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final in the name of Jesus

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Jesselyn Mu
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399 0.3405125933
400 0.3400937693
401 0.3399329379
402 0.3396555061
403 0.3395398187
404 0.3390811131
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408 0.3375710977
409 0.3368766863
410 0.3366522512
411 0.336550759
412 0.3358699965
413 0.3357507789
414 0.3357080228
415 0.3351767876
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417 0.335059785
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435 0.3293209385
436 0.3286767751
437 0.3279549713
438 0.3279466918
439 0.3278344606
440 0.3277051888
441 0.3275895486
442 0.326803713
443 0.326363965
444 0.3257988714
445 0.3255620575
446 0.3253664503
447 0.3248833326
448 0.324858778
449 0.3246800577
450 0.3246786406
451 0.3244680787
452 0.3243385694
453 0.3240310231
454 0.3239253236
455 0.3230211943
456 0.3225396909
457 0.3222628288
458 0.3219055219
459 0.3217021665
460 0.3214838995
461 0.3211571078
462 0.3205851685
463 0.3200808013
464 0.3200221953
465 0.3189763991
466 0.3181254229
467 0.3176546505
468 0.3175456017
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470 0.3172371598
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475 0.3151517819
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479 0.313857101
480 0.3133964347
481 0.3133468332
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483 0.3123844646
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485 0.3122696778
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497 0.30816082
498 0.3076008094
499 0.307312358
500 0.3067583984
501 0.3062308076
502 0.3059783974
1 iter RMSE
2 0 13.58808486
3 1 12.62483223
4 2 11.87960578
5 3 11.01202277
6 4 10.24267735
7 5 9.467276747
8 6 8.836266406
9 7 8.326046733
10 8 7.699500054
11 9 7.162245325
12 10 6.634236654
13 11 6.226534161
14 12 5.925392597
15 13 5.505306039
16 14 5.281901805
17 15 4.96460665
18 16 4.646961549
19 17 4.32976997
20 18 4.1094694
21 19 3.834591208
22 20 3.58965108
23 21 3.450988126
24 22 3.270843636
25 23 3.138291781
26 24 2.988050539
27 25 2.910438669
28 26 2.811270012
29 27 2.700498133
30 28 2.597133725
31 29 2.511189922
32 30 2.401120456
33 31 2.300900425
34 32 2.209069421
35 33 2.129311046
36 34 2.069363841
37 35 1.985829305
38 36 1.911280855
39 37 1.894515034
40 38 1.838204222
41 39 1.785170681
42 40 1.753675201
43 41 1.722030076
44 42 1.67876843
45 43 1.635079647
46 44 1.609427669
47 45 1.583104609
48 46 1.561084152
49 47 1.544661982
50 48 1.530253458
51 49 1.487070936
52 50 1.468509458
53 51 1.445780775
54 52 1.419436702
55 53 1.4031835
56 54 1.381988161
57 55 1.366214971
58 56 1.339571223
59 57 1.335983582
60 58 1.322972843
61 59 1.312056185
62 60 1.298794996
63 61 1.296696703
64 62 1.280953208
65 63 1.249517326
66 64 1.243758843
67 65 1.227270444
68 66 1.221913871
69 67 1.211554868
70 68 1.193791145
71 69 1.176309999
72 70 1.174147845
73 71 1.172532833
74 72 1.159681802
75 73 1.133306101
76 74 1.131125145
77 75 1.124145123
78 76 1.117783438
79 77 1.098780101
80 78 1.090352071
81 79 1.080510671
82 80 1.055927489
83 81 1.047317785
84 82 1.020559186
85 83 1.003359299
86 84 0.9950193282
87 85 0.9746072291
88 86 0.9687993118
89 87 0.9489509266
90 88 0.9442011043
91 89 0.9398444894
92 90 0.9370515146
93 91 0.9332178849
94 92 0.9282521398
95 93 0.9217443
96 94 0.9115363529
97 95 0.9104000641
98 96 0.9001327933
99 97 0.8980751773
100 98 0.8805792328
101 99 0.8776013304
102 100 0.8689851882
103 101 0.8658509989
104 102 0.8637627211
105 103 0.8484368731
106 104 0.8474248221
107 105 0.8426691853
108 106 0.8386346964
109 107 0.828156733
110 108 0.8151322579
111 109 0.8028484747
112 110 0.8002146222
113 111 0.7967169569
114 112 0.7887194594
115 113 0.7859952808
116 114 0.7683267416
117 115 0.7612673592
118 116 0.7470680063
119 117 0.7440705985
120 118 0.7329359942
121 119 0.731214222
122 120 0.7235059755
123 121 0.7180252256
124 122 0.711303956
125 123 0.7068539492
126 124 0.7028971453
127 125 0.6994256689
128 126 0.6916014901
129 127 0.688880964
130 128 0.6815975729
131 129 0.6806228975
132 130 0.6767720669
133 131 0.6720286893
134 132 0.6648085456
135 133 0.6580857251
136 134 0.6534814215
137 135 0.6488846656
138 136 0.6462204842
139 137 0.6405271727
140 138 0.6344025537
141 139 0.6263288023
142 140 0.6206817793
143 141 0.6174178304
144 142 0.6137299779
145 143 0.6099397343
146 144 0.607903817
147 145 0.6003292151
148 146 0.5931800265
149 147 0.5905489975
150 148 0.5873460873
151 149 0.5849497365
152 150 0.5826164565
153 151 0.5783740986
154 152 0.5735266304
155 153 0.5709951355
156 154 0.5673019496
157 155 0.5648214969
158 156 0.5623393232
159 157 0.559730852
160 158 0.5569077712
161 159 0.5557318946
162 160 0.5516971265
163 161 0.5468841888
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167 165 0.5364083166
168 166 0.5319892608
169 167 0.5295244769
170 168 0.5280213327
171 169 0.5263065175
172 170 0.5252276381
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175 173 0.5185456394
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177 175 0.5123790565
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180 178 0.5050291032
181 179 0.5043777207
182 180 0.5013010667
183 181 0.4984627705
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185 183 0.4940402214
186 184 0.4928892254
187 185 0.4907074494
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191 189 0.4835907636
192 190 0.4817217575
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194 192 0.4781820036
195 193 0.4762474883
196 194 0.4744650541
197 195 0.4726753707
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203 201 0.4664369881
204 202 0.4642083806
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213 211 0.4515078063
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219 217 0.4466756899
220 218 0.4463571454
221 219 0.4449564513
222 220 0.4433930265
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246 244 0.4247925141
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249 247 0.422406524
250 248 0.4221061701
251 249 0.4216216148
252 250 0.4209266672
253 251 0.4207103968
254 252 0.4200544886
255 253 0.4188705018
256 254 0.4188679978
257 255 0.4180786362
258 256 0.4175746323
259 257 0.4175379476
260 258 0.4162431524
261 259 0.414917431
262 260 0.4136165046
263 261 0.4125298369
264 262 0.4116519923
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266 264 0.4099374536
267 265 0.4093114873
268 266 0.4077541623
269 267 0.4071381409
270 268 0.4064735012
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275 273 0.403390502
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280 278 0.3995497889
281 279 0.3979759218
282 280 0.3979319483
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285 283 0.395215138
286 284 0.3946613442
287 285 0.3935966052
288 286 0.3930598637
289 287 0.3917066514
290 288 0.3913164683
291 289 0.390912542
292 290 0.3904180604
293 291 0.3904014674
294 292 0.3895520859
295 293 0.3885736358
296 294 0.388147543
297 295 0.3878462694
298 296 0.3875113131
299 297 0.3870290096
300 298 0.3865674143
301 299 0.3858039114
302 300 0.3858017702
303 301 0.3857553577
304 302 0.3846671317
305 303 0.3843946786
306 304 0.3835134942
307 305 0.3823072693
308 306 0.3820568223
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310 308 0.3816959291
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313 311 0.3808179988
314 312 0.3803765403
315 313 0.3800856614
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319 317 0.3771809616
320 318 0.3767438289
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354 352 0.3612599472
355 353 0.3609652811
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363 361 0.3548056563
364 362 0.3545563741
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367 365 0.3535024318
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370 368 0.3527832319
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376 374 0.3508656042
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380 378 0.3492648976
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504 502 0.3059783974

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notebook/catboost_info/test_error.tsv Normal file
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@ -0,0 +1,504 @@
iter RMSE
0 21.5261995
1 20.06499534
2 18.63753152
3 17.25077535
4 16.08098645
5 15.32143623
6 14.62243848
7 13.9359882
8 13.02306464
9 12.14731641
10 11.78130419
11 10.9101119
12 10.18333378
13 9.68060184
14 9.390656391
15 8.770066041
16 8.330302018
17 8.020429427
18 7.743997431
19 7.295843263
20 6.897093769
21 6.509593762
22 6.314763929
23 5.947162874
24 5.639212069
25 5.365624828
26 5.140718925
27 4.919676922
28 4.722395214
29 4.491366362
30 4.310338356
31 4.118490049
32 3.964234775
33 3.846185156
34 3.763515134
35 3.597185329
36 3.489823648
37 3.38785753
38 3.36814006
39 3.297736307
40 3.169878647
41 3.11586723
42 3.007502869
43 2.949831941
44 2.9101797
45 2.871667312
46 2.829581211
47 2.74953091
48 2.676016661
49 2.615325143
50 2.607938616
51 2.584820148
52 2.565760544
53 2.557087868
54 2.527172348
55 2.512061883
56 2.49412679
57 2.490508627
58 2.441443872
59 2.424949588
60 2.398479781
61 2.388771764
62 2.374596584
63 2.364077224
64 2.339945641
65 2.316088478
66 2.317898012
67 2.312381111
68 2.309495326
69 2.290687386
70 2.273707987
71 2.269508594
72 2.263025913
73 2.251764845
74 2.23783075
75 2.177028229
76 2.175045481
77 2.171806188
78 2.168661166
79 2.16427116
80 2.160264046
81 2.12960503
82 2.114152373
83 2.102971314
84 2.094570007
85 2.085163847
86 2.083033935
87 2.08027107
88 2.080454995
89 2.043565453
90 2.038091199
91 2.03593609
92 2.021346938
93 2.015963113
94 1.992427874
95 1.989332559
96 1.972201155
97 1.959428556
98 1.960560846
99 1.94706647
100 1.900880801
101 1.8832891
102 1.88132658
103 1.87851986
104 1.830534071
105 1.817892737
106 1.816272046
107 1.768972503
108 1.764173392
109 1.743371293
110 1.74025631
111 1.73185268
112 1.727539381
113 1.726279249
114 1.72657802
115 1.686461662
116 1.677439504
117 1.667032236
118 1.629213018
119 1.601311492
120 1.580998163
121 1.579498456
122 1.562711499
123 1.539444885
124 1.539693341
125 1.521351601
126 1.508220228
127 1.502569494
128 1.501149719
129 1.493041028
130 1.485294273
131 1.474411817
132 1.466613709
133 1.460054265
134 1.459251982
135 1.444900733
136 1.438880204
137 1.399021634
138 1.387210306
139 1.384464012
140 1.383450801
141 1.354489575
142 1.341025171
143 1.336950235
144 1.323965093
145 1.3220113
146 1.320141217
147 1.282726523
148 1.27300974
149 1.272307093
150 1.246671944
151 1.239740446
152 1.215877102
153 1.20609588
154 1.200261649
155 1.202506503
156 1.20228445
157 1.198718864
158 1.194191004
159 1.18625758
160 1.182437138
161 1.181199744
162 1.177089186
163 1.1720047
164 1.17153794
165 1.163473516
166 1.151628143
167 1.144397961
168 1.12784685
169 1.113101033
170 1.109003365
171 1.102163864
172 1.100201006
173 1.100195806
174 1.097681974
175 1.080696319
176 1.078191128
177 1.068107548
178 1.05975053
179 1.049974463
180 1.050103849
181 1.04119877
182 1.040467453
183 1.039174418
184 1.039188284
185 1.039196034
186 1.032869214
187 1.028032444
188 1.028362923
189 1.025464159
190 1.009330117
191 1.001721856
192 1.00342615
193 1.003372637
194 0.9982616018
195 0.9925217159
196 0.9946617774
197 0.9899798566
198 0.9859205376
199 0.9822794671
200 0.9760661597
201 0.9646421405
202 0.9471411358
203 0.9412097802
204 0.9411883099
205 0.9403357559
206 0.9396921532
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209 0.9377566443
210 0.9365230214
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212 0.9365285286
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215 0.9268057469
216 0.924350886
217 0.9178882432
218 0.917860295
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220 0.9102074911
221 0.9018881906
222 0.9010942328
223 0.8951664016
224 0.8935962302
225 0.8928190853
226 0.8928148037
227 0.8920729076
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1 iter RMSE
2 0 21.5261995
3 1 20.06499534
4 2 18.63753152
5 3 17.25077535
6 4 16.08098645
7 5 15.32143623
8 6 14.62243848
9 7 13.9359882
10 8 13.02306464
11 9 12.14731641
12 10 11.78130419
13 11 10.9101119
14 12 10.18333378
15 13 9.68060184
16 14 9.390656391
17 15 8.770066041
18 16 8.330302018
19 17 8.020429427
20 18 7.743997431
21 19 7.295843263
22 20 6.897093769
23 21 6.509593762
24 22 6.314763929
25 23 5.947162874
26 24 5.639212069
27 25 5.365624828
28 26 5.140718925
29 27 4.919676922
30 28 4.722395214
31 29 4.491366362
32 30 4.310338356
33 31 4.118490049
34 32 3.964234775
35 33 3.846185156
36 34 3.763515134
37 35 3.597185329
38 36 3.489823648
39 37 3.38785753
40 38 3.36814006
41 39 3.297736307
42 40 3.169878647
43 41 3.11586723
44 42 3.007502869
45 43 2.949831941
46 44 2.9101797
47 45 2.871667312
48 46 2.829581211
49 47 2.74953091
50 48 2.676016661
51 49 2.615325143
52 50 2.607938616
53 51 2.584820148
54 52 2.565760544
55 53 2.557087868
56 54 2.527172348
57 55 2.512061883
58 56 2.49412679
59 57 2.490508627
60 58 2.441443872
61 59 2.424949588
62 60 2.398479781
63 61 2.388771764
64 62 2.374596584
65 63 2.364077224
66 64 2.339945641
67 65 2.316088478
68 66 2.317898012
69 67 2.312381111
70 68 2.309495326
71 69 2.290687386
72 70 2.273707987
73 71 2.269508594
74 72 2.263025913
75 73 2.251764845
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90 88 2.080454995
91 89 2.043565453
92 90 2.038091199
93 91 2.03593609
94 92 2.021346938
95 93 2.015963113
96 94 1.992427874
97 95 1.989332559
98 96 1.972201155
99 97 1.959428556
100 98 1.960560846
101 99 1.94706647
102 100 1.900880801
103 101 1.8832891
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105 103 1.87851986
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107 105 1.817892737
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131 129 1.493041028
132 130 1.485294273
133 131 1.474411817
134 132 1.466613709
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136 134 1.459251982
137 135 1.444900733
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139 137 1.399021634
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145 143 1.336950235
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148 146 1.320141217
149 147 1.282726523
150 148 1.27300974
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152 150 1.246671944
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176 174 1.097681974
177 175 1.080696319
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179 177 1.068107548
180 178 1.05975053
181 179 1.049974463
182 180 1.050103849
183 181 1.04119877
184 182 1.040467453
185 183 1.039174418
186 184 1.039188284
187 185 1.039196034
188 186 1.032869214
189 187 1.028032444
190 188 1.028362923
191 189 1.025464159
192 190 1.009330117
193 191 1.001721856
194 192 1.00342615
195 193 1.003372637
196 194 0.9982616018
197 195 0.9925217159
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200 198 0.9859205376
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203 201 0.9646421405
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206 204 0.9411883099
207 205 0.9403357559
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217 215 0.9268057469
218 216 0.924350886
219 217 0.9178882432
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221 219 0.9178747694
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504
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iter Passed Remaining
0 21 10693
1 47 11830
2 71 11953
3 96 11989
4 120 11996
5 141 11754
6 167 11890
7 186 11514
8 211 11596
9 230 11346
10 254 11402
11 279 11422
12 293 11072
13 317 11096
14 343 11173
15 378 11532
16 418 11965
17 449 12106
18 477 12167
19 511 12348
20 541 12422
21 566 12390
22 594 12397
23 621 12401
24 647 12387
25 678 12452
26 705 12437
27 731 12402
28 759 12411
29 788 12433
30 815 12413
31 842 12396
32 869 12390
33 897 12377
34 925 12369
35 951 12347
36 978 12326
37 994 12164
38 1023 12180
39 1060 12270
40 1095 12347
41 1124 12337
42 1152 12333
43 1192 12435
44 1224 12463
45 1252 12441
46 1284 12464
47 1312 12444
48 1341 12426
49 1400 12691
50 1455 12901
51 1485 12881
52 1511 12834
53 1541 12817
54 1570 12790
55 1599 12770
56 1628 12739
57 1657 12713
58 1678 12635
59 1706 12601
60 1735 12578
61 1767 12573
62 1798 12558
63 1827 12535
64 1856 12513
65 1884 12476
66 1912 12445
67 1939 12405
68 1966 12365
69 1992 12324
70 2010 12234
71 2034 12179
72 2062 12148
73 2089 12113
74 2114 12068
75 2138 12013
76 2163 11968
77 2187 11921
78 2212 11874
79 2236 11825
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502 16859 0
1 iter Passed Remaining
2 0 21 10693
3 1 47 11830
4 2 71 11953
5 3 96 11989
6 4 120 11996
7 5 141 11754
8 6 167 11890
9 7 186 11514
10 8 211 11596
11 9 230 11346
12 10 254 11402
13 11 279 11422
14 12 293 11072
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17 15 378 11532
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22 20 541 12422
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32 30 815 12413
33 31 842 12396
34 32 869 12390
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49 47 1312 12444
50 48 1341 12426
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53 51 1485 12881
54 52 1511 12834
55 53 1541 12817
56 54 1570 12790
57 55 1599 12770
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59 57 1657 12713
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61 59 1706 12601
62 60 1735 12578
63 61 1767 12573
64 62 1798 12558
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69 67 1939 12405
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72 70 2010 12234
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75 73 2089 12113
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