Mohit (abhay7000000)

Race #2308

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Official speed 66.85 wpm (101.96 seconds elapsed during race)
Without ending ping 68.23 wpm (2,067 ms delay sending score to TypeRacer’s server)
Timerless 70.13 wpm (2,706 ms elapsed before first character typed; 97.19 seconds elapsed during race)
Timerless minus one 70.01 wpm, ignoring the first character typed
Race Start April 4, 2025 4:39:16pm UTC
Race Finish April 4, 2025 4:40:58pm UTC
Outcome Win (1 of 3)
Accuracy 97.4%
Points 96.94
Text #3640614 (Length: 568 characters)

I basically know of two principles for treating complicated systems in simple ways; the first is the principle of modularity and the second is the principle of abstraction. I am an apologist for computational probability in machine learning, and particularly for graphical models and variational methods, because I believe that probability theory implements these two principles in deep and intriguing ways - namely through factorization and through averaging. Exploiting these two mechanisms as fully as possible seems to me to be the way forward in machine learning.
Characters typed I basically know of wttwo principles offor treating complicated systems in simple ways; the first is the rpinpricnncipelle of modularity and the second is the principle of abstarraction. AI am an aplologist for computational probability in mancchine learning, and particularyly afor graphical models and variational methods, because I believe that probability theory implements these two principles in deep and intriguing ways - namely through factorization and through averaging. Explitioiting these two mechanisms as fully as possible seems to me to be the way forarward in mahicnchine learning.
Timing
Character I b a s i c a l l y k n o w o f w t -t -w t
Milliseconds 2706 169 169 134 120 146 127 152 101 164 153 141 165 145 113 101 124 159 19 184 237 243 257 189 75
Character w o p r i n c i p l e s o f -f -o f o r t r e
Milliseconds 97 122 127 150 135 84 138 126 122 162 190 65 178 86 132 101 333 199 108 109 125 115 217 200 109
Character a t i n g c o m p l i c a t e d s y s t e m s
Milliseconds 135 70 111 87 97 99 184 84 74 196 196 158 125 183 102 118 389 141 185 101 117 181 181 105 186
Character i n s i m p l e w a y s ; t h e f i r s
Milliseconds 79 272 105 157 498 85 151 197 191 34 177 136 180 116 235 265 166 86 88 45 117 81 121 81 182
Character t i s t h e r p i n -n -i -p -r p r i c n -n -c n
Milliseconds 33 86 120 141 103 85 83 51 116 196 58 130 139 293 186 195 190 312 104 146 169 187 348 336 268
Character c i p e l -l -e l e o f m o d u l a r i t y a
Milliseconds 144 99 187 213 50 432 184 252 187 159 157 134 81 159 154 125 140 168 16 199 107 146 72 151 65
Character n d t h e s e c o n d i s t h e p r i n
Milliseconds 95 67 284 0 0 52 82 347 153 221 84 64 158 112 392 109 109 70 112 53 97 84 115 83 84
Character c i p l e o f a b s t a r -r -a r a c t i o n .
Milliseconds 109 134 474 224 93 141 76 90 109 169 171 226 108 225 52 387 178 87 152 177 150 106 31 88 243
Character A -A I a m a n a p l -l o l o g i s t f o
Milliseconds 134 415 551 239 198 150 79 135 100 133 133 594 159 531 523 233 179 168 96 134 134 133 142 125 101
Character r c o m p u t a t i o n a l p r o b a b i l i
Milliseconds 116 83 669 133 153 202 145 133 150 98 233 91 127 182 134 231 384 232 124 228 125 117 293 240 162
Character t y i n m a n c -c -n c h i n e l e a r n i n
Milliseconds 198 118 155 100 115 110 137 99 172 178 364 140 185 115 79 106 93 131 159 77 165 70 66 100 149
Character g , a n d p a r t i c u l a r y -y l y a -a f
Milliseconds 35 199 131 80 80 118 61 145 100 86 203 115 145 69 183 121 95 150 349 219 90 175 66 374 110
Character o r g r a p h i c a l m o d e l s a n d v
Milliseconds 157 129 115 241 191 119 116 107 126 120 189 62 132 152 194 136 199 124 193 189 409 127 58 119 117
Character a r i a t i o n a l m e t h o d s , b e c a u
Milliseconds 145 142 143 167 108 115 59 118 139 126 175 160 104 165 180 149 152 148 102 122 144 112 241 173 40
Character s e I b e l i e v e t h a t p r o b a b i
Milliseconds 166 125 110 250 118 149 106 68 111 97 154 131 83 135 113 227 0 0 171 137 121 338 157 118 465
Character l i t y t h e o r y i m p l e m e n t s t h
Milliseconds 167 132 271 97 167 87 83 113 51 152 134 181 636 179 132 188 31 149 115 152 100 183 184 235 99
Character e s e t w o p r i n c i p l e s i n d e e
Milliseconds 132 152 118 129 152 339 158 123 264 164 119 83 152 107 146 198 130 266 188 162 102 149 220 218 184
Character p a n d i n t r i g u i n g w a y s - n
Milliseconds 62 171 100 61 119 41 162 105 205 234 91 127 122 129 110 77 135 130 134 114 155 125 569 175 161
Character a m e l y t h r o u g h f a c t o r i z a t i
Milliseconds 197 85 116 102 183 144 371 115 101 82 61 110 116 121 199 310 223 193 151 136 118 279 250 85 99
Character o n a n d t h r o u g h a v e r a g i n g .
Milliseconds 73 95 165 234 71 115 100 67 135 95 101 51 116 131 104 346 134 150 150 138 289 148 94 132 124
Character E x p l i t i -i -t -i o i t i n g t h e s e t
Milliseconds 131 302 282 213 249 136 170 112 352 410 172 220 192 200 110 138 60 158 88 82 116 170 113 182 101
Character w o m e c h a n i s m s a s f u l l y a s
Milliseconds 151 120 195 167 87 336 129 221 649 161 102 148 118 171 116 96 135 152 178 190 202 143 162 129 148
Character p o s s i b l e s e e m s t o m e t o
Milliseconds 94 148 154 180 174 79 198 123 94 117 332 0 125 159 350 174 111 102 98 146 68 125 140 119 84
Character b e t h e w a y f o r a r -r -a w a r d i n
Milliseconds 149 72 95 119 136 69 48 178 156 75 129 160 112 118 273 162 317 182 122 113 163 240 145 144 72
Character m a h i c n -n -c -i -h c h i n e l e a r n i n g
Milliseconds 134 650 130 151 120 133 0 399 187 178 202 302 136 83 150 72 144 231 82 122 97 463 108 113 97
Character .
Milliseconds 169
WPM Timing
Seconds WPM
2.04 0
4.08 29.42
6.12 39.23
8.16 51.49
10.2 52.96
12.24 57.87
14.27 59.69
16.31 61.05
18.35 66.04
20.39 61.2
22.43 57.78
24.47 58.85
26.51 61.56
28.55 64.31
30.59 64.34
32.63 63.63
34.67 62.65
36.71 60.48
38.74 61.01
40.78 61.49
42.82 61.65
44.86 61.52
46.9 63.71
48.94 63.51
50.98 63.79
53.02 64.05
55.06 65.17
57.1 65.78
59.14 66.96
61.18 66.89
63.21 67.01
65.25 67.12
67.29 67.41
69.33 68.02
71.37 68.43
73.41 68.33
75.45 68.55
77.49 69.38
79.53 69.56
81.57 68.41
83.61 68.46
85.65 68.23
87.69 68.43
89.72 68.74
91.76 69.18
93.8 69.46
95.84 68.99
97.88 67.92
99.92 68.21
101.96 66.85