bhanu (bhanuteja449896)

Race #5

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Official speed 65.23 wpm (104.49 seconds elapsed during race)
Without ending ping 65.35 wpm (187 ms delay sending score to TypeRacer’s server)
Timerless 65.59 wpm (393 ms elapsed before first character typed; 103.91 seconds elapsed during race)
Timerless minus one 65.48 wpm, ignoring the first character typed
Race Start July 15, 2024 12:56:51pm UTC
Race Finish July 15, 2024 12:58:35pm UTC
Outcome No win (2 of 3)
Accuracy 95.4%
Points 94.59
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 two principles for tereating complicatesd systems in simple ways; the irfirst is the principle ofmo modularity and the second is the principle of abstaraction. I am an apologist for computaitionsal probability in machine learning, and particuallarly for graphical nodmmodels and variational mnehtothdods, because I believe that probability theroory implemneents therset t two princpliples in deep naand intriguing wayss - namely through factorizatiobn n and through abbveraging.. Exploiting thsesee two mechanismas ans fully sas fpossible seems to me to be the way forwwaard in machine leanrning.
Timing
Character I b a s i c a l l y k n o w o f t w o p
Milliseconds 393 147 83 149 182 138 83 164 102 130 136 119 114 104 96 99 116 118 24 424 146 124 130 101 120
Character r i n c i p l e s f o r t e -e r e a t i n g
Milliseconds 114 134 82 180 136 282 187 117 138 73 192 127 86 99 107 148 263 68 132 168 85 129 88 102 61
Character c o m p l i c a t e s -s d s y s t e m s i n
Milliseconds 136 91 127 493 153 100 137 81 173 144 196 417 140 97 54 214 117 125 151 99 228 366 154 136 84
Character s i m p l e w a y s ; t h e i r -r -i f i r s
Milliseconds 132 135 123 117 351 141 123 177 239 87 73 337 154 150 52 84 61 170 114 398 120 166 132 100 127
Character t i s t h e p r i n c i p l e o f m o -o -m
Milliseconds 71 142 110 40 143 80 69 66 46 121 31 171 140 312 136 160 172 187 145 67 64 205 306 207 99
Character m o d u l a r i t y a n d t h e s e c o n
Milliseconds 199 171 137 174 117 598 75 115 178 119 99 86 147 87 96 70 115 30 86 23 116 112 288 86 81
Character d i s t h e p r i n c i p l e o f a b s
Milliseconds 86 111 120 156 171 86 50 92 20 134 40 146 216 152 187 165 196 129 74 114 35 100 133 146 118
Character t a -a r a c t i o n . I a m a n a p o l o
Milliseconds 174 174 335 87 115 153 230 87 48 103 160 171 94 127 144 83 111 121 85 99 219 154 158 409 226
Character g i s t f o r c o m p u t a i -i t i o n s -s a
Milliseconds 235 101 93 122 135 73 145 84 147 187 102 126 135 383 284 137 134 301 78 116 134 75 137 425 114
Character l p r o b a b i l i t y i n m a c h i n e
Milliseconds 121 146 184 117 95 152 134 146 135 134 214 214 114 117 110 154 98 150 152 105 110 57 147 150 85
Character l e a r n i n g , a n d p a r t i c u a l -l -a
Milliseconds 89 125 135 96 117 157 128 116 102 148 89 74 70 85 116 229 121 201 118 128 203 152 85 254 122
Character l a r l y f o r g r a p h i c a l n o d -d -o
Milliseconds 200 105 594 160 191 101 133 147 87 160 366 174 137 86 199 144 182 91 98 128 137 150 63 343 152
Character m -m -n m o d e l s a n d v a r i a t i o n a l
Milliseconds 167 298 36 610 497 100 156 95 122 115 160 52 113 107 126 121 121 161 587 97 75 58 99 288 134
Character m n -n e h t o -o -t -h t h d -d o d s , b e c a u
Milliseconds 128 131 12 397 232 166 85 150 258 123 132 234 128 153 365 222 98 128 57 183 177 73 170 110 139
Character s e I b e l i e v e t h a t p r o b a b i
Milliseconds 110 77 187 246 91 104 89 107 120 198 187 158 221 86 70 94 94 138 234 89 115 149 130 237 168
Character l i t y t h e r o -o -r o r y i m p l e m n e -e
Milliseconds 140 91 203 109 104 180 58 110 65 119 432 119 383 102 114 71 208 126 97 183 201 136 207 109 233
Character -n e n t s t h e r -r s e t t -t - -t t w o p
Milliseconds 112 131 122 131 322 151 97 65 81 89 306 354 49 149 36 21 403 111 281 182 89 148 129 139 103
Character r i n c p l -l -p i p l e s i n d e e p n a -a
Milliseconds 114 80 118 122 412 231 252 111 220 172 143 109 152 131 79 150 102 70 192 165 72 179 118 84 330
Character -n a n d i n t r i g u i n g w a y s s - -s
Milliseconds 106 431 114 101 126 173 121 117 143 99 288 270 185 124 88 119 113 198 82 205 87 98 321 122 91
Character - n a m e l y t h r o u g h f a c t o r i z
Milliseconds 165 133 133 132 113 101 105 211 107 92 108 126 105 129 107 152 95 303 213 131 235 121 62 166 409
Character a t i o b n - -n -b n a n d t h r o u g h a
Milliseconds 229 182 135 37 95 31 122 349 99 145 201 121 189 444 132 150 83 145 179 115 380 182 98 164 317
Character b -b b -b v e r a g i n g . . - -. E x p l o i t
Milliseconds 436 425 160 413 123 244 84 433 152 151 134 132 99 138 178 331 119 165 124 225 187 172 193 374 562
Character i n g t h s -s e s e e -e t w o m e c h a n i
Milliseconds 102 103 114 86 160 102 398 283 86 130 96 21 505 330 152 187 132 96 165 138 170 93 103 97 128
Character s m a -a s a n -n s f u l l y s -s a s f -f p
Milliseconds 145 112 171 415 201 145 102 100 295 109 130 295 20 360 354 205 145 150 309 108 114 158 135 511 332
Character o s s i b l e s e e m s t o m e t o b e
Milliseconds 187 145 201 93 157 177 158 133 331 78 153 222 526 189 162 56 120 78 85 133 247 89 144 101 130
Character t h e w a y f o r w w a -a -w a r d i n m
Milliseconds 108 98 115 70 111 121 235 114 194 136 122 134 176 24 259 209 111 133 192 187 123 125 128 99 118
Character a c h i n e l e a n -n r n i n g .
Milliseconds 94 150 68 93 123 116 116 148 435 156 150 377 219 188 110 97 121 114
WPM Timing
Seconds WPM
2.09 80.39
4.18 83.26
6.27 80.39
8.36 81.82
10.45 76.94
12.54 75.6
14.63 73.01
16.72 76.8
18.81 74.01
20.9 75.22
22.99 78.3
25.08 78.48
27.17 79.06
29.26 78.75
31.35 77.33
33.44 76.8
35.53 77.35
37.62 78.79
39.71 77.06
41.8 76.66
43.89 74.65
45.98 73.86
48.07 73.9
50.16 71.78
52.25 71.66
54.34 72.44
56.43 72.73
58.52 71.98
60.61 71.48
62.7 69.86
64.78 69.09
66.87 69.44
68.96 69.08
71.05 68.74
73.14 69.56
75.23 69.22
77.32 68.44
79.41 68.15
81.5 66.99
83.59 66.61
85.68 66.38
87.77 65.62
89.86 65.7
91.95 65.38
94.04 64.57
96.13 64.66
98.22 65.12
100.31 65.08
102.4 65.62
104.49 65.23