fasthash-sys-fork 0.4.2

A suite of non-cryptographic hash functions for Rust.
Documentation
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-------------------------------------------------------------------------------
--- Testing Murmur1 "MurmurHash1" POOR

[[[ Sanity Tests ]]]

Verification value 0x9EA7D056 ....... PASS
Running sanity check 1     .......... PASS
Running AppendedZeroesTest .......... PASS

[[[ Speed Tests ]]]

Bulk speed test - 262144-byte keys
Alignment  7 -  0.630 bytes/cycle - 1802.98 MiB/sec @ 3 ghz
Alignment  6 -  0.630 bytes/cycle - 1802.98 MiB/sec @ 3 ghz
Alignment  5 -  0.630 bytes/cycle - 1802.98 MiB/sec @ 3 ghz
Alignment  4 -  0.633 bytes/cycle - 1809.77 MiB/sec @ 3 ghz
Alignment  3 -  0.630 bytes/cycle - 1802.97 MiB/sec @ 3 ghz
Alignment  2 -  0.630 bytes/cycle - 1802.97 MiB/sec @ 3 ghz
Alignment  1 -  0.630 bytes/cycle - 1802.97 MiB/sec @ 3 ghz
Alignment  0 -  0.633 bytes/cycle - 1809.77 MiB/sec @ 3 ghz
Average      -  0.631 bytes/cycle - 1804.67 MiB/sec @ 3 ghz

Small key speed test -    1-byte keys -    30.00 cycles/hash
Small key speed test -    2-byte keys -    31.00 cycles/hash
Small key speed test -    3-byte keys -    32.00 cycles/hash
Small key speed test -    4-byte keys -    29.00 cycles/hash
Small key speed test -    5-byte keys -    35.82 cycles/hash
Small key speed test -    6-byte keys -    37.00 cycles/hash
Small key speed test -    7-byte keys -    37.00 cycles/hash
Small key speed test -    8-byte keys -    35.00 cycles/hash
Small key speed test -    9-byte keys -    42.00 cycles/hash
Small key speed test -   10-byte keys -    42.97 cycles/hash
Small key speed test -   11-byte keys -    44.00 cycles/hash
Small key speed test -   12-byte keys -    42.00 cycles/hash
Small key speed test -   13-byte keys -    48.00 cycles/hash
Small key speed test -   14-byte keys -    49.00 cycles/hash
Small key speed test -   15-byte keys -    50.00 cycles/hash
Small key speed test -   16-byte keys -    48.00 cycles/hash
Small key speed test -   17-byte keys -    55.00 cycles/hash
Small key speed test -   18-byte keys -    55.69 cycles/hash
Small key speed test -   19-byte keys -    56.00 cycles/hash
Small key speed test -   20-byte keys -    54.89 cycles/hash
Small key speed test -   21-byte keys -    61.88 cycles/hash
Small key speed test -   22-byte keys -    62.00 cycles/hash
Small key speed test -   23-byte keys -    62.60 cycles/hash
Small key speed test -   24-byte keys -    61.00 cycles/hash
Small key speed test -   25-byte keys -    67.00 cycles/hash
Small key speed test -   26-byte keys -    68.00 cycles/hash
Small key speed test -   27-byte keys -    69.00 cycles/hash
Small key speed test -   28-byte keys -    67.00 cycles/hash
Small key speed test -   29-byte keys -    74.00 cycles/hash
Small key speed test -   30-byte keys -    74.86 cycles/hash
Small key speed test -   31-byte keys -    75.00 cycles/hash
Average                                    51.507 cycles/hash

[[[ 'Hashmap' Speed Tests ]]]

std::unordered_map
Init std HashMapTest:     705.832 cycles/op (479826 inserts, 1% deletions)
Running std HashMapTest:  602.440 cycles/op (6.4 stdv)

greg7mdp/parallel-hashmap
Init fast HashMapTest:    771.615 cycles/op (479826 inserts, 1% deletions)
Running fast HashMapTest: 459.586 cycles/op (12.2 stdv)  ....... PASS

[[[ Avalanche Tests ]]]

Testing   24-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.557333%
Testing   32-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.744000%
Testing   40-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.620667%
Testing   48-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.807333%
Testing   56-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.611333%
Testing   64-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.608000%
Testing   72-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.609333%
Testing   80-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.843333%
Testing   96-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.706667%
Testing  112-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.733333%
Testing  128-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.855333%
Testing  160-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.760667%
Testing  512-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.825333%
Testing 1024-bit keys ->  32-bit hashes, 300000 reps worst bias is 0.731333%

[[[ 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 24 bits: 88/76 (1.15x)
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: 38/38 (0.99x)
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  6 - 0.544%

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  9 - 0.094%

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  7 - 0.050%

Keyset 'Sparse' - 40-bit keys with up to 6 bits set - 4598479 keys
Testing collisions ( 32-bit) - Expected 2461.7, actual   2142 (0.87x)
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 17 - 0.044%

Keyset 'Sparse' - 48-bit keys with up to 6 bits set - 14196869 keys
Testing collisions ( 32-bit) - Expected 23463.6, actual  77516 (3.30x) (54053) !!!!!

Keyset 'Sparse' - 56-bit keys with up to 5 bits set - 4216423 keys
Testing collisions ( 32-bit) - Expected 2069.7, actual   7865 (3.80x) (5796) !!!!!

Keyset 'Sparse' - 64-bit keys with up to 5 bits set - 8303633 keys
Testing collisions ( 32-bit) - Expected 8026.9, actual 353639 (44.06x) (345613) !!!!!

Keyset 'Sparse' - 72-bit keys with up to 5 bits set - 15082603 keys
Testing collisions ( 32-bit) - Expected 26482.7, actual 486947 (18.39x) (460465) !!!!!

Keyset 'Sparse' - 96-bit keys with up to 4 bits set - 3469497 keys
Testing collisions ( 32-bit) - Expected 1401.3, actual  72834 (51.97x) (71433) !!!!!

Keyset 'Sparse' - 160-bit keys with up to 4 bits set - 26977161 keys
Testing collisions ( 32-bit) - Expected 84723.3, actual 439833 (5.19x) (355110) !!!!!

Keyset 'Sparse' - 256-bit keys with up to 3 bits set - 2796417 keys
Testing collisions ( 32-bit) - Expected  910.4, actual  13477 (14.80x) (12567) !!!!!

Keyset 'Sparse' - 512-bit keys with up to 3 bits set - 22370049 keys
Testing collisions ( 32-bit) - Expected 58256.4, actual 105990 (1.82x) (47734)
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 16 - 0.034%

Keyset 'Sparse' - 1024-bit keys with up to 2 bits set - 524801 keys
Testing collisions ( 32-bit) - Expected   32.1, actual    231 (7.20x) (199) !!!!!

Keyset 'Sparse' - 2048-bit keys with up to 2 bits set - 2098177 keys
Testing collisions ( 32-bit) - Expected  512.5, actual    931 (1.82x) (419)
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  9 - 0.075%

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

[[[ 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    711 (1.06x) (43)
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 27 - 0.068%


Combination Highbits Tests
Keyset 'Combination' - up to 7 blocks from a set of 8 - 2396744 keys
Testing collisions ( 32-bit) - Expected  668.7, actual    256 (0.38x)
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 17-bit window at bit  5 - 0.035%


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  17557 (1.01x) (218)
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 23 - 0.020%


Combination 0x8000000 Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 32-bit) - Expected 8192.0, actual   8488 (1.04x) (297)
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 23 - 0.036%


Combination 0x0000001 Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 32-bit) - Expected 8192.0, actual   8246 (1.01x) (55)
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 19-bit window at bit  3 - 0.030%


Combination 0x800000000000000 Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 32-bit) - Expected 8192.0, actual   8282 (1.01x) (91)
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  1 - 0.029%


Combination 0x000000000000001 Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 32-bit) - Expected 8192.0, actual   7851 (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 19-bit window at bit 17 - 0.040%


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   8003 (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 19-bit window at bit 10 - 0.021%


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   8238 (1.01x) (47)
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 30 - 0.035%


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   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 11 - 0.041%


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   8388 (1.02x) (197)
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 - 0.046%


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   8060 (0.98x) (-131)
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 19-bit window at bit 19 - 0.027%


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   8240 (1.01x) (49)
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  1 - 0.025%


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   8014 (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 26 - 0.048%


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   7918 (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  5 - 0.047%


[[[ 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  128.0, actual      0 (0.00x)
Window at   1 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at   2 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at   3 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at   4 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at   5 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at   6 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at   7 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at   8 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at   9 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  10 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  11 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  12 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  13 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  14 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  15 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  16 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  17 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  18 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  19 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  20 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  21 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  22 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  23 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  24 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  25 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  26 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  27 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  28 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  29 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  30 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  31 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  32 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  33 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  34 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  35 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  36 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  37 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  38 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  39 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  40 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  41 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  42 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  43 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  44 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  45 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  46 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  47 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  48 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  49 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  50 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  51 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  52 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  53 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  54 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  55 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  56 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  57 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  58 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  59 - Testing collisions ( 32-bit) - Expected  128.0, actual   5120 (40.00x) (4993) !!!!!
Window at  60 - Testing collisions ( 32-bit) - Expected  128.0, actual   3952 (30.88x) (3825) !!!!!
Window at  61 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  62 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  63 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
Window at  64 - Testing collisions ( 32-bit) - Expected  128.0, actual    121 (0.95x)
Window at  65 - Testing collisions ( 32-bit) - Expected  128.0, actual    168 (1.31x) (41)
Window at  66 - Testing collisions ( 32-bit) - Expected  128.0, actual    117 (0.91x)
Window at  67 - Testing collisions ( 32-bit) - Expected  128.0, actual    262 (2.05x) (135) !!!!!
Window at  68 - Testing collisions ( 32-bit) - Expected  128.0, actual    250 (1.95x) (123)
Window at  69 - Testing collisions ( 32-bit) - Expected  128.0, actual    114 (0.89x)
Window at  70 - Testing collisions ( 32-bit) - Expected  128.0, actual    149 (1.16x) (22)
Window at  71 - Testing collisions ( 32-bit) - Expected  128.0, actual     69 (0.54x)
Window at  72 - Testing collisions ( 32-bit) - Expected  128.0, actual      0 (0.00x)
*********FAIL*********

[[[ Keyset 'Cyclic' Tests ]]]

Keyset 'Cyclic' - 8 cycles of 4 bytes - 1000000 keys
Testing collisions ( 32-bit) - Expected  116.4, actual    111 (0.95x)
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 19 - 0.090%

Keyset 'Cyclic' - 8 cycles of 5 bytes - 1000000 keys
Testing collisions ( 32-bit) - Expected  116.4, actual    106 (0.91x)
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 26 - 0.089%

Keyset 'Cyclic' - 8 cycles of 6 bytes - 1000000 keys
Testing collisions ( 32-bit) - Expected  116.4, actual    127 (1.09x) (11)
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 23 - 0.132%

Keyset 'Cyclic' - 8 cycles of 7 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 12 - 0.088%

Keyset 'Cyclic' - 8 cycles of 8 bytes - 1000000 keys
Testing collisions ( 32-bit) - Expected  116.4, actual    128 (1.10x) (12)
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  0 - 0.110%

Keyset 'Cyclic' - 8 cycles of 12 bytes - 1000000 keys
Testing collisions ( 32-bit) - Expected  116.4, actual    111 (0.95x)
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 24 - 0.115%


[[[ Keyset 'TwoBytes' Tests ]]]

Keyset 'TwoBytes' - up-to-4-byte keys, 652545 total keys
Testing collisions ( 32-bit) - Expected   49.6, actual      4 (0.08x)
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  1 - 0.116%

Keyset 'TwoBytes' - up-to-8-byte keys, 5471025 total keys
Testing collisions ( 32-bit) - Expected 3484.6, actual  88209 (25.31x) (84725) !!!!!

Keyset 'TwoBytes' - up-to-12-byte keys, 18616785 total keys
Testing collisions ( 32-bit) - Expected 40347.8, actual 584928 (14.50x) (544581) !!!!!

Keyset 'TwoBytes' - up-to-16-byte keys, 44251425 total keys
Testing collisions ( 32-bit) - Expected 227963.2, actual 1613326 (7.08x) (1385363) !!!!!

Keyset 'TwoBytes' - up-to-20-byte keys, 86536545 total keys
Testing collisions ( 32-bit) - Expected 871784.7, actual 3464777 (3.97x) (2592993) !!!!!

Keyset 'TwoBytes' - up-to-24-byte keys, 149633745 total keys
Testing collisions ( 32-bit) - Expected 2606569.0, actual 6656052 (2.55x) (4049483) !!!!!

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

[[[ Keyset 'Text' Tests ]]]

Keyset 'Text' - keys of form "FooXXXXBar" - 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 16-bit window at bit  6 - 0.004%

Keyset 'Text' - keys of form "FooBarXXXX" - 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 15-bit window at bit 11 - 0.003%

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 13 - 0.007%

Keyset 'Words' - 4000000 random keys of len 6-16 from alnum charset
Testing collisions ( 32-bit) - Expected 1862.6, actual   1928 (1.04x) (66)
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 10 - 0.046%

Keyset 'Words' - 4000000 random keys of len 6-16 from password charset
Testing collisions ( 32-bit) - Expected 1862.6, actual   1807 (0.97x)
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 18 - 0.066%

Keyset 'Words' - 479826 dict words
Testing collisions ( 32-bit) - Expected   26.8, actual     27 (1.01x) (1)
Testing collisions (high 12-bit) - Expected     475730.0, actual 475730 (1.00x)
Testing collisions (high  8-bit) - Expected     479570.0, actual 479570 (1.00x)
Testing collisions (low  12-bit) - Expected     475730.0, actual 475730 (1.00x)
Testing collisions (low   8-bit) - Expected     479570.0, actual 479570 (1.00x)
Testing distribution - Worst bias is the 16-bit window at bit  7 - 0.168%


[[[ Keyset 'Zeroes' Tests ]]]

Keyset 'Zeroes' - 204800 keys
Testing collisions ( 32-bit) - Expected    4.9, actual      7 (1.43x) (3)
Testing collisions (high 21-29 bits) - Worst is 29 bits: 41/39 (1.05x)
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 29 bits: 46/39 (1.18x)
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  3 - 0.224%


[[[ 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 31 - 0.022%


[[[ Keyset 'PerlinNoise' Tests ]]]

Testing 16777216 coordinates (L2) : 
Testing collisions ( 32-bit) - Expected 32768.0, actual 16769025 (511.75x) (16736258) !!!!!

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

[[[ 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..........
4484 total collisions, of which 9 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..........
6631 total collisions, of which 1 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..........
4969 total collisions, of which 1 single collisions were ignored !!!!!

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

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

Testing bit 0
Testing collisions ( 32-bit) - Expected  512.0, actual    482 (0.94x)
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    495 (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 2
Testing collisions ( 32-bit) - Expected  512.0, actual    550 (1.07x) (39)
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    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 4
Testing collisions ( 32-bit) - Expected  512.0, actual    541 (1.06x) (30)
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    491 (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 6
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 7
Testing collisions ( 32-bit) - Expected  512.0, actual    473 (0.92x)
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    550 (1.07x) (39)
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    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 10
Testing collisions ( 32-bit) - Expected  512.0, actual    489 (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 11
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 12
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 13
Testing collisions ( 32-bit) - Expected  512.0, actual    495 (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 14
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 15
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 16
Testing collisions ( 32-bit) - Expected  512.0, actual    541 (1.06x) (30)
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    471 (0.92x)
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    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 19
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 20
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 21
Testing collisions ( 32-bit) - Expected  512.0, actual    540 (1.05x) (29)
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    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 23
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 24
Testing collisions ( 32-bit) - Expected  512.0, actual    556 (1.09x) (45)
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    553 (1.08x) (42)
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    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 27
Testing collisions ( 32-bit) - Expected  512.0, actual    565 (1.10x) (54)
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    560 (1.09x) (49)
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    613 (1.20x) (102)
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    658 (1.29x) (147)
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    991 (1.94x) (480)
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   1023 (2.00x) (512)
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   1084 (2.12x) (573) !!!!!

Testing bit 34
Testing collisions ( 32-bit) - Expected  512.0, actual    959 (1.87x) (448)
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   1011 (1.97x) (500)
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    963 (1.88x) (452)
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   1048 (2.05x) (537) !!!!!

Testing bit 38
Testing collisions ( 32-bit) - Expected  512.0, actual   1058 (2.07x) (547) !!!!!

Testing bit 39
Testing collisions ( 32-bit) - Expected  512.0, actual   1001 (1.96x) (490)
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    991 (1.94x) (480)
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   1035 (2.02x) (524) !!!!!

Testing bit 42
Testing collisions ( 32-bit) - Expected  512.0, actual   1004 (1.96x) (493)
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   1028 (2.01x) (517) !!!!!

Testing bit 44
Testing collisions ( 32-bit) - Expected  512.0, actual   1036 (2.02x) (525) !!!!!

Testing bit 45
Testing collisions ( 32-bit) - Expected  512.0, actual   1028 (2.01x) (517) !!!!!

Testing bit 46
Testing collisions ( 32-bit) - Expected  512.0, actual   1081 (2.11x) (570) !!!!!

Testing bit 47
Testing collisions ( 32-bit) - Expected  512.0, actual   1072 (2.09x) (561) !!!!!

Testing bit 48
Testing collisions ( 32-bit) - Expected  512.0, actual   1053 (2.06x) (542) !!!!!

Testing bit 49
Testing collisions ( 32-bit) - Expected  512.0, actual   1020 (1.99x) (509)
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   1049 (2.05x) (538) !!!!!

Testing bit 51
Testing collisions ( 32-bit) - Expected  512.0, actual   1083 (2.12x) (572) !!!!!

Testing bit 52
Testing collisions ( 32-bit) - Expected  512.0, actual   1218 (2.38x) (707) !!!!!

Testing bit 53
Testing collisions ( 32-bit) - Expected  512.0, actual   1169 (2.28x) (658) !!!!!

Testing bit 54
Testing collisions ( 32-bit) - Expected  512.0, actual   1175 (2.29x) (664) !!!!!

Testing bit 55
Testing collisions ( 32-bit) - Expected  512.0, actual   1170 (2.29x) (659) !!!!!

Testing bit 56
Testing collisions ( 32-bit) - Expected  512.0, actual   1292 (2.52x) (781) !!!!!

Testing bit 57
Testing collisions ( 32-bit) - Expected  512.0, actual   1743 (3.40x) (1232) !!!!!

Testing bit 58
Testing collisions ( 32-bit) - Expected  512.0, actual   2204 (4.30x) (1693) !!!!!

Testing bit 59
Testing collisions ( 32-bit) - Expected  512.0, actual   3670 (7.17x) (3159) !!!!!

Testing bit 60
Testing collisions ( 32-bit) - Expected  512.0, actual   8829 (17.24x) (8318) !!!!!

Testing bit 61
Testing collisions ( 32-bit) - Expected  512.0, actual  24840 (48.52x) (24329) !!!!!

Testing bit 62
Testing collisions ( 32-bit) - Expected  512.0, actual  33129 (64.71x) (32618) !!!!!

Testing bit 63
Testing collisions ( 32-bit) - Expected  512.0, actual 102793 (200.77x) (102282) !!!!!

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

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

...........
Max bias 0.090010 - ( 87 :   1, 18)

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


[[[ 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 : 1391380.379954 - 687.528497
Popcount 0 stats : 1391369.115486 - 687.482862
MomentChi2 for bits 1 :   5.94423 
MomentChi2 for bits 0 :   4.55501 

Derivative stats (transition from 2 consecutive values) : 
Popcount 1 stats : 1391233.923606 - 687.060430
Popcount 0 stats : 1391177.078582 - 687.032866
MomentChi2 for deriv b1 :   2.28907 
MomentChi2 for deriv b0 :   9.28241 

  Good ! 



[[[ Prng Tests ]]]

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

[[[ BadSeeds Tests ]]]

Testing 1 internal secrets:
0xc6a4a793 Broken seed 0xc6a4a793 => 0 with key[1] of all 0 bytes confirmed => hash 0

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


Input vcode 0x00000001, Output vcode 0x00000001, Result vcode 0x00000001
Verification value is 0x00000001 - Testing took 668.037814 seconds
-------------------------------------------------------------------------------