File size: 18,870 Bytes
386747d b245084 386747d | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 | {
"cases": [
{
"name": "1x32x32x32_default_axes",
"preset": "smoke",
"attrs": { "axes": [0, 2, 3] },
"inputs": { "x": { "dtype": "float32", "shape": [1, 32, 32, 32] } },
"outputs": { "y": { "dtype": "float32", "shape": [1, 32, 32, 32] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "3 * 4 * numel(shapes.x)" }] }
},
{
"name": "8x64x128x128_default_axes",
"preset": "smoke",
"attrs": { "axes": [0, 2, 3] },
"inputs": { "x": { "dtype": "float32", "shape": [8, 64, 128, 128] } },
"outputs": { "y": { "dtype": "float32", "shape": [8, 64, 128, 128] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "3 * 4 * numel(shapes.x)" }] }
},
{
"name": "16x64x64x64_spatial_axes",
"preset": "smoke",
"attrs": { "axes": [2, 3] },
"inputs": { "x": { "dtype": "float32", "shape": [16, 64, 64, 64] } },
"outputs": { "y": { "dtype": "float32", "shape": [16, 64, 64, 64] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "3 * 4 * numel(shapes.x)" }] }
},
{
"name": "f16_vec4_8x64x128x128_default_axes",
"preset": "smoke",
"vars": { "dtype": "float16" },
"attrs": { "axes": [0, 2, 3] },
"inputs": { "x": { "dtype": "float16", "shape": [8, 64, 128, 128], "dist": "normal", "seed": 900, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float16", "shape": [8, 64, 128, 128] } },
"bench": {
"primary": true,
"metrics": [{ "type": "bandwidth", "value": "3 * dtypeBytes(args.dtype) * numel(shapes.x)" }]
}
},
{
"name": "f16_all_axes_flat_split_1x1x256x256",
"preset": "smoke",
"attrs": { "axes": [0, 1, 2, 3] },
"inputs": { "x": { "dtype": "float16", "shape": [1, 1, 256, 256], "dist": "normal", "seed": 906, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float16", "shape": [1, 1, 256, 256] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "3 * 2 * numel(shapes.x)" }] }
},
{
"name": "vec4_align_cliff_8x64x128x130_unaligned_W",
"preset": "smoke",
"attrs": { "axes": [0, 2, 3] },
"inputs": { "x": { "dtype": "float32", "shape": [8, 64, 128, 130], "dist": "normal", "seed": 901, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [8, 64, 128, 130] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "3 * 4 * numel(shapes.x)" }] }
},
{
"name": "channel_axis_scalar_strided_8x64x128x128",
"preset": "smoke",
"attrs": { "axes": [1] },
"inputs": { "x": { "dtype": "float32", "shape": [8, 64, 128, 128], "dist": "normal", "seed": 902, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [8, 64, 128, 128] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "3 * 4 * numel(shapes.x)" }] }
},
{
"name": "channel_axis_wg_pow2_cliff_8x65x128x128",
"preset": "stress",
"attrs": { "axes": [1] },
"inputs": { "x": { "dtype": "float32", "shape": [8, 65, 128, 128], "dist": "normal", "seed": 905, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [8, 65, 128, 128] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "3 * 4 * numel(shapes.x)" }] }
},
{
"name": "rank3_scalar_8x4096x1024_reduce_hidden",
"preset": "stress",
"provenance": { "notes": "Stress-only capacity case: input plus output occupy exactly 256 MiB of GPU storage." },
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float32", "shape": [8, 4096, 1024], "dist": "normal", "seed": 903, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [8, 4096, 1024] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "3 * 4 * numel(shapes.x)" }] }
},
{
"name": "rank3_rows1_decode_hidden768",
"preset": "smoke",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float32", "shape": [1, 1, 768], "dist": "normal", "seed": 904, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [1, 1, 768] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "3 * 4 * numel(shapes.x)" }] }
},
{
"name": "stress_all_axes_single_workgroup_rank4_3p9m",
"preset": "stress",
"attrs": { "axes": [0, 1, 2, 3] },
"inputs": { "x": { "dtype": "float32", "shape": [64, 64, 64, 15], "dist": "normal", "seed": 950, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [64, 64, 64, 15] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "3 * 4 * numel(shapes.x)" }] }
},
{
"name": "stress_tiny_reduce_launchbound_wg2_4m_rows",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float32", "shape": [4194304, 1, 2], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [4194304, 1, 2] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 4 * numel(shapes.x)" }] },
"provenance": { "notes": "The bandwidth metric counts each input and output element once." }
},
{
"name": "packed_float32_rows1048576_r2",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float32", "shape": [1048576, 1, 2], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [1048576, 1, 2] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 4 * numel(shapes.x)" }] },
"tunableSpace": { "PACKED_WORKGROUP_SIZE": [64, 512] }
},
{
"name": "packed_float32_rows4194239_r2",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float32", "shape": [4194239, 1, 2], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [4194239, 1, 2] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 4 * numel(shapes.x)" }] }
},
{
"name": "packed_float32_rows4194240_r2",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float32", "shape": [4194240, 1, 2], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [4194240, 1, 2] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 4 * numel(shapes.x)" }] }
},
{
"name": "packed_float32_rows4194241_r2",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float32", "shape": [4194241, 1, 2], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [4194241, 1, 2] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 4 * numel(shapes.x)" }] }
},
{
"name": "packed_float32_rows4194304_r3",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float32", "shape": [4194304, 1, 3], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [4194304, 1, 3] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 4 * numel(shapes.x)" }] }
},
{
"name": "packed_float32_rows2097152_r4",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float32", "shape": [2097152, 1, 4], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [2097152, 1, 4] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 4 * numel(shapes.x)" }] }
},
{
"name": "packed_float32_rows255_r3",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float32", "shape": [255, 1, 3], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [255, 1, 3] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 4 * numel(shapes.x)" }] }
},
{
"name": "packed_float32_rows256_r3",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float32", "shape": [256, 1, 3], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [256, 1, 3] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 4 * numel(shapes.x)" }] }
},
{
"name": "packed_float32_rows257_r3",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float32", "shape": [257, 1, 3], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [257, 1, 3] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 4 * numel(shapes.x)" }] }
},
{
"name": "packed_float32_rows513_r4",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float32", "shape": [513, 1, 4], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [513, 1, 4] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 4 * numel(shapes.x)" }] }
},
{
"name": "packed_float32_rows65537_r3",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float32", "shape": [65537, 1, 3], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [65537, 1, 3] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 4 * numel(shapes.x)" }] }
},
{
"name": "packed_float16_rows1048576_r2",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float16", "shape": [1048576, 1, 2], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float16", "shape": [1048576, 1, 2] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 2 * numel(shapes.x)" }] },
"tunableSpace": { "PACKED_WORKGROUP_SIZE": [64, 512] }
},
{
"name": "packed_float16_rows4194239_r2",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float16", "shape": [4194239, 1, 2], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float16", "shape": [4194239, 1, 2] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 2 * numel(shapes.x)" }] }
},
{
"name": "packed_float16_rows4194240_r2",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float16", "shape": [4194240, 1, 2], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float16", "shape": [4194240, 1, 2] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 2 * numel(shapes.x)" }] }
},
{
"name": "packed_float16_rows4194241_r2",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float16", "shape": [4194241, 1, 2], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float16", "shape": [4194241, 1, 2] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 2 * numel(shapes.x)" }] }
},
{
"name": "packed_float16_rows4194304_r3",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float16", "shape": [4194304, 1, 3], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float16", "shape": [4194304, 1, 3] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 2 * numel(shapes.x)" }] }
},
{
"name": "packed_float16_rows2097152_r4",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float16", "shape": [2097152, 1, 4], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float16", "shape": [2097152, 1, 4] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 2 * numel(shapes.x)" }] }
},
{
"name": "packed_float16_rows255_r3",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float16", "shape": [255, 1, 3], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float16", "shape": [255, 1, 3] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 2 * numel(shapes.x)" }] }
},
{
"name": "packed_float16_rows256_r3",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float16", "shape": [256, 1, 3], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float16", "shape": [256, 1, 3] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 2 * numel(shapes.x)" }] }
},
{
"name": "packed_float16_rows257_r3",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float16", "shape": [257, 1, 3], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float16", "shape": [257, 1, 3] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 2 * numel(shapes.x)" }] }
},
{
"name": "packed_float16_rows513_r4",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float16", "shape": [513, 1, 4], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float16", "shape": [513, 1, 4] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 2 * numel(shapes.x)" }] }
},
{
"name": "packed_float16_rows65537_r3",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float16", "shape": [65537, 1, 3], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float16", "shape": [65537, 1, 3] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 2 * numel(shapes.x)" }] }
},
{
"name": "cached_small_float32_r2",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float32", "shape": [2, 1, 2], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [2, 1, 2] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 4 * numel(shapes.x)" }] }
},
{
"name": "cached_strided_float32_r2",
"preset": "stress",
"attrs": { "axes": [1] },
"inputs": { "x": { "dtype": "float32", "shape": [262144, 2, 4], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [262144, 2, 4] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 4 * numel(shapes.x)" }] }
},
{
"name": "cached_small_float32_r3",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float32", "shape": [2, 1, 3], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [2, 1, 3] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 4 * numel(shapes.x)" }] }
},
{
"name": "cached_strided_float32_r3",
"preset": "stress",
"attrs": { "axes": [1] },
"inputs": { "x": { "dtype": "float32", "shape": [262144, 3, 4], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [262144, 3, 4] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 4 * numel(shapes.x)" }] }
},
{
"name": "cached_small_float32_r4",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float32", "shape": [2, 1, 4], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [2, 1, 4] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 4 * numel(shapes.x)" }] }
},
{
"name": "cached_strided_float32_r4",
"preset": "stress",
"attrs": { "axes": [1] },
"inputs": { "x": { "dtype": "float32", "shape": [262144, 4, 4], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float32", "shape": [262144, 4, 4] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 4 * numel(shapes.x)" }] }
},
{
"name": "cached_small_float16_r2",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float16", "shape": [2, 1, 2], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float16", "shape": [2, 1, 2] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 2 * numel(shapes.x)" }] }
},
{
"name": "cached_strided_float16_r2",
"preset": "stress",
"attrs": { "axes": [1] },
"inputs": { "x": { "dtype": "float16", "shape": [262144, 2, 4], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float16", "shape": [262144, 2, 4] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 2 * numel(shapes.x)" }] }
},
{
"name": "cached_small_float16_r3",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float16", "shape": [2, 1, 3], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float16", "shape": [2, 1, 3] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 2 * numel(shapes.x)" }] }
},
{
"name": "cached_strided_float16_r3",
"preset": "stress",
"attrs": { "axes": [1] },
"inputs": { "x": { "dtype": "float16", "shape": [262144, 3, 4], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float16", "shape": [262144, 3, 4] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 2 * numel(shapes.x)" }] }
},
{
"name": "cached_small_float16_r4",
"preset": "stress",
"attrs": { "axes": [2] },
"inputs": { "x": { "dtype": "float16", "shape": [2, 1, 4], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float16", "shape": [2, 1, 4] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 2 * numel(shapes.x)" }] }
},
{
"name": "cached_strided_float16_r4",
"preset": "stress",
"attrs": { "axes": [1] },
"inputs": { "x": { "dtype": "float16", "shape": [262144, 4, 4], "dist": "normal", "seed": 951, "scale": 0.5 } },
"outputs": { "y": { "dtype": "float16", "shape": [262144, 4, 4] } },
"bench": { "metrics": [{ "type": "bandwidth", "value": "2 * 2 * numel(shapes.x)" }] }
}
]
}
|