Drop CUB_MIN in radix sort agent #3998

bernhardmgruber · 2025-03-03T22:28:35Z

Benchmark of cub.bench.radix_sort.keys.base on B200 looks good:

|  T{ct}  |  OffsetT{ct}  |  Elements{io}  |  Entropy  |   Ref Time |   Ref Noise |   Cmp Time |   Cmp Noise |       Diff |   %Diff |  Status  |
|---------|---------------|----------------|-----------|------------|-------------|------------|-------------|------------|---------|----------|
|   I8    |      I32      |      2^16      |     1     |  30.017 us |       4.08% |  30.057 us |       3.89% |   0.041 us |   0.14% |   SAME   |
|   I8    |      I32      |      2^20      |     1     |  37.537 us |       2.66% |  37.591 us |       2.68% |   0.054 us |   0.14% |   SAME   |
|   I8    |      I32      |      2^24      |     1     | 126.926 us |       1.13% | 126.838 us |       1.04% |  -0.088 us |  -0.07% |   SAME   |
|   I8    |      I32      |      2^28      |     1     |   1.319 ms |       0.24% |   1.319 ms |       0.24% |  -0.033 us |  -0.00% |   SAME   |
|   I8    |      I32      |      2^16      |   0.544   |  30.904 us |       4.54% |  30.929 us |       4.57% |   0.024 us |   0.08% |   SAME   |
|   I8    |      I32      |      2^20      |   0.544   |  38.174 us |       3.16% |  38.137 us |       3.30% |  -0.037 us |  -0.10% |   SAME   |
|   I8    |      I32      |      2^24      |   0.544   | 129.988 us |       1.02% | 129.914 us |       1.07% |  -0.074 us |  -0.06% |   SAME   |
|   I8    |      I32      |      2^28      |   0.544   |   1.337 ms |       0.24% |   1.337 ms |       0.26% |   0.053 us |   0.00% |   SAME   |
|   I8    |      I32      |      2^16      |   0.201   |  30.258 us |       4.13% |  30.296 us |       4.16% |   0.038 us |   0.12% |   SAME   |
|   I8    |      I32      |      2^20      |   0.201   |  36.241 us |       2.88% |  36.222 us |       2.88% |  -0.019 us |  -0.05% |   SAME   |
|   I8    |      I32      |      2^24      |   0.201   | 120.184 us |       1.03% | 120.166 us |       1.02% |  -0.018 us |  -0.01% |   SAME   |
|   I8    |      I32      |      2^28      |   0.201   |   1.261 ms |       0.30% |   1.261 ms |       0.31% |   0.170 us |   0.01% |   SAME   |
|   I8    |      I64      |      2^16      |     1     |  30.127 us |       4.27% |  30.244 us |       4.24% |   0.117 us |   0.39% |   SAME   |
|   I8    |      I64      |      2^20      |     1     |  37.227 us |       1.73% |  37.291 us |       2.04% |   0.064 us |   0.17% |   SAME   |
|   I8    |      I64      |      2^24      |     1     | 121.249 us |       0.67% | 121.151 us |       0.63% |  -0.098 us |  -0.08% |   SAME   |
|   I8    |      I64      |      2^28      |     1     |   1.316 ms |       0.27% |   1.316 ms |       0.25% |  -0.090 us |  -0.01% |   SAME   |
|   I8    |      I64      |      2^16      |   0.544   |  30.260 us |       4.28% |  30.081 us |       4.10% |  -0.179 us |  -0.59% |   SAME   |
|   I8    |      I64      |      2^20      |   0.544   |  37.666 us |       2.65% |  37.633 us |       2.71% |  -0.034 us |  -0.09% |   SAME   |
|   I8    |      I64      |      2^24      |   0.544   | 123.107 us |       0.92% | 123.053 us |       0.97% |  -0.054 us |  -0.04% |   SAME   |
|   I8    |      I64      |      2^28      |   0.544   |   1.334 ms |       0.26% |   1.334 ms |       0.24% |   0.058 us |   0.00% |   SAME   |
|   I8    |      I64      |      2^16      |   0.201   |  29.543 us |       3.11% |  29.568 us |       3.27% |   0.025 us |   0.09% |   SAME   |
|   I8    |      I64      |      2^20      |   0.201   |  36.231 us |       3.33% |  36.232 us |       3.21% |   0.001 us |   0.00% |   SAME   |
|   I8    |      I64      |      2^24      |   0.201   | 116.115 us |       1.07% | 116.197 us |       1.04% |   0.082 us |   0.07% |   SAME   |
|   I8    |      I64      |      2^28      |   0.201   |   1.255 ms |       0.29% |   1.254 ms |       0.28% |  -0.292 us |  -0.02% |   SAME   |
|   I16   |      I32      |      2^16      |     1     |  46.168 us |       2.18% |  46.204 us |       2.21% |   0.036 us |   0.08% |   SAME   |
|   I16   |      I32      |      2^20      |     1     |  56.710 us |       1.61% |  56.683 us |       1.51% |  -0.027 us |  -0.05% |   SAME   |
|   I16   |      I32      |      2^24      |     1     | 212.010 us |       0.34% | 211.961 us |       0.34% |  -0.049 us |  -0.02% |   SAME   |
|   I16   |      I32      |      2^28      |     1     |   2.551 ms |       0.10% |   2.551 ms |       0.10% |   0.044 us |   0.00% |   SAME   |
|   I16   |      I32      |      2^16      |   0.544   |  45.474 us |       1.94% |  45.563 us |       1.99% |   0.089 us |   0.19% |   SAME   |
|   I16   |      I32      |      2^20      |   0.544   |  58.242 us |       1.57% |  58.210 us |       1.54% |  -0.032 us |  -0.05% |   SAME   |
|   I16   |      I32      |      2^24      |   0.544   | 217.672 us |       0.43% | 217.591 us |       0.45% |  -0.081 us |  -0.04% |   SAME   |
|   I16   |      I32      |      2^28      |   0.544   |   2.605 ms |       0.09% |   2.606 ms |       0.09% |   0.216 us |   0.01% |   SAME   |
|   I16   |      I32      |      2^16      |   0.201   |  45.450 us |       2.07% |  45.453 us |       2.01% |   0.003 us |   0.01% |   SAME   |
|   I16   |      I32      |      2^20      |   0.201   |  56.197 us |       1.56% |  56.228 us |       1.42% |   0.031 us |   0.05% |   SAME   |
|   I16   |      I32      |      2^24      |   0.201   | 203.431 us |       0.54% | 203.434 us |       0.49% |   0.003 us |   0.00% |   SAME   |
|   I16   |      I32      |      2^28      |   0.201   |   2.434 ms |       0.12% |   2.434 ms |       0.12% |   0.255 us |   0.01% |   SAME   |
|   I16   |      I64      |      2^16      |     1     |  45.554 us |       1.88% |  45.466 us |       2.02% |  -0.089 us |  -0.19% |   SAME   |
|   I16   |      I64      |      2^20      |     1     |  56.772 us |       1.76% |  56.734 us |       1.85% |  -0.038 us |  -0.07% |   SAME   |
|   I16   |      I64      |      2^24      |     1     | 211.615 us |       0.58% | 211.652 us |       0.59% |   0.037 us |   0.02% |   SAME   |
|   I16   |      I64      |      2^28      |     1     |   2.471 ms |       0.20% |   2.471 ms |       0.19% |  -0.188 us |  -0.01% |   SAME   |
|   I16   |      I64      |      2^16      |   0.544   |  45.463 us |       2.07% |  45.452 us |       2.02% |  -0.011 us |  -0.02% |   SAME   |
|   I16   |      I64      |      2^20      |   0.544   |  57.473 us |       2.10% |  57.353 us |       2.12% |  -0.120 us |  -0.21% |   SAME   |
|   I16   |      I64      |      2^24      |   0.544   | 213.720 us |       0.31% | 213.726 us |       0.27% |   0.005 us |   0.00% |   SAME   |
|   I16   |      I64      |      2^28      |   0.544   |   2.526 ms |       0.18% |   2.526 ms |       0.18% |  -0.101 us |  -0.00% |   SAME   |
|   I16   |      I64      |      2^16      |   0.201   |  45.919 us |       1.28% |  45.858 us |       1.48% |  -0.061 us |  -0.13% |   SAME   |
|   I16   |      I64      |      2^20      |   0.201   |  56.336 us |       0.92% |  56.170 us |       0.89% |  -0.166 us |  -0.30% |   SAME   |
|   I16   |      I64      |      2^24      |   0.201   | 202.611 us |       0.65% | 202.584 us |       0.67% |  -0.027 us |  -0.01% |   SAME   |
|   I16   |      I64      |      2^28      |   0.201   |   2.366 ms |       0.19% |   2.367 ms |       0.18% |   0.234 us |   0.01% |   SAME   |
|   I32   |      I32      |      2^16      |     1     |  75.014 us |       0.90% |  74.977 us |       0.81% |  -0.037 us |  -0.05% |   SAME   |
|   I32   |      I32      |      2^20      |     1     |  95.917 us |       1.08% |  95.981 us |       1.18% |   0.064 us |   0.07% |   SAME   |
|   I32   |      I32      |      2^24      |     1     | 390.209 us |       0.40% | 390.294 us |       0.38% |   0.085 us |   0.02% |   SAME   |
|   I32   |      I32      |      2^28      |     1     |   4.940 ms |       0.06% |   4.940 ms |       0.06% |   0.280 us |   0.01% |   SAME   |
|   I32   |      I32      |      2^16      |   0.544   |  75.044 us |       0.75% |  75.025 us |       0.80% |  -0.019 us |  -0.03% |   SAME   |
|   I32   |      I32      |      2^20      |   0.544   |  95.927 us |       1.12% |  95.822 us |       0.98% |  -0.104 us |  -0.11% |   SAME   |
|   I32   |      I32      |      2^24      |   0.544   | 397.464 us |       0.43% | 396.585 us |       0.42% |  -0.880 us |  -0.22% |   SAME   |
|   I32   |      I32      |      2^28      |   0.544   |   5.093 ms |       0.08% |   5.093 ms |       0.08% |  -0.054 us |  -0.00% |   SAME   |
|   I32   |      I32      |      2^16      |   0.201   |  75.506 us |       1.02% |  74.928 us |       0.87% |  -0.578 us |  -0.77% |   SAME   |
|   I32   |      I32      |      2^20      |   0.201   |  94.747 us |       1.16% |  93.822 us |       1.12% |  -0.925 us |  -0.98% |   SAME   |
|   I32   |      I32      |      2^24      |   0.201   | 378.917 us |       0.29% | 378.334 us |       0.31% |  -0.583 us |  -0.15% |   SAME   |
|   I32   |      I32      |      2^28      |   0.201   |   4.743 ms |       0.07% |   4.742 ms |       0.07% |  -0.408 us |  -0.01% |   SAME   |
|   I32   |      I64      |      2^16      |     1     |  77.489 us |       1.18% |  77.222 us |       0.88% |  -0.267 us |  -0.34% |   SAME   |
|   I32   |      I64      |      2^20      |     1     |  97.936 us |       1.09% |  97.638 us |       1.01% |  -0.298 us |  -0.30% |   SAME   |
|   I32   |      I64      |      2^24      |     1     | 404.161 us |       0.34% | 403.892 us |       0.35% |  -0.269 us |  -0.07% |   SAME   |
|   I32   |      I64      |      2^28      |     1     |   5.104 ms |       0.06% |   5.103 ms |       0.06% |  -0.654 us |  -0.01% |   SAME   |
|   I32   |      I64      |      2^16      |   0.544   |  77.733 us |       0.96% |  77.262 us |       0.84% |  -0.471 us |  -0.61% |   SAME   |
|   I32   |      I64      |      2^20      |   0.544   |  98.095 us |       1.16% |  97.858 us |       1.17% |  -0.237 us |  -0.24% |   SAME   |
|   I32   |      I64      |      2^24      |   0.544   | 408.297 us |       0.35% | 407.886 us |       0.36% |  -0.411 us |  -0.10% |   SAME   |
|   I32   |      I64      |      2^28      |   0.544   |   5.244 ms |       0.15% |   5.244 ms |       0.14% |   0.264 us |   0.01% |   SAME   |
|   I32   |      I64      |      2^16      |   0.201   |  77.541 us |       1.03% |  77.252 us |       0.91% |  -0.289 us |  -0.37% |   SAME   |
|   I32   |      I64      |      2^20      |   0.201   |  95.849 us |       0.97% |  95.641 us |       0.90% |  -0.207 us |  -0.22% |   SAME   |
|   I32   |      I64      |      2^24      |   0.201   | 388.728 us |       0.33% | 388.149 us |       0.33% |  -0.578 us |  -0.15% |   SAME   |
|   I32   |      I64      |      2^28      |   0.201   |   4.894 ms |       0.10% |   4.894 ms |       0.11% |  -0.516 us |  -0.01% |   SAME   |
|   I64   |      I32      |      2^16      |     1     | 132.758 us |       0.63% | 132.485 us |       0.55% |  -0.273 us |  -0.21% |   SAME   |
|   I64   |      I32      |      2^20      |     1     | 201.348 us |       0.72% | 201.073 us |       0.60% |  -0.275 us |  -0.14% |   SAME   |
|   I64   |      I32      |      2^24      |     1     |   1.441 ms |       0.21% |   1.441 ms |       0.22% |  -0.354 us |  -0.02% |   SAME   |
|   I64   |      I32      |      2^28      |     1     |  21.109 ms |       0.22% |  21.102 ms |       0.21% |  -7.049 us |  -0.03% |   SAME   |
|   I64   |      I32      |      2^16      |   0.544   | 132.593 us |       0.54% | 132.567 us |       0.52% |  -0.026 us |  -0.02% |   SAME   |
|   I64   |      I32      |      2^20      |   0.544   | 201.309 us |       0.56% | 201.211 us |       0.57% |  -0.098 us |  -0.05% |   SAME   |
|   I64   |      I32      |      2^24      |   0.544   |   1.440 ms |       0.18% |   1.440 ms |       0.18% |  -0.063 us |  -0.00% |   SAME   |
|   I64   |      I32      |      2^28      |   0.544   |  21.066 ms |       0.20% |  21.069 ms |       0.19% |   2.513 us |   0.01% |   SAME   |
|   I64   |      I32      |      2^16      |   0.201   | 132.586 us |       0.53% | 132.587 us |       0.52% |   0.001 us |   0.00% |   SAME   |
|   I64   |      I32      |      2^20      |   0.201   | 191.580 us |       0.70% | 191.595 us |       0.68% |   0.015 us |   0.01% |   SAME   |
|   I64   |      I32      |      2^24      |   0.201   |   1.391 ms |       0.17% |   1.391 ms |       0.19% |   0.023 us |   0.00% |   SAME   |
|   I64   |      I32      |      2^28      |   0.201   |  20.288 ms |       0.21% |  20.290 ms |       0.20% |   1.919 us |   0.01% |   SAME   |
|   I64   |      I64      |      2^16      |     1     | 132.764 us |       0.64% | 132.470 us |       0.52% |  -0.294 us |  -0.22% |   SAME   |
|   I64   |      I64      |      2^20      |     1     | 201.232 us |       0.71% | 200.963 us |       0.67% |  -0.269 us |  -0.13% |   SAME   |
|   I64   |      I64      |      2^24      |     1     |   1.446 ms |       0.16% |   1.446 ms |       0.15% |  -0.277 us |  -0.02% |   SAME   |
|   I64   |      I64      |      2^28      |     1     |  21.184 ms |       0.24% |  21.185 ms |       0.23% |   0.615 us |   0.00% |   SAME   |
|   I64   |      I64      |      2^16      |   0.544   | 132.585 us |       0.59% | 132.577 us |       0.54% |  -0.008 us |  -0.01% |   SAME   |
|   I64   |      I64      |      2^20      |   0.544   | 199.405 us |       0.93% | 199.708 us |       0.90% |   0.304 us |   0.15% |   SAME   |
|   I64   |      I64      |      2^24      |   0.544   |   1.447 ms |       0.19% |   1.446 ms |       0.19% |  -0.616 us |  -0.04% |   SAME   |
|   I64   |      I64      |      2^28      |   0.544   |  21.141 ms |       0.22% |  21.142 ms |       0.21% |   1.335 us |   0.01% |   SAME   |
|   I64   |      I64      |      2^16      |   0.201   | 131.737 us |       1.06% | 131.778 us |       0.98% |   0.041 us |   0.03% |   SAME   |
|   I64   |      I64      |      2^20      |   0.201   | 191.874 us |       0.38% | 191.941 us |       0.41% |   0.067 us |   0.04% |   SAME   |
|   I64   |      I64      |      2^24      |   0.201   |   1.392 ms |       0.18% |   1.392 ms |       0.18% |   0.106 us |   0.01% |   SAME   |
|   I64   |      I64      |      2^28      |   0.201   |  20.348 ms |       0.22% |  20.346 ms |       0.23% |  -2.380 us |  -0.01% |   SAME   |
|  I128   |      I32      |      2^16      |     1     | 233.030 us |       0.32% | 232.871 us |       0.29% |  -0.159 us |  -0.07% |   SAME   |
|  I128   |      I32      |      2^20      |     1     | 418.186 us |       0.42% | 418.004 us |       0.43% |  -0.181 us |  -0.04% |   SAME   |
|  I128   |      I32      |      2^24      |     1     |   3.521 ms |       0.10% |   3.521 ms |       0.10% |  -0.077 us |  -0.00% |   SAME   |
|  I128   |      I32      |      2^28      |     1     |  52.690 ms |       0.07% |  52.698 ms |       0.07% |   7.649 us |   0.01% |   SAME   |
|  I128   |      I32      |      2^16      |   0.544   | 231.915 us |       0.59% | 231.961 us |       0.58% |   0.046 us |   0.02% |   SAME   |
|  I128   |      I32      |      2^20      |   0.544   | 415.521 us |       0.56% | 415.676 us |       0.59% |   0.156 us |   0.04% |   SAME   |
|  I128   |      I32      |      2^24      |   0.544   |   3.499 ms |       0.10% |   3.499 ms |       0.11% |  -0.390 us |  -0.01% |   SAME   |
|  I128   |      I32      |      2^28      |   0.544   |  52.334 ms |       0.07% |  52.339 ms |       0.07% |   4.523 us |   0.01% |   SAME   |
|  I128   |      I32      |      2^16      |   0.201   | 227.486 us |       0.84% | 227.500 us |       0.86% |   0.014 us |   0.01% |   SAME   |
|  I128   |      I32      |      2^20      |   0.201   | 404.798 us |       0.50% | 404.759 us |       0.50% |  -0.038 us |  -0.01% |   SAME   |
|  I128   |      I32      |      2^24      |   0.201   |   3.455 ms |       0.11% |   3.454 ms |       0.10% |  -0.058 us |  -0.00% |   SAME   |
|  I128   |      I32      |      2^28      |   0.201   |  51.494 ms |       0.07% |  51.495 ms |       0.07% |   1.277 us |   0.00% |   SAME   |
|  I128   |      I64      |      2^16      |     1     | 232.850 us |       0.25% | 232.787 us |       0.27% |  -0.064 us |  -0.03% |   SAME   |
|  I128   |      I64      |      2^20      |     1     | 419.108 us |       0.37% | 419.086 us |       0.34% |  -0.022 us |  -0.01% |   SAME   |
|  I128   |      I64      |      2^24      |     1     |   3.539 ms |       0.11% |   3.539 ms |       0.12% |   0.010 us |   0.00% |   SAME   |
|  I128   |      I64      |      2^28      |     1     |  53.716 ms |       0.02% |  53.711 ms |       0.02% |  -5.280 us |  -0.01% |   SAME   |
|  I128   |      I64      |      2^16      |   0.544   | 228.291 us |       0.79% | 228.231 us |       0.81% |  -0.060 us |  -0.03% |   SAME   |
|  I128   |      I64      |      2^20      |   0.544   | 417.898 us |       0.46% | 417.785 us |       0.51% |  -0.114 us |  -0.03% |   SAME   |
|  I128   |      I64      |      2^24      |   0.544   |   3.519 ms |       0.10% |   3.519 ms |       0.10% |  -0.011 us |  -0.00% |   SAME   |
|  I128   |      I64      |      2^28      |   0.544   |  53.362 ms |       0.03% |  53.367 ms |       0.03% |   5.211 us |   0.01% |   SAME   |
|  I128   |      I64      |      2^16      |   0.201   | 227.311 us |       0.87% | 227.184 us |       0.74% |  -0.127 us |  -0.06% |   SAME   |
|  I128   |      I64      |      2^20      |   0.201   | 409.160 us |       0.62% | 408.855 us |       0.68% |  -0.305 us |  -0.07% |   SAME   |
|  I128   |      I64      |      2^24      |   0.201   |   3.472 ms |       0.11% |   3.472 ms |       0.11% |   0.020 us |   0.00% |   SAME   |
|  I128   |      I64      |      2^28      |   0.201   |  52.544 ms |       0.03% |  52.531 ms |       0.03% | -12.696 us |  -0.02% |   SAME   |
|   F32   |      I32      |      2^16      |     1     |  75.067 us |       0.89% |  75.025 us |       0.91% |  -0.042 us |  -0.06% |   SAME   |
|   F32   |      I32      |      2^20      |     1     |  96.402 us |       1.30% |  96.440 us |       1.26% |   0.038 us |   0.04% |   SAME   |
|   F32   |      I32      |      2^24      |     1     | 452.484 us |       0.29% | 452.635 us |       0.28% |   0.151 us |   0.03% |   SAME   |
|   F32   |      I32      |      2^28      |     1     |   6.094 ms |       0.06% |   6.093 ms |       0.05% |  -0.852 us |  -0.01% |   SAME   |
|   F32   |      I32      |      2^16      |   0.544   |  75.710 us |       0.90% |  75.062 us |       0.87% |  -0.648 us |  -0.86% |   SAME   |
|   F32   |      I32      |      2^20      |   0.544   |  98.258 us |       0.69% |  97.563 us |       0.66% |  -0.695 us |  -0.71% |   FAST   |
|   F32   |      I32      |      2^24      |   0.544   | 459.843 us |       0.41% | 459.184 us |       0.36% |  -0.659 us |  -0.14% |   SAME   |
|   F32   |      I32      |      2^28      |   0.544   |   6.176 ms |       0.05% |   6.175 ms |       0.05% |  -0.425 us |  -0.01% |   SAME   |
|   F32   |      I32      |      2^16      |   0.201   |  75.526 us |       0.99% |  74.915 us |       0.86% |  -0.611 us |  -0.81% |   SAME   |
|   F32   |      I32      |      2^20      |   0.201   |  95.444 us |       1.21% |  94.606 us |       1.23% |  -0.838 us |  -0.88% |   SAME   |
|   F32   |      I32      |      2^24      |   0.201   | 444.352 us |       0.43% | 444.026 us |       0.49% |  -0.326 us |  -0.07% |   SAME   |
|   F32   |      I32      |      2^28      |   0.201   |   5.950 ms |       0.06% |   5.949 ms |       0.06% |  -0.438 us |  -0.01% |   SAME   |
|   F32   |      I64      |      2^16      |     1     |  77.369 us |       0.85% |  77.296 us |       0.84% |  -0.073 us |  -0.09% |   SAME   |
|   F32   |      I64      |      2^20      |     1     |  99.724 us |       1.70% |  99.537 us |       1.77% |  -0.186 us |  -0.19% |   SAME   |
|   F32   |      I64      |      2^24      |     1     | 415.597 us |       0.28% | 415.464 us |       0.25% |  -0.133 us |  -0.03% |   SAME   |
|   F32   |      I64      |      2^28      |     1     |   5.303 ms |       0.09% |   5.303 ms |       0.09% |   0.259 us |   0.00% |   SAME   |
|   F32   |      I64      |      2^16      |   0.544   |  77.263 us |       0.96% |  77.274 us |       0.90% |   0.011 us |   0.01% |   SAME   |
|   F32   |      I64      |      2^20      |   0.544   |  99.831 us |       1.63% |  99.913 us |       1.66% |   0.082 us |   0.08% |   SAME   |
|   F32   |      I64      |      2^24      |   0.544   | 421.287 us |       0.41% | 421.461 us |       0.41% |   0.174 us |   0.04% |   SAME   |
|   F32   |      I64      |      2^28      |   0.544   |   5.388 ms |       0.09% |   5.389 ms |       0.08% |   0.254 us |   0.00% |   SAME   |
|   F32   |      I64      |      2^16      |   0.201   |  77.366 us |       0.89% |  77.257 us |       0.78% |  -0.109 us |  -0.14% |   SAME   |
|   F32   |      I64      |      2^20      |   0.201   |  97.584 us |       1.57% |  97.680 us |       1.50% |   0.096 us |   0.10% |   SAME   |
|   F32   |      I64      |      2^24      |   0.201   | 406.163 us |       0.35% | 406.205 us |       0.35% |   0.043 us |   0.01% |   SAME   |
|   F32   |      I64      |      2^28      |   0.201   |   5.157 ms |       0.08% |   5.157 ms |       0.08% |  -0.226 us |  -0.00% |   SAME   |
|   F64   |      I32      |      2^16      |     1     | 132.925 us |       0.73% | 132.719 us |       0.69% |  -0.205 us |  -0.15% |   SAME   |
|   F64   |      I32      |      2^20      |     1     | 187.509 us |       0.83% | 187.411 us |       0.80% |  -0.098 us |  -0.05% |   SAME   |
|   F64   |      I32      |      2^24      |     1     |   1.085 ms |       0.21% |   1.085 ms |       0.21% |  -0.079 us |  -0.01% |   SAME   |
|   F64   |      I32      |      2^28      |     1     |  15.346 ms |       0.04% |  15.346 ms |       0.04% |   0.085 us |   0.00% |   SAME   |
|   F64   |      I32      |      2^16      |   0.544   | 133.247 us |       0.99% | 133.253 us |       0.98% |   0.006 us |   0.00% |   SAME   |
|   F64   |      I32      |      2^20      |   0.544   | 188.198 us |       0.59% | 188.226 us |       0.65% |   0.028 us |   0.02% |   SAME   |
|   F64   |      I32      |      2^24      |   0.544   |   1.101 ms |       0.22% |   1.101 ms |       0.22% |  -0.096 us |  -0.01% |   SAME   |
|   F64   |      I32      |      2^28      |   0.544   |  15.581 ms |       0.03% |  15.581 ms |       0.03% |   0.169 us |   0.00% |   SAME   |
|   F64   |      I32      |      2^16      |   0.201   | 133.983 us |       1.07% | 133.627 us |       1.01% |  -0.356 us |  -0.27% |   SAME   |
|   F64   |      I32      |      2^20      |   0.201   | 186.263 us |       0.57% | 185.910 us |       0.46% |  -0.353 us |  -0.19% |   SAME   |
|   F64   |      I32      |      2^24      |   0.201   |   1.070 ms |       0.24% |   1.070 ms |       0.22% |  -0.618 us |  -0.06% |   SAME   |
|   F64   |      I32      |      2^28      |   0.201   |  15.026 ms |       0.05% |  15.025 ms |       0.04% |  -0.690 us |  -0.00% |   SAME   |
|   F64   |      I64      |      2^16      |     1     | 132.796 us |       0.74% | 132.591 us |       0.59% |  -0.205 us |  -0.15% |   SAME   |
|   F64   |      I64      |      2^20      |     1     | 188.369 us |       0.78% | 188.295 us |       0.75% |  -0.074 us |  -0.04% |   SAME   |
|   F64   |      I64      |      2^24      |     1     |   1.070 ms |       0.16% |   1.069 ms |       0.16% |  -0.284 us |  -0.03% |   SAME   |
|   F64   |      I64      |      2^28      |     1     |  15.293 ms |       0.04% |  15.293 ms |       0.04% |  -0.436 us |  -0.00% |   SAME   |
|   F64   |      I64      |      2^16      |   0.544   | 132.745 us |       0.64% | 132.715 us |       0.66% |  -0.030 us |  -0.02% |   SAME   |
|   F64   |      I64      |      2^20      |   0.544   | 187.849 us |       0.52% | 187.943 us |       0.49% |   0.094 us |   0.05% |   SAME   |
|   F64   |      I64      |      2^24      |   0.544   |   1.088 ms |       0.16% |   1.088 ms |       0.16% |  -0.066 us |  -0.01% |   SAME   |
|   F64   |      I64      |      2^28      |   0.544   |  15.525 ms |       0.04% |  15.525 ms |       0.04% |  -0.623 us |  -0.00% |   SAME   |
|   F64   |      I64      |      2^16      |   0.201   | 132.574 us |       0.61% | 132.599 us |       0.62% |   0.025 us |   0.02% |   SAME   |
|   F64   |      I64      |      2^20      |   0.201   | 185.706 us |       0.53% | 185.733 us |       0.51% |   0.027 us |   0.01% |   SAME   |
|   F64   |      I64      |      2^24      |   0.201   |   1.057 ms |       0.23% |   1.057 ms |       0.21% |   0.215 us |   0.02% |   SAME   |
|   F64   |      I64      |      2^28      |   0.201   |  14.948 ms |       0.10% |  14.948 ms |       0.10% |   0.287 us |   0.00% |   SAME   |

github-actions · 2025-03-04T00:19:58Z

🟩 CI finished in 1h 48m: Pass: 100%/93 | Total: 2d 20h | Avg: 44m 28s | Max: 1h 19m | Hits: 47%/133878

🟩 cub: Pass: 100%/45 | Total: 1d 18h | Avg: 57m 03s | Max: 1h 19m | Hits: 36%/53614

🟩 cpu
  🟩 amd64              Pass: 100%/43  | Total:  1d 16h | Avg: 56m 44s | Max:  1h 19m | Hits:  37%/51178 
  🟩 arm64              Pass: 100%/2   | Total:  2h 07m | Avg:  1h 03m | Max:  1h 06m | Hits:  23%/2436  
🟩 ctk
  🟩 12.0               Pass: 100%/5   | Total:  5h 04m | Avg:  1h 00m | Max:  1h 05m | Hits:  21%/5922  
  🟩 12.5               Pass: 100%/2   | Total:  2h 25m | Avg:  1h 12m | Max:  1h 14m | Hits:  22%/2254  
  🟩 12.8               Pass: 100%/38  | Total:  1d 11h | Avg: 55m 42s | Max:  1h 19m | Hits:  39%/45438 
🟩 cudacxx
  🟩 ClangCUDA18        Pass: 100%/2   | Total:  2h 14m | Avg:  1h 07m | Max:  1h 09m | Hits:  23%/2104  
  🟩 nvcc12.0           Pass: 100%/5   | Total:  5h 04m | Avg:  1h 00m | Max:  1h 05m | Hits:  21%/5922  
  🟩 nvcc12.5           Pass: 100%/2   | Total:  2h 25m | Avg:  1h 12m | Max:  1h 14m | Hits:  22%/2254  
  🟩 nvcc12.8           Pass: 100%/36  | Total:  1d 09h | Avg: 55m 04s | Max:  1h 19m | Hits:  39%/43334 
🟩 cudacxx_family
  🟩 ClangCUDA          Pass: 100%/2   | Total:  2h 14m | Avg:  1h 07m | Max:  1h 09m | Hits:  23%/2104  
  🟩 nvcc               Pass: 100%/43  | Total:  1d 16h | Avg: 56m 35s | Max:  1h 19m | Hits:  36%/51510 
🟩 cxx
  🟩 Clang14            Pass: 100%/4   | Total:  3h 56m | Avg: 59m 06s | Max:  1h 01m | Hits:  22%/4880  
  🟩 Clang15            Pass: 100%/2   | Total:  2h 15m | Avg:  1h 07m | Max:  1h 08m | Hits:  26%/2436  
  🟩 Clang16            Pass: 100%/2   | Total:  2h 13m | Avg:  1h 06m | Max:  1h 07m | Hits:  25%/2436  
  🟩 Clang17            Pass: 100%/2   | Total:  2h 06m | Avg:  1h 03m | Max:  1h 06m | Hits:  24%/2436  
  🟩 Clang18            Pass: 100%/7   | Total:  6h 07m | Avg: 52m 26s | Max:  1h 09m | Hits:  46%/8194  
  🟩 GCC7               Pass: 100%/2   | Total:  2h 06m | Avg:  1h 03m | Max:  1h 05m | Hits:  23%/2440  
  🟩 GCC8               Pass: 100%/1   | Total:  1h 00m | Avg:  1h 00m | Max:  1h 00m | Hits:  22%/1220  
  🟩 GCC9               Pass: 100%/2   | Total:  2h 07m | Avg:  1h 03m | Max:  1h 06m | Hits:  22%/2440  
  🟩 GCC10              Pass: 100%/2   | Total:  2h 05m | Avg:  1h 02m | Max:  1h 02m | Hits:  22%/2440  
  🟩 GCC11              Pass: 100%/2   | Total:  2h 00m | Avg:  1h 00m | Max:  1h 00m | Hits:  22%/2436  
  🟩 GCC12              Pass: 100%/2   | Total:  2h 02m | Avg:  1h 01m | Max:  1h 02m | Hits:  22%/2436  
  🟩 GCC13              Pass: 100%/11  | Total:  7h 23m | Avg: 40m 19s | Max:  1h 13m | Hits:  65%/13398 
  🟩 MSVC14.29          Pass: 100%/2   | Total:  2h 21m | Avg:  1h 10m | Max:  1h 15m | Hits:  13%/2084  
  🟩 MSVC14.42          Pass: 100%/2   | Total:  2h 35m | Avg:  1h 17m | Max:  1h 19m | Hits:  12%/2084  
  🟩 NVHPC24.7          Pass: 100%/2   | Total:  2h 25m | Avg:  1h 12m | Max:  1h 14m | Hits:  22%/2254  
🟩 cxx_family
  🟩 Clang              Pass: 100%/17  | Total: 16h 38m | Avg: 58m 44s | Max:  1h 09m | Hits:  33%/20382 
  🟩 GCC                Pass: 100%/22  | Total: 18h 46m | Avg: 51m 10s | Max:  1h 13m | Hits:  43%/26810 
  🟩 MSVC               Pass: 100%/4   | Total:  4h 57m | Avg:  1h 14m | Max:  1h 19m | Hits:  12%/4168  
  🟩 NVHPC              Pass: 100%/2   | Total:  2h 25m | Avg:  1h 12m | Max:  1h 14m | Hits:  22%/2254  
🟩 gpu
  🟩 h100               Pass: 100%/3   | Total:  1h 29m | Avg: 29m 40s | Max: 35m 38s | Hits:  73%/3654  
  🟩 rtx2080            Pass: 100%/34  | Total:  1d 12h | Avg:  1h 05m | Max:  1h 19m | Hits:  22%/40216 
  🟩 rtxa6000           Pass: 100%/8   | Total:  4h 20m | Avg: 32m 36s | Max:  1h 07m | Hits:  81%/9744  
🟩 jobs
  🟩 Build              Pass: 100%/37  | Total:  1d 15h | Avg:  1h 04m | Max:  1h 19m | Hits:  22%/43870 
  🟩 DeviceLaunch       Pass: 100%/1   | Total: 23m 36s | Avg: 23m 36s | Max: 23m 36s | Hits:  99%/1218  
  🟩 GraphCapture       Pass: 100%/1   | Total: 17m 27s | Avg: 17m 27s | Max: 17m 27s | Hits:  99%/1218  
  🟩 HostLaunch         Pass: 100%/3   | Total:  1h 10m | Avg: 23m 22s | Max: 25m 23s | Hits:  99%/3654  
  🟩 TestGPU            Pass: 100%/3   | Total:  1h 22m | Avg: 27m 23s | Max: 35m 38s | Hits:  99%/3654  
🟩 sm
  🟩 90                 Pass: 100%/3   | Total:  1h 29m | Avg: 29m 40s | Max: 35m 38s | Hits:  73%/3654  
  🟩 90;90a;100         Pass: 100%/1   | Total:  1h 13m | Avg:  1h 13m | Max:  1h 13m | Hits:  22%/1218  
🟩 std
  🟩 17                 Pass: 100%/20  | Total: 21h 39m | Avg:  1h 04m | Max:  1h 19m | Hits:  22%/23591 
  🟩 20                 Pass: 100%/25  | Total: 21h 08m | Avg: 50m 43s | Max:  1h 16m | Hits:  47%/30023

🟩 thrust: Pass: 100%/45 | Total: 1d 00h | Avg: 33m 11s | Max: 1h 07m | Hits: 54%/79956

🟩 cmake_options
  🟩 -DTHRUST_DISPATCH_TYPE=Force32bit Pass: 100%/2   | Total: 43m 35s | Avg: 21m 47s | Max: 29m 21s | Hits:  74%/3556  
🟩 cpu
  🟩 amd64              Pass: 100%/43  | Total: 23h 54m | Avg: 33m 22s | Max:  1h 07m | Hits:  55%/76401 
  🟩 arm64              Pass: 100%/2   | Total: 58m 46s | Avg: 29m 23s | Max: 30m 39s | Hits:  45%/3555  
🟩 ctk
  🟩 12.0               Pass: 100%/5   | Total:  3h 06m | Avg: 37m 19s | Max: 57m 18s | Hits:  38%/8881  
  🟩 12.5               Pass: 100%/2   | Total:  2h 08m | Avg:  1h 04m | Max:  1h 07m | Hits:  13%/3554  
  🟩 12.8               Pass: 100%/38  | Total: 19h 38m | Avg: 31m 00s | Max:  1h 01m | Hits:  58%/67521 
🟩 cudacxx
  🟩 ClangCUDA18        Pass: 100%/2   | Total:  1h 00m | Avg: 30m 01s | Max: 30m 55s | Hits:  50%/3554  
  🟩 nvcc12.0           Pass: 100%/5   | Total:  3h 06m | Avg: 37m 19s | Max: 57m 18s | Hits:  38%/8881  
  🟩 nvcc12.5           Pass: 100%/2   | Total:  2h 08m | Avg:  1h 04m | Max:  1h 07m | Hits:  13%/3554  
  🟩 nvcc12.8           Pass: 100%/36  | Total: 18h 38m | Avg: 31m 03s | Max:  1h 01m | Hits:  59%/63967 
🟩 cudacxx_family
  🟩 ClangCUDA          Pass: 100%/2   | Total:  1h 00m | Avg: 30m 01s | Max: 30m 55s | Hits:  50%/3554  
  🟩 nvcc               Pass: 100%/43  | Total: 23h 53m | Avg: 33m 20s | Max:  1h 07m | Hits:  54%/76402 
🟩 cxx
  🟩 Clang14            Pass: 100%/4   | Total:  2h 04m | Avg: 31m 13s | Max: 31m 56s | Hits:  55%/7108  
  🟩 Clang15            Pass: 100%/2   | Total:  1h 04m | Avg: 32m 01s | Max: 32m 30s | Hits:  45%/3554  
  🟩 Clang16            Pass: 100%/2   | Total:  1h 06m | Avg: 33m 04s | Max: 34m 34s | Hits:  47%/3554  
  🟩 Clang17            Pass: 100%/2   | Total:  1h 06m | Avg: 33m 02s | Max: 33m 13s | Hits:  50%/3554  
  🟩 Clang18            Pass: 100%/7   | Total:  2h 51m | Avg: 24m 32s | Max: 32m 35s | Hits:  64%/12439 
  🟩 GCC7               Pass: 100%/2   | Total:  1h 05m | Avg: 32m 41s | Max: 32m 47s | Hits:  58%/3556  
  🟩 GCC8               Pass: 100%/1   | Total: 33m 16s | Avg: 33m 16s | Max: 33m 16s | Hits:  45%/1778  
  🟩 GCC9               Pass: 100%/2   | Total:  1h 09m | Avg: 34m 32s | Max: 34m 39s | Hits:  58%/3556  
  🟩 GCC10              Pass: 100%/2   | Total:  1h 08m | Avg: 34m 20s | Max: 34m 45s | Hits:  52%/3556  
  🟩 GCC11              Pass: 100%/2   | Total:  1h 05m | Avg: 32m 35s | Max: 32m 46s | Hits:  47%/3556  
  🟩 GCC12              Pass: 100%/2   | Total:  1h 10m | Avg: 35m 29s | Max: 36m 15s | Hits:  51%/3556  
  🟩 GCC13              Pass: 100%/10  | Total:  3h 52m | Avg: 23m 15s | Max: 35m 25s | Hits:  73%/17780 
  🟩 MSVC14.29          Pass: 100%/2   | Total:  1h 54m | Avg: 57m 17s | Max: 57m 18s | Hits:  22%/3542  
  🟩 MSVC14.42          Pass: 100%/3   | Total:  2h 32m | Avg: 50m 40s | Max:  1h 01m | Hits:  35%/5313  
  🟩 NVHPC24.7          Pass: 100%/2   | Total:  2h 08m | Avg:  1h 04m | Max:  1h 07m | Hits:  13%/3554  
🟩 cxx_family
  🟩 Clang              Pass: 100%/17  | Total:  8h 13m | Avg: 29m 00s | Max: 34m 34s | Hits:  56%/30209 
  🟩 GCC                Pass: 100%/21  | Total: 10h 05m | Avg: 28m 49s | Max: 36m 15s | Hits:  62%/37338 
  🟩 MSVC               Pass: 100%/5   | Total:  4h 26m | Avg: 53m 19s | Max:  1h 01m | Hits:  30%/8855  
  🟩 NVHPC              Pass: 100%/2   | Total:  2h 08m | Avg:  1h 04m | Max:  1h 07m | Hits:  13%/3554  
🟩 gpu
  🟩 h100               Pass: 100%/2   | Total: 34m 25s | Avg: 17m 12s | Max: 22m 30s | Hits:  72%/3556  
  🟩 rtx2080            Pass: 100%/33  | Total: 20h 16m | Avg: 36m 51s | Max:  1h 07m | Hits:  46%/58637 
  🟩 rtx4090            Pass: 100%/10  | Total:  4h 02m | Avg: 24m 17s | Max:  1h 01m | Hits:  76%/17763 
🟩 jobs
  🟩 Build              Pass: 100%/38  | Total: 23h 11m | Avg: 36m 37s | Max:  1h 07m | Hits:  47%/67519 
  🟩 TestCPU            Pass: 100%/3   | Total: 44m 52s | Avg: 14m 57s | Max: 28m 56s | Hits:  90%/5326  
  🟩 TestGPU            Pass: 100%/4   | Total: 57m 05s | Avg: 14m 16s | Max: 17m 54s | Hits:  99%/7111  
🟩 sm
  🟩 90                 Pass: 100%/2   | Total: 34m 25s | Avg: 17m 12s | Max: 22m 30s | Hits:  72%/3556  
  🟩 90;90a;100         Pass: 100%/1   | Total: 30m 54s | Avg: 30m 54s | Max: 30m 54s | Hits:  76%/1778  
🟩 std
  🟩 17                 Pass: 100%/20  | Total: 12h 49m | Avg: 38m 28s | Max:  1h 07m | Hits:  45%/35531 
  🟩 20                 Pass: 100%/23  | Total: 11h 20m | Avg: 29m 35s | Max:  1h 01m | Hits:  61%/40869

🟩 cccl_c_parallel: Pass: 100%/2 | Total: 15m 30s | Avg: 7m 45s | Max: 12m 56s | Hits: 97%/308

🟩 cpu
  🟩 amd64              Pass: 100%/2   | Total: 15m 30s | Avg:  7m 45s | Max: 12m 56s | Hits:  97%/308   
🟩 ctk
  🟩 12.8               Pass: 100%/2   | Total: 15m 30s | Avg:  7m 45s | Max: 12m 56s | Hits:  97%/308   
🟩 cudacxx
  🟩 nvcc12.8           Pass: 100%/2   | Total: 15m 30s | Avg:  7m 45s | Max: 12m 56s | Hits:  97%/308   
🟩 cudacxx_family
  🟩 nvcc               Pass: 100%/2   | Total: 15m 30s | Avg:  7m 45s | Max: 12m 56s | Hits:  97%/308   
🟩 cxx
  🟩 GCC13              Pass: 100%/2   | Total: 15m 30s | Avg:  7m 45s | Max: 12m 56s | Hits:  97%/308   
🟩 cxx_family
  🟩 GCC                Pass: 100%/2   | Total: 15m 30s | Avg:  7m 45s | Max: 12m 56s | Hits:  97%/308   
🟩 gpu
  🟩 rtx2080            Pass: 100%/2   | Total: 15m 30s | Avg:  7m 45s | Max: 12m 56s | Hits:  97%/308   
🟩 jobs
  🟩 Build              Pass: 100%/1   | Total:  2m 34s | Avg:  2m 34s | Max:  2m 34s | Hits:  95%/154   
  🟩 Test               Pass: 100%/1   | Total: 12m 56s | Avg: 12m 56s | Max: 12m 56s | Hits:  98%/154

🟩 python: Pass: 100%/1 | Total: 59m 38s | Avg: 59m 38s | Max: 59m 38s

🟩 cpu
  🟩 amd64              Pass: 100%/1   | Total: 59m 38s | Avg: 59m 38s | Max: 59m 38s
🟩 ctk
  🟩 12.8               Pass: 100%/1   | Total: 59m 38s | Avg: 59m 38s | Max: 59m 38s
🟩 cudacxx
  🟩 nvcc12.8           Pass: 100%/1   | Total: 59m 38s | Avg: 59m 38s | Max: 59m 38s
🟩 cudacxx_family
  🟩 nvcc               Pass: 100%/1   | Total: 59m 38s | Avg: 59m 38s | Max: 59m 38s
🟩 cxx
  🟩 GCC13              Pass: 100%/1   | Total: 59m 38s | Avg: 59m 38s | Max: 59m 38s
🟩 cxx_family
  🟩 GCC                Pass: 100%/1   | Total: 59m 38s | Avg: 59m 38s | Max: 59m 38s
🟩 gpu
  🟩 rtx2080            Pass: 100%/1   | Total: 59m 38s | Avg: 59m 38s | Max: 59m 38s
🟩 jobs
  🟩 Test               Pass: 100%/1   | Total: 59m 38s | Avg: 59m 38s | Max: 59m 38s

👃 Inspect Changes

Modifications in project?

	Project
	CCCL Infrastructure
	libcu++
+/-	CUB
	Thrust
	CUDA Experimental
	python
	CCCL C Parallel Library
	Catch2Helper

Modifications in project or dependencies?

	Project
	CCCL Infrastructure
	libcu++
+/-	CUB
+/-	Thrust
	CUDA Experimental
+/-	python
+/-	CCCL C Parallel Library
+/-	Catch2Helper

🏃‍ Runner counts (total jobs: 93)

#	Runner
66	`linux-amd64-cpu16`
9	`windows-amd64-cpu16`
6	`linux-amd64-gpu-rtxa6000-latest-1`
4	`linux-arm64-cpu16`
3	`linux-amd64-gpu-h100-latest-1`
3	`linux-amd64-gpu-rtx4090-latest-1`
2	`linux-amd64-gpu-rtx2080-latest-1`

elstehle · 2025-03-04T09:11:35Z

Could you please also run cub.bench.radix_sort.pairs.base? I know radix sort is also one of the sensitive algorithms and sometimes it's a single workload that suddenly suffers even though everything else looks good. Given that radix sort is such a critical algorithm I'd like to be safe here.

bernhardmgruber · 2025-03-04T10:20:35Z

cub.bench.radix_sort.pairs.base LGTM as well:

|  KeyT{ct}  |  ValueT{ct}  |  OffsetT{ct}  |  Elements{io}  |  Entropy  |   Ref Time |   Ref Noise |   Cmp Time |   Cmp Noise |      Diff |   %Diff |  Status  |
|------------|--------------|---------------|----------------|-----------|------------|-------------|------------|-------------|-----------|---------|----------|
|     I8     |      I8      |      I32      |      2^16      |     1     |  31.386 us |       3.47% |  31.396 us |       3.71% |  0.010 us |   0.03% |   SAME   |
|     I8     |      I8      |      I32      |      2^20      |     1     |  38.046 us |       3.83% |  38.021 us |       3.53% | -0.025 us |  -0.06% |   SAME   |
|     I8     |      I8      |      I32      |      2^24      |     1     | 150.299 us |       0.55% | 150.223 us |       0.52% | -0.076 us |  -0.05% |   SAME   |
|     I8     |      I8      |      I32      |      2^28      |     1     |   1.707 ms |       0.15% |   1.707 ms |       0.15% | -0.233 us |  -0.01% |   SAME   |
|     I8     |      I8      |      I32      |      2^16      |   0.201   |  29.781 us |       3.63% |  29.757 us |       3.60% | -0.024 us |  -0.08% |   SAME   |
|     I8     |      I8      |      I32      |      2^20      |   0.201   |  38.160 us |       2.37% |  38.058 us |       2.46% | -0.101 us |  -0.27% |   SAME   |
|     I8     |      I8      |      I32      |      2^24      |   0.201   | 141.997 us |       0.65% | 142.039 us |       0.71% |  0.041 us |   0.03% |   SAME   |
|     I8     |      I8      |      I32      |      2^28      |   0.201   |   1.619 ms |       0.27% |   1.619 ms |       0.25% |  0.205 us |   0.01% |   SAME   |
|     I8     |      I8      |      I64      |      2^16      |     1     |  31.356 us |       2.56% |  31.386 us |       2.63% |  0.030 us |   0.10% |   SAME   |
|     I8     |      I8      |      I64      |      2^20      |     1     |  38.680 us |       3.95% |  38.755 us |       4.01% |  0.075 us |   0.19% |   SAME   |
|     I8     |      I8      |      I64      |      2^24      |     1     | 148.402 us |       0.72% | 148.397 us |       0.72% | -0.004 us |  -0.00% |   SAME   |
|     I8     |      I8      |      I64      |      2^28      |     1     |   1.760 ms |       0.13% |   1.760 ms |       0.13% |  0.286 us |   0.02% |   SAME   |
|     I8     |      I8      |      I64      |      2^16      |   0.201   |  30.338 us |       4.46% |  30.449 us |       4.33% |  0.110 us |   0.36% |   SAME   |
|     I8     |      I8      |      I64      |      2^20      |   0.201   |  37.073 us |       3.97% |  37.014 us |       3.98% | -0.059 us |  -0.16% |   SAME   |
|     I8     |      I8      |      I64      |      2^24      |   0.201   | 140.810 us |       1.09% | 140.822 us |       1.10% |  0.012 us |   0.01% |   SAME   |
|     I8     |      I8      |      I64      |      2^28      |   0.201   |   1.662 ms |       0.13% |   1.662 ms |       0.12% |  0.143 us |   0.01% |   SAME   |
|     I8     |     I16      |      I32      |      2^16      |     1     |  31.685 us |       2.90% |  31.665 us |       3.00% | -0.020 us |  -0.06% |   SAME   |
|     I8     |     I16      |      I32      |      2^20      |     1     |  40.043 us |       2.73% |  40.023 us |       2.84% | -0.020 us |  -0.05% |   SAME   |
|     I8     |     I16      |      I32      |      2^24      |     1     | 146.467 us |       0.75% | 146.347 us |       0.71% | -0.119 us |  -0.08% |   SAME   |
|     I8     |     I16      |      I32      |      2^28      |     1     |   1.619 ms |       0.15% |   1.619 ms |       0.13% | -0.002 us |  -0.00% |   SAME   |
|     I8     |     I16      |      I32      |      2^16      |   0.201   |  31.706 us |       3.06% |  31.683 us |       2.93% | -0.022 us |  -0.07% |   SAME   |
|     I8     |     I16      |      I32      |      2^20      |   0.201   |  38.511 us |       2.96% |  38.599 us |       3.11% |  0.088 us |   0.23% |   SAME   |
|     I8     |     I16      |      I32      |      2^24      |   0.201   | 137.818 us |       0.79% | 137.784 us |       0.74% | -0.034 us |  -0.02% |   SAME   |
|     I8     |     I16      |      I32      |      2^28      |   0.201   |   1.529 ms |       0.20% |   1.529 ms |       0.19% | -0.050 us |  -0.00% |   SAME   |
|     I8     |     I16      |      I64      |      2^16      |     1     |  31.075 us |       3.84% |  31.029 us |       4.05% | -0.046 us |  -0.15% |   SAME   |
|     I8     |     I16      |      I64      |      2^20      |     1     |  40.355 us |       2.80% |  40.305 us |       2.93% | -0.050 us |  -0.12% |   SAME   |
|     I8     |     I16      |      I64      |      2^24      |     1     | 148.278 us |       1.07% | 148.161 us |       1.08% | -0.116 us |  -0.08% |   SAME   |
|     I8     |     I16      |      I64      |      2^28      |     1     |   1.731 ms |       0.11% |   1.732 ms |       0.10% |  0.145 us |   0.01% |   SAME   |
|     I8     |     I16      |      I64      |      2^16      |   0.201   |  29.264 us |       5.77% |  29.293 us |       6.04% |  0.029 us |   0.10% |   SAME   |
|     I8     |     I16      |      I64      |      2^20      |   0.201   |  38.833 us |       3.69% |  38.894 us |       3.74% |  0.061 us |   0.16% |   SAME   |
|     I8     |     I16      |      I64      |      2^24      |   0.201   | 140.982 us |       0.79% | 140.936 us |       0.84% | -0.046 us |  -0.03% |   SAME   |
|     I8     |     I16      |      I64      |      2^28      |   0.201   |   1.641 ms |       0.16% |   1.641 ms |       0.15% |  0.229 us |   0.01% |   SAME   |
|     I8     |     I32      |      I32      |      2^16      |     1     |  30.316 us |       4.63% |  30.291 us |       4.46% | -0.025 us |  -0.08% |   SAME   |
|     I8     |     I32      |      I32      |      2^20      |     1     |  40.340 us |       2.91% |  40.336 us |       2.89% | -0.003 us |  -0.01% |   SAME   |
|     I8     |     I32      |      I32      |      2^24      |     1     | 148.493 us |       0.73% | 148.471 us |       0.74% | -0.022 us |  -0.01% |   SAME   |
|     I8     |     I32      |      I32      |      2^28      |     1     |   1.645 ms |       0.12% |   1.644 ms |       0.13% | -0.075 us |  -0.00% |   SAME   |
|     I8     |     I32      |      I32      |      2^16      |   0.201   |  31.620 us |       2.98% |  31.677 us |       2.96% |  0.056 us |   0.18% |   SAME   |
|     I8     |     I32      |      I32      |      2^20      |   0.201   |  38.535 us |       3.22% |  38.521 us |       3.23% | -0.014 us |  -0.04% |   SAME   |
|     I8     |     I32      |      I32      |      2^24      |   0.201   | 139.651 us |       0.64% | 139.670 us |       0.68% |  0.019 us |   0.01% |   SAME   |
|     I8     |     I32      |      I32      |      2^28      |   0.201   |   1.549 ms |       0.22% |   1.549 ms |       0.22% |  0.161 us |   0.01% |   SAME   |
|     I8     |     I32      |      I64      |      2^16      |     1     |  28.739 us |       5.66% |  28.620 us |       5.83% | -0.119 us |  -0.41% |   SAME   |
|     I8     |     I32      |      I64      |      2^20      |     1     |  41.334 us |       1.62% |  41.255 us |       1.76% | -0.079 us |  -0.19% |   SAME   |
|     I8     |     I32      |      I64      |      2^24      |     1     | 149.322 us |       1.04% | 149.301 us |       1.14% | -0.021 us |  -0.01% |   SAME   |
|     I8     |     I32      |      I64      |      2^28      |     1     |   1.724 ms |       0.13% |   1.724 ms |       0.12% |  0.022 us |   0.00% |   SAME   |
|     I8     |     I32      |      I64      |      2^16      |   0.201   |  28.573 us |       4.68% |  28.580 us |       5.04% |  0.007 us |   0.02% |   SAME   |
|     I8     |     I32      |      I64      |      2^20      |   0.201   |  38.814 us |       3.57% |  38.770 us |       3.72% | -0.044 us |  -0.11% |   SAME   |
|     I8     |     I32      |      I64      |      2^24      |   0.201   | 141.857 us |       0.57% | 141.886 us |       0.61% |  0.029 us |   0.02% |   SAME   |
|     I8     |     I32      |      I64      |      2^28      |   0.201   |   1.627 ms |       0.22% |   1.627 ms |       0.23% | -0.118 us |  -0.01% |   SAME   |
|     I8     |     I64      |      I32      |      2^16      |     1     |  27.846 us |       6.27% |  27.921 us |       6.47% |  0.075 us |   0.27% |   SAME   |
|     I8     |     I64      |      I32      |      2^20      |     1     |  42.624 us |       2.24% |  42.497 us |       2.34% | -0.127 us |  -0.30% |   SAME   |
|     I8     |     I64      |      I32      |      2^24      |     1     | 184.335 us |       0.72% | 184.420 us |       0.75% |  0.085 us |   0.05% |   SAME   |
|     I8     |     I64      |      I32      |      2^28      |     1     |   2.202 ms |       0.18% |   2.202 ms |       0.18% |  0.073 us |   0.00% |   SAME   |
|     I8     |     I64      |      I32      |      2^16      |   0.201   |  29.600 us |       3.20% |  29.572 us |       3.25% | -0.028 us |  -0.09% |   SAME   |
|     I8     |     I64      |      I32      |      2^20      |   0.201   |  40.173 us |       2.50% |  40.080 us |       2.42% | -0.092 us |  -0.23% |   SAME   |
|     I8     |     I64      |      I32      |      2^24      |   0.201   | 172.878 us |       0.58% | 172.778 us |       0.58% | -0.100 us |  -0.06% |   SAME   |
|     I8     |     I64      |      I32      |      2^28      |   0.201   |   2.053 ms |       0.23% |   2.053 ms |       0.22% | -0.467 us |  -0.02% |   SAME   |
|     I8     |     I64      |      I64      |      2^16      |     1     |  29.290 us |       3.04% |  29.374 us |       3.21% |  0.084 us |   0.29% |   SAME   |
|     I8     |     I64      |      I64      |      2^20      |     1     |  42.603 us |       2.97% |  42.443 us |       3.02% | -0.160 us |  -0.38% |   SAME   |
|     I8     |     I64      |      I64      |      2^24      |     1     | 197.833 us |       0.57% | 197.710 us |       0.55% | -0.123 us |  -0.06% |   SAME   |
|     I8     |     I64      |      I64      |      2^28      |     1     |   2.492 ms |       0.21% |   2.491 ms |       0.23% | -0.487 us |  -0.02% |   SAME   |
|     I8     |     I64      |      I64      |      2^16      |   0.201   |  29.284 us |       3.10% |  29.393 us |       3.12% |  0.110 us |   0.37% |   SAME   |
|     I8     |     I64      |      I64      |      2^20      |   0.201   |  41.362 us |       3.34% |  41.175 us |       3.34% | -0.186 us |  -0.45% |   SAME   |
|     I8     |     I64      |      I64      |      2^24      |   0.201   | 186.346 us |       0.77% | 186.324 us |       0.76% | -0.023 us |  -0.01% |   SAME   |
|     I8     |     I64      |      I64      |      2^28      |   0.201   |   2.341 ms |       0.20% |   2.341 ms |       0.21% |  0.373 us |   0.02% |   SAME   |
|     I8     |     I128     |      I32      |      2^16      |     1     |  28.779 us |       4.93% |  28.930 us |       4.95% |  0.151 us |   0.52% |   SAME   |
|     I8     |     I128     |      I32      |      2^20      |     1     |  47.802 us |       1.71% |  47.654 us |       1.55% | -0.148 us |  -0.31% |   SAME   |
|     I8     |     I128     |      I32      |      2^24      |     1     | 282.569 us |       0.49% | 282.576 us |       0.50% |  0.007 us |   0.00% |   SAME   |
|     I8     |     I128     |      I32      |      2^28      |     1     |   3.820 ms |       0.06% |   3.821 ms |       0.07% |  0.050 us |   0.00% |   SAME   |
|     I8     |     I128     |      I32      |      2^16      |   0.201   |  29.749 us |       3.27% |  29.726 us |       3.27% | -0.023 us |  -0.08% |   SAME   |
|     I8     |     I128     |      I32      |      2^20      |   0.201   |  45.500 us |       3.15% |  45.550 us |       3.15% |  0.050 us |   0.11% |   SAME   |
|     I8     |     I128     |      I32      |      2^24      |   0.201   | 266.963 us |       0.46% | 266.995 us |       0.48% |  0.032 us |   0.01% |   SAME   |
|     I8     |     I128     |      I32      |      2^28      |   0.201   |   3.616 ms |       0.08% |   3.615 ms |       0.08% | -0.096 us |  -0.00% |   SAME   |
|     I8     |     I128     |      I64      |      2^16      |     1     |  29.564 us |       3.48% |  29.579 us |       3.64% |  0.015 us |   0.05% |   SAME   |
|     I8     |     I128     |      I64      |      2^20      |     1     |  49.307 us |       1.94% |  49.251 us |       1.82% | -0.056 us |  -0.11% |   SAME   |
|     I8     |     I128     |      I64      |      2^24      |     1     | 294.410 us |       0.51% | 294.207 us |       0.57% | -0.203 us |  -0.07% |   SAME   |
|     I8     |     I128     |      I64      |      2^28      |     1     |   4.066 ms |       0.12% |   4.066 ms |       0.12% |  0.006 us |   0.00% |   SAME   |
|     I8     |     I128     |      I64      |      2^16      |   0.201   |  28.398 us |       4.79% |  27.963 us |       4.69% | -0.435 us |  -1.53% |   SAME   |
|     I8     |     I128     |      I64      |      2^20      |   0.201   |  46.332 us |       2.01% |  46.309 us |       2.04% | -0.023 us |  -0.05% |   SAME   |
|     I8     |     I128     |      I64      |      2^24      |   0.201   | 279.057 us |       0.48% | 278.915 us |       0.50% | -0.143 us |  -0.05% |   SAME   |
|     I8     |     I128     |      I64      |      2^28      |   0.201   |   3.839 ms |       0.21% |   3.839 ms |       0.22% |  0.814 us |   0.02% |   SAME   |
|    I16     |      I8      |      I32      |      2^16      |     1     |  47.184 us |       2.34% |  47.048 us |       2.15% | -0.136 us |  -0.29% |   SAME   |
|    I16     |      I8      |      I32      |      2^20      |     1     |  60.516 us |       1.38% |  60.398 us |       1.23% | -0.118 us |  -0.19% |   SAME   |
|    I16     |      I8      |      I32      |      2^24      |     1     | 252.813 us |       0.38% | 252.900 us |       0.38% |  0.086 us |   0.03% |   SAME   |
|    I16     |      I8      |      I32      |      2^28      |     1     |   3.165 ms |       0.07% |   3.169 ms |       0.06% |  3.981 us |   0.13% |   SLOW   |
|    I16     |      I8      |      I32      |      2^16      |   0.201   |  48.738 us |       1.73% |  48.692 us |       1.78% | -0.046 us |  -0.09% |   SAME   |
|    I16     |      I8      |      I32      |      2^20      |   0.201   |  60.173 us |       0.94% |  60.283 us |       0.95% |  0.109 us |   0.18% |   SAME   |
|    I16     |      I8      |      I32      |      2^24      |   0.201   | 240.238 us |       0.45% | 240.200 us |       0.49% | -0.038 us |  -0.02% |   SAME   |
|    I16     |      I8      |      I32      |      2^28      |   0.201   |   2.999 ms |       0.10% |   3.004 ms |       0.07% |  4.911 us |   0.16% |   SLOW   |
|    I16     |      I8      |      I64      |      2^16      |     1     |  44.989 us |       2.51% |  44.863 us |       2.41% | -0.126 us |  -0.28% |   SAME   |
|    I16     |      I8      |      I64      |      2^20      |     1     |  62.694 us |       2.51% |  62.657 us |       2.38% | -0.037 us |  -0.06% |   SAME   |
|    I16     |      I8      |      I64      |      2^24      |     1     | 263.150 us |       0.35% | 263.196 us |       0.32% |  0.046 us |   0.02% |   SAME   |
|    I16     |      I8      |      I64      |      2^28      |     1     |   3.317 ms |       0.05% |   3.315 ms |       0.07% | -1.982 us |  -0.06% |   FAST   |
|    I16     |      I8      |      I64      |      2^16      |   0.201   |  44.722 us |       2.07% |  44.486 us |       1.91% | -0.236 us |  -0.53% |   SAME   |
|    I16     |      I8      |      I64      |      2^20      |   0.201   |  60.123 us |       1.51% |  60.049 us |       1.25% | -0.073 us |  -0.12% |   SAME   |
|    I16     |      I8      |      I64      |      2^24      |   0.201   | 248.674 us |       0.24% | 248.646 us |       0.26% | -0.028 us |  -0.01% |   SAME   |
|    I16     |      I8      |      I64      |      2^28      |   0.201   |   3.130 ms |       0.06% |   3.123 ms |       0.11% | -7.320 us |  -0.23% |   FAST   |
|    I16     |     I16      |      I32      |      2^16      |     1     |  49.068 us |       1.95% |  49.116 us |       1.97% |  0.048 us |   0.10% |   SAME   |
|    I16     |     I16      |      I32      |      2^20      |     1     |  61.182 us |       2.02% |  61.197 us |       2.10% |  0.016 us |   0.03% |   SAME   |
|    I16     |     I16      |      I32      |      2^24      |     1     | 263.116 us |       0.42% | 263.021 us |       0.41% | -0.095 us |  -0.04% |   SAME   |
|    I16     |     I16      |      I32      |      2^28      |     1     |   3.272 ms |       0.07% |   3.272 ms |       0.06% |  0.240 us |   0.01% |   SAME   |
|    I16     |     I16      |      I32      |      2^16      |   0.201   |  47.673 us |       2.13% |  47.628 us |       2.14% | -0.046 us |  -0.10% |   SAME   |
|    I16     |     I16      |      I32      |      2^20      |   0.201   |  58.486 us |       2.37% |  58.480 us |       2.42% | -0.006 us |  -0.01% |   SAME   |
|    I16     |     I16      |      I32      |      2^24      |   0.201   | 250.359 us |       0.39% | 250.361 us |       0.38% |  0.002 us |   0.00% |   SAME   |
|    I16     |     I16      |      I32      |      2^28      |   0.201   |   3.103 ms |       0.07% |   3.103 ms |       0.07% |  0.146 us |   0.00% |   SAME   |
|    I16     |     I16      |      I64      |      2^16      |     1     |  47.343 us |       2.28% |  47.204 us |       2.43% | -0.140 us |  -0.29% |   SAME   |
|    I16     |     I16      |      I64      |      2^20      |     1     |  62.558 us |       1.25% |  62.461 us |       1.08% | -0.098 us |  -0.16% |   SAME   |
|    I16     |     I16      |      I64      |      2^24      |     1     | 270.240 us |       0.53% | 270.226 us |       0.51% | -0.014 us |  -0.01% |   SAME   |
|    I16     |     I16      |      I64      |      2^28      |     1     |   3.325 ms |       0.13% |   3.325 ms |       0.13% | -0.190 us |  -0.01% |   SAME   |
|    I16     |     I16      |      I64      |      2^16      |   0.201   |  46.894 us |       2.42% |  46.829 us |       2.36% | -0.065 us |  -0.14% |   SAME   |
|    I16     |     I16      |      I64      |      2^20      |   0.201   |  57.827 us |       1.81% |  58.316 us |       2.41% |  0.490 us |   0.85% |   SAME   |
|    I16     |     I16      |      I64      |      2^24      |   0.201   | 255.251 us |       0.41% | 255.181 us |       0.38% | -0.070 us |  -0.03% |   SAME   |
|    I16     |     I16      |      I64      |      2^28      |   0.201   |   3.133 ms |       0.12% |   3.133 ms |       0.11% | -0.243 us |  -0.01% |   SAME   |
|    I16     |     I32      |      I32      |      2^16      |     1     |  48.618 us |       1.88% |  48.620 us |       1.79% |  0.002 us |   0.00% |   SAME   |
|    I16     |     I32      |      I32      |      2^20      |     1     |  60.827 us |       1.75% |  60.732 us |       1.72% | -0.095 us |  -0.16% |   SAME   |
|    I16     |     I32      |      I32      |      2^24      |     1     | 267.029 us |       0.51% | 267.136 us |       0.50% |  0.107 us |   0.04% |   SAME   |
|    I16     |     I32      |      I32      |      2^28      |     1     |   3.304 ms |       0.06% |   3.304 ms |       0.06% |  0.292 us |   0.01% |   SAME   |
|    I16     |     I32      |      I32      |      2^16      |   0.201   |  48.505 us |       2.18% |  48.638 us |       2.20% |  0.133 us |   0.27% |   SAME   |
|    I16     |     I32      |      I32      |      2^20      |   0.201   |  60.024 us |       1.00% |  59.991 us |       1.14% | -0.033 us |  -0.05% |   SAME   |
|    I16     |     I32      |      I32      |      2^24      |   0.201   | 253.079 us |       0.54% | 253.179 us |       0.55% |  0.100 us |   0.04% |   SAME   |
|    I16     |     I32      |      I32      |      2^28      |   0.201   |   3.120 ms |       0.06% |   3.120 ms |       0.07% |  0.171 us |   0.01% |   SAME   |
|    I16     |     I32      |      I64      |      2^16      |     1     |  46.491 us |       1.75% |  46.573 us |       1.88% |  0.082 us |   0.18% |   SAME   |
|    I16     |     I32      |      I64      |      2^20      |     1     |  62.376 us |       1.88% |  62.380 us |       1.86% |  0.004 us |   0.01% |   SAME   |
|    I16     |     I32      |      I64      |      2^24      |     1     | 263.267 us |       0.35% | 263.321 us |       0.35% |  0.054 us |   0.02% |   SAME   |
|    I16     |     I32      |      I64      |      2^28      |     1     |   3.267 ms |       0.05% |   3.267 ms |       0.05% | -0.077 us |  -0.00% |   SAME   |
|    I16     |     I32      |      I64      |      2^16      |   0.201   |  47.189 us |       2.09% |  47.068 us |       2.01% | -0.121 us |  -0.26% |   SAME   |
|    I16     |     I32      |      I64      |      2^20      |   0.201   |  59.032 us |       2.68% |  59.184 us |       2.70% |  0.152 us |   0.26% |   SAME   |
|    I16     |     I32      |      I64      |      2^24      |   0.201   | 250.686 us |       0.34% | 250.633 us |       0.31% | -0.054 us |  -0.02% |   SAME   |
|    I16     |     I32      |      I64      |      2^28      |   0.201   |   3.096 ms |       0.07% |   3.096 ms |       0.07% |  0.164 us |   0.01% |   SAME   |
|    I16     |     I64      |      I32      |      2^16      |     1     |  44.874 us |       2.45% |  44.907 us |       2.67% |  0.033 us |   0.07% |   SAME   |
|    I16     |     I64      |      I32      |      2^20      |     1     |  66.583 us |       0.86% |  66.595 us |       0.94% |  0.012 us |   0.02% |   SAME   |
|    I16     |     I64      |      I32      |      2^24      |     1     | 385.234 us |       0.32% | 385.309 us |       0.31% |  0.076 us |   0.02% |   SAME   |
|    I16     |     I64      |      I32      |      2^28      |     1     |   5.289 ms |       0.06% |   5.290 ms |       0.06% |  0.560 us |   0.01% |   SAME   |
|    I16     |     I64      |      I32      |      2^16      |   0.201   |  43.327 us |       2.57% |  43.322 us |       2.71% | -0.005 us |  -0.01% |   SAME   |
|    I16     |     I64      |      I32      |      2^20      |   0.201   |  63.912 us |       1.28% |  63.912 us |       1.32% | -0.000 us |  -0.00% |   SAME   |
|    I16     |     I64      |      I32      |      2^24      |   0.201   | 367.267 us |       0.21% | 367.284 us |       0.22% |  0.017 us |   0.00% |   SAME   |
|    I16     |     I64      |      I32      |      2^28      |   0.201   |   5.015 ms |       0.07% |   5.016 ms |       0.07% |  0.437 us |   0.01% |   SAME   |
|    I16     |     I64      |      I64      |      2^16      |     1     |  45.078 us |       2.75% |  44.892 us |       2.59% | -0.186 us |  -0.41% |   SAME   |
|    I16     |     I64      |      I64      |      2^20      |     1     |  65.165 us |       1.82% |  64.905 us |       1.66% | -0.259 us |  -0.40% |   SAME   |
|    I16     |     I64      |      I64      |      2^24      |     1     | 337.673 us |       0.35% | 337.615 us |       0.35% | -0.058 us |  -0.02% |   SAME   |
|    I16     |     I64      |      I64      |      2^28      |     1     |   4.507 ms |       0.06% |   4.507 ms |       0.06% |  0.104 us |   0.00% |   SAME   |
|    I16     |     I64      |      I64      |      2^16      |   0.201   |  45.903 us |       2.52% |  45.775 us |       2.38% | -0.128 us |  -0.28% |   SAME   |
|    I16     |     I64      |      I64      |      2^20      |   0.201   |  64.442 us |       1.29% |  64.379 us |       1.18% | -0.064 us |  -0.10% |   SAME   |
|    I16     |     I64      |      I64      |      2^24      |   0.201   | 318.160 us |       0.43% | 318.138 us |       0.42% | -0.022 us |  -0.01% |   SAME   |
|    I16     |     I64      |      I64      |      2^28      |   0.201   |   4.238 ms |       0.07% |   4.238 ms |       0.07% |  0.235 us |   0.01% |   SAME   |
|    I16     |     I128     |      I32      |      2^16      |     1     |  44.562 us |       2.00% |  44.544 us |       1.95% | -0.018 us |  -0.04% |   SAME   |
|    I16     |     I128     |      I32      |      2^20      |     1     |  76.371 us |       1.61% |  76.253 us |       1.56% | -0.118 us |  -0.15% |   SAME   |
|    I16     |     I128     |      I32      |      2^24      |     1     | 564.705 us |       0.25% | 564.806 us |       0.25% |  0.101 us |   0.02% |   SAME   |
|    I16     |     I128     |      I32      |      2^28      |     1     |   8.151 ms |       0.05% |   8.152 ms |       0.05% |  0.431 us |   0.01% |   SAME   |
|    I16     |     I128     |      I32      |      2^16      |   0.201   |  44.529 us |       1.91% |  44.533 us |       1.99% |  0.004 us |   0.01% |   SAME   |
|    I16     |     I128     |      I32      |      2^20      |   0.201   |  76.066 us |       1.46% |  76.012 us |       1.47% | -0.054 us |  -0.07% |   SAME   |
|    I16     |     I128     |      I32      |      2^24      |   0.201   | 536.651 us |       0.26% | 536.672 us |       0.26% |  0.022 us |   0.00% |   SAME   |
|    I16     |     I128     |      I32      |      2^28      |   0.201   |   7.740 ms |       0.05% |   7.740 ms |       0.05% |  0.140 us |   0.00% |   SAME   |
|    I16     |     I128     |      I64      |      2^16      |     1     |  44.943 us |       2.46% |  45.017 us |       2.76% |  0.074 us |   0.17% |   SAME   |
|    I16     |     I128     |      I64      |      2^20      |     1     |  78.980 us |       1.37% |  78.944 us |       1.46% | -0.036 us |  -0.05% |   SAME   |
|    I16     |     I128     |      I64      |      2^24      |     1     | 537.020 us |       0.23% | 536.965 us |       0.21% | -0.055 us |  -0.01% |   SAME   |
|    I16     |     I128     |      I64      |      2^28      |     1     |   7.652 ms |       0.04% |   7.652 ms |       0.04% |  0.359 us |   0.00% |   SAME   |
|    I16     |     I128     |      I64      |      2^16      |   0.201   |  44.891 us |       2.19% |  44.854 us |       2.09% | -0.037 us |  -0.08% |   SAME   |
|    I16     |     I128     |      I64      |      2^20      |   0.201   |  76.692 us |       0.61% |  76.641 us |       0.70% | -0.051 us |  -0.07% |   SAME   |
|    I16     |     I128     |      I64      |      2^24      |   0.201   | 508.147 us |       0.27% | 507.985 us |       0.26% | -0.162 us |  -0.03% |   SAME   |
|    I16     |     I128     |      I64      |      2^28      |   0.201   |   7.256 ms |       0.05% |   7.257 ms |       0.05% |  0.642 us |   0.01% |   SAME   |
|    I32     |      I8      |      I32      |      2^16      |     1     |  78.286 us |       1.98% |  78.354 us |       1.98% |  0.068 us |   0.09% |   SAME   |
|    I32     |      I8      |      I32      |      2^20      |     1     | 105.659 us |       0.77% | 105.698 us |       0.76% |  0.040 us |   0.04% |   SAME   |
|    I32     |      I8      |      I32      |      2^24      |     1     | 657.136 us |       0.29% | 657.206 us |       0.29% |  0.069 us |   0.01% |   SAME   |
|    I32     |      I8      |      I32      |      2^28      |     1     |   9.531 ms |       0.08% |   9.523 ms |       0.08% | -7.794 us |  -0.08% |   FAST   |
|    I32     |      I8      |      I32      |      2^16      |   0.201   |  82.189 us |       1.48% |  82.189 us |       1.41% | -0.001 us |  -0.00% |   SAME   |
|    I32     |      I8      |      I32      |      2^20      |   0.201   | 102.889 us |       1.28% | 103.023 us |       1.29% |  0.134 us |   0.13% |   SAME   |
|    I32     |      I8      |      I32      |      2^24      |   0.201   | 638.310 us |       0.29% | 638.177 us |       0.29% | -0.133 us |  -0.02% |   SAME   |
|    I32     |      I8      |      I32      |      2^28      |   0.201   |   9.132 ms |       0.10% |   9.124 ms |       0.10% | -7.939 us |  -0.09% |   SAME   |
|    I32     |      I8      |      I64      |      2^16      |     1     |  75.528 us |       2.03% |  75.584 us |       2.06% |  0.056 us |   0.07% |   SAME   |
|    I32     |      I8      |      I64      |      2^20      |     1     | 108.059 us |       1.49% | 108.033 us |       1.56% | -0.026 us |  -0.02% |   SAME   |
|    I32     |      I8      |      I64      |      2^24      |     1     | 540.466 us |       0.28% | 540.545 us |       0.27% |  0.079 us |   0.01% |   SAME   |
|    I32     |      I8      |      I64      |      2^28      |     1     |   7.444 ms |       0.15% |   7.445 ms |       0.15% |  1.860 us |   0.02% |   SAME   |
|    I32     |      I8      |      I64      |      2^16      |   0.201   |  77.103 us |       0.94% |  77.106 us |       0.93% |  0.003 us |   0.00% |   SAME   |
|    I32     |      I8      |      I64      |      2^20      |   0.201   | 103.284 us |       1.20% | 103.534 us |       1.27% |  0.250 us |   0.24% |   SAME   |
|    I32     |      I8      |      I64      |      2^24      |   0.201   | 517.928 us |       0.25% | 517.896 us |       0.25% | -0.032 us |  -0.01% |   SAME   |
|    I32     |      I8      |      I64      |      2^28      |   0.201   |   7.104 ms |       0.14% |   7.105 ms |       0.15% |  1.296 us |   0.02% |   SAME   |
|    I32     |     I16      |      I32      |      2^16      |     1     |  82.462 us |       1.42% |  82.381 us |       1.55% | -0.081 us |  -0.10% |   SAME   |
|    I32     |     I16      |      I32      |      2^20      |     1     | 104.252 us |       1.21% | 104.382 us |       1.35% |  0.129 us |   0.12% |   SAME   |
|    I32     |     I16      |      I32      |      2^24      |     1     | 496.906 us |       0.31% | 497.027 us |       0.30% |  0.121 us |   0.02% |   SAME   |
|    I32     |     I16      |      I32      |      2^28      |     1     |   6.526 ms |       0.04% |   6.527 ms |       0.04% |  0.176 us |   0.00% |   SAME   |
|    I32     |     I16      |      I32      |      2^16      |   0.201   |  78.881 us |       1.28% |  78.919 us |       1.20% |  0.037 us |   0.05% |   SAME   |
|    I32     |     I16      |      I32      |      2^20      |   0.201   | 101.451 us |       1.17% | 101.738 us |       1.18% |  0.287 us |   0.28% |   SAME   |
|    I32     |     I16      |      I32      |      2^24      |   0.201   | 475.521 us |       0.27% | 475.641 us |       0.27% |  0.120 us |   0.03% |   SAME   |
|    I32     |     I16      |      I32      |      2^28      |   0.201   |   6.213 ms |       0.04% |   6.213 ms |       0.04% |  0.033 us |   0.00% |   SAME   |
|    I32     |     I16      |      I64      |      2^16      |     1     |  77.228 us |       2.29% |  77.727 us |       2.47% |  0.498 us |   0.65% |   SAME   |
|    I32     |     I16      |      I64      |      2^20      |     1     | 108.655 us |       1.39% | 108.657 us |       1.34% |  0.002 us |   0.00% |   SAME   |
|    I32     |     I16      |      I64      |      2^24      |     1     | 547.614 us |       0.26% | 547.597 us |       0.25% | -0.017 us |  -0.00% |   SAME   |
|    I32     |     I16      |      I64      |      2^28      |     1     |   7.498 ms |       0.10% |   7.499 ms |       0.10% |  0.695 us |   0.01% |   SAME   |
|    I32     |     I16      |      I64      |      2^16      |   0.201   |  74.107 us |       2.41% |  74.467 us |       2.48% |  0.360 us |   0.49% |   SAME   |
|    I32     |     I16      |      I64      |      2^20      |   0.201   | 103.663 us |       1.17% | 103.717 us |       1.10% |  0.054 us |   0.05% |   SAME   |
|    I32     |     I16      |      I64      |      2^24      |   0.201   | 523.376 us |       0.42% | 522.932 us |       0.43% | -0.445 us |  -0.08% |   SAME   |
|    I32     |     I16      |      I64      |      2^28      |   0.201   |   7.154 ms |       0.12% |   7.154 ms |       0.12% |  0.329 us |   0.00% |   SAME   |
|    I32     |     I32      |      I32      |      2^16      |     1     |  79.297 us |       2.25% |  78.358 us |       1.93% | -0.939 us |  -1.18% |   SAME   |
|    I32     |     I32      |      I32      |      2^20      |     1     | 104.763 us |       1.57% | 104.868 us |       1.65% |  0.105 us |   0.10% |   SAME   |
|    I32     |     I32      |      I32      |      2^24      |     1     | 508.385 us |       0.35% | 508.274 us |       0.35% | -0.111 us |  -0.02% |   SAME   |
|    I32     |     I32      |      I32      |      2^28      |     1     |   6.633 ms |       0.05% |   6.633 ms |       0.05% | -0.110 us |  -0.00% |   SAME   |
|    I32     |     I32      |      I32      |      2^16      |   0.201   |  78.884 us |       1.31% |  78.881 us |       1.20% | -0.003 us |  -0.00% |   SAME   |
|    I32     |     I32      |      I32      |      2^20      |   0.201   | 101.388 us |       1.23% | 101.351 us |       1.32% | -0.037 us |  -0.04% |   SAME   |
|    I32     |     I32      |      I32      |      2^24      |   0.201   | 482.911 us |       0.36% | 482.796 us |       0.37% | -0.115 us |  -0.02% |   SAME   |
|    I32     |     I32      |      I32      |      2^28      |   0.201   |   6.270 ms |       0.06% |   6.270 ms |       0.07% | -0.457 us |  -0.01% |   SAME   |
|    I32     |     I32      |      I64      |      2^16      |     1     |  78.567 us |       2.72% |  78.243 us |       2.34% | -0.324 us |  -0.41% |   SAME   |
|    I32     |     I32      |      I64      |      2^20      |     1     | 109.141 us |       1.31% | 109.107 us |       1.19% | -0.034 us |  -0.03% |   SAME   |
|    I32     |     I32      |      I64      |      2^24      |     1     | 558.312 us |       0.31% | 558.401 us |       0.31% |  0.089 us |   0.02% |   SAME   |
|    I32     |     I32      |      I64      |      2^28      |     1     |   7.663 ms |       0.05% |   7.663 ms |       0.05% | -0.077 us |  -0.00% |   SAME   |
|    I32     |     I32      |      I64      |      2^16      |   0.201   |  74.854 us |       2.63% |  74.645 us |       2.73% | -0.208 us |  -0.28% |   SAME   |
|    I32     |     I32      |      I64      |      2^20      |   0.201   | 104.774 us |       1.33% | 104.538 us |       1.26% | -0.236 us |  -0.23% |   SAME   |
|    I32     |     I32      |      I64      |      2^24      |   0.201   | 533.515 us |       0.28% | 533.414 us |       0.28% | -0.101 us |  -0.02% |   SAME   |
|    I32     |     I32      |      I64      |      2^28      |   0.201   |   7.296 ms |       0.06% |   7.295 ms |       0.06% | -0.299 us |  -0.00% |   SAME   |
|    I32     |     I64      |      I32      |      2^16      |     1     |  79.806 us |       1.97% |  78.936 us |       1.91% | -0.870 us |  -1.09% |   SAME   |
|    I32     |     I64      |      I32      |      2^20      |     1     | 113.144 us |       1.17% | 113.149 us |       1.23% |  0.005 us |   0.00% |   SAME   |
|    I32     |     I64      |      I32      |      2^24      |     1     | 635.665 us |       0.33% | 635.817 us |       0.35% |  0.153 us |   0.02% |   SAME   |
|    I32     |     I64      |      I32      |      2^28      |     1     |   8.817 ms |       0.08% |   8.818 ms |       0.08% |  0.520 us |   0.01% |   SAME   |
|    I32     |     I64      |      I32      |      2^16      |   0.201   |  74.091 us |       2.39% |  74.731 us |       2.89% |  0.640 us |   0.86% |   SAME   |
|    I32     |     I64      |      I32      |      2^20      |   0.201   | 108.398 us |       1.42% | 108.550 us |       1.45% |  0.151 us |   0.14% |   SAME   |
|    I32     |     I64      |      I32      |      2^24      |   0.201   | 602.993 us |       0.22% | 603.113 us |       0.21% |  0.121 us |   0.02% |   SAME   |
|    I32     |     I64      |      I32      |      2^28      |   0.201   |   8.330 ms |       0.08% |   8.330 ms |       0.08% |  0.211 us |   0.00% |   SAME   |
|    I32     |     I64      |      I64      |      2^16      |     1     |  77.805 us |       2.73% |  77.828 us |       2.56% |  0.023 us |   0.03% |   SAME   |
|    I32     |     I64      |      I64      |      2^20      |     1     | 114.436 us |       1.10% | 114.668 us |       1.15% |  0.232 us |   0.20% |   SAME   |
|    I32     |     I64      |      I64      |      2^24      |     1     | 658.104 us |       0.27% | 658.237 us |       0.27% |  0.133 us |   0.02% |   SAME   |
|    I32     |     I64      |      I64      |      2^28      |     1     |   9.247 ms |       0.03% |   9.247 ms |       0.03% |  0.023 us |   0.00% |   SAME   |
|    I32     |     I64      |      I64      |      2^16      |   0.201   |  74.743 us |       2.62% |  74.829 us |       2.74% |  0.086 us |   0.11% |   SAME   |
|    I32     |     I64      |      I64      |      2^20      |   0.201   | 111.496 us |       1.05% | 111.692 us |       1.05% |  0.196 us |   0.18% |   SAME   |
|    I32     |     I64      |      I64      |      2^24      |   0.201   | 621.157 us |       0.27% | 621.212 us |       0.28% |  0.055 us |   0.01% |   SAME   |
|    I32     |     I64      |      I64      |      2^28      |   0.201   |   8.723 ms |       0.04% |   8.723 ms |       0.04% |  0.092 us |   0.00% |   SAME   |
|    I32     |     I128     |      I32      |      2^16      |     1     |  71.150 us |       1.69% |  71.158 us |       1.69% |  0.008 us |   0.01% |   SAME   |
|    I32     |     I128     |      I32      |      2^20      |     1     | 130.168 us |       0.83% | 130.183 us |       0.85% |  0.015 us |   0.01% |   SAME   |
|    I32     |     I128     |      I32      |      2^24      |     1     | 894.735 us |       0.24% | 894.774 us |       0.23% |  0.039 us |   0.00% |   SAME   |
|    I32     |     I128     |      I32      |      2^28      |     1     |  12.922 ms |       0.08% |  12.922 ms |       0.07% | -0.263 us |  -0.00% |   SAME   |
|    I32     |     I128     |      I32      |      2^16      |   0.201   |  74.375 us |       1.51% |  74.362 us |       1.51% | -0.013 us |  -0.02% |   SAME   |
|    I32     |     I128     |      I32      |      2^20      |   0.201   | 123.069 us |       1.05% | 123.033 us |       1.11% | -0.036 us |  -0.03% |   SAME   |
|    I32     |     I128     |      I32      |      2^24      |   0.201   | 848.967 us |       0.15% | 848.968 us |       0.15% |  0.001 us |   0.00% |   SAME   |
|    I32     |     I128     |      I32      |      2^28      |   0.201   |  12.218 ms |       0.09% |  12.217 ms |       0.09% | -0.678 us |  -0.01% |   SAME   |
|    I32     |     I128     |      I64      |      2^16      |     1     |  76.155 us |       1.79% |  76.320 us |       1.70% |  0.164 us |   0.22% |   SAME   |
|    I32     |     I128     |      I64      |      2^20      |     1     | 133.108 us |       1.36% | 133.548 us |       1.26% |  0.439 us |   0.33% |   SAME   |
|    I32     |     I128     |      I64      |      2^24      |     1     | 907.302 us |       0.25% | 907.336 us |       0.26% |  0.034 us |   0.00% |   SAME   |
|    I32     |     I128     |      I64      |      2^28      |     1     |  13.094 ms |       0.03% |  13.093 ms |       0.03% | -0.459 us |  -0.00% |   SAME   |
|    I32     |     I128     |      I64      |      2^16      |   0.201   |  77.015 us |       1.05% |  76.980 us |       1.04% | -0.035 us |  -0.05% |   SAME   |
|    I32     |     I128     |      I64      |      2^20      |   0.201   | 125.187 us |       1.53% | 125.240 us |       1.43% |  0.053 us |   0.04% |   SAME   |
|    I32     |     I128     |      I64      |      2^24      |   0.201   | 858.075 us |       0.22% | 858.189 us |       0.21% |  0.114 us |   0.01% |   SAME   |
|    I32     |     I128     |      I64      |      2^28      |   0.201   |  12.383 ms |       0.04% |  12.383 ms |       0.03% |  0.082 us |   0.00% |   SAME   |
|    I64     |      I8      |      I32      |      2^16      |     1     | 137.608 us |       1.38% | 137.626 us |       1.47% |  0.018 us |   0.01% |   SAME   |
|    I64     |      I8      |      I32      |      2^20      |     1     | 216.997 us |       0.68% | 216.943 us |       0.73% | -0.053 us |  -0.02% |   SAME   |
|    I64     |      I8      |      I32      |      2^24      |     1     |   1.627 ms |       0.15% |   1.627 ms |       0.15% | -0.020 us |  -0.00% |   SAME   |
|    I64     |      I8      |      I32      |      2^28      |     1     |  24.373 ms |       0.11% |  24.368 ms |       0.11% | -5.531 us |  -0.02% |   SAME   |
|    I64     |      I8      |      I32      |      2^16      |   0.201   | 133.131 us |       0.94% | 133.079 us |       0.93% | -0.051 us |  -0.04% |   SAME   |
|    I64     |      I8      |      I32      |      2^20      |   0.201   | 206.907 us |       0.84% | 206.569 us |       0.88% | -0.338 us |  -0.16% |   SAME   |
|    I64     |      I8      |      I32      |      2^24      |   0.201   |   1.559 ms |       0.17% |   1.558 ms |       0.16% | -0.461 us |  -0.03% |   SAME   |
|    I64     |      I8      |      I32      |      2^28      |   0.201   |  23.178 ms |       0.13% |  23.176 ms |       0.12% | -2.051 us |  -0.01% |   SAME   |
|    I64     |      I8      |      I64      |      2^16      |     1     | 131.352 us |       2.05% | 131.005 us |       2.02% | -0.347 us |  -0.26% |   SAME   |
|    I64     |      I8      |      I64      |      2^20      |     1     | 201.858 us |       0.46% | 201.850 us |       0.49% | -0.008 us |  -0.00% |   SAME   |
|    I64     |      I8      |      I64      |      2^24      |     1     |   1.182 ms |       0.19% |   1.182 ms |       0.20% | -0.162 us |  -0.01% |   SAME   |
|    I64     |      I8      |      I64      |      2^28      |     1     |  16.741 ms |       0.06% |  16.744 ms |       0.06% |  2.923 us |   0.02% |   SAME   |
|    I64     |      I8      |      I64      |      2^16      |   0.201   | 126.536 us |       1.48% | 126.507 us |       1.53% | -0.029 us |  -0.02% |   SAME   |
|    I64     |      I8      |      I64      |      2^20      |   0.201   | 186.365 us |       0.84% | 186.436 us |       0.95% |  0.070 us |   0.04% |   SAME   |
|    I64     |      I8      |      I64      |      2^24      |   0.201   |   1.119 ms |       0.22% |   1.119 ms |       0.22% |  0.153 us |   0.01% |   SAME   |
|    I64     |      I8      |      I64      |      2^28      |   0.201   |  15.825 ms |       0.08% |  15.829 ms |       0.08% |  3.697 us |   0.02% |   SAME   |
|    I64     |     I16      |      I32      |      2^16      |     1     | 135.297 us |       1.30% | 135.462 us |       1.32% |  0.165 us |   0.12% |   SAME   |
|    I64     |     I16      |      I32      |      2^20      |     1     | 216.607 us |       0.62% | 216.607 us |       0.63% |  0.000 us |   0.00% |   SAME   |
|    I64     |     I16      |      I32      |      2^24      |     1     |   1.635 ms |       0.16% |   1.636 ms |       0.15% |  0.251 us |   0.02% |   SAME   |
|    I64     |     I16      |      I32      |      2^28      |     1     |  24.519 ms |       0.06% |  24.519 ms |       0.06% |  0.004 us |   0.00% |   SAME   |
|    I64     |     I16      |      I32      |      2^16      |   0.201   | 133.432 us |       0.89% | 133.468 us |       0.92% |  0.036 us |   0.03% |   SAME   |
|    I64     |     I16      |      I32      |      2^20      |   0.201   | 207.453 us |       0.72% | 207.597 us |       0.71% |  0.144 us |   0.07% |   SAME   |
|    I64     |     I16      |      I32      |      2^24      |   0.201   |   1.571 ms |       0.17% |   1.571 ms |       0.18% |  0.589 us |   0.04% |   SAME   |
|    I64     |     I16      |      I32      |      2^28      |   0.201   |  23.493 ms |       0.08% |  23.493 ms |       0.08% |  0.190 us |   0.00% |   SAME   |
|    I64     |     I16      |      I64      |      2^16      |     1     | 138.764 us |       1.19% | 138.716 us |       1.28% | -0.048 us |  -0.03% |   SAME   |
|    I64     |     I16      |      I64      |      2^20      |     1     | 217.587 us |       0.72% | 217.609 us |       0.69% |  0.022 us |   0.01% |   SAME   |
|    I64     |     I16      |      I64      |      2^24      |     1     |   1.629 ms |       0.18% |   1.630 ms |       0.17% |  0.369 us |   0.02% |   SAME   |
|    I64     |     I16      |      I64      |      2^28      |     1     |  24.403 ms |       0.06% |  24.402 ms |       0.06% | -0.751 us |  -0.00% |   SAME   |
|    I64     |     I16      |      I64      |      2^16      |   0.201   | 133.079 us |       0.97% | 133.106 us |       0.93% |  0.027 us |   0.02% |   SAME   |
|    I64     |     I16      |      I64      |      2^20      |   0.201   | 207.565 us |       0.63% | 207.536 us |       0.64% | -0.028 us |  -0.01% |   SAME   |
|    I64     |     I16      |      I64      |      2^24      |   0.201   |   1.567 ms |       0.19% |   1.567 ms |       0.20% |  0.237 us |   0.02% |   SAME   |
|    I64     |     I16      |      I64      |      2^28      |   0.201   |  23.500 ms |       0.08% |  23.502 ms |       0.08% |  1.655 us |   0.01% |   SAME   |
|    I64     |     I32      |      I32      |      2^16      |     1     | 136.210 us |       1.60% | 135.708 us |       1.53% | -0.503 us |  -0.37% |   SAME   |
|    I64     |     I32      |      I32      |      2^20      |     1     | 219.958 us |       0.94% | 219.504 us |       0.97% | -0.453 us |  -0.21% |   SAME   |
|    I64     |     I32      |      I32      |      2^24      |     1     |   1.658 ms |       0.18% |   1.659 ms |       0.17% |  0.134 us |   0.01% |   SAME   |
|    I64     |     I32      |      I32      |      2^28      |     1     |  24.796 ms |       0.05% |  24.796 ms |       0.05% | -0.232 us |  -0.00% |   SAME   |
|    I64     |     I32      |      I32      |      2^16      |   0.201   | 133.006 us |       0.90% | 133.137 us |       0.98% |  0.131 us |   0.10% |   SAME   |
|    I64     |     I32      |      I32      |      2^20      |   0.201   | 208.893 us |       0.83% | 208.999 us |       0.88% |  0.106 us |   0.05% |   SAME   |
|    I64     |     I32      |      I32      |      2^24      |   0.201   |   1.589 ms |       0.18% |   1.589 ms |       0.17% |  0.386 us |   0.02% |   SAME   |
|    I64     |     I32      |      I32      |      2^28      |   0.201   |  23.737 ms |       0.07% |  23.736 ms |       0.06% | -1.401 us |  -0.01% |   SAME   |
|    I64     |     I32      |      I64      |      2^16      |     1     | 134.566 us |       0.96% | 134.678 us |       0.97% |  0.112 us |   0.08% |   SAME   |
|    I64     |     I32      |      I64      |      2^20      |     1     | 217.081 us |       0.69% | 217.002 us |       0.72% | -0.079 us |  -0.04% |   SAME   |
|    I64     |     I32      |      I64      |      2^24      |     1     |   1.650 ms |       0.16% |   1.650 ms |       0.15% | -0.074 us |  -0.00% |   SAME   |
|    I64     |     I32      |      I64      |      2^28      |     1     |  24.634 ms |       0.05% |  24.634 ms |       0.05% | -0.793 us |  -0.00% |   SAME   |
|    I64     |     I32      |      I64      |      2^16      |   0.201   | 133.762 us |       0.85% | 133.742 us |       0.84% | -0.020 us |  -0.01% |   SAME   |
|    I64     |     I32      |      I64      |      2^20      |   0.201   | 209.536 us |       1.26% | 209.446 us |       1.26% | -0.091 us |  -0.04% |   SAME   |
|    I64     |     I32      |      I64      |      2^24      |   0.201   |   1.582 ms |       0.17% |   1.582 ms |       0.17% | -0.033 us |  -0.00% |   SAME   |
|    I64     |     I32      |      I64      |      2^28      |   0.201   |  23.569 ms |       0.07% |  23.568 ms |       0.07% | -1.397 us |  -0.01% |   SAME   |
|    I64     |     I64      |      I32      |      2^16      |     1     | 129.747 us |       1.30% | 129.637 us |       1.27% | -0.110 us |  -0.08% |   SAME   |
|    I64     |     I64      |      I32      |      2^20      |     1     | 234.387 us |       0.60% | 234.254 us |       0.56% | -0.133 us |  -0.06% |   SAME   |
|    I64     |     I64      |      I32      |      2^24      |     1     |   1.995 ms |       0.15% |   1.994 ms |       0.14% | -0.430 us |  -0.02% |   SAME   |
|    I64     |     I64      |      I32      |      2^28      |     1     |  29.918 ms |       0.06% |  29.918 ms |       0.06% | -0.488 us |  -0.00% |   SAME   |
|    I64     |     I64      |      I32      |      2^16      |   0.201   | 132.604 us |       0.70% | 132.528 us |       0.69% | -0.076 us |  -0.06% |   SAME   |
|    I64     |     I64      |      I32      |      2^20      |   0.201   | 226.074 us |       0.88% | 225.750 us |       0.93% | -0.324 us |  -0.14% |   SAME   |
|    I64     |     I64      |      I32      |      2^24      |   0.201   |   1.907 ms |       0.13% |   1.906 ms |       0.14% | -1.281 us |  -0.07% |   SAME   |
|    I64     |     I64      |      I32      |      2^28      |   0.201   |  28.512 ms |       0.08% |  28.544 ms |       0.09% | 32.120 us |   0.11% |   SLOW   |
|    I64     |     I64      |      I64      |      2^16      |     1     | 131.960 us |       2.11% | 132.259 us |       2.00% |  0.299 us |   0.23% |   SAME   |
|    I64     |     I64      |      I64      |      2^20      |     1     | 218.482 us |       0.44% | 218.643 us |       0.47% |  0.160 us |   0.07% |   SAME   |
|    I64     |     I64      |      I64      |      2^24      |     1     |   1.457 ms |       0.16% |   1.457 ms |       0.16% |  0.012 us |   0.00% |   SAME   |
|    I64     |     I64      |      I64      |      2^28      |     1     |  20.877 ms |       0.05% |  20.876 ms |       0.05% | -0.521 us |  -0.00% |   SAME   |
|    I64     |     I64      |      I64      |      2^16      |   0.201   | 126.312 us |       1.44% | 126.393 us |       1.38% |  0.081 us |   0.06% |   SAME   |
|    I64     |     I64      |      I64      |      2^20      |   0.201   | 202.198 us |       0.57% | 202.148 us |       0.52% | -0.050 us |  -0.02% |   SAME   |
|    I64     |     I64      |      I64      |      2^24      |   0.201   |   1.365 ms |       0.16% |   1.366 ms |       0.15% |  0.179 us |   0.01% |   SAME   |
|    I64     |     I64      |      I64      |      2^28      |   0.201   |  19.559 ms |       0.05% |  19.559 ms |       0.05% | -0.067 us |  -0.00% |   SAME   |
|    I64     |     I128     |      I32      |      2^16      |     1     | 125.538 us |       1.31% | 125.874 us |       1.33% |  0.336 us |   0.27% |   SAME   |
|    I64     |     I128     |      I32      |      2^20      |     1     | 266.150 us |       0.63% | 266.202 us |       0.64% |  0.052 us |   0.02% |   SAME   |
|    I64     |     I128     |      I32      |      2^24      |     1     |   2.334 ms |       0.13% |   2.334 ms |       0.12% | -0.434 us |  -0.02% |   SAME   |
|    I64     |     I128     |      I32      |      2^28      |     1     |  35.210 ms |       0.04% |  35.209 ms |       0.04% | -1.090 us |  -0.00% |   SAME   |
|    I64     |     I128     |      I32      |      2^16      |   0.201   | 132.734 us |       0.94% | 132.616 us |       1.00% | -0.119 us |  -0.09% |   SAME   |
|    I64     |     I128     |      I32      |      2^20      |   0.201   | 250.532 us |       0.58% | 250.467 us |       0.60% | -0.065 us |  -0.03% |   SAME   |
|    I64     |     I128     |      I32      |      2^24      |   0.201   |   2.226 ms |       0.13% |   2.226 ms |       0.14% | -0.134 us |  -0.01% |   SAME   |
|    I64     |     I128     |      I32      |      2^28      |   0.201   |  33.393 ms |       0.03% |  33.393 ms |       0.04% |  0.464 us |   0.00% |   SAME   |
|    I64     |     I128     |      I64      |      2^16      |     1     | 132.521 us |       0.65% | 132.550 us |       0.72% |  0.029 us |   0.02% |   SAME   |
|    I64     |     I128     |      I64      |      2^20      |     1     | 267.147 us |       0.44% | 266.965 us |       0.50% | -0.181 us |  -0.07% |   SAME   |
|    I64     |     I128     |      I64      |      2^24      |     1     |   2.342 ms |       0.12% |   2.341 ms |       0.12% | -0.616 us |  -0.03% |   SAME   |
|    I64     |     I128     |      I64      |      2^28      |     1     |  35.515 ms |       0.02% |  35.515 ms |       0.02% | -0.183 us |  -0.00% |   SAME   |
|    I64     |     I128     |      I64      |      2^16      |   0.201   | 132.585 us |       0.73% | 132.532 us |       0.70% | -0.053 us |  -0.04% |   SAME   |
|    I64     |     I128     |      I64      |      2^20      |   0.201   | 252.010 us |       0.74% | 251.963 us |       0.74% | -0.046 us |  -0.02% |   SAME   |
|    I64     |     I128     |      I64      |      2^24      |   0.201   |   2.234 ms |       0.15% |   2.234 ms |       0.15% | -0.318 us |  -0.01% |   SAME   |
|    I64     |     I128     |      I64      |      2^28      |   0.201   |  33.846 ms |       0.02% |  33.849 ms |       0.02% |  3.146 us |   0.01% |   SAME   |

Drop CUB_MIN|MAX

91ac70a

bernhardmgruber requested a review from a team as a code owner March 3, 2025 22:28

bernhardmgruber requested a review from gevtushenko March 3, 2025 22:28

github-project-automation bot added this to CCCL Mar 3, 2025

github-project-automation bot moved this to Todo in CCCL Mar 3, 2025

cccl-authenticator-app bot moved this from Todo to In Review in CCCL Mar 3, 2025

bernhardmgruber enabled auto-merge (squash) March 4, 2025 00:21

miscco approved these changes Mar 4, 2025

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elstehle approved these changes Mar 4, 2025

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bernhardmgruber merged commit f578ea9 into NVIDIA:main Mar 4, 2025
108 of 111 checks passed

github-project-automation bot moved this from In Review to Done in CCCL Mar 4, 2025

bernhardmgruber deleted the min_max_radix branch March 4, 2025 10:39

davebayer pushed a commit to davebayer/cccl that referenced this pull request Apr 7, 2025

Drop CUB_MIN|MAX (NVIDIA#3998)

f1ef903

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Drop CUB_MIN in radix sort agent #3998

Drop CUB_MIN in radix sort agent #3998

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bernhardmgruber commented Mar 3, 2025 •

edited

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github-actions bot commented Mar 4, 2025

🟩 cub: Pass: 100%/45 | Total: 1d 18h | Avg: 57m 03s | Max: 1h 19m | Hits: 36%/53614

🟩 thrust: Pass: 100%/45 | Total: 1d 00h | Avg: 33m 11s | Max: 1h 07m | Hits: 54%/79956

🟩 cccl_c_parallel: Pass: 100%/2 | Total: 15m 30s | Avg: 7m 45s | Max: 12m 56s | Hits: 97%/308

🟩 python: Pass: 100%/1 | Total: 59m 38s | Avg: 59m 38s | Max: 59m 38s

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🏃‍ Runner counts (total jobs: 93)

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elstehle commented Mar 4, 2025

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bernhardmgruber commented Mar 4, 2025

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Drop CUB_MIN in radix sort agent #3998

Drop CUB_MIN in radix sort agent #3998

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bernhardmgruber commented Mar 3, 2025 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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github-actions bot commented Mar 4, 2025

🟩 cub: Pass: 100%/45 | Total: 1d 18h | Avg: 57m 03s | Max: 1h 19m | Hits: 36%/53614

🟩 thrust: Pass: 100%/45 | Total: 1d 00h | Avg: 33m 11s | Max: 1h 07m | Hits: 54%/79956

🟩 cccl_c_parallel: Pass: 100%/2 | Total: 15m 30s | Avg: 7m 45s | Max: 12m 56s | Hits: 97%/308

🟩 python: Pass: 100%/1 | Total: 59m 38s | Avg: 59m 38s | Max: 59m 38s

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🏃‍ Runner counts (total jobs: 93)

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elstehle commented Mar 4, 2025

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bernhardmgruber commented Mar 3, 2025 •

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