Peachy (peachycannes)

Race #6

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Official speed 66.10 wpm (103.12 seconds elapsed during race)
Without ending ping 66.51 wpm (640 ms delay sending score to TypeRacer’s server)
Timerless 68.28 wpm (2,653 ms elapsed before first character typed; 99.82 seconds elapsed during race)
Timerless minus one 68.16 wpm, ignoring the first character typed
Race Start February 22, 2025 1:46:54pm UTC
Race Finish February 22, 2025 1:48:37pm UTC
Outcome Win (1 of 3)
Accuracy 98.1%
Points 95.84
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 basiclalallally know of two principles for treating complicated systemess in simple waysl; the first is the principle of modularity and the sconecond is the principle of sabstraction, . I am an apolgogist for computational probability in machine learinignng, 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 mechanism s as fully as possible seems to me ito be the waytt forward in machine learning.
Timing
Character I b a s i c l a l -l -a a l l -l -l -a -l a l l y k
Milliseconds 2653 239 164 116 69 248 102 202 26 172 849 133 137 121 147 204 138 169 153 179 119 168 185 111 133
Character n o w o f t w o p r i n c i p l e s f o r
Milliseconds 164 110 87 159 119 97 136 120 191 119 109 147 145 67 197 47 154 163 159 98 68 251 146 176 27
Character t r e a t i n g c o m p l i c a t e d s y s
Milliseconds 180 142 208 100 121 164 87 213 51 118 115 66 147 138 930 162 69 71 171 79 206 94 199 136 118
Character t e m e s -s -e s i n s i m p l e w a y s l -l
Milliseconds 170 79 108 140 218 222 144 91 107 172 199 30 300 102 198 120 145 86 139 146 84 118 119 365 494
Character ; t h e f i r s t i s t h e p r i n c i
Milliseconds 318 187 438 83 109 98 254 146 86 123 104 142 180 200 101 108 128 67 133 198 97 104 184 55 141
Character p l e o f m o d u l a r i t y a n d t h e
Milliseconds 168 99 140 120 123 85 140 286 145 79 207 161 124 91 402 190 142 159 432 113 94 108 113 120 48
Character s c o n -n -o -c e c o n d i s t h e p r i n
Milliseconds 146 121 398 120 189 346 166 129 90 203 91 197 138 200 148 121 102 97 110 125 146 382 119 129 189
Character c i p l e o f s -s a b s t r a c t i o n , -
Milliseconds 64 141 165 125 134 126 141 119 121 217 309 172 117 245 281 190 83 155 214 29 85 199 139 109 371
Character -, . I a m a n a p o l g -g o g i s t f o
Milliseconds 118 209 116 170 200 169 115 109 341 102 162 115 120 104 264 282 418 185 83 224 367 107 170 570 132
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 78 117 142 74 148 170 187 230 82 338 150 79 579 87 121 89 177 124 116 198 106 117 203 177 93
Character t y i n m a c h i n e l e a r i -i n i g n -n
Milliseconds 114 151 72 191 173 72 255 102 119 61 74 201 314 363 200 102 68 209 241 330 178 82 145 152 412
Character -g n g , a n d p a r t i c u l a r l y f o r
Milliseconds 109 228 129 141 142 248 104 117 148 188 138 94 223 238 146 224 222 113 180 295 191 101 220 131 97
Character g r a p h i c a l m o d e l s a n d v a r
Milliseconds 152 198 238 84 111 184 106 143 202 139 93 222 132 99 99 114 134 160 123 145 75 100 180 152 231
Character i a t i o n a l m e t h o d s , b e c a u s e
Milliseconds 109 143 98 167 86 204 108 114 109 150 111 238 106 90 429 94 220 809 227 93 205 52 89 106 60
Character I b e l i e v e t h a t p r o b a b i l i
Milliseconds 96 197 117 139 59 177 86 91 206 92 100 175 158 58 74 127 207 95 125 210 108 88 239 162 69
Character t y t h e o r y i m p l e m e n t s t h e s
Milliseconds 84 197 87 311 132 185 150 662 67 164 180 180 144 91 146 139 94 120 121 68 129 137 116 103 224
Character e t w o p r i n c i p l e s i n d e e p
Milliseconds 66 203 163 219 127 142 224 128 103 201 92 116 178 204 170 82 200 134 169 162 72 66 195 69 159
Character a n d i n t r i g u i n g w a y s - n a m
Milliseconds 189 129 88 309 242 204 95 200 90 161 117 169 197 102 123 178 69 179 83 286 148 133 319 107 341
Character e l y t h r o u g h f a c t o r i z a t i o n
Milliseconds 108 235 169 103 176 119 115 109 55 160 88 224 406 108 150 198 112 209 158 207 212 162 77 93 181
Character a n d t h r o u g h a v e r a g i n g . E
Milliseconds 34 120 156 60 163 94 124 137 128 68 114 137 223 162 221 70 197 169 389 124 245 88 147 128 278
Character x p l o i t i n g t h e s e t w o m e c h a
Milliseconds 230 128 82 223 280 220 139 214 111 97 242 162 115 300 66 241 230 186 125 70 250 97 221 132 114
Character n i s m - s a s f u l l y a s p o s s i
Milliseconds 234 85 115 233 136 525 80 153 204 218 187 330 119 183 123 179 31 177 106 147 327 142 134 168 84
Character b l e s e e m s t o m e i -i t o b e t
Milliseconds 214 185 100 98 105 264 171 103 159 136 266 50 139 203 82 130 147 322 92 153 120 185 117 115 108
Character h e w a y t -t t - -t f o r w a r d i n m
Milliseconds 113 481 186 257 90 244 0 503 234 145 347 184 556 550 190 228 428 116 106 206 97 107 184 57 161
Character a c h i n e l e a r n i n g .
Milliseconds 69 162 68 82 189 86 87 124 65 74 126 111 91 184 68 148
WPM Timing
Seconds WPM
2.06 0
4.12 20.37
6.19 13.58
8.25 33.46
10.31 44.22
12.37 50.43
14.44 52.37
16.5 53.1
18.56 53.01
20.62 54.7
22.69 58.72
24.75 59.64
26.81 59.98
28.87 59.02
30.93 60.51
33 60
35.06 59.56
37.12 59.8
39.18 58.8
41.25 59.64
43.31 60.4
45.37 61.1
47.43 60.21
49.5 60.37
51.56 60.51
53.62 61.1
55.68 62.28
57.75 62.76
59.81 62.8
61.87 64.01
63.93 64.38
65.99 64.37
68.06 65.06
70.12 65.55
72.18 65.83
74.24 66.11
76.31 66.52
78.37 66.3
80.43 67.14
82.49 67.06
84.56 67.13
86.62 67.19
88.68 66.85
90.74 66.91
92.8 67.24
94.87 67.29
96.93 66.73
98.99 65.58
101.05 65.91
103.12 66.1