Snippets
Created by
Rasmus Larsen
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 | name old time/op new time/op delta
BM_Contraction_512_512_512_1_false_false [usual fully-connected ] 1.61ms ± 2% 1.67ms ± 5% ~ (p=0.222 n=5+5)
BM_Contraction_512_512_512_2_false_false [usual fully-connected ] 1.00ms ± 3% 0.97ms ±10% ~ (p=0.548 n=5+5)
BM_Contraction_512_512_512_8_false_false [usual fully-connected ] 372µs ± 6% 366µs ±16% ~ (p=1.000 n=5+5)
BM_Contraction_512_512_512_18_false_false [usual fully-connected ] 241µs ± 6% 224µs ± 6% -6.99% (p=0.032 n=5+5)
BM_Contraction_512_512_512_28_false_false [usual fully-connected ] 245µs ± 6% 259µs ± 0% +5.47% (p=0.016 n=5+4)
BM_Contraction_512_512_512_36_false_false [usual fully-connected ] 260µs ± 1% 264µs ± 3% ~ (p=0.222 n=5+5)
BM_Contraction_2048_2048_2048_1_false_false [usual fully-connected ] 265ms ± 3% 266ms ± 7% ~ (p=0.690 n=5+5)
BM_Contraction_2048_2048_2048_2_false_false [usual fully-connected ] 62.2ms ± 0% 60.0ms ± 4% -3.53% (p=0.016 n=4+5)
BM_Contraction_2048_2048_2048_8_false_false [usual fully-connected ] 16.1ms ± 1% 15.9ms ± 1% ~ (p=0.095 n=5+5)
BM_Contraction_2048_2048_2048_18_false_false [usual fully-connected ] 9.38ms ± 7% 8.92ms ± 4% ~ (p=0.056 n=5+5)
BM_Contraction_2048_2048_2048_28_false_false [usual fully-connected ] 8.11ms ± 2% 7.94ms ± 4% ~ (p=0.222 n=5+5)
BM_Contraction_2048_2048_2048_36_false_false [usual fully-connected ] 7.72ms ± 5% 7.82ms ± 6% ~ (p=1.000 n=5+5)
BM_Contraction_128_1024_1024_1_false_false [lstm ] 1.65ms ± 1% 1.62ms ± 3% ~ (p=0.095 n=5+5)
BM_Contraction_128_1024_1024_2_false_false [lstm ] 1.20ms ±13% 1.15ms ±15% ~ (p=0.421 n=5+5)
BM_Contraction_128_1024_1024_8_false_false [lstm ] 424µs ±10% 425µs ±12% ~ (p=0.548 n=5+5)
BM_Contraction_128_1024_1024_18_false_false [lstm ] 305µs ±10% 294µs ± 5% ~ (p=0.421 n=5+5)
BM_Contraction_128_1024_1024_28_false_false [lstm ] 312µs ± 6% 297µs ±10% ~ (p=0.548 n=5+5)
BM_Contraction_128_1024_1024_36_false_false [lstm ] 366µs ± 6% 342µs ±17% ~ (p=0.151 n=5+5)
BM_Contraction_128_2048_4096_1_false_false [translate lstm ] 14.1ms ± 7% 13.3ms ± 0% -5.45% (p=0.016 n=5+4)
BM_Contraction_128_2048_4096_2_false_false [translate lstm ] 8.67ms ± 4% 8.49ms ± 7% ~ (p=0.222 n=5+5)
BM_Contraction_128_2048_4096_8_false_false [translate lstm ] 3.00ms ± 5% 2.92ms ± 4% ~ (p=0.222 n=5+5)
BM_Contraction_128_2048_4096_18_false_false [translate lstm ] 1.79ms ± 2% 1.74ms ± 1% -2.43% (p=0.032 n=5+5)
BM_Contraction_128_2048_4096_28_false_false [translate lstm ] 1.63ms ± 2% 1.60ms ± 1% ~ (p=0.310 n=5+5)
BM_Contraction_128_2048_4096_36_false_false [translate lstm ] 1.29ms ± 1% 1.30ms ± 1% ~ (p=0.310 n=5+5)
BM_Contraction_128_3072_4096_1_false_false [translate lstm ] 20.9ms ± 1% 20.5ms ± 2% ~ (p=0.063 n=4+5)
BM_Contraction_128_3072_4096_2_false_false [translate lstm ] 13.8ms ± 6% 12.9ms ± 6% ~ (p=0.056 n=5+5)
BM_Contraction_128_3072_4096_8_false_false [translate lstm ] 4.30ms ±14% 4.24ms ± 9% ~ (p=1.000 n=5+5)
BM_Contraction_128_3072_4096_18_false_false [translate lstm ] 2.75ms ± 2% 2.73ms ± 1% ~ (p=0.310 n=5+5)
BM_Contraction_128_3072_4096_28_false_false [translate lstm ] 2.45ms ± 3% 2.44ms ± 1% ~ (p=1.000 n=5+5)
BM_Contraction_128_3072_4096_36_false_false [translate lstm ] 1.99ms ± 4% 2.00ms ± 5% ~ (p=0.841 n=5+5)
BM_Contraction_128_4096_2048_1_false_true [translate lstm backwards ] 46.6ms ± 4% 45.2ms ± 4% ~ (p=0.151 n=5+5)
BM_Contraction_128_4096_2048_2_false_true [translate lstm backwards ] 25.8ms ± 3% 25.0ms ± 3% -3.13% (p=0.032 n=5+5)
BM_Contraction_128_4096_2048_8_false_true [translate lstm backwards ] 8.92ms ± 5% 8.62ms ± 4% ~ (p=0.222 n=5+5)
BM_Contraction_128_4096_2048_18_false_true [translate lstm backwards ] 3.97ms ±11% 3.64ms ±15% ~ (p=0.310 n=5+5)
BM_Contraction_128_4096_2048_28_false_true [translate lstm backwards ] 4.24ms ± 7% 4.33ms ± 3% ~ (p=0.548 n=5+5)
BM_Contraction_128_4096_2048_36_false_true [translate lstm backwards ] 2.82ms ± 6% 2.99ms ± 9% ~ (p=0.421 n=5+5)
BM_Contraction_2048_128_4096_1_true_false [translate lstm backwards ] 24.5ms ± 5% 21.8ms ±27% ~ (p=0.222 n=5+5)
BM_Contraction_2048_128_4096_2_true_false [translate lstm backwards ] 8.79ms ± 3% 8.69ms ± 3% ~ (p=0.690 n=5+5)
BM_Contraction_2048_128_4096_8_true_false [translate lstm backwards ] 2.68ms ± 7% 2.62ms ± 1% ~ (p=0.310 n=5+5)
BM_Contraction_2048_128_4096_18_true_false [translate lstm backwards ] 1.78ms ± 6% 1.68ms ±10% ~ (p=0.310 n=5+5)
BM_Contraction_2048_128_4096_28_true_false [translate lstm backwards ] 1.23ms ± 2% 1.22ms ± 3% ~ (p=0.841 n=5+5)
BM_Contraction_2048_128_4096_36_true_false [translate lstm backwards ] 1.44ms ± 3% 1.42ms ± 3% ~ (p=0.222 n=5+5)
BM_Contraction_3072_4096_128_1_false_true [translate lstm backwards ] 52.7ms ± 2% 51.0ms ± 3% ~ (p=0.056 n=5+5)
BM_Contraction_3072_4096_128_2_false_true [translate lstm backwards ] 17.2ms ±25% 20.1ms ±19% ~ (p=0.151 n=5+5)
BM_Contraction_3072_4096_128_8_false_true [translate lstm backwards ] 5.83ms ±20% 6.00ms ±15% ~ (p=0.690 n=5+5)
BM_Contraction_3072_4096_128_18_false_true [translate lstm backwards ] 3.38ms ±10% 3.28ms ± 2% ~ (p=1.000 n=5+5)
BM_Contraction_3072_4096_128_28_false_true [translate lstm backwards ] 3.35ms ± 7% 3.46ms ± 5% ~ (p=0.095 n=5+5)
BM_Contraction_3072_4096_128_36_false_true [translate lstm backwards ] 4.41ms ±24% 3.55ms ±10% ~ (p=0.222 n=5+5)
BM_Contraction_3072_128_4096_1_true_false [translate lstm backwards ] 30.2ms ±15% 29.8ms ± 8% ~ (p=1.000 n=5+5)
BM_Contraction_3072_128_4096_2_true_false [translate lstm backwards ] 14.1ms ± 5% 14.0ms ± 5% ~ (p=1.000 n=5+5)
BM_Contraction_3072_128_4096_8_true_false [translate lstm backwards ] 4.04ms ± 3% 4.01ms ± 2% ~ (p=0.548 n=5+5)
BM_Contraction_3072_128_4096_18_true_false [translate lstm backwards ] 3.11ms ±12% 2.60ms ± 4% -16.67% (p=0.008 n=5+5)
BM_Contraction_3072_128_4096_28_true_false [translate lstm backwards ] 2.09ms ± 2% 2.03ms ± 5% ~ (p=0.095 n=5+5)
BM_Contraction_3072_128_4096_36_true_false [translate lstm backwards ] 2.34ms ± 1% 2.35ms ± 3% ~ (p=0.841 n=5+5)
BM_Contraction_512_512_1024_1_false_false [adbrain lstm ] 3.37ms ± 7% 3.25ms ± 6% ~ (p=0.222 n=5+5)
BM_Contraction_512_512_1024_2_false_false [adbrain lstm ] 1.95ms ± 5% 1.91ms ±14% ~ (p=1.000 n=5+5)
BM_Contraction_512_512_1024_8_false_false [adbrain lstm ] 626µs ± 5% 615µs ± 9% ~ (p=0.841 n=5+5)
BM_Contraction_512_512_1024_18_false_false [adbrain lstm ] 364µs ± 4% 359µs ± 8% ~ (p=0.421 n=5+5)
BM_Contraction_512_512_1024_28_false_false [adbrain lstm ] 357µs ± 2% 351µs ± 4% ~ (p=0.690 n=5+5)
BM_Contraction_512_512_1024_36_false_false [adbrain lstm ] 363µs ± 2% 360µs ± 1% ~ (p=0.421 n=5+5)
BM_Contraction_80_3072_4096_1_false_false [lstm ] 14.3ms ± 1% 13.8ms ± 2% -3.14% (p=0.008 n=5+5)
BM_Contraction_80_3072_4096_2_false_false [lstm ] 8.00ms ± 5% 7.81ms ± 3% ~ (p=0.095 n=5+5)
BM_Contraction_80_3072_4096_8_false_false [lstm ] 3.30ms ± 6% 3.25ms ± 8% ~ (p=1.000 n=5+5)
BM_Contraction_80_3072_4096_18_false_false [lstm ] 2.13ms ± 2% 2.12ms ± 2% ~ (p=0.690 n=5+5)
BM_Contraction_80_3072_4096_28_false_false [lstm ] 1.99ms ± 3% 1.99ms ± 3% ~ (p=0.421 n=5+5)
BM_Contraction_80_3072_4096_36_false_false [lstm ] 1.67ms ± 1% 1.66ms ± 1% ~ (p=0.548 n=5+5)
BM_Contraction_2049_2049_2049_1_false_false [~2k better L1 alignment ] 114ms ± 6% 111ms ± 3% ~ (p=0.095 n=5+5)
BM_Contraction_2049_2049_2049_2_false_false [~2k better L1 alignment ] 60.7ms ± 8% 60.6ms ± 8% ~ (p=0.690 n=5+5)
BM_Contraction_2049_2049_2049_8_false_false [~2k better L1 alignment ] 16.1ms ± 1% 16.0ms ± 5% ~ (p=0.690 n=5+5)
BM_Contraction_2049_2049_2049_18_false_false [~2k better L1 alignment ] 9.25ms ± 3% 9.16ms ± 5% ~ (p=0.841 n=5+5)
BM_Contraction_2049_2049_2049_28_false_false [~2k better L1 alignment ] 7.96ms ± 3% 7.94ms ± 7% ~ (p=1.000 n=5+5)
BM_Contraction_2049_2049_2049_36_false_false [~2k better L1 alignment ] 7.91ms ± 2% 7.98ms ± 2% ~ (p=0.222 n=5+5)
BM_Contraction_2064_2064_2064_1_false_false [~2k better L1 alignment ] 114ms ± 2% 110ms ± 3% -2.84% (p=0.008 n=5+5)
BM_Contraction_2064_2064_2064_2_false_false [~2k better L1 alignment ] 63.2ms ± 3% 58.2ms ±10% ~ (p=0.095 n=5+5)
BM_Contraction_2064_2064_2064_8_false_false [~2k better L1 alignment ] 16.5ms ± 3% 16.3ms ± 2% ~ (p=0.421 n=5+5)
BM_Contraction_2064_2064_2064_18_false_false [~2k better L1 alignment ] 9.45ms ± 9% 9.16ms ± 3% ~ (p=0.548 n=5+5)
BM_Contraction_2064_2064_2064_28_false_false [~2k better L1 alignment ] 8.11ms ± 4% 8.01ms ± 3% ~ (p=0.690 n=5+5)
BM_Contraction_2064_2064_2064_36_false_false [~2k better L1 alignment ] 7.98ms ± 3% 7.92ms ± 3% ~ (p=0.690 n=5+5)
BM_Contraction_4096_4096_4096_1_false_false [big for L2 opt ] 2.04s ± 3% 2.07s ± 3% ~ (p=0.841 n=5+5)
BM_Contraction_4096_4096_4096_2_false_false [big for L2 opt ] 941ms ± 9% 933ms ± 2% ~ (p=1.000 n=5+5)
BM_Contraction_4096_4096_4096_8_false_false [big for L2 opt ] 131ms ± 4% 132ms ± 3% ~ (p=0.548 n=5+5)
BM_Contraction_4096_4096_4096_18_false_false [big for L2 opt ] 68.9ms ± 6% 68.0ms ± 3% ~ (p=1.000 n=5+5)
BM_Contraction_4096_4096_4096_28_false_false [big for L2 opt ] 61.5ms ± 2% 61.3ms ± 3% ~ (p=0.841 n=5+5)
BM_Contraction_4096_4096_4096_36_false_false [big for L2 opt ] 56.2ms ± 4% 56.9ms ± 4% ~ (p=0.841 n=5+5)
BM_Contraction_512_512_512_1_true_false [fully-connected transpose] 1.99ms ± 8% 2.08ms ± 5% ~ (p=0.222 n=5+5)
BM_Contraction_512_512_512_2_true_false [fully-connected transpose] 1.11ms ± 9% 1.20ms ±13% ~ (p=0.151 n=5+5)
BM_Contraction_512_512_512_8_true_false [fully-connected transpose] 404µs ± 8% 400µs ± 2% ~ (p=0.421 n=5+5)
BM_Contraction_512_512_512_18_true_false [fully-connected transpose] 261µs ± 6% 250µs ± 2% ~ (p=0.095 n=5+5)
BM_Contraction_512_512_512_28_true_false [fully-connected transpose] 268µs ± 9% 270µs ± 5% ~ (p=1.000 n=5+5)
BM_Contraction_512_512_512_36_true_false [fully-connected transpose] 283µs ± 3% 282µs ± 2% ~ (p=0.690 n=5+5)
BM_Contraction_512_512_512_1_false_true [fully-connected transpose] 1.89ms ± 4% 1.90ms ± 6% ~ (p=0.841 n=5+5)
BM_Contraction_512_512_512_2_false_true [fully-connected transpose] 1.10ms ± 3% 1.05ms ± 4% ~ (p=0.056 n=5+5)
BM_Contraction_512_512_512_8_false_true [fully-connected transpose] 407µs ± 2% 393µs ± 7% ~ (p=0.151 n=5+5)
BM_Contraction_512_512_512_18_false_true [fully-connected transpose] 251µs ± 4% 244µs ± 4% ~ (p=0.151 n=5+5)
BM_Contraction_512_512_512_28_false_true [fully-connected transpose] 256µs ± 4% 239µs ± 7% -6.79% (p=0.016 n=5+5)
BM_Contraction_512_512_512_36_false_true [fully-connected transpose] 268µs ± 3% 268µs ± 3% ~ (p=0.841 n=5+5)
BM_Contraction_512_512_512_1_true_true [fully-connected transpose] 2.26ms ± 6% 2.25ms ± 2% ~ (p=0.690 n=5+5)
BM_Contraction_512_512_512_2_true_true [fully-connected transpose] 1.22ms ±16% 1.25ms ±11% ~ (p=1.000 n=5+5)
BM_Contraction_512_512_512_8_true_true [fully-connected transpose] 428µs ± 3% 410µs ± 3% -4.28% (p=0.016 n=5+5)
BM_Contraction_512_512_512_18_true_true [fully-connected transpose] 275µs ± 6% 261µs ± 2% -5.05% (p=0.032 n=5+5)
BM_Contraction_512_512_512_28_true_true [fully-connected transpose] 274µs ± 2% 272µs ± 4% ~ (p=0.841 n=5+5)
BM_Contraction_512_512_512_36_true_true [fully-connected transpose] 283µs ± 0% 282µs ± 3% ~ (p=0.730 n=4+5)
BM_Contraction_2048_2048_2048_1_true_false [fully-connected transpose] 278ms ± 9% 278ms ±16% ~ (p=0.841 n=5+5)
BM_Contraction_2048_2048_2048_2_true_false [fully-connected transpose] 88.2ms ± 8% 82.5ms ± 1% ~ (p=0.190 n=5+4)
BM_Contraction_2048_2048_2048_8_true_false [fully-connected transpose] 19.0ms ± 3% 18.8ms ± 2% ~ (p=0.548 n=5+5)
BM_Contraction_2048_2048_2048_18_true_false [fully-connected transpose] 12.2ms ±10% 11.6ms ± 5% ~ (p=0.222 n=5+5)
BM_Contraction_2048_2048_2048_28_true_false [fully-connected transpose] 8.90ms ± 9% 8.50ms ± 4% ~ (p=0.310 n=5+5)
BM_Contraction_2048_2048_2048_36_true_false [fully-connected transpose] 8.21ms ± 4% 8.27ms ± 2% ~ (p=0.548 n=5+5)
BM_Contraction_2048_2048_2048_1_false_true [fully-connected transpose] 275ms ± 4% 268ms ± 2% ~ (p=0.095 n=5+5)
BM_Contraction_2048_2048_2048_2_false_true [fully-connected transpose] 72.5ms ± 5% 71.7ms ± 3% ~ (p=0.548 n=5+5)
BM_Contraction_2048_2048_2048_8_false_true [fully-connected transpose] 18.6ms ± 0% 18.5ms ± 1% ~ (p=0.190 n=4+5)
BM_Contraction_2048_2048_2048_18_false_true [fully-connected transpose] 10.2ms ± 3% 10.0ms ± 7% ~ (p=0.310 n=5+5)
BM_Contraction_2048_2048_2048_28_false_true [fully-connected transpose] 8.82ms ± 2% 8.84ms ± 3% ~ (p=1.000 n=5+5)
BM_Contraction_2048_2048_2048_36_false_true [fully-connected transpose] 8.53ms ± 2% 8.47ms ± 3% ~ (p=0.841 n=5+5)
BM_Contraction_2048_2048_2048_1_true_true [fully-connected transpose] 279ms ±10% 269ms ± 4% ~ (p=0.310 n=5+5)
BM_Contraction_2048_2048_2048_2_true_true [fully-connected transpose] 83.2ms ± 5% 80.1ms ± 5% ~ (p=0.421 n=5+5)
BM_Contraction_2048_2048_2048_8_true_true [fully-connected transpose] 21.3ms ± 2% 21.2ms ± 1% ~ (p=0.690 n=5+5)
BM_Contraction_2048_2048_2048_18_true_true [fully-connected transpose] 12.7ms ± 4% 12.5ms ± 4% ~ (p=0.690 n=5+5)
BM_Contraction_2048_2048_2048_28_true_true [fully-connected transpose] 9.61ms ± 7% 9.56ms ± 2% ~ (p=1.000 n=5+5)
BM_Contraction_2048_2048_2048_36_true_true [fully-connected transpose] 9.01ms ± 1% 8.67ms ± 9% ~ (p=0.151 n=5+5)
BM_Contraction_64_288_128000_1_false_false [DeepVariant #1 ] 41.5ms ± 1% 41.0ms ± 1% -1.02% (p=0.032 n=5+5)
BM_Contraction_64_288_128000_2_false_false [DeepVariant #1 ] 20.3ms ± 9% 20.0ms ± 5% ~ (p=1.000 n=5+5)
BM_Contraction_64_288_128000_8_false_false [DeepVariant #1 ] 5.45ms ± 2% 5.53ms ± 3% ~ (p=0.095 n=5+5)
BM_Contraction_64_288_128000_18_false_false [DeepVariant #1 ] 2.98ms ± 3% 2.89ms ± 2% -3.05% (p=0.032 n=4+5)
BM_Contraction_64_288_128000_28_false_false [DeepVariant #1 ] 2.80ms ± 1% 2.74ms ± 2% -2.25% (p=0.032 n=5+5)
BM_Contraction_64_288_128000_36_false_false [DeepVariant #1 ] 2.69ms ± 2% 2.63ms ± 7% ~ (p=0.421 n=5+5)
BM_Contraction_96_576_128000_1_false_false [DeepVariant #1 ] 104ms ± 2% 104ms ± 3% ~ (p=1.000 n=5+5)
BM_Contraction_96_576_128000_2_false_false [DeepVariant #1 ] 57.3ms ± 7% 62.8ms ± 3% +9.58% (p=0.008 n=5+5)
BM_Contraction_96_576_128000_8_false_false [DeepVariant #1 ] 16.0ms ± 4% 16.2ms ± 6% ~ (p=0.310 n=5+5)
BM_Contraction_96_576_128000_18_false_false [DeepVariant #1 ] 8.77ms ± 2% 8.65ms ± 2% ~ (p=0.222 n=5+5)
BM_Contraction_96_576_128000_28_false_false [DeepVariant #1 ] 8.72ms ± 1% 8.49ms ± 4% ~ (p=0.151 n=5+5)
BM_Contraction_96_576_128000_36_false_false [DeepVariant #1 ] 8.85ms ± 1% 8.59ms ± 9% ~ (p=0.690 n=5+5)
BM_Contraction_96_864_128000_1_false_false [DeepVariant #1 ] 146ms ± 1% 147ms ± 3% ~ (p=0.548 n=5+5)
BM_Contraction_96_864_128000_2_false_false [DeepVariant #1 ] 79.6ms ± 5% 78.7ms ± 5% ~ (p=0.690 n=5+5)
BM_Contraction_96_864_128000_8_false_false [DeepVariant #1 ] 25.0ms ± 2% 24.9ms ± 4% ~ (p=1.000 n=5+5)
BM_Contraction_96_864_128000_18_false_false [DeepVariant #1 ] 13.5ms ± 2% 13.6ms ±12% ~ (p=0.548 n=5+5)
BM_Contraction_96_864_128000_28_false_false [DeepVariant #1 ] 13.3ms ± 2% 12.8ms ± 6% ~ (p=0.310 n=5+5)
BM_Contraction_96_864_128000_36_false_false [DeepVariant #1 ] 13.7ms ± 3% 13.1ms ± 7% ~ (p=0.310 n=5+5)
BM_Contraction_384_2592_24576_1_false_false [DeepVariant #1 ] 287ms ± 3% 284ms ± 6% ~ (p=0.841 n=5+5)
BM_Contraction_384_2592_24576_2_false_false [DeepVariant #1 ] 172ms ±12% 168ms ± 6% ~ (p=0.548 n=5+5)
BM_Contraction_384_2592_24576_8_false_false [DeepVariant #1 ] 45.1ms ± 1% 45.2ms ± 1% ~ (p=1.000 n=5+5)
BM_Contraction_384_2592_24576_18_false_false [DeepVariant #1 ] 22.8ms ± 2% 22.4ms ± 1% ~ (p=0.151 n=5+5)
BM_Contraction_384_2592_24576_28_false_false [DeepVariant #1 ] 20.7ms ± 4% 20.1ms ± 4% ~ (p=0.222 n=5+5)
BM_Contraction_384_2592_24576_36_false_false [DeepVariant #1 ] 19.3ms ± 1% 19.0ms ± 6% ~ (p=0.690 n=5+5)
BM_Contraction_192_1120_24576_1_false_false [DeepVariant #2 ] 62.8ms ± 3% 61.5ms ± 5% ~ (p=0.151 n=5+5)
BM_Contraction_192_1120_24576_2_false_false [DeepVariant #2 ] 39.9ms ± 5% 40.1ms ± 2% ~ (p=0.690 n=5+5)
BM_Contraction_192_1120_24576_8_false_false [DeepVariant #2 ] 10.3ms ± 1% 10.2ms ± 2% ~ (p=0.222 n=5+5)
BM_Contraction_192_1120_24576_18_false_false [DeepVariant #2 ] 5.70ms ± 1% 5.72ms ± 3% ~ (p=1.000 n=5+5)
BM_Contraction_192_1120_24576_28_false_false [DeepVariant #2 ] 5.23ms ± 4% 5.24ms ± 4% ~ (p=1.000 n=5+5)
BM_Contraction_192_1120_24576_36_false_false [DeepVariant #2 ] 4.93ms ± 3% 4.87ms ± 5% ~ (p=0.310 n=5+5)
BM_Contraction_192_768_24576_1_false_false [DeepVariant #3 ] 44.6ms ± 5% 43.4ms ± 1% ~ (p=0.056 n=5+5)
BM_Contraction_192_768_24576_2_false_false [DeepVariant #3 ] 27.6ms ± 5% 28.1ms ± 4% ~ (p=0.310 n=5+5)
BM_Contraction_192_768_24576_8_false_false [DeepVariant #3 ] 7.29ms ± 5% 7.19ms ± 1% ~ (p=0.548 n=5+5)
BM_Contraction_192_768_24576_18_false_false [DeepVariant #3 ] 4.05ms ± 3% 3.99ms ± 4% ~ (p=0.690 n=5+5)
BM_Contraction_192_768_24576_28_false_false [DeepVariant #3 ] 3.62ms ± 3% 3.59ms ± 4% ~ (p=0.690 n=5+5)
BM_Contraction_192_768_24576_36_false_false [DeepVariant #3 ] 3.31ms ± 8% 3.40ms ± 3% ~ (p=0.222 n=5+5)
BM_Contraction_160_1120_24576_1_false_false [DeepVariant #4 ] 57.3ms ± 1% 57.5ms ± 5% ~ (p=0.841 n=5+5)
BM_Contraction_160_1120_24576_2_false_false [DeepVariant #4 ] 36.5ms ± 5% 36.4ms ± 3% ~ (p=1.000 n=5+5)
BM_Contraction_160_1120_24576_8_false_false [DeepVariant #4 ] 9.34ms ± 1% 9.29ms ± 1% ~ (p=0.548 n=5+5)
BM_Contraction_160_1120_24576_18_false_false [DeepVariant #4 ] 5.26ms ± 1% 5.09ms ± 4% ~ (p=0.056 n=5+5)
BM_Contraction_160_1120_24576_28_false_false [DeepVariant #4 ] 4.63ms ± 2% 4.64ms ± 0% ~ (p=1.000 n=5+4)
BM_Contraction_160_1120_24576_36_false_false [DeepVariant #4 ] 4.34ms ± 3% 4.36ms ± 6% ~ (p=0.548 n=5+5)
BM_Contraction_128_896_24576_1_false_false [DeepVariant #5 ] 39.4ms ± 7% 36.2ms ± 2% -8.18% (p=0.032 n=5+5)
BM_Contraction_128_896_24576_2_false_false [DeepVariant #5 ] 24.7ms ± 2% 23.8ms ± 7% ~ (p=0.095 n=5+5)
BM_Contraction_128_896_24576_8_false_false [DeepVariant #5 ] 6.13ms ± 0% 6.12ms ± 1% ~ (p=0.556 n=4+5)
BM_Contraction_128_896_24576_18_false_false [DeepVariant #5 ] 3.55ms ± 5% 3.57ms ± 2% ~ (p=0.841 n=5+5)
BM_Contraction_128_896_24576_28_false_false [DeepVariant #5 ] 3.16ms ± 4% 3.24ms ± 4% ~ (p=0.548 n=5+5)
BM_Contraction_128_896_24576_36_false_false [DeepVariant #5 ] 2.94ms ± 4% 3.06ms ± 1% +4.05% (p=0.008 n=5+5)
BM_Contraction_512_800_4_1_false_false [speech lstm a ] 66.5µs ± 2% 63.4µs ± 5% ~ (p=0.056 n=5+5)
BM_Contraction_512_800_4_2_false_false [speech lstm a ] 34.2µs ± 4% 34.4µs ± 7% ~ (p=0.841 n=5+5)
BM_Contraction_512_800_4_8_false_false [speech lstm a ] 34.7µs ±16% 33.2µs ±19% ~ (p=0.421 n=5+5)
BM_Contraction_512_800_4_18_false_false [speech lstm a ] 38.5µs ± 9% 32.0µs ± 4% -16.95% (p=0.008 n=5+5)
BM_Contraction_512_800_4_28_false_false [speech lstm a ] 36.9µs ± 4% 32.9µs ±14% ~ (p=0.056 n=5+5)
BM_Contraction_512_800_4_36_false_false [speech lstm a ] 36.4µs ± 2% 33.1µs ± 6% -9.02% (p=0.008 n=5+5)
BM_Contraction_512_80_800_1_false_false [speech lstm b ] 472µs ± 2% 461µs ± 1% -2.30% (p=0.016 n=5+5)
BM_Contraction_512_80_800_2_false_false [speech lstm b ] 243µs ±13% 238µs ± 5% ~ (p=0.421 n=5+5)
BM_Contraction_512_80_800_8_false_false [speech lstm b ] 112µs ±15% 115µs ±15% ~ (p=0.310 n=5+5)
BM_Contraction_512_80_800_18_false_false [speech lstm b ] 93.6µs ± 4% 88.1µs ±16% ~ (p=0.151 n=5+5)
BM_Contraction_512_80_800_28_false_false [speech lstm b ] 93.2µs ± 3% 91.1µs ± 2% ~ (p=0.095 n=5+5)
BM_Contraction_512_80_800_36_false_false [speech lstm b ] 122µs ± 6% 117µs ± 4% ~ (p=0.095 n=5+5)
BM_Contraction_512_13522_80_1_false_false [speech lstm c ] 7.34ms ± 5% 7.04ms ± 5% ~ (p=0.151 n=5+5)
BM_Contraction_512_13522_80_2_false_false [speech lstm c ] 7.68ms ±18% 7.19ms ±23% ~ (p=0.690 n=5+5)
BM_Contraction_512_13522_80_8_false_false [speech lstm c ] 3.16ms ±16% 2.89ms ±13% ~ (p=0.151 n=5+5)
BM_Contraction_512_13522_80_18_false_false [speech lstm c ] 1.33ms ±12% 1.28ms ±23% ~ (p=0.421 n=5+5)
BM_Contraction_512_13522_80_28_false_false [speech lstm c ] 1.15ms ±11% 1.13ms ± 6% ~ (p=0.548 n=5+5)
BM_Contraction_512_13522_80_36_false_false [speech lstm c ] 1.01ms ± 4% 1.03ms ± 3% ~ (p=0.421 n=5+5)
BM_Contraction_1_13522_80_1_false_false [speech lstm d ] 319µs ± 1% 311µs ± 1% -2.55% (p=0.008 n=5+5)
BM_Contraction_1_13522_80_2_false_false [speech lstm d ] 171µs ± 3% 170µs ± 5% ~ (p=0.310 n=5+5)
BM_Contraction_1_13522_80_8_false_false [speech lstm d ] 71.6µs ± 2% 71.3µs ± 8% ~ (p=0.690 n=5+5)
BM_Contraction_1_13522_80_18_false_false [speech lstm d ] 78.4µs ±11% 77.8µs ± 4% ~ (p=1.000 n=5+5)
BM_Contraction_1_13522_80_28_false_false [speech lstm d ] 92.4µs ± 9% 74.8µs ± 2% -19.04% (p=0.008 n=5+5)
BM_Contraction_1_13522_80_36_false_false [speech lstm d ] 91.1µs ± 7% 77.2µs ± 7% -15.31% (p=0.008 n=5+5)
BM_Contraction_3200_512_4_1_false_false [speech lstm e ] 273µs ± 2% 271µs ± 3% ~ (p=0.548 n=5+5)
BM_Contraction_3200_512_4_2_false_false [speech lstm e ] 160µs ± 3% 160µs ± 5% ~ (p=1.000 n=5+5)
BM_Contraction_3200_512_4_8_false_false [speech lstm e ] 100µs ±11% 99µs ± 7% ~ (p=0.690 n=5+5)
BM_Contraction_3200_512_4_18_false_false [speech lstm e ] 83.1µs ± 3% 82.9µs ± 4% ~ (p=1.000 n=5+5)
BM_Contraction_3200_512_4_28_false_false [speech lstm e ] 87.4µs ± 2% 90.0µs ± 9% ~ (p=0.690 n=5+5)
BM_Contraction_3200_512_4_36_false_false [speech lstm e ] 87.3µs ± 7% 87.7µs ± 3% ~ (p=0.421 n=5+5)
BM_Contraction_3200_512_80_1_false_false [speech lstm f ] 1.51ms ± 1% 1.57ms ± 4% +4.13% (p=0.016 n=5+5)
BM_Contraction_3200_512_80_2_false_false [speech lstm f ] 1.35ms ± 9% 1.35ms ±11% ~ (p=0.841 n=5+5)
BM_Contraction_3200_512_80_8_false_false [speech lstm f ] 487µs ±11% 485µs ± 8% ~ (p=0.841 n=5+5)
BM_Contraction_3200_512_80_18_false_false [speech lstm f ] 346µs ± 5% 355µs ±15% ~ (p=1.000 n=5+5)
BM_Contraction_3200_512_80_28_false_false [speech lstm f ] 338µs ±16% 319µs ± 7% ~ (p=0.421 n=5+5)
BM_Contraction_3200_512_80_36_false_false [speech lstm f ] 385µs ± 7% 359µs ±10% ~ (p=0.095 n=5+5)
BM_Contraction_3200_80_512_1_false_false [speech lstm g ] 1.86ms ± 4% 1.85ms ± 5% ~ (p=1.000 n=5+5)
BM_Contraction_3200_80_512_2_false_false [speech lstm g ] 1.01ms ±14% 0.89ms ±16% ~ (p=0.151 n=5+5)
BM_Contraction_3200_80_512_8_false_false [speech lstm g ] 376µs ± 3% 358µs ± 7% ~ (p=0.151 n=5+5)
BM_Contraction_3200_80_512_18_false_false [speech lstm g ] 263µs ± 6% 244µs ± 2% -7.32% (p=0.016 n=5+5)
BM_Contraction_3200_80_512_28_false_false [speech lstm g ] 258µs ± 3% 256µs ± 1% ~ (p=0.151 n=5+5)
BM_Contraction_3200_80_512_36_false_false [speech lstm g ] 296µs ± 2% 305µs ± 2% +2.92% (p=0.032 n=5+5)
BM_Contraction_2048_1024_1_1_false_false [gemv col_major ] 320µs ± 1% 317µs ± 1% -0.97% (p=0.032 n=5+5)
BM_Contraction_2048_1024_1_2_false_false [gemv col_major ] 321µs ± 1% 317µs ± 1% -1.11% (p=0.032 n=5+5)
BM_Contraction_2048_1024_1_8_false_false [gemv col_major ] 320µs ± 1% 317µs ± 1% -1.03% (p=0.032 n=5+5)
BM_Contraction_2048_1024_1_18_false_false [gemv col_major ] 321µs ± 1% 318µs ± 0% -0.88% (p=0.008 n=5+5)
BM_Contraction_2048_1024_1_28_false_false [gemv col_major ] 321µs ± 1% 318µs ± 1% ~ (p=0.056 n=5+5)
BM_Contraction_2048_1024_1_36_false_false [gemv col_major ] 320µs ± 2% 319µs ± 1% ~ (p=0.421 n=5+5)
BM_Contraction_1_128_128_1_false_false [saft lstm 128 h 1 b ] 5.38µs ± 1% 5.26µs ± 1% -2.23% (p=0.008 n=5+5)
BM_Contraction_1_128_128_2_false_false [saft lstm 128 h 1 b ] 5.41µs ± 3% 5.28µs ± 2% -2.42% (p=0.016 n=5+5)
BM_Contraction_1_128_128_8_false_false [saft lstm 128 h 1 b ] 5.42µs ± 3% 5.30µs ± 2% ~ (p=0.095 n=5+5)
BM_Contraction_1_128_128_18_false_false [saft lstm 128 h 1 b ] 5.63µs ±14% 5.32µs ± 2% ~ (p=0.095 n=5+5)
BM_Contraction_1_128_128_28_false_false [saft lstm 128 h 1 b ] 5.55µs ± 9% 5.31µs ± 3% ~ (p=0.056 n=5+5)
BM_Contraction_1_128_128_36_false_false [saft lstm 128 h 1 b ] 5.58µs ± 7% 5.33µs ± 2% -4.40% (p=0.032 n=5+5)
BM_Contraction_1_192_192_1_false_false [saft lstm 192 h 1 b ] 11.1µs ±15% 10.4µs ± 2% ~ (p=0.095 n=5+5)
BM_Contraction_1_192_192_2_false_false [saft lstm 192 h 1 b ] 11.0µs ± 4% 10.4µs ± 1% -5.63% (p=0.008 n=5+5)
BM_Contraction_1_192_192_8_false_false [saft lstm 192 h 1 b ] 11.4µs ±20% 10.4µs ± 2% -8.52% (p=0.008 n=5+5)
BM_Contraction_1_192_192_18_false_false [saft lstm 192 h 1 b ] 11.2µs ±16% 10.5µs ± 1% -6.55% (p=0.016 n=5+5)
BM_Contraction_1_192_192_28_false_false [saft lstm 192 h 1 b ] 10.8µs ± 1% 10.4µs ± 2% -3.46% (p=0.016 n=4+5)
BM_Contraction_1_192_192_36_false_false [saft lstm 192 h 1 b ] 11.3µs ±15% 10.4µs ± 1% -7.98% (p=0.008 n=5+5)
BM_Contraction_1500_500_1_1_false_false [MatVec ] 117µs ± 1% 116µs ± 1% ~ (p=0.056 n=5+5)
BM_Contraction_1500_500_1_2_false_false [MatVec ] 117µs ± 1% 115µs ± 1% -1.23% (p=0.032 n=5+5)
BM_Contraction_1500_500_1_8_false_false [MatVec ] 117µs ± 1% 116µs ± 1% -1.34% (p=0.016 n=5+5)
BM_Contraction_1500_500_1_18_false_false [MatVec ] 117µs ± 1% 115µs ± 1% -1.54% (p=0.032 n=4+5)
BM_Contraction_1500_500_1_28_false_false [MatVec ] 118µs ± 2% 116µs ± 0% -2.06% (p=0.008 n=5+5)
BM_Contraction_1500_500_1_36_false_false [MatVec ] 117µs ± 1% 116µs ± 1% -1.37% (p=0.032 n=5+5)
BM_Contraction_1_500_1500_1_false_false [VecMat ] 212µs ± 0% 227µs ±11% ~ (p=0.730 n=4+5)
BM_Contraction_1_500_1500_2_false_false [VecMat ] 117µs ± 1% 131µs ±12% ~ (p=0.111 n=4+5)
BM_Contraction_1_500_1500_8_false_false [VecMat ] 79.5µs ± 2% 76.0µs ± 2% -4.43% (p=0.016 n=4+5)
BM_Contraction_1_500_1500_18_false_false [VecMat ] 109µs ± 3% 79µs ± 3% -28.28% (p=0.008 n=5+5)
BM_Contraction_1_500_1500_28_false_false [VecMat ] 110µs ± 7% 76µs ± 2% -31.10% (p=0.008 n=5+5)
BM_Contraction_1_500_1500_36_false_false [VecMat ] 108µs ± 3% 77µs ± 5% -28.95% (p=0.008 n=5+5)
BM_Contraction_250_512_3_1_false_false [adbrain2 ] 9.66µs ± 5% 9.14µs ± 2% -5.41% (p=0.008 n=5+5)
BM_Contraction_250_512_3_2_false_false [adbrain2 ] 16.5µs ± 4% 9.2µs ± 3% -44.10% (p=0.008 n=5+5)
BM_Contraction_250_512_3_8_false_false [adbrain2 ] 21.4µs ±15% 17.8µs ±24% ~ (p=0.095 n=5+5)
BM_Contraction_250_512_3_18_false_false [adbrain2 ] 20.4µs ± 4% 18.2µs ±20% ~ (p=0.151 n=5+5)
BM_Contraction_250_512_3_28_false_false [adbrain2 ] 21.6µs ± 5% 17.3µs ± 5% -19.87% (p=0.008 n=5+5)
BM_Contraction_250_512_3_36_false_false [adbrain2 ] 22.4µs ± 9% 17.6µs ± 7% -21.50% (p=0.008 n=5+5)
BM_Contraction_1500_512_3_1_false_false [adbrain2 ] 128µs ± 2% 125µs ± 1% -2.94% (p=0.008 n=5+5)
BM_Contraction_1500_512_3_2_false_false [adbrain2 ] 74.8µs ± 7% 72.9µs ± 2% ~ (p=0.310 n=5+5)
BM_Contraction_1500_512_3_8_false_false [adbrain2 ] 50.0µs ± 5% 49.7µs ± 4% ~ (p=0.690 n=5+5)
BM_Contraction_1500_512_3_18_false_false [adbrain2 ] 60.1µs ± 4% 51.0µs ±11% -15.20% (p=0.008 n=5+5)
BM_Contraction_1500_512_3_28_false_false [adbrain2 ] 62.0µs ± 7% 49.1µs ± 5% -20.89% (p=0.008 n=5+5)
BM_Contraction_1500_512_3_36_false_false [adbrain2 ] 62.4µs ± 7% 48.5µs ± 4% -22.21% (p=0.008 n=5+5)
BM_Contraction_3_512_250_1_false_false 38.3µs ± 4% 36.9µs ± 2% -3.47% (p=0.032 n=5+5)
BM_Contraction_3_512_250_2_false_false 30.7µs ± 4% 31.1µs ± 7% ~ (p=0.222 n=5+5)
BM_Contraction_3_512_250_8_false_false 30.4µs ±11% 28.9µs ± 9% ~ (p=0.095 n=5+5)
BM_Contraction_3_512_250_18_false_false 30.4µs ± 7% 27.9µs ± 4% -8.37% (p=0.016 n=5+5)
BM_Contraction_3_512_250_28_false_false 29.4µs ± 3% 28.6µs ± 6% ~ (p=0.151 n=5+5)
BM_Contraction_3_512_250_36_false_false 30.3µs ± 3% 28.7µs ± 7% ~ (p=0.056 n=5+5)
BM_Contraction_3_512_1500_1_false_false 239µs ± 6% 225µs ± 1% -6.03% (p=0.008 n=5+5)
BM_Contraction_3_512_1500_2_false_false 126µs ± 3% 125µs ± 2% ~ (p=0.841 n=5+5)
BM_Contraction_3_512_1500_8_false_false 82.3µs ± 3% 78.8µs ± 3% -4.26% (p=0.016 n=5+5)
BM_Contraction_3_512_1500_18_false_false 75.8µs ± 3% 83.0µs ± 2% +9.55% (p=0.008 n=5+5)
BM_Contraction_3_512_1500_28_false_false 77.1µs ± 3% 84.7µs ± 5% +9.81% (p=0.008 n=5+5)
BM_Contraction_3_512_1500_36_false_false 76.1µs ± 4% 83.6µs ± 6% +9.86% (p=0.008 n=5+5)
BM_Contraction_1500_512_4_1_false_false 129µs ± 2% 125µs ± 1% -3.25% (p=0.008 n=5+5)
BM_Contraction_1500_512_4_2_false_false 79.3µs ±11% 74.2µs ± 6% ~ (p=0.151 n=5+5)
BM_Contraction_1500_512_4_8_false_false 51.2µs ± 7% 52.5µs ±10% ~ (p=0.690 n=5+5)
BM_Contraction_1500_512_4_18_false_false 63.6µs ± 5% 50.1µs ± 4% -21.29% (p=0.008 n=5+5)
BM_Contraction_1500_512_4_28_false_false 63.7µs ± 5% 52.8µs ± 5% -17.15% (p=0.008 n=5+5)
BM_Contraction_1500_512_4_36_false_false 62.6µs ± 2% 54.4µs ± 6% -13.05% (p=0.008 n=5+5)
BM_Contraction_4_512_1500_1_false_false 229µs ± 1% 224µs ± 2% -2.43% (p=0.032 n=5+5)
BM_Contraction_4_512_1500_2_false_false 127µs ± 4% 127µs ± 1% ~ (p=0.548 n=5+5)
BM_Contraction_4_512_1500_8_false_false 85.6µs ± 6% 83.5µs ± 6% ~ (p=0.548 n=5+5)
BM_Contraction_4_512_1500_18_false_false 98.8µs ±10% 83.9µs ± 5% -15.01% (p=0.008 n=5+5)
BM_Contraction_4_512_1500_28_false_false 96.7µs ±10% 86.4µs ± 4% -10.69% (p=0.008 n=5+5)
BM_Contraction_4_512_1500_36_false_false 95.3µs ± 7% 88.0µs ±10% ~ (p=0.056 n=5+5)
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