839634485542774,None,None,2e-05
1163,0.19320244807749987,None,None,2e-05
1164,0.12208925187587738,None,None,2e-05
1165,0.1188717046752572,None,None,2e-05
1166,0.1477219918742776,None,None,2e-05
1167,0.13231411250308156,None,None,2e-05
1168,0.21048546768724918,None,None,2e-05
1169,0.11864038277417421,None,None,2e-05
1170,0.14499254990369081,None,None,2e-05
1171,0.2606329647824168,None,None,2e-05
1172,0.12485404778271914,None,None,2e-05
1173,0.09980922751128674,None,None,2e-05
1174,0.14357956033200026,None,None,2e-05
1175,0.18644130695611238,None,None,2e-05
1176,0.1842710431665182,None,None,2e-05
1177,0.16212251409888268,None,None,2e-05
1178,0.1580122597515583,None,None,2e-05
1179,0.13097347086295485,None,None,2e-05
1180,0.13302835589274764,None,None,2e-05
1181,0.14574947766959667,None,None,2e-05
1182,0.1546881259419024,None,None,2e-05
1183,0.17933677975088358,None,None,2e-05
1184,0.10104626975953579,None,None,2e-05
1185,0.17103199008852243,None,None,2e-05
1186,0.1483780713751912,None,None,2e-05
1187,0.14552859775722027,None,None,2e-05
1188,0.19122371543198824,None,None,2e-05
1189,0.12288633268326521,None,None,2e-05
1190,0.10356262233108282,None,None,2e-05
1191,0.1678215954452753,None,None,2e-05
1192,0.11813260987401009,None,None,2e-05
1193,0.1246391637250781,None,None,2e-05
1194,0.1384459501132369,None,None,2e-05
1195,0.20922434469684958,None,None,2e-05
1196,0.21087625809013844,None,None,2e-05
1197,0.1325465887784958,None,None,2e-05
1198,0.17296011233702302,None,None,2e-05
1199,0.17169525939971209,0.22703046803673108,1.254868100725223,2e-05