Paul (mcbumblehead)

Race #14

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Official speed 67.12 wpm (101.55 seconds elapsed during race)
Without ending ping 67.22 wpm (157 ms delay sending score to TypeRacer’s server)
Timerless 67.66 wpm (656 ms elapsed before first character typed; 100.74 seconds elapsed during race)
Timerless minus one 67.54 wpm, ignoring the first character typed
Race Start July 12, 2024 6:01:02am UTC
Race Finish July 12, 2024 6:02:43am UTC
Outcome Win (1 of 3)
Accuracy 98.2%
Points 97.32
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 basciically know of two principles for treating complicated systems in simple ways; the first is the principle of mudodularirty and the second sis the principle of abstraction. I am an apologist for computationsaaal probability in machine learning, and particularly for graphical models and variational methods, because I bleielieve that probability theory implements these two principles in deep and intriguing ways - namely throught f factorization and through averaging. Exploiting these two mechanisms as fullsy as psooossible seems to me to be the way forward in machine learning.
Timing
Character I b a s c i -i -c i c a l l y k n o w o f t
Milliseconds 656 104 202 358 175 259 218 434 155 233 61 130 126 177 135 154 118 168 160 83 109 144 52 141 411
Character w o p r i n c i p l e s f o r t r e a t i n
Milliseconds 158 126 169 206 140 143 159 194 182 193 257 75 209 92 133 144 72 118 107 154 118 178 118 105 110
Character g c o m p l i c a t e d s y s t e m s i n
Milliseconds 72 88 160 74 110 202 231 133 131 153 186 136 222 102 129 143 80 152 130 186 287 112 210 115 80
Character s i m p l e w a y s ; t h e f i r s t i s
Milliseconds 434 98 110 173 202 56 111 184 204 116 105 855 288 361 170 21 128 115 175 43 237 86 122 152 150
Character t h e p r i n c i p l e o f m u d -d -u o d
Milliseconds 144 113 120 46 106 137 70 199 187 179 132 192 225 46 128 130 65 101 120 248 198 538 249 304 135
Character u l a r i r -r t y a n d t h e s e c o n d
Milliseconds 328 178 111 153 220 131 449 94 168 145 243 111 86 160 127 154 39 525 346 160 230 83 71 130 178
Character s -s i s t h e p r i n c i p l e o f a b s
Milliseconds 281 433 258 34 95 193 128 69 209 368 110 218 152 248 177 236 235 40 128 105 80 187 347 217 176
Character t r a c t i o n . I a m a n a p o l o g i
Milliseconds 144 192 136 251 301 120 136 93 269 79 261 58 197 107 81 133 138 96 289 200 244 236 232 272 293
Character s t f o r c o m p u t a t i o n s a -a a -a -s a
Milliseconds 133 157 144 88 112 88 90 515 59 114 143 191 124 156 154 96 144 63 119 329 419 95 219 178 88
Character l p r o b a b i l i t y i n m a c h i n e
Milliseconds 236 113 266 137 183 138 252 174 190 177 68 140 197 497 203 95 71 155 85 208 103 89 107 117 135
Character l e a r n i n g , a n d p a r t i c u l a r l
Milliseconds 148 157 168 135 161 135 128 114 225 111 134 136 104 57 194 110 120 230 122 135 152 179 110 90 217
Character y f o r g r a p h i c a l m o d e l s a n
Milliseconds 199 127 175 111 114 94 691 207 151 434 161 157 127 153 129 103 161 142 97 213 100 87 120 103 113
Character d v a r i a t i o n a l m e t h o d s , b e
Milliseconds 80 118 188 371 365 134 121 618 109 152 40 221 179 127 417 63 233 167 136 123 217 92 58 168 150
Character c a u s e I b l e i -i -e -l e l i e v e t h a
Milliseconds 139 214 120 112 49 135 338 86 167 153 104 212 341 166 186 46 177 63 314 222 153 154 85 178 56
Character t p r o b a b i l i t y t h e o r y i m p l
Milliseconds 135 81 111 79 177 87 184 168 226 190 120 152 201 137 126 152 90 207 113 185 111 191 114 216 223
Character e m e n t s t h e s e t w o p r i n c i p l
Milliseconds 110 139 77 161 127 183 59 224 102 129 243 86 127 167 414 139 127 538 150 176 132 140 131 267 204
Character e s i n d e e p a n d i n t r i g u i n g
Milliseconds 71 207 80 119 102 101 88 179 167 149 117 98 130 79 75 125 123 125 210 289 501 146 179 155 120
Character w a y s - n a m e l y t h r o u g h t f
Milliseconds 135 146 199 81 151 415 220 68 189 95 167 115 264 238 100 145 175 425 195 102 126 96 136 10 260
Character -f - -t f a c t o r i z a t i o n a n d t h r
Milliseconds 351 173 168 86 105 151 128 265 113 110 179 111 275 208 108 89 62 500 117 145 127 143 239 185 139
Character o u g h a v e r a g i n g . E x p l o i t i n
Milliseconds 303 136 85 155 111 188 156 187 86 163 93 158 133 107 201 96 242 248 172 402 441 159 146 94 103
Character g t h e s e t w o m e c h a n i s m s a s
Milliseconds 129 96 162 86 97 193 38 144 170 308 139 114 343 46 500 194 70 196 130 118 161 171 269 119 529
Character f u l l s -s y a s p s o o -o -o -s o s s i b l
Milliseconds 134 121 145 175 178 53 518 220 91 157 199 80 161 127 154 195 324 184 177 216 81 157 155 173 120
Character e s e e m s t o m e t o b e t h e w
Milliseconds 96 113 457 193 149 172 61 176 62 162 63 156 372 131 173 136 105 222 189 157 159 136 40 160 141
Character a y f o r w a r d i n m a c h i n e l e a
Milliseconds 200 107 144 219 165 72 230 186 73 247 312 159 145 107 145 70 222 88 95 114 83 120 131 57 201
Character r n i n g .
Milliseconds 92 55 97 109 89 133
WPM Timing
Seconds WPM
2.03 29.54
4.06 44.31
6.09 55.15
8.12 62.04
10.15 66.17
12.19 68.93
14.22 69.21
16.25 67.21
18.28 69.59
20.31 67.95
22.34 65.53
24.37 64.99
26.4 63.63
28.43 63.73
30.46 64.21
32.5 64.62
34.53 64.65
36.56 64.99
38.59 64.06
40.62 63.52
42.65 63.87
44.68 64.99
46.71 66.02
48.74 65.49
50.77 66.17
52.81 65.67
54.84 65.87
56.87 66.47
58.9 65.2
60.93 65.98
62.96 66.52
64.99 67.02
67.02 66.6
69.05 67.08
71.08 67.19
73.12 67.29
75.15 67.23
77.18 66.55
79.21 66.66
81.24 66.77
83.27 66.87
85.3 67.24
87.33 66.92
89.36 66.87
91.39 66.44
93.43 66.02
95.46 66
97.49 66.35
99.52 66.44
101.55 67.12