Benchmark of the new sparse matrix product

[alxbilger]

Example of output:

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Benchmark                                                                                            Time             CPU   Iterations
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BM_SparseMatrixProduct<ProductColColCol>/RegularProductColColCol/100/10                           1.95 us         1.13 us       746667
BM_SparseMatrixProduct<ProductColColCol>/RegularProductColColCol/1000/10                          1136 us          625 us         1000
BM_SparseMatrixProduct<ProductColColCol>/RegularProductColColCol/100/20                           3.46 us         1.73 us       298667
BM_SparseMatrixProduct<ProductColColCol>/RegularProductColColCol/1000/20                          7043 us         4199 us          160
BM_SparseMatrixProduct<ProductColColCol>/RegularProductColColCol/100/100                          50.6 us         25.4 us        34462
BM_SparseMatrixProduct<ProductColColCol>/RegularProductColColCol/1000/100                        34985 us        21250 us           50
BM_SparseMatrixProduct<ProductColColCol>/RegularProductColColCol/100/150                          96.7 us         68.8 us        10000
BM_SparseMatrixProduct<ProductColColCol>/RegularProductColColCol/1000/150                        43718 us        22978 us           34
BM_SparseMatrixProduct<ProductColColCol>/RegularProductColColCol/10000/1                         29425 us        17020 us           56
BM_SparseMatrixProduct<ProductColColCol>/RegularProductColColCol/10000/5                       1076071 us       593750 us            2
BM_SparseMatrixProduct<ProductColColCol>/FastProductColColCol/100/10                             0.092 us        0.049 us     11200000
BM_SparseMatrixProduct<ProductColColCol>/FastProductColColCol/1000/10                              138 us         74.7 us         8363
BM_SparseMatrixProduct<ProductColColCol>/FastProductColColCol/100/20                             0.362 us        0.213 us      3446154
BM_SparseMatrixProduct<ProductColColCol>/FastProductColColCol/1000/20                             1139 us          698 us         1120
BM_SparseMatrixProduct<ProductColColCol>/FastProductColColCol/100/100                             9.85 us         6.09 us       100000
BM_SparseMatrixProduct<ProductColColCol>/FastProductColColCol/1000/100                           25205 us        14230 us           56
BM_SparseMatrixProduct<ProductColColCol>/FastProductColColCol/100/150                             39.2 us         22.9 us        32000
BM_SparseMatrixProduct<ProductColColCol>/FastProductColColCol/1000/150                           53844 us        30729 us           30
BM_SparseMatrixProduct<ProductColColCol>/FastProductColColCol/10000/1                             3877 us         2663 us          264
BM_SparseMatrixProduct<ProductColColCol>/FastProductColColCol/10000/5                           107819 us        68750 us           10
BM_SparseMatrixProduct<ProductColColCol>/ForceComputingIntersectionColColCol/100/10               37.1 us         23.6 us        34462
BM_SparseMatrixProduct<ProductColColCol>/ForceComputingIntersectionColColCol/1000/10             66846 us        39062 us           16
BM_SparseMatrixProduct<ProductColColCol>/ForceComputingIntersectionColColCol/100/20                147 us          107 us         7467
BM_SparseMatrixProduct<ProductColColCol>/ForceComputingIntersectionColColCol/1000/20            285909 us       175781 us            4
BM_SparseMatrixProduct<ProductColColCol>/ForceComputingIntersectionColColCol/100/100              3802 us         2393 us          320
BM_SparseMatrixProduct<ProductColColCol>/ForceComputingIntersectionColColCol/1000/100          2402338 us      1718750 us            1
BM_SparseMatrixProduct<ProductColColCol>/ForceComputingIntersectionColColCol/100/150              6926 us         4612 us          166
BM_SparseMatrixProduct<ProductColColCol>/ForceComputingIntersectionColColCol/1000/150          3898103 us      2093750 us            1
BM_SparseMatrixProduct<ProductColColCol>/ForceComputingIntersectionColColCol/10000/1           1079727 us       656250 us            1
BM_SparseMatrixProduct<ProductColColCol>/ForceComputingIntersectionColColCol/10000/5          41798074 us     23812500 us            1
BM_SparseMatrixProduct<ProductRowColCol>/RegularProductRowColCol/100/10                           1.80 us         1.07 us       640000
BM_SparseMatrixProduct<ProductRowColCol>/RegularProductRowColCol/1000/10                          2248 us         1381 us          498
BM_SparseMatrixProduct<ProductRowColCol>/RegularProductRowColCol/100/20                           3.46 us         1.84 us       280000
BM_SparseMatrixProduct<ProductRowColCol>/RegularProductRowColCol/1000/20                          6659 us         4108 us          213
BM_SparseMatrixProduct<ProductRowColCol>/RegularProductRowColCol/100/100                          77.4 us         50.0 us        10000
BM_SparseMatrixProduct<ProductRowColCol>/RegularProductRowColCol/1000/100                        27468 us        16462 us           56
BM_SparseMatrixProduct<ProductRowColCol>/RegularProductRowColCol/100/150                           278 us          193 us         6474
BM_SparseMatrixProduct<ProductRowColCol>/RegularProductRowColCol/1000/150                        35248 us        20270 us           37
BM_SparseMatrixProduct<ProductRowColCol>/RegularProductRowColCol/10000/1                         23699 us        12137 us          112
BM_SparseMatrixProduct<ProductRowColCol>/RegularProductRowColCol/10000/5                        749389 us       468750 us            2
BM_SparseMatrixProduct<ProductRowColCol>/FastProductRowColCol/100/10                             0.102 us        0.057 us     11027692
BM_SparseMatrixProduct<ProductRowColCol>/FastProductRowColCol/1000/10                              170 us         84.4 us        10000
BM_SparseMatrixProduct<ProductRowColCol>/FastProductRowColCol/100/20                             0.448 us        0.248 us      4977778
BM_SparseMatrixProduct<ProductRowColCol>/FastProductRowColCol/1000/20                             1641 us          703 us         1000
BM_SparseMatrixProduct<ProductRowColCol>/FastProductRowColCol/100/100                             11.5 us         6.00 us       112000
BM_SparseMatrixProduct<ProductRowColCol>/FastProductRowColCol/1000/100                           25973 us        13715 us           90
BM_SparseMatrixProduct<ProductRowColCol>/FastProductRowColCol/100/150                             42.3 us         27.3 us        19478
BM_SparseMatrixProduct<ProductRowColCol>/FastProductRowColCol/1000/150                           66101 us        34539 us           19
BM_SparseMatrixProduct<ProductRowColCol>/FastProductRowColCol/10000/1                             5085 us         2322 us          249
BM_SparseMatrixProduct<ProductRowColCol>/FastProductRowColCol/10000/5                           142694 us        64062 us           10
BM_SparseMatrixProduct<ProductRowColCol>/ForceComputingIntersectionRowColCol/100/10               36.9 us         19.5 us        34462
BM_SparseMatrixProduct<ProductRowColCol>/ForceComputingIntersectionRowColCol/1000/10             71905 us        39522 us           17
BM_SparseMatrixProduct<ProductRowColCol>/ForceComputingIntersectionRowColCol/100/20                202 us          106 us         8960
BM_SparseMatrixProduct<ProductRowColCol>/ForceComputingIntersectionRowColCol/1000/20            263293 us       153125 us            5
BM_SparseMatrixProduct<ProductRowColCol>/ForceComputingIntersectionRowColCol/100/100              4354 us         2511 us          280
BM_SparseMatrixProduct<ProductRowColCol>/ForceComputingIntersectionRowColCol/1000/100          1958653 us      1125000 us            1
BM_SparseMatrixProduct<ProductRowColCol>/ForceComputingIntersectionRowColCol/100/150              7566 us         3985 us          149
BM_SparseMatrixProduct<ProductRowColCol>/ForceComputingIntersectionRowColCol/1000/150          3097277 us      1937500 us            1
BM_SparseMatrixProduct<ProductRowColCol>/ForceComputingIntersectionRowColCol/10000/1            782160 us       460938 us            2
BM_SparseMatrixProduct<ProductRowColCol>/ForceComputingIntersectionRowColCol/10000/5          28313425 us     18203125 us            1
BM_SparseMatrixProduct<ProductColRowCol>/RegularProductColRowCol/100/10                           1.86 us         1.24 us       743348
BM_SparseMatrixProduct<ProductColRowCol>/RegularProductColRowCol/1000/10                          3297 us         2178 us          373
BM_SparseMatrixProduct<ProductColRowCol>/RegularProductColRowCol/100/20                           3.51 us         2.09 us       344615
BM_SparseMatrixProduct<ProductColRowCol>/RegularProductColRowCol/1000/20                          7055 us         3711 us          160
BM_SparseMatrixProduct<ProductColRowCol>/RegularProductColRowCol/100/100                           153 us         88.2 us        10453
BM_SparseMatrixProduct<ProductColRowCol>/RegularProductColRowCol/1000/100                        26448 us        19436 us           41
BM_SparseMatrixProduct<ProductColRowCol>/RegularProductColRowCol/100/150                           440 us          324 us         2800
BM_SparseMatrixProduct<ProductColRowCol>/RegularProductColRowCol/1000/150                        32623 us        21763 us           28
BM_SparseMatrixProduct<ProductColRowCol>/RegularProductColRowCol/10000/1                         20446 us        13936 us           37
BM_SparseMatrixProduct<ProductColRowCol>/RegularProductColRowCol/10000/5                        697174 us       359375 us            2
BM_SparseMatrixProduct<ProductColRowCol>/FastProductColRowCol/100/10                             0.106 us        0.062 us     15448276
BM_SparseMatrixProduct<ProductColRowCol>/FastProductColRowCol/1000/10                              163 us         90.7 us        11200
BM_SparseMatrixProduct<ProductColRowCol>/FastProductColRowCol/100/20                             0.373 us        0.205 us      3200000
BM_SparseMatrixProduct<ProductColRowCol>/FastProductColRowCol/1000/20                             1279 us          774 us          747
BM_SparseMatrixProduct<ProductColRowCol>/FastProductColRowCol/100/100                             9.26 us         6.10 us        89600
BM_SparseMatrixProduct<ProductColRowCol>/FastProductColRowCol/1000/100                           27053 us        15972 us           45
BM_SparseMatrixProduct<ProductColRowCol>/FastProductColRowCol/100/150                             38.8 us         24.2 us        38084
BM_SparseMatrixProduct<ProductColRowCol>/FastProductColRowCol/1000/150                           56084 us        32072 us           19
BM_SparseMatrixProduct<ProductColRowCol>/FastProductColRowCol/10000/1                             4715 us         3178 us          236
BM_SparseMatrixProduct<ProductColRowCol>/FastProductColRowCol/10000/5                           119500 us        79688 us           10
BM_SparseMatrixProduct<ProductColRowCol>/ForceComputingIntersectionColRowCol/100/10               35.4 us         23.0 us        29867
BM_SparseMatrixProduct<ProductColRowCol>/ForceComputingIntersectionColRowCol/1000/10             75057 us        53977 us           11
BM_SparseMatrixProduct<ProductColRowCol>/ForceComputingIntersectionColRowCol/100/20                213 us          142 us         7467
BM_SparseMatrixProduct<ProductColRowCol>/ForceComputingIntersectionColRowCol/1000/20            303976 us       171875 us            3
BM_SparseMatrixProduct<ProductColRowCol>/ForceComputingIntersectionColRowCol/100/100              6063 us         3551 us          154
BM_SparseMatrixProduct<ProductColRowCol>/ForceComputingIntersectionColRowCol/1000/100          2024424 us      1281250 us            1
BM_SparseMatrixProduct<ProductColRowCol>/ForceComputingIntersectionColRowCol/100/150             10980 us         6424 us           90
BM_SparseMatrixProduct<ProductColRowCol>/ForceComputingIntersectionColRowCol/1000/150          4018095 us      2750000 us            1
BM_SparseMatrixProduct<ProductColRowCol>/ForceComputingIntersectionColRowCol/10000/1            864508 us       531250 us            1
BM_SparseMatrixProduct<ProductColRowCol>/ForceComputingIntersectionColRowCol/10000/5          34427009 us     21875000 us            1
BM_SparseMatrixProduct<ProductRowRowCol>/RegularProductRowRowCol/100/10                           1.26 us        0.673 us      1090783
BM_SparseMatrixProduct<ProductRowRowCol>/RegularProductRowRowCol/1000/10                         10108 us         5814 us          129
BM_SparseMatrixProduct<ProductRowRowCol>/RegularProductRowRowCol/100/20                           2.96 us         2.01 us       560000
BM_SparseMatrixProduct<ProductRowRowCol>/RegularProductRowRowCol/1000/20                         11163 us         7812 us           64
BM_SparseMatrixProduct<ProductRowRowCol>/RegularProductRowRowCol/100/100                           209 us          134 us         3733
BM_SparseMatrixProduct<ProductRowRowCol>/RegularProductRowRowCol/1000/100                        27561 us        16183 us           56
BM_SparseMatrixProduct<ProductRowRowCol>/RegularProductRowRowCol/100/150                           779 us          454 us         1445
BM_SparseMatrixProduct<ProductRowRowCol>/RegularProductRowRowCol/1000/150                        30297 us        20508 us           32
BM_SparseMatrixProduct<ProductRowRowCol>/RegularProductRowRowCol/10000/1                         22166 us        14788 us           56
BM_SparseMatrixProduct<ProductRowRowCol>/RegularProductRowRowCol/10000/5                        663251 us       406250 us            2
BM_SparseMatrixProduct<ProductRowRowCol>/FastProductRowRowCol/100/10                             0.090 us        0.045 us     15448276
BM_SparseMatrixProduct<ProductRowRowCol>/FastProductRowRowCol/1000/10                              158 us         92.1 us         7467
BM_SparseMatrixProduct<ProductRowRowCol>/FastProductRowRowCol/100/20                             0.433 us        0.255 us      2635294
BM_SparseMatrixProduct<ProductRowRowCol>/FastProductRowRowCol/1000/20                             1267 us          703 us         1000
BM_SparseMatrixProduct<ProductRowRowCol>/FastProductRowRowCol/100/100                             9.99 us         6.09 us       100000
BM_SparseMatrixProduct<ProductRowRowCol>/FastProductRowRowCol/1000/100                           26250 us        15165 us           34
BM_SparseMatrixProduct<ProductRowRowCol>/FastProductRowRowCol/100/150                             39.4 us         23.1 us        26353
BM_SparseMatrixProduct<ProductRowRowCol>/FastProductRowRowCol/1000/150                           66561 us        41360 us           17
BM_SparseMatrixProduct<ProductRowRowCol>/FastProductRowRowCol/10000/1                             5466 us         2715 us          236
BM_SparseMatrixProduct<ProductRowRowCol>/FastProductRowRowCol/10000/5                           137245 us        79688 us           10
BM_SparseMatrixProduct<ProductRowRowCol>/ForceComputingIntersectionRowRowCol/100/10               31.7 us         16.7 us        29867
BM_SparseMatrixProduct<ProductRowRowCol>/ForceComputingIntersectionRowRowCol/1000/10            108501 us        63616 us           14
BM_SparseMatrixProduct<ProductRowRowCol>/ForceComputingIntersectionRowRowCol/100/20                320 us          171 us         4480
BM_SparseMatrixProduct<ProductRowRowCol>/ForceComputingIntersectionRowRowCol/1000/20            306770 us       164062 us            4
BM_SparseMatrixProduct<ProductRowRowCol>/ForceComputingIntersectionRowRowCol/100/100             12719 us         7115 us          112
BM_SparseMatrixProduct<ProductRowRowCol>/ForceComputingIntersectionRowRowCol/1000/100          2114770 us      1312500 us            1
BM_SparseMatrixProduct<ProductRowRowCol>/ForceComputingIntersectionRowRowCol/100/150             21363 us        12153 us           90
BM_SparseMatrixProduct<ProductRowRowCol>/ForceComputingIntersectionRowRowCol/1000/150          3964477 us      2140625 us            1
BM_SparseMatrixProduct<ProductRowRowCol>/ForceComputingIntersectionRowRowCol/10000/1            810121 us       429688 us            2
BM_SparseMatrixProduct<ProductRowRowCol>/ForceComputingIntersectionRowRowCol/10000/5          39032166 us     21875000 us            1
BM_SparseMatrixProduct<ProductColColRow>/RegularProductColColRow/100/10                           1.24 us        0.790 us       969585
BM_SparseMatrixProduct<ProductColColRow>/RegularProductColColRow/1000/10                         18740 us        13750 us           50
BM_SparseMatrixProduct<ProductColColRow>/RegularProductColColRow/100/20                           2.75 us         1.84 us       373333
BM_SparseMatrixProduct<ProductColColRow>/RegularProductColColRow/1000/20                         16489 us        10833 us           75
BM_SparseMatrixProduct<ProductColColRow>/RegularProductColColRow/100/100                           561 us          340 us         1792
BM_SparseMatrixProduct<ProductColColRow>/RegularProductColColRow/1000/100                        29012 us        17334 us           64
BM_SparseMatrixProduct<ProductColColRow>/RegularProductColColRow/100/150                          2148 us         1485 us          747
BM_SparseMatrixProduct<ProductColColRow>/RegularProductColColRow/1000/150                        32633 us        18366 us           57
BM_SparseMatrixProduct<ProductColColRow>/RegularProductColColRow/10000/1                         24288 us        11998 us           56
BM_SparseMatrixProduct<ProductColColRow>/RegularProductColColRow/10000/5                        686238 us       343750 us            2
BM_SparseMatrixProduct<ProductColColRow>/FastProductColColRow/100/10                             0.090 us        0.040 us     17920000
BM_SparseMatrixProduct<ProductColColRow>/FastProductColColRow/1000/10                              355 us          209 us         4480
BM_SparseMatrixProduct<ProductColColRow>/FastProductColColRow/100/20                             0.374 us        0.185 us      4480000
BM_SparseMatrixProduct<ProductColColRow>/FastProductColColRow/1000/20                             1607 us          677 us         1062
BM_SparseMatrixProduct<ProductColColRow>/FastProductColColRow/100/100                             10.3 us         5.30 us       112000
BM_SparseMatrixProduct<ProductColColRow>/FastProductColColRow/1000/100                           28145 us        15625 us           64
BM_SparseMatrixProduct<ProductColColRow>/FastProductColColRow/100/150                             41.9 us         24.0 us        34462
BM_SparseMatrixProduct<ProductColColRow>/FastProductColColRow/1000/150                           70861 us        31250 us           24
BM_SparseMatrixProduct<ProductColColRow>/FastProductColColRow/10000/1                             6174 us         2987 us          204
BM_SparseMatrixProduct<ProductColColRow>/FastProductColColRow/10000/5                           157463 us        76562 us           10
BM_SparseMatrixProduct<ProductColColRow>/ForceComputingIntersectionColColRow/100/10               23.8 us         10.3 us        56000
BM_SparseMatrixProduct<ProductColColRow>/ForceComputingIntersectionColColRow/1000/10             98612 us        50481 us           13
BM_SparseMatrixProduct<ProductColColRow>/ForceComputingIntersectionColColRow/100/20                234 us          115 us         6400
BM_SparseMatrixProduct<ProductColColRow>/ForceComputingIntersectionColColRow/1000/20            223929 us       117188 us            6
BM_SparseMatrixProduct<ProductColColRow>/ForceComputingIntersectionColColRow/100/100             11757 us         5022 us          112
BM_SparseMatrixProduct<ProductColColRow>/ForceComputingIntersectionColColRow/1000/100          1766811 us       875000 us            1
BM_SparseMatrixProduct<ProductColColRow>/ForceComputingIntersectionColColRow/100/150             19524 us         9766 us           64
BM_SparseMatrixProduct<ProductColColRow>/ForceComputingIntersectionColColRow/1000/150          4319114 us      1937500 us            1
BM_SparseMatrixProduct<ProductColColRow>/ForceComputingIntersectionColColRow/10000/1            685874 us       322917 us            3
BM_SparseMatrixProduct<ProductColColRow>/ForceComputingIntersectionColColRow/10000/5          23001032 us     12609375 us            1
BM_SparseMatrixProduct<ProductRowColRow>/RegularProductRowColRow/100/10                           1.85 us         1.17 us       746667
BM_SparseMatrixProduct<ProductRowColRow>/RegularProductRowColRow/1000/10                         20411 us        12847 us           45
BM_SparseMatrixProduct<ProductRowColRow>/RegularProductRowColRow/100/20                           3.60 us         1.84 us       373333
BM_SparseMatrixProduct<ProductRowColRow>/RegularProductRowColRow/1000/20                         19471 us        13542 us           90
BM_SparseMatrixProduct<ProductRowColRow>/RegularProductRowColRow/100/100                           968 us          516 us         1000
BM_SparseMatrixProduct<ProductRowColRow>/RegularProductRowColRow/1000/100                        33148 us        19301 us           34
BM_SparseMatrixProduct<ProductRowColRow>/RegularProductRowColRow/100/150                          3022 us         2136 us          373
BM_SparseMatrixProduct<ProductRowColRow>/RegularProductRowColRow/1000/150                        34342 us        22879 us           28
BM_SparseMatrixProduct<ProductRowColRow>/RegularProductRowColRow/10000/1                         30560 us        18750 us           50
BM_SparseMatrixProduct<ProductRowColRow>/RegularProductRowColRow/10000/5                        697606 us       382812 us            2
BM_SparseMatrixProduct<ProductRowColRow>/FastProductRowColRow/100/10                             0.100 us        0.058 us     10000000
BM_SparseMatrixProduct<ProductRowColRow>/FastProductRowColRow/1000/10                              155 us         78.1 us        10000
BM_SparseMatrixProduct<ProductRowColRow>/FastProductRowColRow/100/20                             0.463 us        0.253 us      4072727
BM_SparseMatrixProduct<ProductRowColRow>/FastProductRowColRow/1000/20                             1569 us          593 us          896
BM_SparseMatrixProduct<ProductRowColRow>/FastProductRowColRow/100/100                             9.20 us         6.09 us       100000
BM_SparseMatrixProduct<ProductRowColRow>/FastProductRowColRow/1000/100                           27612 us        13194 us           45
BM_SparseMatrixProduct<ProductRowColRow>/FastProductRowColRow/100/150                             44.5 us         24.9 us        40727
BM_SparseMatrixProduct<ProductRowColRow>/FastProductRowColRow/1000/150                           66165 us        34722 us           18
BM_SparseMatrixProduct<ProductRowColRow>/FastProductRowColRow/10000/1                             4750 us         3064 us          204
BM_SparseMatrixProduct<ProductRowColRow>/FastProductRowColRow/10000/5                           138466 us        93750 us            6
BM_SparseMatrixProduct<ProductRowColRow>/ForceComputingIntersectionRowColRow/100/10               26.9 us         15.3 us        44800
BM_SparseMatrixProduct<ProductRowColRow>/ForceComputingIntersectionRowColRow/1000/10             90871 us        60938 us           10
BM_SparseMatrixProduct<ProductRowColRow>/ForceComputingIntersectionRowColRow/100/20                266 us          120 us         6400
BM_SparseMatrixProduct<ProductRowColRow>/ForceComputingIntersectionRowColRow/1000/20            248878 us       156250 us            4
BM_SparseMatrixProduct<ProductRowColRow>/ForceComputingIntersectionRowColRow/100/100             13051 us         7292 us           90
BM_SparseMatrixProduct<ProductRowColRow>/ForceComputingIntersectionRowColRow/1000/100          1805915 us      1062500 us            1
BM_SparseMatrixProduct<ProductRowColRow>/ForceComputingIntersectionRowColRow/100/150             22814 us        10417 us           75
BM_SparseMatrixProduct<ProductRowColRow>/ForceComputingIntersectionRowColRow/1000/150          4230428 us      2171875 us            1
BM_SparseMatrixProduct<ProductRowColRow>/ForceComputingIntersectionRowColRow/10000/1            682731 us       398438 us            2
BM_SparseMatrixProduct<ProductRowColRow>/ForceComputingIntersectionRowColRow/10000/5          21461099 us     12046875 us            1
BM_SparseMatrixProduct<ProductColRowRow>/RegularProductColRowRow/100/10                           1.97 us         1.40 us       560000
BM_SparseMatrixProduct<ProductColRowRow>/RegularProductColRowRow/1000/10                         31693 us        16875 us           50
BM_SparseMatrixProduct<ProductColRowRow>/RegularProductColRowRow/100/20                           3.54 us         1.69 us       407273
BM_SparseMatrixProduct<ProductColRowRow>/RegularProductColRowRow/1000/20                         36196 us        16768 us           41
BM_SparseMatrixProduct<ProductColRowRow>/RegularProductColRowRow/100/100                          1120 us          625 us         1000
BM_SparseMatrixProduct<ProductColRowRow>/RegularProductColRowRow/1000/100                        41557 us        19688 us           50
BM_SparseMatrixProduct<ProductColRowRow>/RegularProductColRowRow/100/150                          4585 us         2698 us          249
BM_SparseMatrixProduct<ProductColRowRow>/RegularProductColRowRow/1000/150                        40057 us        20693 us           37
BM_SparseMatrixProduct<ProductColRowRow>/RegularProductColRowRow/10000/1                         35183 us        22879 us           28
BM_SparseMatrixProduct<ProductColRowRow>/RegularProductColRowRow/10000/5                        728832 us       500000 us            1
BM_SparseMatrixProduct<ProductColRowRow>/FastProductColRowRow/100/10                             0.098 us        0.053 us     11200000
BM_SparseMatrixProduct<ProductColRowRow>/FastProductColRowRow/1000/10                              157 us         82.0 us         8960
BM_SparseMatrixProduct<ProductColRowRow>/FastProductColRowRow/100/20                             0.357 us        0.202 us      2635294
BM_SparseMatrixProduct<ProductColRowRow>/FastProductColRowRow/1000/20                             1281 us          688 us         1000
BM_SparseMatrixProduct<ProductColRowRow>/FastProductColRowRow/100/100                             12.7 us         7.11 us       112000
BM_SparseMatrixProduct<ProductColRowRow>/FastProductColRowRow/1000/100                           28533 us        16875 us           75
BM_SparseMatrixProduct<ProductColRowRow>/FastProductColRowRow/100/150                             46.3 us         23.4 us        32000
BM_SparseMatrixProduct<ProductColRowRow>/FastProductColRowRow/1000/150                           59229 us        40923 us           21
BM_SparseMatrixProduct<ProductColRowRow>/FastProductColRowRow/10000/1                             4737 us         2441 us          320
BM_SparseMatrixProduct<ProductColRowRow>/FastProductColRowRow/10000/5                           152719 us        67708 us            9
BM_SparseMatrixProduct<ProductColRowRow>/ForceComputingIntersectionColRowRow/100/10               24.6 us         13.4 us        74667
BM_SparseMatrixProduct<ProductColRowRow>/ForceComputingIntersectionColRowRow/1000/10            110057 us        53125 us           10
BM_SparseMatrixProduct<ProductColRowRow>/ForceComputingIntersectionColRowRow/100/20               88.9 us         55.8 us        11200
BM_SparseMatrixProduct<ProductColRowRow>/ForceComputingIntersectionColRowRow/1000/20            271897 us       147569 us            9
BM_SparseMatrixProduct<ProductColRowRow>/ForceComputingIntersectionColRowRow/100/100             18780 us         9182 us           97
BM_SparseMatrixProduct<ProductColRowRow>/ForceComputingIntersectionColRowRow/1000/100          1826237 us       890625 us            1
BM_SparseMatrixProduct<ProductColRowRow>/ForceComputingIntersectionColRowRow/100/150             23267 us        10324 us           56
BM_SparseMatrixProduct<ProductColRowRow>/ForceComputingIntersectionColRowRow/1000/150          4621325 us      2625000 us            1
BM_SparseMatrixProduct<ProductColRowRow>/ForceComputingIntersectionColRowRow/10000/1            727187 us       437500 us            2
BM_SparseMatrixProduct<ProductColRowRow>/ForceComputingIntersectionColRowRow/10000/5          24013683 us     12375000 us            1
BM_SparseMatrixProduct<ProductRowRowRow>/RegularProductRowRowRow/100/10                           2.03 us         1.37 us       640000
BM_SparseMatrixProduct<ProductRowRowRow>/RegularProductRowRowRow/1000/10                         36021 us        17923 us           34
BM_SparseMatrixProduct<ProductRowRowRow>/RegularProductRowRowRow/100/20                           4.42 us         2.07 us       248889
BM_SparseMatrixProduct<ProductRowRowRow>/RegularProductRowRowRow/1000/20                         25599 us        13889 us           45
BM_SparseMatrixProduct<ProductRowRowRow>/RegularProductRowRowRow/100/100                          1316 us          593 us          896
BM_SparseMatrixProduct<ProductRowRowRow>/RegularProductRowRowRow/1000/100                        40734 us        21354 us           30
BM_SparseMatrixProduct<ProductRowRowRow>/RegularProductRowRowRow/100/150                          4251 us         2322 us          498
BM_SparseMatrixProduct<ProductRowRowRow>/RegularProductRowRowRow/1000/150                        38850 us        22949 us           32
BM_SparseMatrixProduct<ProductRowRowRow>/RegularProductRowRowRow/10000/1                         33249 us        18066 us           32
BM_SparseMatrixProduct<ProductRowRowRow>/RegularProductRowRowRow/10000/5                       1113042 us       640625 us            1
BM_SparseMatrixProduct<ProductRowRowRow>/FastProductRowRowRow/100/10                             0.090 us        0.064 us     10000000
BM_SparseMatrixProduct<ProductRowRowRow>/FastProductRowRowRow/1000/10                              145 us         73.2 us         8960
BM_SparseMatrixProduct<ProductRowRowRow>/FastProductRowRowRow/100/20                             0.418 us        0.220 us      3200000
BM_SparseMatrixProduct<ProductRowRowRow>/FastProductRowRowRow/1000/20                             1082 us          715 us          896
BM_SparseMatrixProduct<ProductRowRowRow>/FastProductRowRowRow/100/100                             9.63 us         5.86 us       112000
BM_SparseMatrixProduct<ProductRowRowRow>/FastProductRowRowRow/1000/100                           23937 us        13958 us           75
BM_SparseMatrixProduct<ProductRowRowRow>/FastProductRowRowRow/100/150                             39.2 us         18.3 us        38449
BM_SparseMatrixProduct<ProductRowRowRow>/FastProductRowRowRow/1000/150                           52866 us        32072 us           19
BM_SparseMatrixProduct<ProductRowRowRow>/FastProductRowRowRow/10000/1                             3950 us         2404 us          299
BM_SparseMatrixProduct<ProductRowRowRow>/FastProductRowRowRow/10000/5                           108789 us        69444 us            9
BM_SparseMatrixProduct<ProductRowRowRow>/ForceComputingIntersectionRowRowRow/100/10               26.7 us         17.0 us        49778
BM_SparseMatrixProduct<ProductRowRowRow>/ForceComputingIntersectionRowRowRow/1000/10            111435 us        62500 us            9
BM_SparseMatrixProduct<ProductRowRowRow>/ForceComputingIntersectionRowRowRow/100/20                254 us          141 us         4978
BM_SparseMatrixProduct<ProductRowRowRow>/ForceComputingIntersectionRowRowRow/1000/20            274846 us       175781 us            4
BM_SparseMatrixProduct<ProductRowRowRow>/ForceComputingIntersectionRowRowRow/100/100             16542 us         9645 us           81
BM_SparseMatrixProduct<ProductRowRowRow>/ForceComputingIntersectionRowRowRow/1000/100          1892133 us      1203125 us            1
BM_SparseMatrixProduct<ProductRowRowRow>/ForceComputingIntersectionRowRowRow/100/150             23534 us        13916 us           64
BM_SparseMatrixProduct<ProductRowRowRow>/ForceComputingIntersectionRowRowRow/1000/150          4161050 us      2296875 us            1
BM_SparseMatrixProduct<ProductRowRowRow>/ForceComputingIntersectionRowRowRow/10000/1            812288 us       734375 us            1
BM_SparseMatrixProduct<ProductRowRowRow>/ForceComputingIntersectionRowRowRow/10000/5          26959948 us     16562500 us            1
BM_SparseMatrixProduct<ProductParColColCol>/RegularProductParColColCol/100/10                     2.28 us         1.46 us       448000
BM_SparseMatrixProduct<ProductParColColCol>/RegularProductParColColCol/1000/10                   31009 us        22518 us           34
BM_SparseMatrixProduct<ProductParColColCol>/RegularProductParColColCol/100/20                     3.85 us         2.40 us       344615
BM_SparseMatrixProduct<ProductParColColCol>/RegularProductParColColCol/1000/20                   24947 us        15625 us           64
BM_SparseMatrixProduct<ProductParColColCol>/RegularProductParColColCol/100/100                    1259 us          851 us         1120
BM_SparseMatrixProduct<ProductParColColCol>/RegularProductParColColCol/1000/100                  38490 us        23926 us           32
BM_SparseMatrixProduct<ProductParColColCol>/RegularProductParColColCol/100/150                    4443 us         2648 us          236
BM_SparseMatrixProduct<ProductParColColCol>/RegularProductParColColCol/1000/150                  38141 us        28646 us           30
BM_SparseMatrixProduct<ProductParColColCol>/RegularProductParColColCol/10000/1                   33281 us        19761 us           34
BM_SparseMatrixProduct<ProductParColColCol>/RegularProductParColColCol/10000/5                 1007905 us       875000 us            1
BM_SparseMatrixProduct<ProductParColColCol>/FastProductParColColCol/100/10                        11.9 us         2.51 us       398222
BM_SparseMatrixProduct<ProductParColColCol>/FastProductParColColCol/1000/10                       42.1 us         19.2 us        44800
BM_SparseMatrixProduct<ProductParColColCol>/FastProductParColColCol/100/20                        11.8 us         2.43 us       373333
BM_SparseMatrixProduct<ProductParColColCol>/FastProductParColColCol/1000/20                        198 us         56.5 us        10791
BM_SparseMatrixProduct<ProductParColColCol>/FastProductParColColCol/100/100                       9.13 us         1.67 us       373333
BM_SparseMatrixProduct<ProductParColColCol>/FastProductParColColCol/1000/100                      6526 us         2295 us          320
BM_SparseMatrixProduct<ProductParColColCol>/FastProductParColColCol/100/150                       13.4 us         2.59 us       223252
BM_SparseMatrixProduct<ProductParColColCol>/FastProductParColColCol/1000/150                     15355 us         2634 us          172
BM_SparseMatrixProduct<ProductParColColCol>/FastProductParColColCol/10000/1                       1715 us          435 us         1545
BM_SparseMatrixProduct<ProductParColColCol>/FastProductParColColCol/10000/5                      53194 us        32366 us           28
BM_SparseMatrixProduct<ProductParColColCol>/ForceComputingIntersectionParColColCol/100/10         59.4 us         34.3 us        18667
BM_SparseMatrixProduct<ProductParColColCol>/ForceComputingIntersectionParColColCol/1000/10      150397 us        90909 us           11
BM_SparseMatrixProduct<ProductParColColCol>/ForceComputingIntersectionParColColCol/100/20          151 us          110 us         8960
BM_SparseMatrixProduct<ProductParColColCol>/ForceComputingIntersectionParColColCol/1000/20      386879 us       289062 us            2
BM_SparseMatrixProduct<ProductParColColCol>/ForceComputingIntersectionParColColCol/100/100       25968 us        16113 us           64
BM_SparseMatrixProduct<ProductParColColCol>/ForceComputingIntersectionParColColCol/1000/100    2325808 us      1234375 us            1
BM_SparseMatrixProduct<ProductParColColCol>/ForceComputingIntersectionParColColCol/100/150       38849 us        27344 us           32
BM_SparseMatrixProduct<ProductParColColCol>/ForceComputingIntersectionParColColCol/1000/150    4994999 us      3453125 us            1
BM_SparseMatrixProduct<ProductParColColCol>/ForceComputingIntersectionParColColCol/10000/1     1078688 us       656250 us            1
BM_SparseMatrixProduct<ProductParColColCol>/ForceComputingIntersectionParColColCol/10000/5    32191381 us     20828125 us            1
BM_SparseMatrixProduct<ProductParRowColCol>/RegularProductParRowColCol/100/10                     2.16 us         1.33 us       896000
BM_SparseMatrixProduct<ProductParRowColCol>/RegularProductParRowColCol/1000/10                   31005 us        17912 us           41
BM_SparseMatrixProduct<ProductParRowColCol>/RegularProductParRowColCol/100/20                     3.56 us         2.34 us       448000
BM_SparseMatrixProduct<ProductParRowColCol>/RegularProductParRowColCol/1000/20                   30625 us        21354 us           30
BM_SparseMatrixProduct<ProductParRowColCol>/RegularProductParRowColCol/100/100                     931 us          531 us         1000
BM_SparseMatrixProduct<ProductParRowColCol>/RegularProductParRowColCol/1000/100                  39144 us        25240 us           26
BM_SparseMatrixProduct<ProductParRowColCol>/RegularProductParRowColCol/100/150                    3387 us         2102 us          498
BM_SparseMatrixProduct<ProductParRowColCol>/RegularProductParRowColCol/1000/150                  36859 us        21181 us           45
BM_SparseMatrixProduct<ProductParRowColCol>/RegularProductParRowColCol/10000/1                   30526 us        18382 us           34
BM_SparseMatrixProduct<ProductParRowColCol>/RegularProductParRowColCol/10000/5                  672638 us       437500 us            2
BM_SparseMatrixProduct<ProductParRowColCol>/FastProductParRowColCol/100/10                        9.91 us         1.62 us       298667
BM_SparseMatrixProduct<ProductParRowColCol>/FastProductParRowColCol/1000/10                       42.8 us         15.9 us        74667
BM_SparseMatrixProduct<ProductParRowColCol>/FastProductParRowColCol/100/20                        10.0 us         1.46 us       298667
BM_SparseMatrixProduct<ProductParRowColCol>/FastProductParRowColCol/1000/20                        205 us         76.6 us        10000
BM_SparseMatrixProduct<ProductParRowColCol>/FastProductParRowColCol/100/100                       9.41 us         1.81 us       640000
BM_SparseMatrixProduct<ProductParRowColCol>/FastProductParRowColCol/1000/100                      6978 us         1820 us          747
BM_SparseMatrixProduct<ProductParRowColCol>/FastProductParRowColCol/100/150                       13.2 us         3.24 us       448000
BM_SparseMatrixProduct<ProductParRowColCol>/FastProductParRowColCol/1000/150                     15394 us         3247 us          154
BM_SparseMatrixProduct<ProductParRowColCol>/FastProductParRowColCol/10000/1                       2014 us          460 us         1120
BM_SparseMatrixProduct<ProductParRowColCol>/FastProductParRowColCol/10000/5                      57617 us        19775 us           64
BM_SparseMatrixProduct<ProductParRowColCol>/ForceComputingIntersectionParRowColCol/100/10         34.3 us         22.6 us        24889
BM_SparseMatrixProduct<ProductParRowColCol>/ForceComputingIntersectionParRowColCol/1000/10      143700 us        72917 us            9
BM_SparseMatrixProduct<ProductParRowColCol>/ForceComputingIntersectionParRowColCol/100/20          137 us         95.9 us         8960
BM_SparseMatrixProduct<ProductParRowColCol>/ForceComputingIntersectionParRowColCol/1000/20      343618 us       203125 us            3
BM_SparseMatrixProduct<ProductParRowColCol>/ForceComputingIntersectionParRowColCol/100/100       16293 us         9896 us           90
BM_SparseMatrixProduct<ProductParRowColCol>/ForceComputingIntersectionParRowColCol/1000/100    2115054 us      1515625 us            1
BM_SparseMatrixProduct<ProductParRowColCol>/ForceComputingIntersectionParRowColCol/100/150       27654 us        16470 us           37
BM_SparseMatrixProduct<ProductParRowColCol>/ForceComputingIntersectionParRowColCol/1000/150    3779632 us      2296875 us            1
BM_SparseMatrixProduct<ProductParRowColCol>/ForceComputingIntersectionParRowColCol/10000/1      892257 us       640625 us            1
BM_SparseMatrixProduct<ProductParRowColCol>/ForceComputingIntersectionParRowColCol/10000/5    25191684 us     16250000 us            1
BM_SparseMatrixProduct<ProductParColRowCol>/RegularProductParColRowCol/100/10                     2.23 us         1.35 us       462452
BM_SparseMatrixProduct<ProductParColRowCol>/RegularProductParColRowCol/1000/10                   30386 us        21635 us           26
BM_SparseMatrixProduct<ProductParColRowCol>/RegularProductParColRowCol/100/20                     3.62 us         2.79 us       280000
BM_SparseMatrixProduct<ProductParColRowCol>/RegularProductParColRowCol/1000/20                   26925 us        18532 us           43
BM_SparseMatrixProduct<ProductParColRowCol>/RegularProductParColRowCol/100/100                     847 us          625 us         1000
BM_SparseMatrixProduct<ProductParColRowCol>/RegularProductParColRowCol/1000/100                  35441 us        26250 us           25
BM_SparseMatrixProduct<ProductParColRowCol>/RegularProductParColRowCol/100/150                    3186 us         2002 us          320
BM_SparseMatrixProduct<ProductParColRowCol>/RegularProductParColRowCol/1000/150                  35295 us        30134 us           28
BM_SparseMatrixProduct<ProductParColRowCol>/RegularProductParColRowCol/10000/1                   31492 us        28125 us           25
BM_SparseMatrixProduct<ProductParColRowCol>/RegularProductParColRowCol/10000/5                  662718 us       414062 us            2
BM_SparseMatrixProduct<ProductParColRowCol>/FastProductParColRowCol/100/10                        10.3 us         1.12 us       448000
BM_SparseMatrixProduct<ProductParColRowCol>/FastProductParColRowCol/1000/10                       43.7 us         13.1 us        57344
BM_SparseMatrixProduct<ProductParColRowCol>/FastProductParColRowCol/100/20                        10.6 us         1.38 us       373333
BM_SparseMatrixProduct<ProductParColRowCol>/FastProductParColRowCol/1000/20                        198 us         48.1 us        22400
BM_SparseMatrixProduct<ProductParColRowCol>/FastProductParColRowCol/100/100                       9.37 us         2.26 us       373333
BM_SparseMatrixProduct<ProductParColRowCol>/FastProductParColRowCol/1000/100                      6772 us         1360 us          448
BM_SparseMatrixProduct<ProductParColRowCol>/FastProductParColRowCol/100/150                       13.1 us         5.62 us       100000
BM_SparseMatrixProduct<ProductParColRowCol>/FastProductParColRowCol/1000/150                     16014 us         3064 us          204
BM_SparseMatrixProduct<ProductParColRowCol>/FastProductParColRowCol/10000/1                       1759 us          345 us         1493
BM_SparseMatrixProduct<ProductParColRowCol>/FastProductParColRowCol/10000/5                      53120 us        13194 us           45
BM_SparseMatrixProduct<ProductParColRowCol>/ForceComputingIntersectionParColRowCol/100/10         39.5 us         28.8 us        29867
BM_SparseMatrixProduct<ProductParColRowCol>/ForceComputingIntersectionParColRowCol/1000/10      139483 us        93750 us           10
BM_SparseMatrixProduct<ProductParColRowCol>/ForceComputingIntersectionParColRowCol/100/20          134 us          107 us        11200
BM_SparseMatrixProduct<ProductParColRowCol>/ForceComputingIntersectionParColRowCol/1000/20      359347 us       229167 us            3
BM_SparseMatrixProduct<ProductParColRowCol>/ForceComputingIntersectionParColRowCol/100/100       22715 us        14062 us           50
BM_SparseMatrixProduct<ProductParColRowCol>/ForceComputingIntersectionParColRowCol/1000/100    2073676 us      1421875 us            1
BM_SparseMatrixProduct<ProductParColRowCol>/ForceComputingIntersectionParColRowCol/100/150       31918 us        18403 us           45
BM_SparseMatrixProduct<ProductParColRowCol>/ForceComputingIntersectionParColRowCol/1000/150    4516689 us      3312500 us            1
BM_SparseMatrixProduct<ProductParColRowCol>/ForceComputingIntersectionParColRowCol/10000/1      866677 us       515625 us            1
BM_SparseMatrixProduct<ProductParColRowCol>/ForceComputingIntersectionParColRowCol/10000/5    24764368 us     16375000 us            1
BM_SparseMatrixProduct<ProductParRowRowCol>/RegularProductParRowRowCol/100/10                     2.85 us         2.39 us       248889
BM_SparseMatrixProduct<ProductParRowRowCol>/RegularProductParRowRowCol/1000/10                   26173 us        18229 us           54
BM_SparseMatrixProduct<ProductParRowRowCol>/RegularProductParRowRowCol/100/20                     2.86 us         2.16 us       448000
BM_SparseMatrixProduct<ProductParRowRowCol>/RegularProductParRowRowCol/1000/20                   21731 us        13750 us           50
BM_SparseMatrixProduct<ProductParRowRowCol>/RegularProductParRowRowCol/100/100                     807 us          567 us         1434
BM_SparseMatrixProduct<ProductParRowRowCol>/RegularProductParRowRowCol/1000/100                  30108 us        20020 us           32
BM_SparseMatrixProduct<ProductParRowRowCol>/RegularProductParRowRowCol/100/150                    5173 us         3906 us          224
BM_SparseMatrixProduct<ProductParRowRowCol>/RegularProductParRowRowCol/1000/150                  29870 us        19848 us           37
BM_SparseMatrixProduct<ProductParRowRowCol>/RegularProductParRowRowCol/10000/1                   23445 us        15972 us           45
BM_SparseMatrixProduct<ProductParRowRowCol>/RegularProductParRowRowCol/10000/5                  658329 us       500000 us            1
BM_SparseMatrixProduct<ProductParRowRowCol>/FastProductParRowRowCol/100/10                        10.1 us         1.27 us       344615
BM_SparseMatrixProduct<ProductParRowRowCol>/FastProductParRowRowCol/1000/10                       46.5 us         13.4 us        37333
BM_SparseMatrixProduct<ProductParRowRowCol>/FastProductParRowRowCol/100/20                        10.7 us         1.74 us       448000
BM_SparseMatrixProduct<ProductParRowRowCol>/FastProductParRowRowCol/1000/20                        256 us         60.6 us        15206
BM_SparseMatrixProduct<ProductParRowRowCol>/FastProductParRowRowCol/100/100                       8.82 us         1.00 us       497778
BM_SparseMatrixProduct<ProductParRowRowCol>/FastProductParRowRowCol/1000/100                      7983 us         1744 us          448
BM_SparseMatrixProduct<ProductParRowRowCol>/FastProductParRowRowCol/100/150                       14.3 us         3.66 us       209067
BM_SparseMatrixProduct<ProductParRowRowCol>/FastProductParRowRowCol/1000/150                     17550 us         4464 us          112
BM_SparseMatrixProduct<ProductParRowRowCol>/FastProductParRowRowCol/10000/1                       2282 us          376 us         1911
BM_SparseMatrixProduct<ProductParRowRowCol>/FastProductParRowRowCol/10000/5                      62466 us        30273 us           32
BM_SparseMatrixProduct<ProductParRowRowCol>/ForceComputingIntersectionParRowRowCol/100/10         30.5 us         17.6 us        37333
BM_SparseMatrixProduct<ProductParRowRowCol>/ForceComputingIntersectionParRowRowCol/1000/10      213252 us       109375 us            9
BM_SparseMatrixProduct<ProductParRowRowCol>/ForceComputingIntersectionParRowRowCol/100/20          148 us         82.0 us         8960
BM_SparseMatrixProduct<ProductParRowRowCol>/ForceComputingIntersectionParRowRowCol/1000/20      409256 us       197917 us            3
BM_SparseMatrixProduct<ProductParRowRowCol>/ForceComputingIntersectionParRowRowCol/100/100       23603 us        12847 us           45
BM_SparseMatrixProduct<ProductParRowRowCol>/ForceComputingIntersectionParRowRowCol/1000/100    2466049 us      1203125 us            1
BM_SparseMatrixProduct<ProductParRowRowCol>/ForceComputingIntersectionParRowRowCol/100/150       41273 us        23438 us           32
BM_SparseMatrixProduct<ProductParRowRowCol>/ForceComputingIntersectionParRowRowCol/1000/150    5804949 us      2921875 us            1
BM_SparseMatrixProduct<ProductParRowRowCol>/ForceComputingIntersectionParRowRowCol/10000/1     1004194 us       546875 us            1
BM_SparseMatrixProduct<ProductParRowRowCol>/ForceComputingIntersectionParRowRowCol/10000/5    29711073 us     15671875 us            1
BM_SparseMatrixProduct<ProductParColColRow>/RegularProductParColColRow/100/10                     1.75 us         1.00 us       640000
BM_SparseMatrixProduct<ProductParColColRow>/RegularProductParColColRow/1000/10                   31087 us        20270 us           37
BM_SparseMatrixProduct<ProductParColColRow>/RegularProductParColColRow/100/20                     3.04 us         1.93 us       446016
BM_SparseMatrixProduct<ProductParColColRow>/RegularProductParColColRow/1000/20                   28386 us        15346 us          112
BM_SparseMatrixProduct<ProductParColColRow>/RegularProductParColColRow/100/100                     807 us          480 us         1792
BM_SparseMatrixProduct<ProductParColColRow>/RegularProductParColColRow/1000/100                  34917 us        19792 us           45
BM_SparseMatrixProduct<ProductParColColRow>/RegularProductParColColRow/100/150                    4235 us         3154 us          213
BM_SparseMatrixProduct<ProductParColColRow>/RegularProductParColColRow/1000/150                  29840 us        18995 us           51
BM_SparseMatrixProduct<ProductParColColRow>/RegularProductParColColRow/10000/1                   23860 us        14583 us           45
BM_SparseMatrixProduct<ProductParColColRow>/RegularProductParColColRow/10000/5                  695538 us       250000 us            2
BM_SparseMatrixProduct<ProductParColColRow>/FastProductParColColRow/100/10                        8.37 us         1.28 us      1000000
BM_SparseMatrixProduct<ProductParColColRow>/FastProductParColColRow/1000/10                       51.2 us         17.2 us        63716
BM_SparseMatrixProduct<ProductParColColRow>/FastProductParColColRow/100/20                        9.15 us         1.05 us       448000
BM_SparseMatrixProduct<ProductParColColRow>/FastProductParColColRow/1000/20                        296 us         66.3 us         8960
BM_SparseMatrixProduct<ProductParColColRow>/FastProductParColColRow/100/100                       9.24 us        0.942 us       497778
BM_SparseMatrixProduct<ProductParColColRow>/FastProductParColColRow/1000/100                      9511 us         2188 us          407
BM_SparseMatrixProduct<ProductParColColRow>/FastProductParColColRow/100/150                       14.3 us         2.45 us       344615
BM_SparseMatrixProduct<ProductParColColRow>/FastProductParColColRow/1000/150                     15685 us         2885 us          195
BM_SparseMatrixProduct<ProductParColColRow>/FastProductParColColRow/10000/1                       2132 us          293 us         2133
BM_SparseMatrixProduct<ProductParColColRow>/FastProductParColColRow/10000/5                      57154 us        25276 us           34
BM_SparseMatrixProduct<ProductParColColRow>/ForceComputingIntersectionParColColRow/100/10         23.3 us         12.9 us        64000
BM_SparseMatrixProduct<ProductParColColRow>/ForceComputingIntersectionParColColRow/1000/10      101199 us        51339 us           14
BM_SparseMatrixProduct<ProductParColColRow>/ForceComputingIntersectionParColColRow/100/20         91.7 us         39.3 us        19478
BM_SparseMatrixProduct<ProductParColColRow>/ForceComputingIntersectionParColColRow/1000/20      274391 us       128472 us            9
BM_SparseMatrixProduct<ProductParColColRow>/ForceComputingIntersectionParColColRow/100/100       11328 us         4688 us          130
BM_SparseMatrixProduct<ProductParColColRow>/ForceComputingIntersectionParColColRow/1000/100    1846387 us       890625 us            1
BM_SparseMatrixProduct<ProductParColColRow>/ForceComputingIntersectionParColColRow/100/150       19178 us         9905 us          112
BM_SparseMatrixProduct<ProductParColColRow>/ForceComputingIntersectionParColColRow/1000/150    4705896 us      1968750 us            1
BM_SparseMatrixProduct<ProductParColColRow>/ForceComputingIntersectionParColColRow/10000/1      698122 us       289062 us            2
BM_SparseMatrixProduct<ProductParColColRow>/ForceComputingIntersectionParColColRow/10000/5    21632288 us      9421875 us            1
BM_SparseMatrixProduct<ProductParRowColRow>/RegularProductParRowColRow/100/10                     2.20 us         1.09 us       560000
BM_SparseMatrixProduct<ProductParRowColRow>/RegularProductParRowColRow/1000/10                   29930 us        11719 us           56
BM_SparseMatrixProduct<ProductParRowColRow>/RegularProductParRowColRow/100/20                     3.48 us         2.22 us       344615
BM_SparseMatrixProduct<ProductParRowColRow>/RegularProductParRowColRow/1000/20                   32891 us        10742 us           64
BM_SparseMatrixProduct<ProductParRowColRow>/RegularProductParRowColRow/100/100                    1024 us          336 us         1723
BM_SparseMatrixProduct<ProductParRowColRow>/RegularProductParRowColRow/1000/100                  46178 us        11458 us           45
BM_SparseMatrixProduct<ProductParRowColRow>/RegularProductParRowColRow/100/150                    4081 us         1820 us          498
BM_SparseMatrixProduct<ProductParRowColRow>/RegularProductParRowColRow/1000/150                  41092 us         9905 us          112
BM_SparseMatrixProduct<ProductParRowColRow>/RegularProductParRowColRow/10000/1                   43772 us        11406 us          100