Murmur3A.txt

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--- Testing Murmur3A "MurmurHash3 for x86, 32-bit" POOR

[[[ Sanity Tests ]]]

Verification value 0xB0F57EE3 ....... PASS
Running sanity check 1     .......... PASS
Running AppendedZeroesTest .......... PASS

[[[ Speed Tests ]]]

Bulk speed test - 262144-byte keys
Alignment  7 -  0.842 bytes/cycle - 2407.78 MiB/sec @ 3 ghz
Alignment  6 -  0.842 bytes/cycle - 2407.79 MiB/sec @ 3 ghz
Alignment  5 -  0.842 bytes/cycle - 2407.80 MiB/sec @ 3 ghz
Alignment  4 -  0.850 bytes/cycle - 2432.15 MiB/sec @ 3 ghz
Alignment  3 -  0.842 bytes/cycle - 2407.82 MiB/sec @ 3 ghz
Alignment  2 -  0.842 bytes/cycle - 2407.83 MiB/sec @ 3 ghz
Alignment  1 -  0.842 bytes/cycle - 2407.76 MiB/sec @ 3 ghz
Alignment  0 -  0.850 bytes/cycle - 2432.13 MiB/sec @ 3 ghz
Average      -  0.844 bytes/cycle - 2413.88 MiB/sec @ 3 ghz

Small key speed test -    1-byte keys -    33.00 cycles/hash
Small key speed test -    2-byte keys -    35.00 cycles/hash
Small key speed test -    3-byte keys -    36.00 cycles/hash
Small key speed test -    4-byte keys -    37.00 cycles/hash
Small key speed test -    5-byte keys -    38.00 cycles/hash
Small key speed test -    6-byte keys -    38.00 cycles/hash
Small key speed test -    7-byte keys -    38.00 cycles/hash
Small key speed test -    8-byte keys -    42.00 cycles/hash
Small key speed test -    9-byte keys -    43.00 cycles/hash
Small key speed test -   10-byte keys -    43.00 cycles/hash
Small key speed test -   11-byte keys -    43.00 cycles/hash
Small key speed test -   12-byte keys -    46.97 cycles/hash
Small key speed test -   13-byte keys -    48.00 cycles/hash
Small key speed test -   14-byte keys -    48.00 cycles/hash
Small key speed test -   15-byte keys -    48.00 cycles/hash
Small key speed test -   16-byte keys -    51.00 cycles/hash
Small key speed test -   17-byte keys -    53.00 cycles/hash
Small key speed test -   18-byte keys -    53.00 cycles/hash
Small key speed test -   19-byte keys -    53.00 cycles/hash
Small key speed test -   20-byte keys -    56.00 cycles/hash
Small key speed test -   21-byte keys -    58.00 cycles/hash
Small key speed test -   22-byte keys -    58.00 cycles/hash
Small key speed test -   23-byte keys -    57.30 cycles/hash
Small key speed test -   24-byte keys -    61.00 cycles/hash
Small key speed test -   25-byte keys -    62.12 cycles/hash
Small key speed test -   26-byte keys -    62.00 cycles/hash
Small key speed test -   27-byte keys -    62.00 cycles/hash
Small key speed test -   28-byte keys -    66.00 cycles/hash
Small key speed test -   29-byte keys -    67.32 cycles/hash
Small key speed test -   30-byte keys -    67.00 cycles/hash
Small key speed test -   31-byte keys -    67.00 cycles/hash
Average                                    50.668 cycles/hash

[[[ 'Hashmap' Speed Tests (when inlined) ]]]

std::unordered_map
Init std HashMapTest:     479.594 cycles/op (102401 inserts, 1% deletions)
Running std HashMapTest:  304.099 cycles/op (1.7 stdv)

greg7mdp/parallel-hashmap
Init fast HashMapTest:    374.589 cycles/op (102401 inserts, 1% deletions)
Running fast HashMapTest: 203.397 cycles/op (6.2 stdv)  ....... PASS


[[[ Avalanche Tests ]]]

Testing   24-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.626667%
Testing   32-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.646000%
Testing   40-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.669333%
Testing   48-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.544667%
Testing   56-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.663333%
Testing   64-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.680000%
Testing   72-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.588000%
Testing   80-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.630667%
Testing   96-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.654667%
Testing  112-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.698667%
Testing  128-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.598000%
Testing  160-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.706000%
Testing  512-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.822000%
Testing 1024-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.706667%

[[[ Keyset 'Sparse' Tests ]]]

Keyset 'Sparse' - 16-bit keys with up to 9 bits set - 50643 keys
Testing collisions ( 32-bit) - Expected    0.3, actual      0 (0.00x)
Testing collisions (high 19-25 bits) - Worst is 25 bits: 39/38 (1.02x)
Testing collisions (high 12-bit) - Expected      46547.0, actual  46547 (1.00x)
Testing collisions (high  8-bit) - Expected      50387.0, actual  50387 (1.00x)
Testing collisions (low  19-25 bits) - Worst is 25 bits: 39/38 (1.02x)
Testing collisions (low  12-bit) - Expected      46547.0, actual  46547 (1.00x)
Testing collisions (low   8-bit) - Expected      50387.0, actual  50387 (1.00x)
Testing distribution - Worst bias is the 13-bit window at bit 31 - 0.548%

Keyset 'Sparse' - 24-bit keys with up to 8 bits set - 1271626 keys
Testing collisions ( 32-bit) - Expected  188.2, actual      0 (0.00x)
Testing collisions (high 12-bit) - Expected    1267530.0, actual 1267530 (1.00x)
Testing collisions (high  8-bit) - Expected    1271370.0, actual 1271370 (1.00x)
Testing collisions (low  12-bit) - Expected    1267530.0, actual 1267530 (1.00x)
Testing collisions (low   8-bit) - Expected    1271370.0, actual 1271370 (1.00x)
Testing distribution - Worst bias is the 17-bit window at bit  5 - 0.055%

Keyset 'Sparse' - 32-bit keys with up to 7 bits set - 4514873 keys
Testing collisions ( 32-bit) - Expected 2373.0, actual      0 (0.00x)
Testing collisions (high 12-bit) - Expected    4510777.0, actual 4510777 (1.00x)
Testing collisions (high  8-bit) - Expected    4514617.0, actual 4514617 (1.00x)
Testing collisions (low  12-bit) - Expected    4510777.0, actual 4510777 (1.00x)
Testing collisions (low   8-bit) - Expected    4514617.0, actual 4514617 (1.00x)
Testing distribution - Worst bias is the 19-bit window at bit 29 - 0.018%

Keyset 'Sparse' - 40-bit keys with up to 6 bits set - 4598479 keys
Testing collisions ( 32-bit) - Expected 2461.7, actual   2318 (0.94x)
Testing collisions (high 12-bit) - Expected    4594383.0, actual 4594383 (1.00x)
Testing collisions (high  8-bit) - Expected    4598223.0, actual 4598223 (1.00x)
Testing collisions (low  12-bit) - Expected    4594383.0, actual 4594383 (1.00x)
Testing collisions (low   8-bit) - Expected    4598223.0, actual 4598223 (1.00x)
Testing distribution - Worst bias is the 19-bit window at bit 14 - 0.060%

Keyset 'Sparse' - 48-bit keys with up to 6 bits set - 14196869 keys
Testing collisions ( 32-bit) - Expected 23463.6, actual  23172 (0.99x) (-291)
Testing collisions (high 12-bit) - Expected   14192773.0, actual 14192773 (1.00x)
Testing collisions (high  8-bit) - Expected   14196613.0, actual 14196613 (1.00x)
Testing collisions (low  12-bit) - Expected   14192773.0, actual 14192773 (1.00x)
Testing collisions (low   8-bit) - Expected   14196613.0, actual 14196613 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit 23 - 0.022%

Keyset 'Sparse' - 56-bit keys with up to 5 bits set - 4216423 keys
Testing collisions ( 32-bit) - Expected 2069.7, actual   2033 (0.98x) (-36)
Testing collisions (high 12-bit) - Expected    4212327.0, actual 4212327 (1.00x)
Testing collisions (high  8-bit) - Expected    4216167.0, actual 4216167 (1.00x)
Testing collisions (low  12-bit) - Expected    4212327.0, actual 4212327 (1.00x)
Testing collisions (low   8-bit) - Expected    4216167.0, actual 4216167 (1.00x)
Testing distribution - Worst bias is the 19-bit window at bit 20 - 0.032%

Keyset 'Sparse' - 64-bit keys with up to 5 bits set - 8303633 keys
Testing collisions ( 32-bit) - Expected 8026.9, actual   7964 (0.99x) (-62)
Testing collisions (high 12-bit) - Expected    8299537.0, actual 8299537 (1.00x)
Testing collisions (high  8-bit) - Expected    8303377.0, actual 8303377 (1.00x)
Testing collisions (low  12-bit) - Expected    8299537.0, actual 8299537 (1.00x)
Testing collisions (low   8-bit) - Expected    8303377.0, actual 8303377 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit  8 - 0.047%

Keyset 'Sparse' - 72-bit keys with up to 5 bits set - 15082603 keys
Testing collisions ( 32-bit) - Expected 26482.7, actual  26283 (0.99x) (-199)
Testing collisions (high 12-bit) - Expected   15078507.0, actual 15078507 (1.00x)
Testing collisions (high  8-bit) - Expected   15082347.0, actual 15082347 (1.00x)
Testing collisions (low  12-bit) - Expected   15078507.0, actual 15078507 (1.00x)
Testing collisions (low   8-bit) - Expected   15082347.0, actual 15082347 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit  6 - 0.020%

Keyset 'Sparse' - 96-bit keys with up to 4 bits set - 3469497 keys
Testing collisions ( 32-bit) - Expected 1401.3, actual   1454 (1.04x) (53)
Testing collisions (high 12-bit) - Expected    3465401.0, actual 3465401 (1.00x)
Testing collisions (high  8-bit) - Expected    3469241.0, actual 3469241 (1.00x)
Testing collisions (low  12-bit) - Expected    3465401.0, actual 3465401 (1.00x)
Testing collisions (low   8-bit) - Expected    3469241.0, actual 3469241 (1.00x)
Testing distribution - Worst bias is the 19-bit window at bit 26 - 0.062%

Keyset 'Sparse' - 160-bit keys with up to 4 bits set - 26977161 keys
Testing collisions ( 32-bit) - Expected 84723.3, actual  84063 (0.99x) (-660)
Testing collisions (high 12-bit) - Expected   26973065.0, actual 26973065 (1.00x)
Testing collisions (high  8-bit) - Expected   26976905.0, actual 26976905 (1.00x)
Testing collisions (low  12-bit) - Expected   26973065.0, actual 26973065 (1.00x)
Testing collisions (low   8-bit) - Expected   26976905.0, actual 26976905 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit 19 - 0.012%

Keyset 'Sparse' - 256-bit keys with up to 3 bits set - 2796417 keys
Testing collisions ( 32-bit) - Expected  910.4, actual    925 (1.02x) (15)
Testing collisions (high 12-bit) - Expected    2792321.0, actual 2792321 (1.00x)
Testing collisions (high  8-bit) - Expected    2796161.0, actual 2796161 (1.00x)
Testing collisions (low  12-bit) - Expected    2792321.0, actual 2792321 (1.00x)
Testing collisions (low   8-bit) - Expected    2796161.0, actual 2796161 (1.00x)
Testing distribution - Worst bias is the 19-bit window at bit 27 - 0.059%

Keyset 'Sparse' - 512-bit keys with up to 3 bits set - 22370049 keys
Testing collisions ( 32-bit) - Expected 58256.4, actual  58437 (1.00x) (181)
Testing collisions (high 12-bit) - Expected   22365953.0, actual 22365953 (1.00x)
Testing collisions (high  8-bit) - Expected   22369793.0, actual 22369793 (1.00x)
Testing collisions (low  12-bit) - Expected   22365953.0, actual 22365953 (1.00x)
Testing collisions (low   8-bit) - Expected   22369793.0, actual 22369793 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit  9 - 0.010%

Keyset 'Sparse' - 1024-bit keys with up to 2 bits set - 524801 keys
Testing collisions ( 32-bit) - Expected   32.1, actual     39 (1.22x) (7)
Testing collisions (high 12-bit) - Expected     520705.0, actual 520705 (1.00x)
Testing collisions (high  8-bit) - Expected     524545.0, actual 524545 (1.00x)
Testing collisions (low  12-bit) - Expected     520705.0, actual 520705 (1.00x)
Testing collisions (low   8-bit) - Expected     524545.0, actual 524545 (1.00x)
Testing distribution - Worst bias is the 16-bit window at bit 21 - 0.142%

Keyset 'Sparse' - 2048-bit keys with up to 2 bits set - 2098177 keys
Testing collisions ( 32-bit) - Expected  512.5, actual    505 (0.99x) (-7)
Testing collisions (high 12-bit) - Expected    2094081.0, actual 2094081 (1.00x)
Testing collisions (high  8-bit) - Expected    2097921.0, actual 2097921 (1.00x)
Testing collisions (low  12-bit) - Expected    2094081.0, actual 2094081 (1.00x)
Testing collisions (low   8-bit) - Expected    2097921.0, actual 2097921 (1.00x)
Testing distribution - Worst bias is the 18-bit window at bit 26 - 0.063%


[[[ Keyset 'Permutation' Tests ]]]

Combination Lowbits Tests:
Keyset 'Combination' - up to 7 blocks from a set of 8 - 2396744 keys
Testing collisions ( 32-bit) - Expected  668.7, actual    776 (1.16x) (108)
Testing collisions (high 12-bit) - Expected    2392648.0, actual 2392648 (1.00x)
Testing collisions (high  8-bit) - Expected    2396488.0, actual 2396488 (1.00x)
Testing collisions (low  12-bit) - Expected    2392648.0, actual 2392648 (1.00x)
Testing collisions (low   8-bit) - Expected    2396488.0, actual 2396488 (1.00x)
Testing distribution - Worst bias is the 18-bit window at bit 19 - 0.089%


Combination Highbits Tests
Keyset 'Combination' - up to 7 blocks from a set of 8 - 2396744 keys
Testing collisions ( 32-bit) - Expected  668.7, actual    674 (1.01x) (6)
Testing collisions (high 12-bit) - Expected    2392648.0, actual 2392648 (1.00x)
Testing collisions (high  8-bit) - Expected    2396488.0, actual 2396488 (1.00x)
Testing collisions (low  12-bit) - Expected    2392648.0, actual 2392648 (1.00x)
Testing collisions (low   8-bit) - Expected    2396488.0, actual 2396488 (1.00x)
Testing distribution - Worst bias is the 18-bit window at bit 21 - 0.069%


Combination Hi-Lo Tests:
Keyset 'Combination' - up to 6 blocks from a set of 15 - 12204240 keys
Testing collisions ( 32-bit) - Expected 17339.3, actual  17632 (1.02x) (293)
Testing collisions (high 12-bit) - Expected   12200144.0, actual 12200144 (1.00x)
Testing collisions (high  8-bit) - Expected   12203984.0, actual 12203984 (1.00x)
Testing collisions (low  12-bit) - Expected   12200144.0, actual 12200144 (1.00x)
Testing collisions (low   8-bit) - Expected   12203984.0, actual 12203984 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit 13 - 0.021%


Combination 0x8000000 Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 32-bit) - Expected 8192.0, actual   8013 (0.98x)
Testing collisions (high 12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (high  8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing collisions (low  12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (low   8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit  3 - 0.042%


Combination 0x0000001 Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 32-bit) - Expected 8192.0, actual   7906 (0.97x)
Testing collisions (high 12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (high  8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing collisions (low  12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (low   8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit 31 - 0.029%


Combination 0x800000000000000 Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 32-bit) - Expected 8192.0, actual   8332 (1.02x) (141)
Testing collisions (high 12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (high  8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing collisions (low  12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (low   8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit 22 - 0.043%


Combination 0x000000000000001 Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 32-bit) - Expected 8192.0, actual   8292 (1.01x) (101)
Testing collisions (high 12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (high  8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing collisions (low  12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (low   8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit 26 - 0.039%


Combination 16-bytes [0-1] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 32-bit) - Expected 8192.0, actual   7981 (0.97x)
Testing collisions (high 12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (high  8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing collisions (low  12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (low   8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit 21 - 0.031%


Combination 16-bytes [0-last] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 32-bit) - Expected 8192.0, actual   8113 (0.99x) (-78)
Testing collisions (high 12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (high  8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing collisions (low  12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (low   8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit  7 - 0.028%


Combination 32-bytes [0-1] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 32-bit) - Expected 8192.0, actual   8343 (1.02x) (152)
Testing collisions (high 12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (high  8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing collisions (low  12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (low   8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit 24 - 0.032%


Combination 32-bytes [0-last] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 32-bit) - Expected 8192.0, actual   8123 (0.99x) (-68)
Testing collisions (high 12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (high  8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing collisions (low  12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (low   8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit  7 - 0.039%


Combination 64-bytes [0-1] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 32-bit) - Expected 8192.0, actual   8290 (1.01x) (99)
Testing collisions (high 12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (high  8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing collisions (low  12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (low   8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit  5 - 0.034%


Combination 64-bytes [0-last] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 32-bit) - Expected 8192.0, actual   7873 (0.96x)
Testing collisions (high 12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (high  8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing collisions (low  12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (low   8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit 11 - 0.036%


Combination 128-bytes [0-1] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 32-bit) - Expected 8192.0, actual   8016 (0.98x)
Testing collisions (high 12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (high  8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing collisions (low  12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (low   8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit  4 - 0.040%


Combination 128-bytes [0-last] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 32-bit) - Expected 8192.0, actual   7841 (0.96x)
Testing collisions (high 12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (high  8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing collisions (low  12-bit) - Expected    8384510.0, actual 8384510 (1.00x)
Testing collisions (low   8-bit) - Expected    8388350.0, actual 8388350 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit 27 - 0.030%


[[[ Keyset 'Window' Tests ]]]

Keyset 'Window' -  72-bit key,  20-bit window - 72 tests, 1048576 keys per test
Window at   0 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at   1 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at   2 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at   3 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at   4 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at   5 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at   6 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at   7 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at   8 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at   9 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at  10 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at  11 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at  12 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at  13 - Testing collisions ( 32-bit)     - Expected        256.0, actual     60 (0.23x)
Window at  14 - Testing collisions ( 32-bit)     - Expected        256.0, actual    118 (0.46x)
Window at  15 - Testing collisions ( 32-bit)     - Expected        256.0, actual     70 (0.27x)
Window at  16 - Testing collisions ( 32-bit)     - Expected        256.0, actual     94 (0.37x)
Window at  17 - Testing collisions ( 32-bit)     - Expected        256.0, actual    170 (0.66x)
Window at  18 - Testing collisions ( 32-bit)     - Expected        256.0, actual    146 (0.57x)
Window at  19 - Testing collisions ( 32-bit)     - Expected        256.0, actual    142 (0.55x)
Window at  20 - Testing collisions ( 32-bit)     - Expected        256.0, actual    168 (0.66x)
Window at  21 - Testing collisions ( 32-bit)     - Expected        256.0, actual    128 (0.50x)
Window at  22 - Testing collisions ( 32-bit)     - Expected        256.0, actual    112 (0.44x)
Window at  23 - Testing collisions ( 32-bit)     - Expected        256.0, actual    132 (0.52x)
Window at  24 - Testing collisions ( 32-bit)     - Expected        256.0, actual    126 (0.49x)
Window at  25 - Testing collisions ( 32-bit)     - Expected        256.0, actual    108 (0.42x)
Window at  26 - Testing collisions ( 32-bit)     - Expected        256.0, actual    104 (0.41x)
Window at  27 - Testing collisions ( 32-bit)     - Expected        256.0, actual     92 (0.36x)
Window at  28 - Testing collisions ( 32-bit)     - Expected        256.0, actual     52 (0.20x)
Window at  29 - Testing collisions ( 32-bit)     - Expected        256.0, actual     48 (0.19x)
Window at  30 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at  31 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at  32 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at  33 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at  34 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at  35 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at  36 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at  37 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at  38 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at  39 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at  40 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at  41 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at  42 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at  43 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at  44 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)
Window at  45 - Testing collisions ( 32-bit)     - Expected        256.0, actual     46 (0.18x)
Window at  46 - Testing collisions ( 32-bit)     - Expected        256.0, actual     92 (0.36x)
Window at  47 - Testing collisions ( 32-bit)     - Expected        256.0, actual    116 (0.45x)
Window at  48 - Testing collisions ( 32-bit)     - Expected        256.0, actual    124 (0.48x)
Window at  49 - Testing collisions ( 32-bit)     - Expected        256.0, actual    128 (0.50x)
Window at  50 - Testing collisions ( 32-bit)     - Expected        256.0, actual    124 (0.48x)
Window at  51 - Testing collisions ( 32-bit)     - Expected        256.0, actual    152 (0.59x)
Window at  52 - Testing collisions ( 32-bit)     - Expected        256.0, actual    130 (0.51x)
Window at  53 - Testing collisions ( 32-bit)     - Expected        256.0, actual    124 (0.48x)
Window at  54 - Testing collisions ( 32-bit)     - Expected        256.0, actual    130 (0.51x)
Window at  55 - Testing collisions ( 32-bit)     - Expected        256.0, actual    128 (0.50x)
Window at  56 - Testing collisions ( 32-bit)     - Expected        256.0, actual    124 (0.48x)
Window at  57 - Testing collisions ( 32-bit)     - Expected        256.0, actual    134 (0.52x)
Window at  58 - Testing collisions ( 32-bit)     - Expected        256.0, actual    138 (0.54x)
Window at  59 - Testing collisions ( 32-bit)     - Expected        256.0, actual    138 (0.54x)
Window at  60 - Testing collisions ( 32-bit)     - Expected        256.0, actual    144 (0.56x)
Window at  61 - Testing collisions ( 32-bit)     - Expected        256.0, actual    118 (0.46x)
Window at  62 - Testing collisions ( 32-bit)     - Expected        256.0, actual    124 (0.48x)
Window at  63 - Testing collisions ( 32-bit)     - Expected        256.0, actual    100 (0.39x)
Window at  64 - Testing collisions ( 32-bit)     - Expected        256.0, actual    144 (0.56x)
Window at  65 - Testing collisions ( 32-bit)     - Expected        256.0, actual    134 (0.52x)
Window at  66 - Testing collisions ( 32-bit)     - Expected        256.0, actual    110 (0.43x)
Window at  67 - Testing collisions ( 32-bit)     - Expected        256.0, actual    102 (0.40x)
Window at  68 - Testing collisions ( 32-bit)     - Expected        256.0, actual    114 (0.45x)
Window at  69 - Testing collisions ( 32-bit)     - Expected        256.0, actual    106 (0.41x)
Window at  70 - Testing collisions ( 32-bit)     - Expected        256.0, actual     62 (0.24x)
Window at  71 - Testing collisions ( 32-bit)     - Expected        256.0, actual     42 (0.16x)
Window at  72 - Testing collisions ( 32-bit)     - Expected        256.0, actual      0 (0.00x)

[[[ Keyset 'Cyclic' Tests ]]]

Keyset 'Cyclic' - 8 cycles of 4 bytes - 1000000 keys
Testing collisions ( 32-bit) - Expected  116.4, actual    122 (1.05x) (6)
Testing collisions (high 12-bit) - Expected     995904.0, actual 995904 (1.00x)
Testing collisions (high  8-bit) - Expected     999744.0, actual 999744 (1.00x)
Testing collisions (low  12-bit) - Expected     995904.0, actual 995904 (1.00x)
Testing collisions (low   8-bit) - Expected     999744.0, actual 999744 (1.00x)
Testing distribution - Worst bias is the 17-bit window at bit 31 - 0.087%

Keyset 'Cyclic' - 8 cycles of 5 bytes - 1000000 keys
Testing collisions ( 32-bit) - Expected  116.4, actual    112 (0.96x)
Testing collisions (high 12-bit) - Expected     995904.0, actual 995904 (1.00x)
Testing collisions (high  8-bit) - Expected     999744.0, actual 999744 (1.00x)
Testing collisions (low  12-bit) - Expected     995904.0, actual 995904 (1.00x)
Testing collisions (low   8-bit) - Expected     999744.0, actual 999744 (1.00x)
Testing distribution - Worst bias is the 17-bit window at bit  1 - 0.098%

Keyset 'Cyclic' - 8 cycles of 6 bytes - 1000000 keys
Testing collisions ( 32-bit) - Expected  116.4, actual    119 (1.02x) (3)
Testing collisions (high 12-bit) - Expected     995904.0, actual 995904 (1.00x)
Testing collisions (high  8-bit) - Expected     999744.0, actual 999744 (1.00x)
Testing collisions (low  12-bit) - Expected     995904.0, actual 995904 (1.00x)
Testing collisions (low   8-bit) - Expected     999744.0, actual 999744 (1.00x)
Testing distribution - Worst bias is the 17-bit window at bit  5 - 0.092%

Keyset 'Cyclic' - 8 cycles of 7 bytes - 1000000 keys
Testing collisions ( 32-bit) - Expected  116.4, actual    116 (1.00x)
Testing collisions (high 12-bit) - Expected     995904.0, actual 995904 (1.00x)
Testing collisions (high  8-bit) - Expected     999744.0, actual 999744 (1.00x)
Testing collisions (low  12-bit) - Expected     995904.0, actual 995904 (1.00x)
Testing collisions (low   8-bit) - Expected     999744.0, actual 999744 (1.00x)
Testing distribution - Worst bias is the 16-bit window at bit 30 - 0.071%

Keyset 'Cyclic' - 8 cycles of 8 bytes - 1000000 keys
Testing collisions ( 32-bit) - Expected  116.4, actual    102 (0.88x)
Testing collisions (high 12-bit) - Expected     995904.0, actual 995904 (1.00x)
Testing collisions (high  8-bit) - Expected     999744.0, actual 999744 (1.00x)
Testing collisions (low  12-bit) - Expected     995904.0, actual 995904 (1.00x)
Testing collisions (low   8-bit) - Expected     999744.0, actual 999744 (1.00x)
Testing distribution - Worst bias is the 17-bit window at bit 14 - 0.101%

Keyset 'Cyclic' - 8 cycles of 12 bytes - 1000000 keys
Testing collisions ( 32-bit) - Expected  116.4, actual    133 (1.14x) (17)
Testing collisions (high 12-bit) - Expected     995904.0, actual 995904 (1.00x)
Testing collisions (high  8-bit) - Expected     999744.0, actual 999744 (1.00x)
Testing collisions (low  12-bit) - Expected     995904.0, actual 995904 (1.00x)
Testing collisions (low   8-bit) - Expected     999744.0, actual 999744 (1.00x)
Testing distribution - Worst bias is the 17-bit window at bit  4 - 0.106%


[[[ Keyset 'TwoBytes' Tests ]]]

Keyset 'TwoBytes' - up-to-4-byte keys, 652545 total keys
Testing collisions ( 32-bit) - Expected   49.6, actual     20 (0.40x)
Testing collisions (high 12-bit) - Expected     648449.0, actual 648449 (1.00x)
Testing collisions (high  8-bit) - Expected     652289.0, actual 652289 (1.00x)
Testing collisions (low  12-bit) - Expected     648449.0, actual 648449 (1.00x)
Testing collisions (low   8-bit) - Expected     652289.0, actual 652289 (1.00x)
Testing distribution - Worst bias is the 16-bit window at bit 23 - 0.201%

Keyset 'TwoBytes' - up-to-8-byte keys, 5471025 total keys
Testing collisions ( 32-bit) - Expected 3484.6, actual   3089 (0.89x)
Testing collisions (high 12-bit) - Expected    5466929.0, actual 5466929 (1.00x)
Testing collisions (high  8-bit) - Expected    5470769.0, actual 5470769 (1.00x)
Testing collisions (low  12-bit) - Expected    5466929.0, actual 5466929 (1.00x)
Testing collisions (low   8-bit) - Expected    5470769.0, actual 5470769 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit 16 - 0.061%

Keyset 'TwoBytes' - up-to-12-byte keys, 18616785 total keys
Testing collisions ( 32-bit) - Expected 40347.8, actual  39454 (0.98x)
Testing collisions (high 12-bit) - Expected   18612689.0, actual 18612689 (1.00x)
Testing collisions (high  8-bit) - Expected   18616529.0, actual 18616529 (1.00x)
Testing collisions (low  12-bit) - Expected   18612689.0, actual 18612689 (1.00x)
Testing collisions (low   8-bit) - Expected   18616529.0, actual 18616529 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit  1 - 0.015%

Keyset 'TwoBytes' - up-to-16-byte keys, 44251425 total keys
Testing collisions ( 32-bit) - Expected 227963.2, actual 225188 (0.99x) (-2775)
Testing collisions (high 12-bit) - Expected   44247329.0, actual 44247329 (1.00x)
Testing collisions (high  8-bit) - Expected   44251169.0, actual 44251169 (1.00x)
Testing collisions (low  12-bit) - Expected   44247329.0, actual 44247329 (1.00x)
Testing collisions (low   8-bit) - Expected   44251169.0, actual 44251169 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit 23 - 0.005%

Keyset 'TwoBytes' - up-to-20-byte keys, 86536545 total keys
Testing collisions ( 32-bit) - Expected 871784.7, actual 864247 (0.99x) (-7537)
Testing collisions (high 12-bit) - Expected   86532449.0, actual 86532449 (1.00x)
Testing collisions (high  8-bit) - Expected   86536289.0, actual 86536289 (1.00x)
Testing collisions (low  12-bit) - Expected   86532449.0, actual 86532449 (1.00x)
Testing collisions (low   8-bit) - Expected   86536289.0, actual 86536289 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit 25 - 0.003%

Keyset 'TwoBytes' - up-to-24-byte keys, 149633745 total keys
Testing collisions ( 32-bit) - Expected 2606569.0, actual 2578087 (0.99x) (-28482)
Testing collisions (high 12-bit) - Expected  149629649.0, actual 149629649 (1.00x)
Testing collisions (high  8-bit) - Expected  149633489.0, actual 149633489 (1.00x)
Testing collisions (low  12-bit) - Expected  149629649.0, actual 149629649 (1.00x)
Testing collisions (low   8-bit) - Expected  149633489.0, actual 149633489 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit  1 - 0.002%


[[[ MomentChi2 Tests ]]]

Analyze hashes produced from a serie of linearly increasing numbers of 32-bit, using a step of 2 ... 
Target values to approximate : 1391290.000000 - 686.666667 
4 threads starting...  done
Popcount 1 stats : 1391312.642089 - 687.313613
Popcount 0 stats : 1391300.828829 - 687.317684
MomentChi2 for bits 1 :  0.373123 
MomentChi2 for bits 0 :  0.0853456 

Derivative stats (transition from 2 consecutive values) : 
Popcount 1 stats : 1391289.102356 - 687.303967
Popcount 0 stats : 1391279.353362 - 687.220169
MomentChi2 for deriv b1 :  0.00058645 
MomentChi2 for deriv b0 :  0.0825038 

  Great !! 



[[[ Keyset 'Text' Tests ]]]

Keyset 'Text' - keys of form "FooXXXXBar" - 14776336 keys
Testing collisions ( 32-bit) - Expected 25418.1, actual  26208 (1.03x) (790)
Testing collisions (high 12-bit) - Expected   14772240.0, actual 14772240 (1.00x)
Testing collisions (high  8-bit) - Expected   14776080.0, actual 14776080 (1.00x)
Testing collisions (low  12-bit) - Expected   14772240.0, actual 14772240 (1.00x)
Testing collisions (low   8-bit) - Expected   14776080.0, actual 14776080 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit 17 - 0.017%

Keyset 'Text' - keys of form "FooBarXXXX" - 14776336 keys
Testing collisions ( 32-bit) - Expected 25418.1, actual  25450 (1.00x) (32)
Testing collisions (high 12-bit) - Expected   14772240.0, actual 14772240 (1.00x)
Testing collisions (high  8-bit) - Expected   14776080.0, actual 14776080 (1.00x)
Testing collisions (low  12-bit) - Expected   14772240.0, actual 14772240 (1.00x)
Testing collisions (low   8-bit) - Expected   14776080.0, actual 14776080 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit  1 - 0.026%

Keyset 'Text' - keys of form "XXXXFooBar" - 14776336 keys
Testing collisions ( 32-bit) - Expected 25418.1, actual      0 (0.00x)
Testing collisions (high 12-bit) - Expected   14772240.0, actual 14772240 (1.00x)
Testing collisions (high  8-bit) - Expected   14776080.0, actual 14776080 (1.00x)
Testing collisions (low  12-bit) - Expected   14772240.0, actual 14772240 (1.00x)
Testing collisions (low   8-bit) - Expected   14776080.0, actual 14776080 (1.00x)
Testing distribution - Worst bias is the 17-bit window at bit  5 - 0.004%

Keyset 'Words' - 4000000 random keys of len 6-16 from alnum charset
Testing collisions ( 32-bit) - Expected 1862.6, actual   1833 (0.98x) (-29)
Testing collisions (high 12-bit) - Expected    3995904.0, actual 3995904 (1.00x)
Testing collisions (high  8-bit) - Expected    3999744.0, actual 3999744 (1.00x)
Testing collisions (low  12-bit) - Expected    3995904.0, actual 3995904 (1.00x)
Testing collisions (low   8-bit) - Expected    3999744.0, actual 3999744 (1.00x)
Testing distribution - Worst bias is the 19-bit window at bit 29 - 0.046%

Keyset 'Words' - 4000000 random keys of len 6-16 from password charset
Testing collisions ( 32-bit) - Expected 1862.6, actual   1877 (1.01x) (15)
Testing collisions (high 12-bit) - Expected    3995904.0, actual 3995904 (1.00x)
Testing collisions (high  8-bit) - Expected    3999744.0, actual 3999744 (1.00x)
Testing collisions (low  12-bit) - Expected    3995904.0, actual 3995904 (1.00x)
Testing collisions (low   8-bit) - Expected    3999744.0, actual 3999744 (1.00x)
Testing distribution - Worst bias is the 19-bit window at bit 26 - 0.057%

Keyset 'Words' - 102774 dict words
Testing collisions ( 32-bit) - Expected    1.2, actual      2 (1.63x) (1)
Testing collisions (high 20-27 bits) - Worst is 26 bits: 88/78 (1.12x)
Testing collisions (high 12-bit) - Expected      98678.0, actual  98678 (1.00x)
Testing collisions (high  8-bit) - Expected     102518.0, actual 102518 (1.00x)
Testing collisions (low  20-27 bits) - Worst is 21 bits: 2486/2518 (0.99x)
Testing collisions (low  12-bit) - Expected      98678.0, actual  98678 (1.00x)
Testing collisions (low   8-bit) - Expected     102518.0, actual 102518 (1.00x)
Testing distribution - Worst bias is the 14-bit window at bit 13 - 0.260%


[[[ Keyset 'Zeroes' Tests ]]]

Keyset 'Zeroes' - 204800 keys
Testing collisions ( 32-bit) - Expected    4.9, actual      0 (0.00x)
Testing collisions (high 21-29 bits) - Worst is 25 bits: 621/624 (0.99x)
Testing collisions (high 12-bit) - Expected     200704.0, actual 200704 (1.00x)
Testing collisions (high  8-bit) - Expected     204544.0, actual 204544 (1.00x)
Testing collisions (low  21-29 bits) - Worst is 27 bits: 162/156 (1.04x)
Testing collisions (low  12-bit) - Expected     200704.0, actual 200704 (1.00x)
Testing collisions (low   8-bit) - Expected     204544.0, actual 204544 (1.00x)
Testing distribution - Worst bias is the 15-bit window at bit 22 - 0.317%


[[[ Keyset 'Seed' Tests ]]]

Keyset 'Seed' - 5000000 keys
Testing collisions ( 32-bit) - Expected 2910.4, actual      0 (0.00x)
Testing collisions (high 12-bit) - Expected    4995904.0, actual 4995904 (1.00x)
Testing collisions (high  8-bit) - Expected    4999744.0, actual 4999744 (1.00x)
Testing collisions (low  12-bit) - Expected    4995904.0, actual 4995904 (1.00x)
Testing collisions (low   8-bit) - Expected    4999744.0, actual 4999744 (1.00x)
Testing distribution - Worst bias is the 19-bit window at bit 19 - 0.040%


[[[ Keyset 'PerlinNoise' Tests ]]]

Testing 16777216 coordinates (L2) : 
Testing collisions ( 32-bit) - Expected 32768.0, actual      0 (0.00x)
Testing collisions (high 12-bit) - Expected   16773120.0, actual 16773120 (1.00x)
Testing collisions (high  8-bit) - Expected   16776960.0, actual 16776960 (1.00x)
Testing collisions (low  12-bit) - Expected   16773120.0, actual 16773120 (1.00x)
Testing collisions (low   8-bit) - Expected   16776960.0, actual 16776960 (1.00x)


[[[ Diff 'Differential' Tests ]]]

Testing 8303632 up-to-5-bit differentials in 64-bit keys -> 32 bit hashes.
1000 reps, 8303632000 total tests, expecting 1.93 random collisions..........
1 total collisions, of which 1 single collisions were ignored

Testing 11017632 up-to-4-bit differentials in 128-bit keys -> 32 bit hashes.
1000 reps, 11017632000 total tests, expecting 2.57 random collisions..........
2 total collisions, of which 2 single collisions were ignored

Testing 2796416 up-to-3-bit differentials in 256-bit keys -> 32 bit hashes.
1000 reps, 2796416000 total tests, expecting 0.65 random collisions..........
1 total collisions, of which 1 single collisions were ignored


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

Testing bit 0
Testing collisions ( 32-bit) - Expected  512.0, actual    530 (1.04x) (19)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 1
Testing collisions ( 32-bit) - Expected  512.0, actual    502 (0.98x) (-9)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 2
Testing collisions ( 32-bit) - Expected  512.0, actual    543 (1.06x) (32)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 3
Testing collisions ( 32-bit) - Expected  512.0, actual    520 (1.02x) (9)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 4
Testing collisions ( 32-bit) - Expected  512.0, actual    514 (1.00x) (3)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 5
Testing collisions ( 32-bit) - Expected  512.0, actual    530 (1.04x) (19)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 6
Testing collisions ( 32-bit) - Expected  512.0, actual    465 (0.91x)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 7
Testing collisions ( 32-bit) - Expected  512.0, actual    519 (1.01x) (8)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 8
Testing collisions ( 32-bit) - Expected  512.0, actual    512 (1.00x) (1)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 9
Testing collisions ( 32-bit) - Expected  512.0, actual    504 (0.98x) (-7)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 10
Testing collisions ( 32-bit) - Expected  512.0, actual    497 (0.97x)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 11
Testing collisions ( 32-bit) - Expected  512.0, actual    503 (0.98x) (-8)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 12
Testing collisions ( 32-bit) - Expected  512.0, actual    506 (0.99x) (-5)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 13
Testing collisions ( 32-bit) - Expected  512.0, actual    548 (1.07x) (37)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 14
Testing collisions ( 32-bit) - Expected  512.0, actual    515 (1.01x) (4)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 15
Testing collisions ( 32-bit) - Expected  512.0, actual    493 (0.96x)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 16
Testing collisions ( 32-bit) - Expected  512.0, actual    503 (0.98x) (-8)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 17
Testing collisions ( 32-bit) - Expected  512.0, actual    543 (1.06x) (32)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 18
Testing collisions ( 32-bit) - Expected  512.0, actual    478 (0.93x)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 19
Testing collisions ( 32-bit) - Expected  512.0, actual    511 (1.00x)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 20
Testing collisions ( 32-bit) - Expected  512.0, actual    529 (1.03x) (18)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 21
Testing collisions ( 32-bit) - Expected  512.0, actual    502 (0.98x) (-9)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 22
Testing collisions ( 32-bit) - Expected  512.0, actual    509 (0.99x) (-2)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 23
Testing collisions ( 32-bit) - Expected  512.0, actual    515 (1.01x) (4)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 24
Testing collisions ( 32-bit) - Expected  512.0, actual    538 (1.05x) (27)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 25
Testing collisions ( 32-bit) - Expected  512.0, actual    523 (1.02x) (12)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 26
Testing collisions ( 32-bit) - Expected  512.0, actual    500 (0.98x)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 27
Testing collisions ( 32-bit) - Expected  512.0, actual    532 (1.04x) (21)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 28
Testing collisions ( 32-bit) - Expected  512.0, actual    545 (1.06x) (34)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 29
Testing collisions ( 32-bit) - Expected  512.0, actual    487 (0.95x)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 30
Testing collisions ( 32-bit) - Expected  512.0, actual    506 (0.99x) (-5)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 31
Testing collisions ( 32-bit) - Expected  512.0, actual    512 (1.00x) (1)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 32
Testing collisions ( 32-bit) - Expected  512.0, actual    467 (0.91x)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 33
Testing collisions ( 32-bit) - Expected  512.0, actual    511 (1.00x)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 34
Testing collisions ( 32-bit) - Expected  512.0, actual    558 (1.09x) (47)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 35
Testing collisions ( 32-bit) - Expected  512.0, actual    527 (1.03x) (16)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 36
Testing collisions ( 32-bit) - Expected  512.0, actual    551 (1.08x) (40)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 37
Testing collisions ( 32-bit) - Expected  512.0, actual    516 (1.01x) (5)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 38
Testing collisions ( 32-bit) - Expected  512.0, actual    498 (0.97x)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 39
Testing collisions ( 32-bit) - Expected  512.0, actual    509 (0.99x) (-2)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 40
Testing collisions ( 32-bit) - Expected  512.0, actual    518 (1.01x) (7)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 41
Testing collisions ( 32-bit) - Expected  512.0, actual    504 (0.98x) (-7)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 42
Testing collisions ( 32-bit) - Expected  512.0, actual    548 (1.07x) (37)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 43
Testing collisions ( 32-bit) - Expected  512.0, actual    506 (0.99x) (-5)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 44
Testing collisions ( 32-bit) - Expected  512.0, actual    526 (1.03x) (15)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 45
Testing collisions ( 32-bit) - Expected  512.0, actual    520 (1.02x) (9)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 46
Testing collisions ( 32-bit) - Expected  512.0, actual    507 (0.99x) (-4)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 47
Testing collisions ( 32-bit) - Expected  512.0, actual    517 (1.01x) (6)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 48
Testing collisions ( 32-bit) - Expected  512.0, actual    549 (1.07x) (38)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 49
Testing collisions ( 32-bit) - Expected  512.0, actual    534 (1.04x) (23)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 50
Testing collisions ( 32-bit) - Expected  512.0, actual    510 (1.00x) (-1)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 51
Testing collisions ( 32-bit) - Expected  512.0, actual    504 (0.98x) (-7)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 52
Testing collisions ( 32-bit) - Expected  512.0, actual    534 (1.04x) (23)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 53
Testing collisions ( 32-bit) - Expected  512.0, actual    501 (0.98x)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 54
Testing collisions ( 32-bit) - Expected  512.0, actual    505 (0.99x) (-6)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 55
Testing collisions ( 32-bit) - Expected  512.0, actual    512 (1.00x) (1)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 56
Testing collisions ( 32-bit) - Expected  512.0, actual    493 (0.96x)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 57
Testing collisions ( 32-bit) - Expected  512.0, actual    520 (1.02x) (9)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 58
Testing collisions ( 32-bit) - Expected  512.0, actual    514 (1.00x) (3)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 59
Testing collisions ( 32-bit) - Expected  512.0, actual    503 (0.98x) (-8)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 60
Testing collisions ( 32-bit) - Expected  512.0, actual    490 (0.96x)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 61
Testing collisions ( 32-bit) - Expected  512.0, actual    534 (1.04x) (23)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 62
Testing collisions ( 32-bit) - Expected  512.0, actual    475 (0.93x)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)

Testing bit 63
Testing collisions ( 32-bit) - Expected  512.0, actual    512 (1.00x) (1)
Testing collisions (high 12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (high  8-bit) - Expected    2096896.0, actual 2096896 (1.00x)
Testing collisions (low  12-bit) - Expected    2093056.0, actual 2093056 (1.00x)
Testing collisions (low   8-bit) - Expected    2096896.0, actual 2096896 (1.00x)



Input vcode 0x00000001, Output vcode 0x00000001, Result vcode 0x00000001
Verification value is 0x00000001 - Testing took 1265.488175 seconds
-------------------------------------------------------------------------------
[[[ Prng Tests ]]]

The PRNG test is designed for hashes >= 64-bit 


[[[ BIC 'Bit Independence Criteria' Tests ]]]

...........
Max bias 0.009116 - ( 84 :   3, 19)


[[[ BadSeeds Tests ]]]

Testing 2 internal secrets:
0x4b600 0xcc9e2d51 PASS
Testing the first 0xffffffff seeds ...
0x1ffffff 0x3ffffff 0x5ffffff 0x7ffffff 0x9ffffff 0xbffffff 0xdffffff 0xfffffff 0x11ffffff 0x13ffffff 0x15ffffff 0x17ffffff 0x19ffffff 0x1bffffff 0x1dffffff 0x1fffffff 0x21ffffff 0x23ffffff 0x25ffffff 0x27ffffff 0x29ffffff 0x2bffffff 0x2dffffff 0x2fffffff 0x31ffffff 0x33ffffff 0x35ffffff 0x37ffffff 0x39ffffff 0x3bffffff 0x3dffffff 0x3fffffff 0x41ffffff 0x43ffffff 0x45ffffff 0x47ffffff 0x49ffffff 0x4bffffff 0x4dffffff 0x4fffffff 0x51ffffff 0x53ffffff 0x55ffffff 0x57ffffff 0x59ffffff 0x5bffffff 0x5dffffff 0x5fffffff 0x61ffffff 0x63ffffff 0x65ffffff 0x67ffffff 0x69ffffff 0x6bffffff 0x6dffffff 0x6fffffff 0x71ffffff 0x73ffffff 0x75ffffff 0x77ffffff 0x79ffffff 0x7bffffff 0x7dffffff 0x7fffffff 0x81ffffff 0x83ffffff 0x85ffffff 0x87ffffff 0x89ffffff 0x8bffffff 0x8dffffff 0x8fffffff 0x91ffffff 0x93ffffff 0x95ffffff 0x97ffffff 0x99ffffff 0x9bffffff 0x9dffffff 0x9fffffff 0xa1ffffff 0xa3ffffff 0xa5ffffff 0xa7ffffff 0xa9ffffff 0xabffffff 0xadffffff 0xafffffff 0xb1ffffff 0xb3ffffff 0xb5ffffff 0xb7ffffff 0xb9ffffff 0xbbffffff 0xbdffffff 0xbfffffff 0xc1ffffff 0xc3ffffff 0xc5ffffff 0xc7ffffff 0xc9ffffff 0xcbffffff 0xcdffffff 0xcfffffff 0xd1ffffff 0xd3ffffff 0xd5ffffff 0xd7ffffff 0xd9ffffff 0xdbffffff 0xddffffff 0xdfffffff 0xe1ffffff 0xe3ffffff 0xe5ffffff 0xe7ffffff 0xe9ffffff 0xebffffff 0xedffffff 0xefffffff 0xf1ffffff 0xf3ffffff 0xf5ffffff 0xf7ffffff 0xf9ffffff 0xfbffffff Broken seed 0xfca58b2d => 0 with key[16] of all 0 bytes
0xfdffffff 
FAIL
Ensure to add these bad seeds to the list of secrets in main.cpp

*********FAIL*********