polymur.txt

-------------------------------------------------------------------------------
--- Testing polymur "github.com/orlp/polymur-hash v1" GOOD

[[[ Sanity Tests ]]]

Verification value 0x4F894810 ....... PASS
Running sanity check 1     .......... PASS
Running AppendedZeroesTest .......... PASS

[[[ Speed Tests ]]]

Bulk speed test - 262144-byte keys
Alignment  7 -  3.376 bytes/cycle - 9658.87 MiB/sec @ 3 ghz
Alignment  6 -  3.384 bytes/cycle - 9680.96 MiB/sec @ 3 ghz
Alignment  5 -  3.383 bytes/cycle - 9678.19 MiB/sec @ 3 ghz
Alignment  4 -  3.383 bytes/cycle - 9677.41 MiB/sec @ 3 ghz
Alignment  3 -  3.382 bytes/cycle - 9675.33 MiB/sec @ 3 ghz
Alignment  2 -  3.384 bytes/cycle - 9682.09 MiB/sec @ 3 ghz
Alignment  1 -  3.384 bytes/cycle - 9681.27 MiB/sec @ 3 ghz
Alignment  0 -  3.382 bytes/cycle - 9676.53 MiB/sec @ 3 ghz
Average      -  3.382 bytes/cycle - 9676.33 MiB/sec @ 3 ghz

Small key speed test -    1-byte keys -    40.00 cycles/hash
Small key speed test -    2-byte keys -    40.00 cycles/hash
Small key speed test -    3-byte keys -    40.25 cycles/hash
Small key speed test -    4-byte keys -    38.00 cycles/hash
Small key speed test -    5-byte keys -    37.99 cycles/hash
Small key speed test -    6-byte keys -    37.99 cycles/hash
Small key speed test -    7-byte keys -    37.99 cycles/hash
Small key speed test -    8-byte keys -    40.00 cycles/hash
Small key speed test -    9-byte keys -    40.00 cycles/hash
Small key speed test -   10-byte keys -    40.00 cycles/hash
Small key speed test -   11-byte keys -    40.00 cycles/hash
Small key speed test -   12-byte keys -    40.00 cycles/hash
Small key speed test -   13-byte keys -    40.00 cycles/hash
Small key speed test -   14-byte keys -    40.00 cycles/hash
Small key speed test -   15-byte keys -    40.00 cycles/hash
Small key speed test -   16-byte keys -    40.00 cycles/hash
Small key speed test -   17-byte keys -    40.00 cycles/hash
Small key speed test -   18-byte keys -    40.00 cycles/hash
Small key speed test -   19-byte keys -    40.00 cycles/hash
Small key speed test -   20-byte keys -    40.00 cycles/hash
Small key speed test -   21-byte keys -    40.00 cycles/hash
Small key speed test -   22-byte keys -    48.95 cycles/hash
Small key speed test -   23-byte keys -    48.99 cycles/hash
Small key speed test -   24-byte keys -    49.00 cycles/hash
Small key speed test -   25-byte keys -    49.69 cycles/hash
Small key speed test -   26-byte keys -    49.27 cycles/hash
Small key speed test -   27-byte keys -    49.25 cycles/hash
Small key speed test -   28-byte keys -    49.24 cycles/hash
Small key speed test -   29-byte keys -    49.21 cycles/hash
Small key speed test -   30-byte keys -    49.00 cycles/hash
Small key speed test -   31-byte keys -    48.76 cycles/hash
Average                                    42.696 cycles/hash

[[[ 'Hashmap' Speed Tests ]]]

std::unordered_map
Init std HashMapTest:     483.100 cycles/op (104334 inserts, 1% deletions)
Running std HashMapTest:  363.378 cycles/op (13.0 stdv)

greg7mdp/parallel-hashmap
Init fast HashMapTest:    300.836 cycles/op (104334 inserts, 1% deletions)
Running fast HashMapTest: 247.344 cycles/op (7.6 stdv)  ....... PASS

[[[ Avalanche Tests ]]]

Testing   24-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.744000%
Testing   32-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.634667%
Testing   40-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.634667%
Testing   48-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.636667%
Testing   56-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.668000%
Testing   64-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.619333%
Testing   72-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.674667%
Testing   80-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.684667%
Testing   96-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.721333%
Testing  112-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.721333%
Testing  128-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.644000%
Testing  160-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.692000%
Testing  512-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.752667%
Testing 1024-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.814667%

[[[ Keyset 'Sparse' Tests ]]]

Keyset 'Sparse' - 16-bit keys with up to 9 bits set - 50643 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected          0.3, actual      1 (3.35x) (1) !
Testing collisions (high 19-25 bits) - Worst is 23 bits: 169/152 (1.11x)
Testing collisions (low  32-bit) - Expected          0.3, actual      0 (0.00x)
Testing collisions (low  19-25 bits) - Worst is 25 bits: 45/38 (1.18x)
Testing distribution - Worst bias is the 13-bit window at bit 19 - 0.582%

Keyset 'Sparse' - 24-bit keys with up to 8 bits set - 1271626 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        188.2, actual    178 (0.95x)
Testing collisions (high 24-35 bits) - Worst is 33 bits: 95/94 (1.01x)
Testing collisions (low  32-bit) - Expected        188.2, actual    182 (0.97x)
Testing collisions (low  24-35 bits) - Worst is 34 bits: 51/47 (1.08x)
Testing distribution - Worst bias is the 17-bit window at bit 55 - 0.092%

Keyset 'Sparse' - 32-bit keys with up to 7 bits set - 4514873 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       2372.2, actual   2330 (0.98x) (-42)
Testing collisions (high 25-38 bits) - Worst is 36 bits: 169/148 (1.14x)
Testing collisions (low  32-bit) - Expected       2372.2, actual   2353 (0.99x) (-19)
Testing collisions (low  25-38 bits) - Worst is 26 bits: 148775/148523 (1.00x)
Testing distribution - Worst bias is the 19-bit window at bit 54 - 0.047%

Keyset 'Sparse' - 40-bit keys with up to 6 bits set - 4598479 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       2460.8, actual   2491 (1.01x) (31)
Testing collisions (high 25-38 bits) - Worst is 38 bits: 40/38 (1.04x)
Testing collisions (low  32-bit) - Expected       2460.8, actual   2471 (1.00x) (11)
Testing collisions (low  25-38 bits) - Worst is 31 bits: 4968/4919 (1.01x)
Testing distribution - Worst bias is the 19-bit window at bit 41 - 0.055%

Keyset 'Sparse' - 48-bit keys with up to 6 bits set - 14196869 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected      23437.8, actual  23387 (1.00x) (-50)
Testing collisions (high 27-42 bits) - Worst is 41 bits: 56/45 (1.22x)
Testing collisions (low  32-bit) - Expected      23437.8, actual  23524 (1.00x) (87)
Testing collisions (low  27-42 bits) - Worst is 41 bits: 59/45 (1.29x)
Testing distribution - Worst bias is the 20-bit window at bit 24 - 0.014%

Keyset 'Sparse' - 56-bit keys with up to 5 bits set - 4216423 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       2069.0, actual   2084 (1.01x) (16)
Testing collisions (high 25-38 bits) - Worst is 37 bits: 80/64 (1.24x)
Testing collisions (low  32-bit) - Expected       2069.0, actual   2028 (0.98x) (-40)
Testing collisions (low  25-38 bits) - Worst is 37 bits: 69/64 (1.07x)
Testing distribution - Worst bias is the 19-bit window at bit 16 - 0.055%

Keyset 'Sparse' - 64-bit keys with up to 5 bits set - 8303633 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8021.7, actual   7862 (0.98x) (-159)
Testing collisions (high 26-40 bits) - Worst is 26 bits: 493304/493171 (1.00x)
Testing collisions (low  32-bit) - Expected       8021.7, actual   8085 (1.01x) (64)
Testing collisions (low  26-40 bits) - Worst is 40 bits: 36/31 (1.15x)
Testing distribution - Worst bias is the 20-bit window at bit 46 - 0.047%

Keyset 'Sparse' - 72-bit keys with up to 5 bits set - 15082603 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected      26451.8, actual  26597 (1.01x) (146)
Testing collisions (high 27-42 bits) - Worst is 35 bits: 3355/3309 (1.01x)
Testing collisions (low  32-bit) - Expected      26451.8, actual  26517 (1.00x) (66)
Testing collisions (low  27-42 bits) - Worst is 33 bits: 13455/13233 (1.02x)
Testing distribution - Worst bias is the 20-bit window at bit 15 - 0.025%

Keyset 'Sparse' - 96-bit keys with up to 4 bits set - 3469497 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       1401.0, actual   1374 (0.98x) (-26)
Testing collisions (high 25-38 bits) - Worst is 25 bits: 173530/173345 (1.00x)
Testing collisions (low  32-bit) - Expected       1401.0, actual   1386 (0.99x) (-14)
Testing collisions (low  25-38 bits) - Worst is 38 bits: 30/21 (1.37x)
Testing distribution - Worst bias is the 19-bit window at bit 50 - 0.058%

Keyset 'Sparse' - 160-bit keys with up to 4 bits set - 26977161 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected      84546.1, actual  85148 (1.01x) (602)
Testing collisions (high 28-44 bits) - Worst is 44 bits: 23/20 (1.11x)
Testing collisions (low  32-bit) - Expected      84546.1, actual  84932 (1.00x) (386)
Testing collisions (low  28-44 bits) - Worst is 42 bits: 85/82 (1.03x)
Testing distribution - Worst bias is the 20-bit window at bit 23 - 0.012%

Keyset 'Sparse' - 256-bit keys with up to 3 bits set - 2796417 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        910.2, actual    930 (1.02x) (20)
Testing collisions (high 25-37 bits) - Worst is 36 bits: 70/56 (1.23x)
Testing collisions (low  32-bit) - Expected        910.2, actual    915 (1.01x) (5)
Testing collisions (low  25-37 bits) - Worst is 36 bits: 60/56 (1.05x)
Testing distribution - Worst bias is the 19-bit window at bit  5 - 0.080%

Keyset 'Sparse' - 512-bit keys with up to 3 bits set - 22370049 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected      58155.4, actual  57995 (1.00x) (-160)
Testing collisions (high 28-43 bits) - Worst is 43 bits: 30/28 (1.05x)
Testing collisions (low  32-bit) - Expected      58155.4, actual  57881 (1.00x) (-274)
Testing collisions (low  28-43 bits) - Worst is 41 bits: 126/113 (1.11x)
Testing distribution - Worst bias is the 20-bit window at bit  5 - 0.013%

Keyset 'Sparse' - 1024-bit keys with up to 2 bits set - 524801 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected         32.1, actual     29 (0.90x)
Testing collisions (high 22-32 bits) - Worst is 23 bits: 16250/16079 (1.01x)
Testing collisions (low  32-bit) - Expected         32.1, actual     44 (1.37x) (12)
Testing collisions (low  22-32 bits) - Worst is 32 bits: 44/32 (1.37x)
Testing distribution - Worst bias is the 16-bit window at bit 17 - 0.186%

Keyset 'Sparse' - 2048-bit keys with up to 2 bits set - 2098177 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        512.4, actual    541 (1.06x) (29)
Testing collisions (high 24-36 bits) - Worst is 34 bits: 146/128 (1.14x)
Testing collisions (low  32-bit) - Expected        512.4, actual    488 (0.95x)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 42/32 (1.31x)
Testing distribution - Worst bias is the 18-bit window at bit 13 - 0.103%


[[[ Keyset 'Permutation' Tests ]]]

Combination Lowbits Tests:
Keyset 'Combination' - up to 7 blocks from a set of 8 - 2396744 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        668.6, actual    681 (1.02x) (13)
Testing collisions (high 24-37 bits) - Worst is 33 bits: 345/334 (1.03x)
Testing collisions (low  32-bit) - Expected        668.6, actual    687 (1.03x) (19)
Testing collisions (low  24-37 bits) - Worst is 35 bits: 89/83 (1.06x)
Testing distribution - Worst bias is the 18-bit window at bit 46 - 0.079%


Combination Highbits Tests
Keyset 'Combination' - up to 7 blocks from a set of 8 - 2396744 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        668.6, actual    646 (0.97x)
Testing collisions (high 24-37 bits) - Worst is 37 bits: 22/20 (1.05x)
Testing collisions (low  32-bit) - Expected        668.6, actual    657 (0.98x) (-11)
Testing collisions (low  24-37 bits) - Worst is 29 bits: 5411/5341 (1.01x)
Testing distribution - Worst bias is the 18-bit window at bit  8 - 0.092%


Combination Hi-Lo Tests:
Keyset 'Combination' - up to 6 blocks from a set of 15 - 12204240 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected      17322.9, actual  17166 (0.99x) (-156)
Testing collisions (high 27-41 bits) - Worst is 41 bits: 40/33 (1.18x)
Testing collisions (low  32-bit) - Expected      17322.9, actual  17210 (0.99x) (-112)
Testing collisions (low  27-41 bits) - Worst is 41 bits: 38/33 (1.12x)
Testing distribution - Worst bias is the 20-bit window at bit 16 - 0.024%


Combination 0x8000000 Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   8304 (1.01x) (118)
Testing collisions (high 26-40 bits) - Worst is 32 bits: 8304/8186 (1.01x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   8126 (0.99x) (-60)
Testing collisions (low  26-40 bits) - Worst is 39 bits: 68/63 (1.06x)
Testing distribution - Worst bias is the 20-bit window at bit 19 - 0.057%


Combination 0x0000001 Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   8259 (1.01x) (73)
Testing collisions (high 26-40 bits) - Worst is 36 bits: 556/511 (1.09x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   8274 (1.01x) (88)
Testing collisions (low  26-40 bits) - Worst is 40 bits: 42/31 (1.31x)
Testing distribution - Worst bias is the 20-bit window at bit 40 - 0.036%


Combination 0x800000000000000 Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   8219 (1.00x) (33)
Testing collisions (high 26-40 bits) - Worst is 33 bits: 4135/4094 (1.01x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   8206 (1.00x) (20)
Testing collisions (low  26-40 bits) - Worst is 33 bits: 4120/4094 (1.01x)
Testing distribution - Worst bias is the 20-bit window at bit 61 - 0.033%


Combination 0x000000000000001 Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   8282 (1.01x) (96)
Testing collisions (high 26-40 bits) - Worst is 38 bits: 135/127 (1.05x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   8178 (1.00x) (-8)
Testing collisions (low  26-40 bits) - Worst is 39 bits: 69/63 (1.08x)
Testing distribution - Worst bias is the 20-bit window at bit 61 - 0.034%


Combination 16-bytes [0-1] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   8135 (0.99x) (-51)
Testing collisions (high 26-40 bits) - Worst is 28 bits: 130554/129717 (1.01x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   8141 (0.99x) (-45)
Testing collisions (low  26-40 bits) - Worst is 36 bits: 528/511 (1.03x)
Testing distribution - Worst bias is the 20-bit window at bit 18 - 0.037%


Combination 16-bytes [0-last] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   8065 (0.99x) (-121)
Testing collisions (high 26-40 bits) - Worst is 30 bits: 33090/32682 (1.01x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   8259 (1.01x) (73)
Testing collisions (low  26-40 bits) - Worst is 39 bits: 74/63 (1.16x)
Testing distribution - Worst bias is the 20-bit window at bit 41 - 0.037%


Combination 32-bytes [0-1] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   8432 (1.03x) (246)
Testing collisions (high 26-40 bits) - Worst is 37 bits: 279/255 (1.09x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   8029 (0.98x) (-157)
Testing collisions (low  26-40 bits) - Worst is 40 bits: 33/31 (1.03x)
Testing distribution - Worst bias is the 20-bit window at bit 10 - 0.038%


Combination 32-bytes [0-last] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   8200 (1.00x) (14)
Testing collisions (high 26-40 bits) - Worst is 33 bits: 4114/4094 (1.00x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   8287 (1.01x) (101)
Testing collisions (low  26-40 bits) - Worst is 40 bits: 38/31 (1.19x)
Testing distribution - Worst bias is the 20-bit window at bit 47 - 0.056%


Combination 64-bytes [0-1] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   8267 (1.01x) (81)
Testing collisions (high 26-40 bits) - Worst is 40 bits: 33/31 (1.03x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   8313 (1.02x) (127)
Testing collisions (low  26-40 bits) - Worst is 37 bits: 274/255 (1.07x)
Testing distribution - Worst bias is the 20-bit window at bit 13 - 0.047%


Combination 64-bytes [0-last] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   8139 (0.99x) (-47)
Testing collisions (high 26-40 bits) - Worst is 39 bits: 67/63 (1.05x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   7946 (0.97x)
Testing collisions (low  26-40 bits) - Worst is 27 bits: 257448/256766 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit 55 - 0.047%


Combination 128-bytes [0-1] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   8186 (1.00x)
Testing collisions (high 26-40 bits) - Worst is 29 bits: 65553/65195 (1.01x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   8217 (1.00x) (31)
Testing collisions (low  26-40 bits) - Worst is 40 bits: 39/31 (1.22x)
Testing distribution - Worst bias is the 19-bit window at bit 61 - 0.026%


Combination 128-bytes [0-last] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   8153 (1.00x) (-33)
Testing collisions (high 26-40 bits) - Worst is 40 bits: 36/31 (1.13x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   8178 (1.00x) (-8)
Testing collisions (low  26-40 bits) - Worst is 39 bits: 77/63 (1.20x)
Testing distribution - Worst bias is the 20-bit window at bit 59 - 0.038%


[[[ Keyset 'Window' Tests ]]]

Keyset 'Window' -  32-bit key,  25-bit window - 32 tests, 33554432 keys per test
Window at   0 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at   1 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at   2 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at   3 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at   4 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at   5 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at   6 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at   7 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at   8 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at   9 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at  10 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at  11 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at  12 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at  13 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at  14 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at  15 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at  16 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at  17 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at  18 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at  19 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at  20 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at  21 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at  22 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at  23 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at  24 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at  25 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at  26 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at  27 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at  28 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at  29 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at  30 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at  31 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Window at  32 - Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)

[[[ Keyset 'Cyclic' Tests ]]]

Keyset 'Cyclic' - 8 cycles of 8 bytes - 1000000 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        116.4, actual    112 (0.96x)
Testing collisions (high 23-34 bits) - Worst is 34 bits: 34/29 (1.17x)
Testing collisions (low  32-bit) - Expected        116.4, actual    102 (0.88x)
Testing collisions (low  23-34 bits) - Worst is 23 bits: 57199/57305 (1.00x)
Testing distribution - Worst bias is the 17-bit window at bit  3 - 0.124%

Keyset 'Cyclic' - 8 cycles of 9 bytes - 1000000 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        116.4, actual    127 (1.09x) (11)
Testing collisions (high 23-34 bits) - Worst is 32 bits: 127/116 (1.09x)
Testing collisions (low  32-bit) - Expected        116.4, actual    120 (1.03x) (4)
Testing collisions (low  23-34 bits) - Worst is 33 bits: 61/58 (1.05x)
Testing distribution - Worst bias is the 17-bit window at bit 18 - 0.170%

Keyset 'Cyclic' - 8 cycles of 10 bytes - 1000000 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        116.4, actual    137 (1.18x) (21)
Testing collisions (high 23-34 bits) - Worst is 34 bits: 35/29 (1.20x)
Testing collisions (low  32-bit) - Expected        116.4, actual    126 (1.08x) (10)
Testing collisions (low  23-34 bits) - Worst is 31 bits: 257/232 (1.10x)
Testing distribution - Worst bias is the 17-bit window at bit 30 - 0.154%

Keyset 'Cyclic' - 8 cycles of 11 bytes - 1000000 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        116.4, actual    118 (1.01x) (2)
Testing collisions (high 23-34 bits) - Worst is 34 bits: 37/29 (1.27x)
Testing collisions (low  32-bit) - Expected        116.4, actual    118 (1.01x) (2)
Testing collisions (low  23-34 bits) - Worst is 31 bits: 259/232 (1.11x)
Testing distribution - Worst bias is the 17-bit window at bit 31 - 0.126%

Keyset 'Cyclic' - 8 cycles of 12 bytes - 1000000 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        116.4, actual    133 (1.14x) (17)
Testing collisions (high 23-34 bits) - Worst is 33 bits: 67/58 (1.15x)
Testing collisions (low  32-bit) - Expected        116.4, actual    113 (0.97x)
Testing collisions (low  23-34 bits) - Worst is 28 bits: 1957/1860 (1.05x)
Testing distribution - Worst bias is the 17-bit window at bit 58 - 0.099%

Keyset 'Cyclic' - 8 cycles of 16 bytes - 1000000 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        116.4, actual    103 (0.88x)
Testing collisions (high 23-34 bits) - Worst is 28 bits: 1922/1860 (1.03x)
Testing collisions (low  32-bit) - Expected        116.4, actual    120 (1.03x) (4)
Testing collisions (low  23-34 bits) - Worst is 34 bits: 35/29 (1.20x)
Testing distribution - Worst bias is the 17-bit window at bit 46 - 0.101%


[[[ Keyset 'TwoBytes' Tests ]]]

Keyset 'TwoBytes' - up-to-4-byte keys, 652545 total keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected         49.6, actual     46 (0.93x)
Testing collisions (high 23-33 bits) - Worst is 33 bits: 26/24 (1.05x)
Testing collisions (low  32-bit) - Expected         49.6, actual     57 (1.15x) (8)
Testing collisions (low  23-33 bits) - Worst is 33 bits: 30/24 (1.21x)
Testing distribution - Worst bias is the 16-bit window at bit 29 - 0.096%

Keyset 'TwoBytes' - up-to-8-byte keys, 5471025 total keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       3483.1, actual   3454 (0.99x) (-29)
Testing collisions (high 26-39 bits) - Worst is 37 bits: 116/108 (1.07x)
Testing collisions (low  32-bit) - Expected       3483.1, actual   3376 (0.97x)
Testing collisions (low  26-39 bits) - Worst is 37 bits: 114/108 (1.05x)
Testing distribution - Worst bias is the 20-bit window at bit 18 - 0.071%

Keyset 'TwoBytes' - up-to-12-byte keys, 18616785 total keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected      40289.5, actual  40105 (1.00x) (-184)
Testing collisions (high 27-42 bits) - Worst is 40 bits: 183/157 (1.16x)
Testing collisions (low  32-bit) - Expected      40289.5, actual  39836 (0.99x) (-453)
Testing collisions (low  27-42 bits) - Worst is 42 bits: 45/39 (1.14x)
Testing distribution - Worst bias is the 20-bit window at bit  2 - 0.020%

Keyset 'TwoBytes' - up-to-16-byte keys, 44251425 total keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected     227182.3, actual 226809 (1.00x) (-373)
Testing collisions (high 29-45 bits) - Worst is 40 bits: 953/890 (1.07x)
Testing collisions (low  32-bit) - Expected     227182.3, actual 226542 (1.00x) (-640)
Testing collisions (low  29-45 bits) - Worst is 37 bits: 7306/7123 (1.03x)
Testing distribution - Worst bias is the 20-bit window at bit 47 - 0.010%

Keyset 'TwoBytes' - up-to-20-byte keys, 86536545 total keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected     865959.1, actual 864834 (1.00x) (-1125)
Testing collisions (high 30-47 bits) - Worst is 47 bits: 33/26 (1.24x)
Testing collisions (low  32-bit) - Expected     865959.1, actual 865700 (1.00x) (-259)
Testing collisions (low  30-47 bits) - Worst is 43 bits: 445/425 (1.05x)
Testing distribution - Worst bias is the 20-bit window at bit 54 - 0.005%


[[[ Keyset 'Text' Tests ]]]

Keyset 'Text' - keys of form "FooXXXXBar" - 14776336 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected      25389.0, actual  25332 (1.00x) (-57)
Testing collisions (high 27-42 bits) - Worst is 42 bits: 31/24 (1.25x)
Testing collisions (low  32-bit) - Expected      25389.0, actual  25213 (0.99x) (-176)
Testing collisions (low  27-42 bits) - Worst is 41 bits: 51/49 (1.03x)
Testing distribution - Worst bias is the 20-bit window at bit 18 - 0.020%

Keyset 'Text' - keys of form "FooBarXXXX" - 14776336 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected      25389.0, actual  25585 (1.01x) (196)
Testing collisions (high 27-42 bits) - Worst is 42 bits: 36/24 (1.45x)
Testing collisions (low  32-bit) - Expected      25389.0, actual  25096 (0.99x) (-293)
Testing collisions (low  27-42 bits) - Worst is 39 bits: 201/198 (1.01x)
Testing distribution - Worst bias is the 20-bit window at bit  5 - 0.019%

Keyset 'Text' - keys of form "XXXXFooBar" - 14776336 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected      25389.0, actual  25620 (1.01x) (231)
Testing collisions (high 27-42 bits) - Worst is 35 bits: 3327/3176 (1.05x)
Testing collisions (low  32-bit) - Expected      25389.0, actual  25392 (1.00x) (3)
Testing collisions (low  27-42 bits) - Worst is 42 bits: 28/24 (1.13x)
Testing distribution - Worst bias is the 20-bit window at bit 45 - 0.022%

Keyset 'Words' - 4000000 random keys of len 6-16 from alnum charset
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       1862.1, actual   1941 (1.04x) (79)
Testing collisions (high 25-38 bits) - Worst is 36 bits: 127/116 (1.09x)
Testing collisions (low  32-bit) - Expected       1862.1, actual   1889 (1.01x) (27)
Testing collisions (low  25-38 bits) - Worst is 36 bits: 142/116 (1.22x)
Testing distribution - Worst bias is the 19-bit window at bit 13 - 0.088%

Keyset 'Words' - 4000000 random keys of len 6-16 from password charset
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       1862.1, actual   1856 (1.00x) (-6)
Testing collisions (high 25-38 bits) - Worst is 37 bits: 67/58 (1.15x)
Testing collisions (low  32-bit) - Expected       1862.1, actual   1872 (1.01x) (10)
Testing collisions (low  25-38 bits) - Worst is 38 bits: 32/29 (1.10x)
Testing distribution - Worst bias is the 19-bit window at bit 49 - 0.084%

Keyset 'Words' - 104334 dict words
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected          1.3, actual      0 (0.00x)
Testing collisions (high 20-28 bits) - Worst is 20 bits: 5060/5022 (1.01x)
Testing collisions (low  32-bit) - Expected          1.3, actual      0 (0.00x)
Testing collisions (low  20-28 bits) - Worst is 27 bits: 50/40 (1.23x)
Testing distribution - Worst bias is the 14-bit window at bit 28 - 0.649%


[[[ Keyset 'Zeroes' Tests ]]]

Keyset 'Zeroes' - 204800 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected          4.9, actual      4 (0.82x)
Testing collisions (high 21-29 bits) - Worst is 25 bits: 633/623 (1.01x)
Testing collisions (low  32-bit) - Expected          4.9, actual      6 (1.23x) (2)
Testing collisions (low  21-29 bits) - Worst is 27 bits: 177/156 (1.13x)
Testing distribution - Worst bias is the 15-bit window at bit 56 - 0.278%


[[[ Keyset 'Seed' Tests ]]]

Keyset 'Seed' - 5000000 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       2909.3, actual   2908 (1.00x) (-1)
Testing collisions (high 26-39 bits) - Worst is 36 bits: 187/181 (1.03x)
Testing collisions (low  32-bit) - Expected       2909.3, actual   2827 (0.97x)
Testing collisions (low  26-39 bits) - Worst is 28 bits: 46371/46278 (1.00x)
Testing distribution - Worst bias is the 19-bit window at bit 63 - 0.029%


[[[ Keyset 'PerlinNoise' Tests ]]]

Testing 16777216 coordinates (L2) : 
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected      32725.4, actual  32820 (1.00x) (95)
Testing collisions (high 27-42 bits) - Worst is 32 bits: 32820/32725 (1.00x)
Testing collisions (low  32-bit) - Expected      32725.4, actual  32581 (1.00x) (-144)
Testing collisions (low  27-42 bits) - Worst is 38 bits: 543/511 (1.06x)

Testing AV variant, 128 count with 4 spacing, 4-12:
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       1116.2, actual   1160 (1.04x) (44)
Testing collisions (high 25-37 bits) - Worst is 37 bits: 51/34 (1.46x)
Testing collisions (low  32-bit) - Expected       1116.2, actual   1124 (1.01x) (8)
Testing collisions (low  25-37 bits) - Worst is 29 bits: 8984/8914 (1.01x)


[[[ Diff 'Differential' Tests ]]]

Testing 8303632 up-to-5-bit differentials in 64-bit keys -> 64 bit hashes.
1000 reps, 8303632000 total tests, expecting 0.00 random collisions..........
0 total collisions, of which 0 single collisions were ignored

Testing 11017632 up-to-4-bit differentials in 128-bit keys -> 64 bit hashes.
1000 reps, 11017632000 total tests, expecting 0.00 random collisions..........
0 total collisions, of which 0 single collisions were ignored

Testing 2796416 up-to-3-bit differentials in 256-bit keys -> 64 bit hashes.
1000 reps, 2796416000 total tests, expecting 0.00 random collisions..........
0 total collisions, of which 0 single collisions were ignored


[[[ DiffDist 'Differential Distribution' Tests ]]]

Testing bit 0
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    535 (1.05x) (24)
Testing collisions (high 24-36 bits) - Worst is 33 bits: 272/255 (1.06x)
Testing collisions (low  32-bit) - Expected        511.9, actual    473 (0.92x)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 36/31 (1.13x)
Testing distribution - Worst bias is the 18-bit window at bit  9 - 0.057%

Testing bit 1
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    489 (0.96x)
Testing collisions (high 24-36 bits) - Worst is 24 bits: 126239/125777 (1.00x)
Testing collisions (low  32-bit) - Expected        511.9, actual    533 (1.04x) (22)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 38/31 (1.19x)
Testing distribution - Worst bias is the 18-bit window at bit 30 - 0.068%

Testing bit 2
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    542 (1.06x) (31)
Testing collisions (high 24-36 bits) - Worst is 32 bits: 542/511 (1.06x)
Testing collisions (low  32-bit) - Expected        511.9, actual    492 (0.96x)
Testing collisions (low  24-36 bits) - Worst is 26 bits: 32696/32429 (1.01x)
Testing distribution - Worst bias is the 18-bit window at bit 61 - 0.074%

Testing bit 3
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    504 (0.98x) (-7)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 42/31 (1.31x)
Testing collisions (low  32-bit) - Expected        511.9, actual    503 (0.98x) (-8)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 33/31 (1.03x)
Testing distribution - Worst bias is the 18-bit window at bit 17 - 0.095%

Testing bit 4
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    485 (0.95x)
Testing collisions (high 24-36 bits) - Worst is 34 bits: 134/127 (1.05x)
Testing collisions (low  32-bit) - Expected        511.9, actual    521 (1.02x) (10)
Testing collisions (low  24-36 bits) - Worst is 33 bits: 282/255 (1.10x)
Testing distribution - Worst bias is the 18-bit window at bit 57 - 0.078%

Testing bit 5
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    499 (0.97x)
Testing collisions (high 24-36 bits) - Worst is 25 bits: 64437/64191 (1.00x)
Testing collisions (low  32-bit) - Expected        511.9, actual    493 (0.96x)
Testing collisions (low  24-36 bits) - Worst is 30 bits: 2105/2046 (1.03x)
Testing distribution - Worst bias is the 18-bit window at bit 57 - 0.088%

Testing bit 6
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    500 (0.98x)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 70/63 (1.09x)
Testing collisions (low  32-bit) - Expected        511.9, actual    507 (0.99x) (-4)
Testing collisions (low  24-36 bits) - Worst is 31 bits: 1050/1023 (1.03x)
Testing distribution - Worst bias is the 18-bit window at bit 57 - 0.071%

Testing bit 7
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    548 (1.07x) (37)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 42/31 (1.31x)
Testing collisions (low  32-bit) - Expected        511.9, actual    515 (1.01x) (4)
Testing collisions (low  24-36 bits) - Worst is 30 bits: 2077/2046 (1.01x)
Testing distribution - Worst bias is the 18-bit window at bit  8 - 0.092%

Testing bit 8
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    533 (1.04x) (22)
Testing collisions (high 24-36 bits) - Worst is 32 bits: 533/511 (1.04x)
Testing collisions (low  32-bit) - Expected        511.9, actual    485 (0.95x)
Testing collisions (low  24-36 bits) - Worst is 34 bits: 140/127 (1.09x)
Testing distribution - Worst bias is the 18-bit window at bit  7 - 0.086%

Testing bit 9
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    498 (0.97x)
Testing collisions (high 24-36 bits) - Worst is 30 bits: 2137/2046 (1.04x)
Testing collisions (low  32-bit) - Expected        511.9, actual    483 (0.94x)
Testing collisions (low  24-36 bits) - Worst is 28 bits: 8166/8170 (1.00x)
Testing distribution - Worst bias is the 18-bit window at bit 41 - 0.063%

Testing bit 10
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    509 (0.99x) (-2)
Testing collisions (high 24-36 bits) - Worst is 30 bits: 2067/2046 (1.01x)
Testing collisions (low  32-bit) - Expected        511.9, actual    486 (0.95x)
Testing collisions (low  24-36 bits) - Worst is 24 bits: 126242/125777 (1.00x)
Testing distribution - Worst bias is the 18-bit window at bit  8 - 0.132%

Testing bit 11
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    537 (1.05x) (26)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 34/31 (1.06x)
Testing collisions (low  32-bit) - Expected        511.9, actual    479 (0.94x)
Testing collisions (low  24-36 bits) - Worst is 34 bits: 141/127 (1.10x)
Testing distribution - Worst bias is the 18-bit window at bit 31 - 0.065%

Testing bit 12
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    499 (0.97x)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 74/63 (1.16x)
Testing collisions (low  32-bit) - Expected        511.9, actual    504 (0.98x) (-7)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 39/31 (1.22x)
Testing distribution - Worst bias is the 18-bit window at bit 36 - 0.090%

Testing bit 13
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    510 (1.00x) (-1)
Testing collisions (high 24-36 bits) - Worst is 30 bits: 2064/2046 (1.01x)
Testing collisions (low  32-bit) - Expected        511.9, actual    450 (0.88x)
Testing collisions (low  24-36 bits) - Worst is 26 bits: 32280/32429 (1.00x)
Testing distribution - Worst bias is the 18-bit window at bit  3 - 0.089%

Testing bit 14
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    471 (0.92x)
Testing collisions (high 24-36 bits) - Worst is 24 bits: 125825/125777 (1.00x)
Testing collisions (low  32-bit) - Expected        511.9, actual    544 (1.06x) (33)
Testing collisions (low  24-36 bits) - Worst is 32 bits: 544/511 (1.06x)
Testing distribution - Worst bias is the 18-bit window at bit 11 - 0.068%

Testing bit 15
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    512 (1.00x) (1)
Testing collisions (high 24-36 bits) - Worst is 34 bits: 130/127 (1.02x)
Testing collisions (low  32-bit) - Expected        511.9, actual    514 (1.00x) (3)
Testing collisions (low  24-36 bits) - Worst is 30 bits: 2105/2046 (1.03x)
Testing distribution - Worst bias is the 18-bit window at bit 48 - 0.059%

Testing bit 16
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    543 (1.06x) (32)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 45/31 (1.41x)
Testing collisions (low  32-bit) - Expected        511.9, actual    504 (0.98x) (-7)
Testing collisions (low  24-36 bits) - Worst is 35 bits: 67/63 (1.05x)
Testing distribution - Worst bias is the 18-bit window at bit 22 - 0.099%

Testing bit 17
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    547 (1.07x) (36)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 73/63 (1.14x)
Testing collisions (low  32-bit) - Expected        511.9, actual    541 (1.06x) (30)
Testing collisions (low  24-36 bits) - Worst is 33 bits: 275/255 (1.07x)
Testing distribution - Worst bias is the 18-bit window at bit 62 - 0.076%

Testing bit 18
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    531 (1.04x) (20)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 74/63 (1.16x)
Testing collisions (low  32-bit) - Expected        511.9, actual    519 (1.01x) (8)
Testing collisions (low  24-36 bits) - Worst is 33 bits: 260/255 (1.02x)
Testing distribution - Worst bias is the 18-bit window at bit  6 - 0.096%

Testing bit 19
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    492 (0.96x)
Testing collisions (high 24-36 bits) - Worst is 25 bits: 64723/64191 (1.01x)
Testing collisions (low  32-bit) - Expected        511.9, actual    554 (1.08x) (43)
Testing collisions (low  24-36 bits) - Worst is 32 bits: 554/511 (1.08x)
Testing distribution - Worst bias is the 18-bit window at bit 42 - 0.085%

Testing bit 20
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    514 (1.00x) (3)
Testing collisions (high 24-36 bits) - Worst is 32 bits: 514/511 (1.00x)
Testing collisions (low  32-bit) - Expected        511.9, actual    512 (1.00x) (1)
Testing collisions (low  24-36 bits) - Worst is 33 bits: 266/255 (1.04x)
Testing distribution - Worst bias is the 18-bit window at bit 40 - 0.104%

Testing bit 21
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    508 (0.99x) (-3)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 71/63 (1.11x)
Testing collisions (low  32-bit) - Expected        511.9, actual    506 (0.99x) (-5)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 33/31 (1.03x)
Testing distribution - Worst bias is the 18-bit window at bit 54 - 0.070%

Testing bit 22
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    492 (0.96x)
Testing collisions (high 24-36 bits) - Worst is 34 bits: 132/127 (1.03x)
Testing collisions (low  32-bit) - Expected        511.9, actual    505 (0.99x) (-6)
Testing collisions (low  24-36 bits) - Worst is 34 bits: 131/127 (1.02x)
Testing distribution - Worst bias is the 18-bit window at bit 50 - 0.065%

Testing bit 23
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    509 (0.99x) (-2)
Testing collisions (high 24-36 bits) - Worst is 30 bits: 2094/2046 (1.02x)
Testing collisions (low  32-bit) - Expected        511.9, actual    486 (0.95x)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 35/31 (1.09x)
Testing distribution - Worst bias is the 18-bit window at bit 39 - 0.094%

Testing bit 24
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    536 (1.05x) (25)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 73/63 (1.14x)
Testing collisions (low  32-bit) - Expected        511.9, actual    476 (0.93x)
Testing collisions (low  24-36 bits) - Worst is 28 bits: 8309/8170 (1.02x)
Testing distribution - Worst bias is the 18-bit window at bit 34 - 0.096%

Testing bit 25
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    531 (1.04x) (20)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 41/31 (1.28x)
Testing collisions (low  32-bit) - Expected        511.9, actual    484 (0.95x)
Testing collisions (low  24-36 bits) - Worst is 27 bits: 16233/16298 (1.00x)
Testing distribution - Worst bias is the 18-bit window at bit 28 - 0.074%

Testing bit 26
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    545 (1.06x) (34)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 39/31 (1.22x)
Testing collisions (low  32-bit) - Expected        511.9, actual    487 (0.95x)
Testing collisions (low  24-36 bits) - Worst is 27 bits: 16437/16298 (1.01x)
Testing distribution - Worst bias is the 18-bit window at bit 19 - 0.084%

Testing bit 27
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    518 (1.01x) (7)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 69/63 (1.08x)
Testing collisions (low  32-bit) - Expected        511.9, actual    506 (0.99x) (-5)
Testing collisions (low  24-36 bits) - Worst is 35 bits: 75/63 (1.17x)
Testing distribution - Worst bias is the 18-bit window at bit 35 - 0.074%

Testing bit 28
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    477 (0.93x)
Testing collisions (high 24-36 bits) - Worst is 26 bits: 32446/32429 (1.00x)
Testing collisions (low  32-bit) - Expected        511.9, actual    510 (1.00x) (-1)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 43/31 (1.34x)
Testing distribution - Worst bias is the 18-bit window at bit 19 - 0.083%

Testing bit 29
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    531 (1.04x) (20)
Testing collisions (high 24-36 bits) - Worst is 32 bits: 531/511 (1.04x)
Testing collisions (low  32-bit) - Expected        511.9, actual    554 (1.08x) (43)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 36/31 (1.13x)
Testing distribution - Worst bias is the 18-bit window at bit 36 - 0.080%

Testing bit 30
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    476 (0.93x)
Testing collisions (high 24-36 bits) - Worst is 24 bits: 125431/125777 (1.00x)
Testing collisions (low  32-bit) - Expected        511.9, actual    514 (1.00x) (3)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 34/31 (1.06x)
Testing distribution - Worst bias is the 18-bit window at bit 26 - 0.084%

Testing bit 31
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    520 (1.02x) (9)
Testing collisions (high 24-36 bits) - Worst is 33 bits: 271/255 (1.06x)
Testing collisions (low  32-bit) - Expected        511.9, actual    469 (0.92x)
Testing collisions (low  24-36 bits) - Worst is 35 bits: 65/63 (1.02x)
Testing distribution - Worst bias is the 18-bit window at bit 49 - 0.076%

Testing bit 32
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    519 (1.01x) (8)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 45/31 (1.41x)
Testing collisions (low  32-bit) - Expected        511.9, actual    514 (1.00x) (3)
Testing collisions (low  24-36 bits) - Worst is 35 bits: 67/63 (1.05x)
Testing distribution - Worst bias is the 18-bit window at bit 16 - 0.056%

Testing bit 33
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    529 (1.03x) (18)
Testing collisions (high 24-36 bits) - Worst is 32 bits: 529/511 (1.03x)
Testing collisions (low  32-bit) - Expected        511.9, actual    513 (1.00x) (2)
Testing collisions (low  24-36 bits) - Worst is 35 bits: 66/63 (1.03x)
Testing distribution - Worst bias is the 18-bit window at bit  5 - 0.083%

Testing bit 34
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    493 (0.96x)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 36/31 (1.13x)
Testing collisions (low  32-bit) - Expected        511.9, actual    499 (0.97x)
Testing collisions (low  24-36 bits) - Worst is 35 bits: 72/63 (1.13x)
Testing distribution - Worst bias is the 18-bit window at bit 50 - 0.074%

Testing bit 35
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    493 (0.96x)
Testing collisions (high 24-36 bits) - Worst is 25 bits: 64272/64191 (1.00x)
Testing collisions (low  32-bit) - Expected        511.9, actual    454 (0.89x)
Testing collisions (low  24-36 bits) - Worst is 25 bits: 64036/64191 (1.00x)
Testing distribution - Worst bias is the 18-bit window at bit 53 - 0.069%

Testing bit 36
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    515 (1.01x) (4)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 74/63 (1.16x)
Testing collisions (low  32-bit) - Expected        511.9, actual    484 (0.95x)
Testing collisions (low  24-36 bits) - Worst is 34 bits: 130/127 (1.02x)
Testing distribution - Worst bias is the 18-bit window at bit  7 - 0.075%

Testing bit 37
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    497 (0.97x)
Testing collisions (high 24-36 bits) - Worst is 33 bits: 269/255 (1.05x)
Testing collisions (low  32-bit) - Expected        511.9, actual    516 (1.01x) (5)
Testing collisions (low  24-36 bits) - Worst is 33 bits: 264/255 (1.03x)
Testing distribution - Worst bias is the 18-bit window at bit 58 - 0.060%

Testing bit 38
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    539 (1.05x) (28)
Testing collisions (high 24-36 bits) - Worst is 32 bits: 539/511 (1.05x)
Testing collisions (low  32-bit) - Expected        511.9, actual    506 (0.99x) (-5)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 33/31 (1.03x)
Testing distribution - Worst bias is the 18-bit window at bit 15 - 0.068%

Testing bit 39
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    522 (1.02x) (11)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 35/31 (1.09x)
Testing collisions (low  32-bit) - Expected        511.9, actual    499 (0.97x)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 35/31 (1.09x)
Testing distribution - Worst bias is the 18-bit window at bit 33 - 0.074%

Testing bit 40
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    545 (1.06x) (34)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 78/63 (1.22x)
Testing collisions (low  32-bit) - Expected        511.9, actual    507 (0.99x) (-4)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 37/31 (1.16x)
Testing distribution - Worst bias is the 18-bit window at bit 39 - 0.087%

Testing bit 41
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    549 (1.07x) (38)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 43/31 (1.34x)
Testing collisions (low  32-bit) - Expected        511.9, actual    502 (0.98x) (-9)
Testing collisions (low  24-36 bits) - Worst is 29 bits: 4202/4090 (1.03x)
Testing distribution - Worst bias is the 18-bit window at bit 27 - 0.073%

Testing bit 42
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    512 (1.00x) (1)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 77/63 (1.20x)
Testing collisions (low  32-bit) - Expected        511.9, actual    497 (0.97x)
Testing collisions (low  24-36 bits) - Worst is 30 bits: 2087/2046 (1.02x)
Testing distribution - Worst bias is the 18-bit window at bit 44 - 0.099%

Testing bit 43
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    544 (1.06x) (33)
Testing collisions (high 24-36 bits) - Worst is 32 bits: 544/511 (1.06x)
Testing collisions (low  32-bit) - Expected        511.9, actual    563 (1.10x) (52)
Testing collisions (low  24-36 bits) - Worst is 35 bits: 81/63 (1.27x)
Testing distribution - Worst bias is the 18-bit window at bit 29 - 0.070%

Testing bit 44
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    525 (1.03x) (14)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 66/63 (1.03x)
Testing collisions (low  32-bit) - Expected        511.9, actual    514 (1.00x) (3)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 38/31 (1.19x)
Testing distribution - Worst bias is the 18-bit window at bit 34 - 0.084%

Testing bit 45
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    558 (1.09x) (47)
Testing collisions (high 24-36 bits) - Worst is 32 bits: 558/511 (1.09x)
Testing collisions (low  32-bit) - Expected        511.9, actual    492 (0.96x)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 33/31 (1.03x)
Testing distribution - Worst bias is the 18-bit window at bit  5 - 0.078%

Testing bit 46
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    504 (0.98x) (-7)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 33/31 (1.03x)
Testing collisions (low  32-bit) - Expected        511.9, actual    482 (0.94x)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 35/31 (1.09x)
Testing distribution - Worst bias is the 18-bit window at bit 23 - 0.115%

Testing bit 47
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    544 (1.06x) (33)
Testing collisions (high 24-36 bits) - Worst is 32 bits: 544/511 (1.06x)
Testing collisions (low  32-bit) - Expected        511.9, actual    524 (1.02x) (13)
Testing collisions (low  24-36 bits) - Worst is 30 bits: 2106/2046 (1.03x)
Testing distribution - Worst bias is the 18-bit window at bit 11 - 0.069%

Testing bit 48
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    510 (1.00x) (-1)
Testing collisions (high 24-36 bits) - Worst is 31 bits: 1040/1023 (1.02x)
Testing collisions (low  32-bit) - Expected        511.9, actual    517 (1.01x) (6)
Testing collisions (low  24-36 bits) - Worst is 34 bits: 136/127 (1.06x)
Testing distribution - Worst bias is the 18-bit window at bit 22 - 0.079%

Testing bit 49
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    519 (1.01x) (8)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 44/31 (1.38x)
Testing collisions (low  32-bit) - Expected        511.9, actual    513 (1.00x) (2)
Testing collisions (low  24-36 bits) - Worst is 31 bits: 1041/1023 (1.02x)
Testing distribution - Worst bias is the 18-bit window at bit 57 - 0.087%

Testing bit 50
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    518 (1.01x) (7)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 74/63 (1.16x)
Testing collisions (low  32-bit) - Expected        511.9, actual    496 (0.97x)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 33/31 (1.03x)
Testing distribution - Worst bias is the 18-bit window at bit  9 - 0.057%

Testing bit 51
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    519 (1.01x) (8)
Testing collisions (high 24-36 bits) - Worst is 33 bits: 262/255 (1.02x)
Testing collisions (low  32-bit) - Expected        511.9, actual    465 (0.91x)
Testing collisions (low  24-36 bits) - Worst is 29 bits: 4102/4090 (1.00x)
Testing distribution - Worst bias is the 18-bit window at bit 61 - 0.079%

Testing bit 52
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    505 (0.99x) (-6)
Testing collisions (high 24-36 bits) - Worst is 30 bits: 2083/2046 (1.02x)
Testing collisions (low  32-bit) - Expected        511.9, actual    512 (1.00x) (1)
Testing collisions (low  24-36 bits) - Worst is 28 bits: 8266/8170 (1.01x)
Testing distribution - Worst bias is the 18-bit window at bit 26 - 0.077%

Testing bit 53
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    502 (0.98x) (-9)
Testing collisions (high 24-36 bits) - Worst is 30 bits: 2072/2046 (1.01x)
Testing collisions (low  32-bit) - Expected        511.9, actual    502 (0.98x) (-9)
Testing collisions (low  24-36 bits) - Worst is 35 bits: 67/63 (1.05x)
Testing distribution - Worst bias is the 18-bit window at bit 55 - 0.079%

Testing bit 54
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    500 (0.98x)
Testing collisions (high 24-36 bits) - Worst is 34 bits: 139/127 (1.09x)
Testing collisions (low  32-bit) - Expected        511.9, actual    526 (1.03x) (15)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 40/31 (1.25x)
Testing distribution - Worst bias is the 18-bit window at bit  4 - 0.097%

Testing bit 55
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    495 (0.97x)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 37/31 (1.16x)
Testing collisions (low  32-bit) - Expected        511.9, actual    563 (1.10x) (52)
Testing collisions (low  24-36 bits) - Worst is 32 bits: 563/511 (1.10x)
Testing distribution - Worst bias is the 18-bit window at bit 18 - 0.071%

Testing bit 56
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    526 (1.03x) (15)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 72/63 (1.13x)
Testing collisions (low  32-bit) - Expected        511.9, actual    516 (1.01x) (5)
Testing collisions (low  24-36 bits) - Worst is 34 bits: 144/127 (1.13x)
Testing distribution - Worst bias is the 18-bit window at bit 40 - 0.070%

Testing bit 57
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    492 (0.96x)
Testing collisions (high 24-36 bits) - Worst is 34 bits: 134/127 (1.05x)
Testing collisions (low  32-bit) - Expected        511.9, actual    540 (1.05x) (29)
Testing collisions (low  24-36 bits) - Worst is 35 bits: 68/63 (1.06x)
Testing distribution - Worst bias is the 18-bit window at bit 50 - 0.076%

Testing bit 58
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    532 (1.04x) (21)
Testing collisions (high 24-36 bits) - Worst is 32 bits: 532/511 (1.04x)
Testing collisions (low  32-bit) - Expected        511.9, actual    528 (1.03x) (17)
Testing collisions (low  24-36 bits) - Worst is 33 bits: 275/255 (1.07x)
Testing distribution - Worst bias is the 18-bit window at bit 42 - 0.070%

Testing bit 59
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    499 (0.97x)
Testing collisions (high 24-36 bits) - Worst is 34 bits: 142/127 (1.11x)
Testing collisions (low  32-bit) - Expected        511.9, actual    487 (0.95x)
Testing collisions (low  24-36 bits) - Worst is 34 bits: 140/127 (1.09x)
Testing distribution - Worst bias is the 18-bit window at bit 62 - 0.072%

Testing bit 60
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    526 (1.03x) (15)
Testing collisions (high 24-36 bits) - Worst is 32 bits: 526/511 (1.03x)
Testing collisions (low  32-bit) - Expected        511.9, actual    508 (0.99x) (-3)
Testing collisions (low  24-36 bits) - Worst is 35 bits: 76/63 (1.19x)
Testing distribution - Worst bias is the 18-bit window at bit  4 - 0.088%

Testing bit 61
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    506 (0.99x) (-5)
Testing collisions (high 24-36 bits) - Worst is 25 bits: 64645/64191 (1.01x)
Testing collisions (low  32-bit) - Expected        511.9, actual    507 (0.99x) (-4)
Testing collisions (low  24-36 bits) - Worst is 33 bits: 267/255 (1.04x)
Testing distribution - Worst bias is the 18-bit window at bit 25 - 0.065%

Testing bit 62
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    543 (1.06x) (32)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 36/31 (1.13x)
Testing collisions (low  32-bit) - Expected        511.9, actual    533 (1.04x) (22)
Testing collisions (low  24-36 bits) - Worst is 33 bits: 288/255 (1.13x)
Testing distribution - Worst bias is the 18-bit window at bit 11 - 0.075%

Testing bit 63
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    500 (0.98x)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 73/63 (1.14x)
Testing collisions (low  32-bit) - Expected        511.9, actual    502 (0.98x) (-9)
Testing collisions (low  24-36 bits) - Worst is 34 bits: 136/127 (1.06x)
Testing distribution - Worst bias is the 17-bit window at bit 27 - 0.066%


[[[ MomentChi2 Tests ]]]

Analyze hashes produced from a serie of linearly increasing numbers of 32-bit, using a step of 2 ... 
Target values to approximate : 38918200.000000 - 273633.333333 
4 threads starting...  done
Popcount 1 stats : 38919573.108330 - 273650.853911
Popcount 0 stats : 38918094.679852 - 273619.980842
MomentChi2 for bits 1 :   3.44506 
MomentChi2 for bits 0 :  0.0202691 

Derivative stats (transition from 2 consecutive values) : 
Popcount 1 stats : 38917972.749324 - 273611.508895
Popcount 0 stats : 38919394.465057 - 273638.154114
MomentChi2 for deriv b1 :  0.0943689 
MomentChi2 for deriv b0 :   2.60702 

  Great 


[[[ Prng Tests ]]]

Generating 33554432 random numbers : 
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected     130731.3, actual 130319 (1.00x) (-412)
Testing collisions (high 28-44 bits) - Worst is 39 bits: 1063/1023 (1.04x)
Testing collisions (low  32-bit) - Expected     130731.3, actual 130697 (1.00x) (-34)
Testing collisions (low  28-44 bits) - Worst is 44 bits: 39/31 (1.22x)

[[[ BadSeeds Tests ]]]

Testing 0 internal secrets:
0x0 PASS


Input vcode 0x00000001, Output vcode 0x00000001, Result vcode 0x00000001
Verification value is 0x00000001 - Testing took 907.489687 seconds
-------------------------------------------------------------------------------
[[[ BadSeeds Tests ]]]

Testing 0 internal secrets:
0x0 PASS
Testing the first 0xffffffff seeds ...
4 threads starting...
at 0 at 40000000 at 80000000 at c0000000 81ffffff c1ffffff 1ffffff 41ffffff c3ffffff 83ffffff 43ffffff 3ffffff c5ffffff 85ffffff 5ffffff 45ffffff 87ffffff c7ffffff 7ffffff 47ffffff c9ffffff 89ffffff 9ffffff 49ffffff cbffffff 8bffffff bffffff 4bffffff cdffffff 8dffffff dffffff 4dffffff cfffffff 8fffffff fffffff 4fffffff d1ffffff 91ffffff 11ffffff 51ffffff d3ffffff 93ffffff 13ffffff 53ffffff d5ffffff 95ffffff 15ffffff 55ffffff d7ffffff 97ffffff 17ffffff 57ffffff d9ffffff 99ffffff 19ffffff 59ffffff dbffffff 9bffffff 1bffffff 5bffffff ddffffff 9dffffff 1dffffff 5dffffff dfffffff 9fffffff 1fffffff 5fffffff e1ffffff a1ffffff 21ffffff 61ffffff e3ffffff a3ffffff 23ffffff 63ffffff e5ffffff a5ffffff 25ffffff 65ffffff e7ffffff a7ffffff 27ffffff 67ffffff e9ffffff a9ffffff 29ffffff 69ffffff ebffffff abffffff 2bffffff 6bffffff edffffff adffffff 2dffffff 6dffffff efffffff afffffff 2fffffff 6fffffff f1ffffff b1ffffff 31ffffff 71ffffff f3ffffff b3ffffff 33ffffff 73ffffff f5ffffff b5ffffff 35ffffff 75ffffff f7ffffff b7ffffff 37ffffff 77ffffff f9ffffff b9ffffff 39ffffff 79ffffff fbffffff bbffffff 3bffffff 7bffffff fdffffff bdffffff 3dffffff 7dffffff ffffffff bfffffff 3fffffff 7fffffff All 4 threads ended
And the last 0xffffffff00000000 seeds ...
4 threads starting...
at ffffffff00000000 at ffffffff80000000 at ffffffffc0000000 at ffffffff40000000 ffffffffc1ffffff ffffffff01ffffff ffffffff41ffffff ffffffff81ffffff ffffffffc3ffffff ffffffff83ffffff ffffffff03ffffff ffffffff43ffffff ffffffffc5ffffff ffffffff05ffffff ffffffff85ffffff ffffffff45ffffff ffffffffc7ffffff ffffffff47ffffff ffffffff07ffffff ffffffff87ffffff ffffffffc9ffffff ffffffff49ffffff ffffffff89ffffff ffffffff09ffffff ffffffffcbffffff ffffffff4bffffff ffffffff8bffffff ffffffff0bffffff ffffffffcdffffff ffffffff4dffffff ffffffff8dffffff ffffffff0dffffff ffffffffcfffffff ffffffff4fffffff ffffffff0fffffff ffffffff8fffffff ffffffffd1ffffff ffffffff51ffffff ffffffff91ffffff ffffffff11ffffff ffffffffd3ffffff ffffffff53ffffff ffffffff93ffffff ffffffff13ffffff ffffffffd5ffffff ffffffff55ffffff ffffffff95ffffff ffffffff15ffffff ffffffffd7ffffff ffffffff57ffffff ffffffff97ffffff ffffffff17ffffff ffffffffd9ffffff ffffffff59ffffff ffffffff99ffffff ffffffff19ffffff ffffffffdbffffff ffffffff9bffffff ffffffff5bffffff ffffffff1bffffff ffffffffddffffff ffffffff5dffffff ffffffff9dffffff ffffffff1dffffff ffffffffdfffffff ffffffff9fffffff ffffffff5fffffff ffffffff1fffffff ffffffffe1ffffff ffffffffa1ffffff ffffffff61ffffff ffffffff21ffffff ffffffffe3ffffff ffffffffa3ffffff ffffffff63ffffff ffffffff23ffffff ffffffffe5ffffff ffffffffa5ffffff ffffffff65ffffff ffffffff25ffffff ffffffffe7ffffff ffffffffa7ffffff ffffffff67ffffff ffffffff27ffffff ffffffffe9ffffff ffffffffa9ffffff ffffffff69ffffff ffffffff29ffffff ffffffffebffffff ffffffffabffffff ffffffff6bffffff ffffffff2bffffff ffffffffedffffff ffffffffadffffff ffffffff6dffffff ffffffff2dffffff ffffffffefffffff ffffffffafffffff ffffffff6fffffff ffffffff2fffffff fffffffff1ffffff ffffffffb1ffffff ffffffff71ffffff ffffffff31ffffff fffffffff3ffffff ffffffffb3ffffff ffffffff73ffffff ffffffff33ffffff fffffffff5ffffff ffffffffb5ffffff ffffffff75ffffff ffffffff35ffffff fffffffff7ffffff ffffffffb7ffffff ffffffff77ffffff ffffffff37ffffff fffffffff9ffffff ffffffffb9ffffff ffffffff79ffffff ffffffff39ffffff