VHASH_64.txt

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--- Testing VHASH_64 "VHASH_64 by Ted Krovetz and Wei Dai" POOR

[[[ Sanity Tests ]]]

Verification value 0xF97D84FE ....... PASS
Running sanity check 1     . 0: 0x08 != 0xA1  FAIL  !!!!!
Running AppendedZeroesTest .......... PASS

[[[ Speed Tests ]]]

Bulk speed test - 262144-byte keys
Alignment  7 -  4.692 bytes/cycle - 13423.00 MiB/sec @ 3 ghz
Alignment  6 -  4.710 bytes/cycle - 13474.37 MiB/sec @ 3 ghz
Alignment  5 -  4.710 bytes/cycle - 13474.25 MiB/sec @ 3 ghz
Alignment  4 -  4.710 bytes/cycle - 13475.08 MiB/sec @ 3 ghz
Alignment  3 -  4.698 bytes/cycle - 13439.67 MiB/sec @ 3 ghz
Alignment  2 -  4.710 bytes/cycle - 13474.58 MiB/sec @ 3 ghz
Alignment  1 -  4.698 bytes/cycle - 13441.50 MiB/sec @ 3 ghz
Alignment  0 -  4.726 bytes/cycle - 13521.55 MiB/sec @ 3 ghz
Average      -  4.707 bytes/cycle - 13465.50 MiB/sec @ 3 ghz

Small key speed test -    1-byte keys -    63.00 cycles/hash
Small key speed test -    2-byte keys -    63.00 cycles/hash
Small key speed test -    3-byte keys -    63.00 cycles/hash
Small key speed test -    4-byte keys -    63.00 cycles/hash
Small key speed test -    5-byte keys -    63.13 cycles/hash
Small key speed test -    6-byte keys -    63.00 cycles/hash
Small key speed test -    7-byte keys -    63.00 cycles/hash
Small key speed test -    8-byte keys -    63.00 cycles/hash
Small key speed test -    9-byte keys -    63.00 cycles/hash
Small key speed test -   10-byte keys -    63.00 cycles/hash
Small key speed test -   11-byte keys -    63.00 cycles/hash
Small key speed test -   12-byte keys -    63.00 cycles/hash
Small key speed test -   13-byte keys -    63.00 cycles/hash
Small key speed test -   14-byte keys -    63.00 cycles/hash
Small key speed test -   15-byte keys -    63.00 cycles/hash
Small key speed test -   16-byte keys -    63.00 cycles/hash
Small key speed test -   17-byte keys -    64.52 cycles/hash
Small key speed test -   18-byte keys -    64.54 cycles/hash
Small key speed test -   19-byte keys -    64.49 cycles/hash
Small key speed test -   20-byte keys -    64.50 cycles/hash
Small key speed test -   21-byte keys -    64.99 cycles/hash
Small key speed test -   22-byte keys -    64.91 cycles/hash
Small key speed test -   23-byte keys -    64.92 cycles/hash
Small key speed test -   24-byte keys -    64.90 cycles/hash
Small key speed test -   25-byte keys -    64.91 cycles/hash
Small key speed test -   26-byte keys -    64.97 cycles/hash
Small key speed test -   27-byte keys -    64.98 cycles/hash
Small key speed test -   28-byte keys -    64.89 cycles/hash
Small key speed test -   29-byte keys -    64.91 cycles/hash
Small key speed test -   30-byte keys -    64.90 cycles/hash
Small key speed test -   31-byte keys -    64.93 cycles/hash
Average                                    63.883 cycles/hash

[[[ 'Hashmap' Speed Tests ]]]

std::unordered_map
Init std HashMapTest:     526.340 cycles/op (102401 inserts, 1% deletions)
Running std HashMapTest:  358.305 cycles/op (4.5 stdv)

greg7mdp/parallel-hashmap
Init fast HashMapTest:    
[[[ Avalanche Tests ]]]

Testing   24-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.680667%
Testing   32-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.689333%
Testing   40-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.631333%
Testing   48-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.697333%
Testing   56-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.664000%
Testing   64-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.692667%
Testing   72-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.671333%
Testing   80-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.691333%
Testing   96-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.796667%
Testing  112-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.664000%
Testing  128-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.777333%
Testing  160-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.774000%
Testing  512-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.770000%
Testing 1024-bit keys ->  64-bit hashes, 300000 reps.......... worst bias is 0.762000%

[[[ Keyset 'Sparse' Tests ]]]

Keyset 'Sparse' - 16-bit keys with up to 9 bits set - 50643 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected          0.3, actual      0 (0.00x)
Testing collisions (high 19-25 bits) - Worst is 23 bits: 156/152 (1.02x)
Testing collisions (low  32-bit) - Expected          0.3, actual      0 (0.00x)
Testing collisions (low  19-25 bits) - Worst is 24 bits: 82/76 (1.07x)
Testing distribution - Worst bias is the 13-bit window at bit 53 - 0.894%

Keyset 'Sparse' - 24-bit keys with up to 8 bits set - 1271626 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        188.2, actual    232 (1.23x) (44)
Testing collisions (high 24-35 bits) - Worst is 32 bits: 232/188 (1.23x)
Testing collisions (low  32-bit) - Expected        188.2, actual    190 (1.01x) (2)
Testing collisions (low  24-35 bits) - Worst is 34 bits: 58/47 (1.23x)
Testing distribution - Worst bias is the 17-bit window at bit 29 - 0.091%

Keyset 'Sparse' - 32-bit keys with up to 7 bits set - 4514873 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       2372.2, actual   2335 (0.98x) (-37)
Testing collisions (high 25-38 bits) - Worst is 36 bits: 153/148 (1.03x)
Testing collisions (low  32-bit) - Expected       2372.2, actual   2387 (1.01x) (15)
Testing collisions (low  25-38 bits) - Worst is 36 bits: 161/148 (1.09x)
Testing distribution - Worst bias is the 19-bit window at bit  9 - 0.051%

Keyset 'Sparse' - 40-bit keys with up to 6 bits set - 4598479 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       2460.8, actual   2516 (1.02x) (56)
Testing collisions (high 25-38 bits) - Worst is 36 bits: 180/153 (1.17x)
Testing collisions (low  32-bit) - Expected       2460.8, actual   2444 (0.99x) (-16)
Testing collisions (low  25-38 bits) - Worst is 37 bits: 80/76 (1.04x)
Testing distribution - Worst bias is the 19-bit window at bit 16 - 0.040%

Keyset 'Sparse' - 48-bit keys with up to 6 bits set - 14196869 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected      23437.8, actual  23276 (0.99x) (-161)
Testing collisions (high 27-42 bits) - Worst is 39 bits: 194/183 (1.06x)
Testing collisions (low  32-bit) - Expected      23437.8, actual  23211 (0.99x) (-226)
Testing collisions (low  27-42 bits) - Worst is 36 bits: 1493/1466 (1.02x)
Testing distribution - Worst bias is the 20-bit window at bit 51 - 0.016%

Keyset 'Sparse' - 56-bit keys with up to 5 bits set - 4216423 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       2069.0, actual   2056 (0.99x) (-12)
Testing collisions (high 25-38 bits) - Worst is 37 bits: 75/64 (1.16x)
Testing collisions (low  32-bit) - Expected       2069.0, actual   2081 (1.01x) (13)
Testing collisions (low  25-38 bits) - Worst is 34 bits: 563/517 (1.09x)
Testing distribution - Worst bias is the 19-bit window at bit 47 - 0.054%

Keyset 'Sparse' - 64-bit keys with up to 5 bits set - 8303633 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8021.7, actual   7958 (0.99x) (-63)
Testing collisions (high 26-40 bits) - Worst is 37 bits: 253/250 (1.01x)
Testing collisions (low  32-bit) - Expected       8021.7, actual   8081 (1.01x) (60)
Testing collisions (low  26-40 bits) - Worst is 40 bits: 37/31 (1.18x)
Testing distribution - Worst bias is the 20-bit window at bit 16 - 0.037%

Keyset 'Sparse' - 72-bit keys with up to 5 bits set - 15082603 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected      26451.8, actual  26223 (0.99x) (-228)
Testing collisions (high 27-42 bits) - Worst is 39 bits: 228/206 (1.10x)
Testing collisions (low  32-bit) - Expected      26451.8, actual  26571 (1.00x) (120)
Testing collisions (low  27-42 bits) - Worst is 42 bits: 39/25 (1.51x)
Testing distribution - Worst bias is the 20-bit window at bit 21 - 0.023%

Keyset 'Sparse' - 96-bit keys with up to 4 bits set - 3469497 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       1401.0, actual   1356 (0.97x)
Testing collisions (high 25-38 bits) - Worst is 37 bits: 45/43 (1.03x)
Testing collisions (low  32-bit) - Expected       1401.0, actual   1408 (1.01x) (8)
Testing collisions (low  25-38 bits) - Worst is 38 bits: 27/21 (1.23x)
Testing distribution - Worst bias is the 19-bit window at bit 47 - 0.082%

Keyset 'Sparse' - 160-bit keys with up to 4 bits set - 26977161 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected      84546.1, actual  84324 (1.00x) (-222)
Testing collisions (high 28-44 bits) - Worst is 43 bits: 52/41 (1.26x)
Testing collisions (low  32-bit) - Expected      84546.1, actual  84412 (1.00x) (-134)
Testing collisions (low  28-44 bits) - Worst is 44 bits: 25/20 (1.21x)
Testing distribution - Worst bias is the 20-bit window at bit 40 - 0.011%

Keyset 'Sparse' - 256-bit keys with up to 3 bits set - 2796417 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        910.2, actual    903 (0.99x) (-7)
Testing collisions (high 25-37 bits) - Worst is 37 bits: 41/28 (1.44x)
Testing collisions (low  32-bit) - Expected        910.2, actual    946 (1.04x) (36)
Testing collisions (low  25-37 bits) - Worst is 36 bits: 70/56 (1.23x)
Testing distribution - Worst bias is the 19-bit window at bit 43 - 0.073%

Keyset 'Sparse' - 512-bit keys with up to 3 bits set - 22370049 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected      58155.4, actual  58293 (1.00x) (138)
Testing collisions (high 28-43 bits) - Worst is 36 bits: 3679/3640 (1.01x)
Testing collisions (low  32-bit) - Expected      58155.4, actual  58638 (1.01x) (483)
Testing collisions (low  28-43 bits) - Worst is 41 bits: 125/113 (1.10x)
Testing distribution - Worst bias is the 20-bit window at bit  7 - 0.016%

Keyset 'Sparse' - 1024-bit keys with up to 2 bits set - 524801 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected         32.1, actual     36 (1.12x) (4)
Testing collisions (high 22-32 bits) - Worst is 32 bits: 36/32 (1.12x)
Testing collisions (low  32-bit) - Expected         32.1, actual     34 (1.06x) (2)
Testing collisions (low  22-32 bits) - Worst is 32 bits: 34/32 (1.06x)
Testing distribution - Worst bias is the 16-bit window at bit 10 - 0.188%

Keyset 'Sparse' - 2048-bit keys with up to 2 bits set - 2098177 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        512.4, actual    501 (0.98x)
Testing collisions (high 24-36 bits) - Worst is 34 bits: 140/128 (1.09x)
Testing collisions (low  32-bit) - Expected        512.4, actual    537 (1.05x) (25)
Testing collisions (low  24-36 bits) - Worst is 34 bits: 144/128 (1.12x)
Testing distribution - Worst bias is the 17-bit window at bit 37 - 0.056%


[[[ Keyset 'Permutation' Tests ]]]

Combination Lowbits Tests:
Keyset 'Combination' - up to 7 blocks from a set of 8 - 2396744 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        668.6, actual    668 (1.00x)
Testing collisions (high 24-37 bits) - Worst is 29 bits: 5411/5341 (1.01x)
Testing collisions (low  32-bit) - Expected        668.6, actual    673 (1.01x) (5)
Testing collisions (low  24-37 bits) - Worst is 34 bits: 176/167 (1.05x)
Testing distribution - Worst bias is the 18-bit window at bit 51 - 0.067%


Combination Highbits Tests
Keyset 'Combination' - up to 7 blocks from a set of 8 - 2396744 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        668.6, actual    662 (0.99x) (-6)
Testing collisions (high 24-37 bits) - Worst is 37 bits: 27/20 (1.29x)
Testing collisions (low  32-bit) - Expected        668.6, actual    628 (0.94x)
Testing collisions (low  24-37 bits) - Worst is 37 bits: 31/20 (1.48x)
Testing distribution - Worst bias is the 18-bit window at bit 15 - 0.048%


Combination Hi-Lo Tests:
Keyset 'Combination' - up to 6 blocks from a set of 15 - 12204240 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected      17322.9, actual  17224 (0.99x) (-98)
Testing collisions (high 27-41 bits) - Worst is 40 bits: 77/67 (1.14x)
Testing collisions (low  32-bit) - Expected      17322.9, actual  17288 (1.00x) (-34)
Testing collisions (low  27-41 bits) - Worst is 41 bits: 37/33 (1.09x)
Testing distribution - Worst bias is the 20-bit window at bit 58 - 0.021%


Combination 0x8000000 Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   8167 (1.00x) (-19)
Testing collisions (high 26-40 bits) - Worst is 31 bits: 16558/16362 (1.01x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   8252 (1.01x) (66)
Testing collisions (low  26-40 bits) - Worst is 37 bits: 266/255 (1.04x)
Testing distribution - Worst bias is the 20-bit window at bit  8 - 0.043%


Combination 0x0000001 Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   8136 (0.99x) (-50)
Testing collisions (high 26-40 bits) - Worst is 35 bits: 1046/1023 (1.02x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   8134 (0.99x) (-52)
Testing collisions (low  26-40 bits) - Worst is 31 bits: 16445/16362 (1.01x)
Testing distribution - Worst bias is the 20-bit window at bit 11 - 0.078%


Combination 0x800000000000000 Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   8093 (0.99x) (-93)
Testing collisions (high 26-40 bits) - Worst is 26 bits: 504096/503108 (1.00x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   8033 (0.98x) (-153)
Testing collisions (low  26-40 bits) - Worst is 27 bits: 257124/256766 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit 20 - 0.042%


Combination 0x000000000000001 Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   8085 (0.99x) (-101)
Testing collisions (high 26-40 bits) - Worst is 39 bits: 78/63 (1.22x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   8081 (0.99x) (-105)
Testing collisions (low  26-40 bits) - Worst is 28 bits: 130249/129717 (1.00x)
Testing distribution - Worst bias is the 19-bit window at bit 36 - 0.026%


Combination 16-bytes [0-1] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   7992 (0.98x)
Testing collisions (high 26-40 bits) - Worst is 34 bits: 2089/2047 (1.02x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   8050 (0.98x) (-136)
Testing collisions (low  26-40 bits) - Worst is 29 bits: 65360/65195 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit 61 - 0.029%


Combination 16-bytes [0-last] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   8145 (0.99x) (-41)
Testing collisions (high 26-40 bits) - Worst is 39 bits: 70/63 (1.09x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   8127 (0.99x) (-59)
Testing collisions (low  26-40 bits) - Worst is 35 bits: 1027/1023 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit 62 - 0.047%


Combination 32-bytes [0-1] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   8213 (1.00x) (27)
Testing collisions (high 26-40 bits) - Worst is 35 bits: 1071/1023 (1.05x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   8201 (1.00x) (15)
Testing collisions (low  26-40 bits) - Worst is 40 bits: 38/31 (1.19x)
Testing distribution - Worst bias is the 20-bit window at bit 63 - 0.040%


Combination 32-bytes [0-last] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   8313 (1.02x) (127)
Testing collisions (high 26-40 bits) - Worst is 39 bits: 82/63 (1.28x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   8061 (0.98x) (-125)
Testing collisions (low  26-40 bits) - Worst is 29 bits: 65635/65195 (1.01x)
Testing distribution - Worst bias is the 20-bit window at bit 33 - 0.041%


Combination 64-bytes [0-1] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   8285 (1.01x) (99)
Testing collisions (high 26-40 bits) - Worst is 40 bits: 34/31 (1.06x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   8270 (1.01x) (84)
Testing collisions (low  26-40 bits) - Worst is 40 bits: 42/31 (1.31x)
Testing distribution - Worst bias is the 20-bit window at bit 18 - 0.043%


Combination 64-bytes [0-last] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   8252 (1.01x) (66)
Testing collisions (high 26-40 bits) - Worst is 40 bits: 33/31 (1.03x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   8218 (1.00x) (32)
Testing collisions (low  26-40 bits) - Worst is 38 bits: 147/127 (1.15x)
Testing distribution - Worst bias is the 20-bit window at bit 53 - 0.035%


Combination 128-bytes [0-1] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   8048 (0.98x) (-138)
Testing collisions (high 26-40 bits) - Worst is 35 bits: 1038/1023 (1.01x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   8145 (0.99x) (-41)
Testing collisions (low  26-40 bits) - Worst is 38 bits: 145/127 (1.13x)
Testing distribution - Worst bias is the 20-bit window at bit 63 - 0.027%


Combination 128-bytes [0-last] Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       8186.7, actual   8322 (1.02x) (136)
Testing collisions (high 26-40 bits) - Worst is 35 bits: 1053/1023 (1.03x)
Testing collisions (low  32-bit) - Expected       8186.7, actual   8182 (1.00x) (-4)
Testing collisions (low  26-40 bits) - Worst is 35 bits: 1030/1023 (1.01x)
Testing distribution - Worst bias is the 20-bit window at bit 20 - 0.036%


[[[ Keyset 'Window' Tests ]]]

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

[[[ Keyset 'Cyclic' Tests ]]]

Keyset 'Cyclic' - 8 cycles of 8 bytes - 1000000 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        116.4, actual    123 (1.06x) (7)
Testing collisions (high 23-34 bits) - Worst is 33 bits: 70/58 (1.20x)
Testing collisions (low  32-bit) - Expected        116.4, actual    110 (0.94x)
Testing collisions (low  23-34 bits) - Worst is 34 bits: 31/29 (1.07x)
Testing distribution - Worst bias is the 16-bit window at bit 54 - 0.095%

Keyset 'Cyclic' - 8 cycles of 9 bytes - 1000000 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        116.4, actual    113 (0.97x)
Testing collisions (high 23-34 bits) - Worst is 30 bits: 485/465 (1.04x)
Testing collisions (low  32-bit) - Expected        116.4, actual    128 (1.10x) (12)
Testing collisions (low  23-34 bits) - Worst is 31 bits: 256/232 (1.10x)
Testing distribution - Worst bias is the 17-bit window at bit  7 - 0.140%

Keyset 'Cyclic' - 8 cycles of 10 bytes - 1000000 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        116.4, actual    112 (0.96x)
Testing collisions (high 23-34 bits) - Worst is 34 bits: 31/29 (1.07x)
Testing collisions (low  32-bit) - Expected        116.4, actual    117 (1.01x) (1)
Testing collisions (low  23-34 bits) - Worst is 34 bits: 31/29 (1.07x)
Testing distribution - Worst bias is the 17-bit window at bit 63 - 0.104%

Keyset 'Cyclic' - 8 cycles of 11 bytes - 1000000 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        116.4, actual    128 (1.10x) (12)
Testing collisions (high 23-34 bits) - Worst is 32 bits: 128/116 (1.10x)
Testing collisions (low  32-bit) - Expected        116.4, actual    116 (1.00x)
Testing collisions (low  23-34 bits) - Worst is 31 bits: 257/232 (1.10x)
Testing distribution - Worst bias is the 17-bit window at bit 53 - 0.132%

Keyset 'Cyclic' - 8 cycles of 12 bytes - 1000000 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        116.4, actual     95 (0.82x)
Testing collisions (high 23-34 bits) - Worst is 25 bits: 14739/14754 (1.00x)
Testing collisions (low  32-bit) - Expected        116.4, actual     99 (0.85x)
Testing collisions (low  23-34 bits) - Worst is 31 bits: 240/232 (1.03x)
Testing distribution - Worst bias is the 17-bit window at bit  8 - 0.134%

Keyset 'Cyclic' - 8 cycles of 16 bytes - 1000000 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        116.4, actual    113 (0.97x)
Testing collisions (high 23-34 bits) - Worst is 25 bits: 14802/14754 (1.00x)
Testing collisions (low  32-bit) - Expected        116.4, actual    114 (0.98x)
Testing collisions (low  23-34 bits) - Worst is 34 bits: 33/29 (1.13x)
Testing distribution - Worst bias is the 16-bit window at bit  0 - 0.113%


[[[ Keyset 'TwoBytes' Tests ]]]

Keyset 'TwoBytes' - up-to-4-byte keys, 652545 total keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected         49.6, actual     40 (0.81x)
Testing collisions (high 23-33 bits) - Worst is 26 bits: 3228/3162 (1.02x)
Testing collisions (low  32-bit) - Expected         49.6, actual     43 (0.87x)
Testing collisions (low  23-33 bits) - Worst is 28 bits: 808/792 (1.02x)
Testing distribution - Worst bias is the 15-bit window at bit 51 - 0.093%

Keyset 'TwoBytes' - up-to-8-byte keys, 5471025 total keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       3483.1, actual   3502 (1.01x) (19)
Testing collisions (high 26-39 bits) - Worst is 38 bits: 73/54 (1.34x)
Testing collisions (low  32-bit) - Expected       3483.1, actual   3401 (0.98x)
Testing collisions (low  26-39 bits) - Worst is 30 bits: 13959/13914 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit 27 - 0.045%

Keyset 'TwoBytes' - up-to-12-byte keys, 18616785 total keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected      40289.5, actual  40342 (1.00x) (53)
Testing collisions (high 27-42 bits) - Worst is 41 bits: 94/78 (1.19x)
Testing collisions (low  32-bit) - Expected      40289.5, actual  39952 (0.99x) (-337)
Testing collisions (low  27-42 bits) - Worst is 27 bits: 1232036/1233446 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit 17 - 0.021%

Keyset 'TwoBytes' - up-to-16-byte keys, 44251425 total keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected     227182.3, actual 227493 (1.00x) (311)
Testing collisions (high 29-45 bits) - Worst is 41 bits: 454/445 (1.02x)
Testing collisions (low  32-bit) - Expected     227182.3, actual 227226 (1.00x) (44)
Testing collisions (low  29-45 bits) - Worst is 31 bits: 453164/452810 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit 15 - 0.008%

Keyset 'TwoBytes' - up-to-20-byte keys, 86536545 total keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected     865959.1, actual 866853 (1.00x) (894)
Testing collisions (high 30-47 bits) - Worst is 41 bits: 1724/1702 (1.01x)
Testing collisions (low  32-bit) - Expected     865959.1, actual 865087 (1.00x) (-872)
Testing collisions (low  30-47 bits) - Worst is 35 bits: 108938/108881 (1.00x)
Testing distribution - Worst bias is the 20-bit window at bit 46 - 0.004%


[[[ Keyset 'Text' Tests ]]]

Keyset 'Text' - keys of form "FooXXXXBar" - 14776336 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected      25389.0, actual  25554 (1.01x) (165)
Testing collisions (high 27-42 bits) - Worst is 42 bits: 35/24 (1.41x)
Testing collisions (low  32-bit) - Expected      25389.0, actual  25304 (1.00x) (-85)
Testing collisions (low  27-42 bits) - Worst is 40 bits: 110/99 (1.11x)
Testing distribution - Worst bias is the 20-bit window at bit 62 - 0.020%

Keyset 'Text' - keys of form "FooBarXXXX" - 14776336 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected      25389.0, actual  25359 (1.00x) (-30)
Testing collisions (high 27-42 bits) - Worst is 41 bits: 53/49 (1.07x)
Testing collisions (low  32-bit) - Expected      25389.0, actual  25549 (1.01x) (160)
Testing collisions (low  27-42 bits) - Worst is 41 bits: 59/49 (1.19x)
Testing distribution - Worst bias is the 20-bit window at bit 12 - 0.023%

Keyset 'Text' - keys of form "XXXXFooBar" - 14776336 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected      25389.0, actual  25180 (0.99x) (-209)
Testing collisions (high 27-42 bits) - Worst is 42 bits: 33/24 (1.33x)
Testing collisions (low  32-bit) - Expected      25389.0, actual  25042 (0.99x) (-347)
Testing collisions (low  27-42 bits) - Worst is 41 bits: 56/49 (1.13x)
Testing distribution - Worst bias is the 20-bit window at bit 30 - 0.021%

Keyset 'Words' - 4000000 random keys of len 6-16 from alnum charset
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       1862.1, actual   1897 (1.02x) (35)
Testing collisions (high 25-38 bits) - Worst is 38 bits: 34/29 (1.17x)
Testing collisions (low  32-bit) - Expected       1862.1, actual   1825 (0.98x) (-37)
Testing collisions (low  25-38 bits) - Worst is 37 bits: 60/58 (1.03x)
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 ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected       1862.1, actual   1860 (1.00x) (-2)
Testing collisions (high 25-38 bits) - Worst is 34 bits: 482/465 (1.04x)
Testing collisions (low  32-bit) - Expected       1862.1, actual   1847 (0.99x) (-15)
Testing collisions (low  25-38 bits) - Worst is 37 bits: 62/58 (1.07x)
Testing distribution - Worst bias is the 19-bit window at bit 35 - 0.045%

Keyset 'Words' - 104334 dict words
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected          1.3, actual      2 (1.58x) (1)
Testing collisions (high 20-28 bits) - Worst is 25 bits: 175/162 (1.08x)
Testing collisions (low  32-bit) - Expected          1.3, actual      2 (1.58x) (1)
Testing collisions (low  20-28 bits) - Worst is 25 bits: 173/162 (1.07x)
Testing distribution - Worst bias is the 14-bit window at bit 60 - 0.562%


[[[ Keyset 'Zeroes' Tests ]]]

Keyset 'Zeroes' - 204800 keys
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected          4.9, actual      5 (1.02x) (1)
Testing collisions (high 21-29 bits) - Worst is 29 bits: 49/39 (1.25x)
Testing collisions (low  32-bit) - Expected          4.9, actual      3 (0.61x)
Testing collisions (low  21-29 bits) - Worst is 27 bits: 160/156 (1.02x)
Testing distribution - Worst bias is the 15-bit window at bit  7 - 0.237%


[[[ Keyset 'Seed' Tests ]]]

Keyset 'Seed' - 5000000 keys
Testing collisions ( 64-bit) - Expected    0.0, actual 4999999 (7378697629483.82x) (4999999) !!!!!
Testing collisions (high 32-bit) - Expected       2909.3, actual 4999999 (1718.65x) (4997090) !!!!!
Testing collisions (high 26-39 bits) - Worst is 39 bits: 4999999/22 (219902.99x) !!!!!
Testing collisions (low  32-bit) - Expected       2909.3, actual 4999999 (1718.65x) (4997090) !!!!!
Testing collisions (low  26-39 bits) - Worst is 39 bits: 4999999/22 (219902.99x) !!!!!
Testing distribution - Worst bias is the 19-bit window at bit  0 - 100.000% !!!!!

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

[[[ Keyset 'PerlinNoise' Tests ]]]

Testing 16777216 coordinates (L2) : 
Testing collisions ( 64-bit) - Expected    0.0, actual 16773120 (2198486515680.01x) (16773120) !!!!!
Testing collisions (high 32-bit) - Expected      32725.4, actual 16773120 (512.54x) (16740395) !!!!!
Testing collisions (high 27-42 bits) - Worst is 42 bits: 16773120/31 (524160.70x) !!!!!
Testing collisions (low  32-bit) - Expected      32725.4, actual 16773120 (512.54x) (16740395) !!!!!
Testing collisions (low  27-42 bits) - Worst is 42 bits: 16773120/31 (524160.70x) !!!!!

Testing AV variant, 128 count with 4 spacing, 4-12:
Testing collisions ( 64-bit) - Expected    0.0, actual 3072384 (11819742409017.70x) (3072384) !!!!!
Testing collisions (high 32-bit) - Expected       1116.2, actual 3072384 (2752.66x) (3071268) !!!!!
Testing collisions (high 25-37 bits) - Worst is 37 bits: 3072384/34 (88064.60x) !!!!!
Testing collisions (low  32-bit) - Expected       1116.2, actual 3072384 (2752.66x) (3071268) !!!!!
Testing collisions (low  25-37 bits) - Worst is 37 bits: 3072384/34 (88064.60x) !!!!!

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

[[[ Diff 'Differential' Tests ]]]

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

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

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


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

Testing bit 0
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    485 (0.95x)
Testing collisions (high 24-36 bits) - Worst is 24 bits: 125528/125777 (1.00x)
Testing collisions (low  32-bit) - Expected        511.9, actual    556 (1.09x) (45)
Testing collisions (low  24-36 bits) - Worst is 35 bits: 77/63 (1.20x)
Testing distribution - Worst bias is the 18-bit window at bit 32 - 0.075%

Testing bit 1
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    533 (1.04x) (22)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 77/63 (1.20x)
Testing collisions (low  32-bit) - Expected        511.9, actual    537 (1.05x) (26)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 43/31 (1.34x)
Testing distribution - Worst bias is the 18-bit window at bit 51 - 0.064%

Testing bit 2
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    514 (1.00x) (3)
Testing collisions (high 24-36 bits) - Worst is 33 bits: 262/255 (1.02x)
Testing collisions (low  32-bit) - Expected        511.9, actual    529 (1.03x) (18)
Testing collisions (low  24-36 bits) - Worst is 34 bits: 136/127 (1.06x)
Testing distribution - Worst bias is the 18-bit window at bit 27 - 0.075%

Testing bit 3
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    552 (1.08x) (41)
Testing collisions (high 24-36 bits) - Worst is 33 bits: 292/255 (1.14x)
Testing collisions (low  32-bit) - Expected        511.9, actual    496 (0.97x)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 33/31 (1.03x)
Testing distribution - Worst bias is the 18-bit window at bit 14 - 0.080%

Testing bit 4
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    502 (0.98x) (-9)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 79/63 (1.23x)
Testing collisions (low  32-bit) - Expected        511.9, actual    503 (0.98x) (-8)
Testing collisions (low  24-36 bits) - Worst is 29 bits: 4156/4090 (1.02x)
Testing distribution - Worst bias is the 18-bit window at bit 63 - 0.100%

Testing bit 5
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    515 (1.01x) (4)
Testing collisions (high 24-36 bits) - Worst is 34 bits: 140/127 (1.09x)
Testing collisions (low  32-bit) - Expected        511.9, actual    548 (1.07x) (37)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 46/31 (1.44x)
Testing distribution - Worst bias is the 17-bit window at bit  2 - 0.078%

Testing bit 6
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    508 (0.99x) (-3)
Testing collisions (high 24-36 bits) - Worst is 34 bits: 140/127 (1.09x)
Testing collisions (low  32-bit) - Expected        511.9, actual    516 (1.01x) (5)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 43/31 (1.34x)
Testing distribution - Worst bias is the 18-bit window at bit  2 - 0.077%

Testing bit 7
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    526 (1.03x) (15)
Testing collisions (high 24-36 bits) - Worst is 29 bits: 4217/4090 (1.03x)
Testing collisions (low  32-bit) - Expected        511.9, actual    511 (1.00x)
Testing collisions (low  24-36 bits) - Worst is 35 bits: 79/63 (1.23x)
Testing distribution - Worst bias is the 18-bit window at bit 26 - 0.079%

Testing bit 8
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    515 (1.01x) (4)
Testing collisions (high 24-36 bits) - Worst is 34 bits: 135/127 (1.05x)
Testing collisions (low  32-bit) - Expected        511.9, actual    471 (0.92x)
Testing collisions (low  24-36 bits) - Worst is 35 bits: 71/63 (1.11x)
Testing distribution - Worst bias is the 18-bit window at bit 24 - 0.067%

Testing bit 9
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    541 (1.06x) (30)
Testing collisions (high 24-36 bits) - Worst is 34 bits: 139/127 (1.09x)
Testing collisions (low  32-bit) - Expected        511.9, actual    497 (0.97x)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 37/31 (1.16x)
Testing distribution - Worst bias is the 18-bit window at bit 10 - 0.111%

Testing bit 10
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    474 (0.93x)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 32/31 (1.00x)
Testing collisions (low  32-bit) - Expected        511.9, actual    522 (1.02x) (11)
Testing collisions (low  24-36 bits) - Worst is 34 bits: 137/127 (1.07x)
Testing distribution - Worst bias is the 18-bit window at bit  9 - 0.096%

Testing bit 11
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    546 (1.07x) (35)
Testing collisions (high 24-36 bits) - Worst is 31 bits: 1092/1023 (1.07x)
Testing collisions (low  32-bit) - Expected        511.9, actual    516 (1.01x) (5)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 35/31 (1.09x)
Testing distribution - Worst bias is the 18-bit window at bit 20 - 0.070%

Testing bit 12
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    525 (1.03x) (14)
Testing collisions (high 24-36 bits) - Worst is 34 bits: 137/127 (1.07x)
Testing collisions (low  32-bit) - Expected        511.9, actual    518 (1.01x) (7)
Testing collisions (low  24-36 bits) - Worst is 34 bits: 135/127 (1.05x)
Testing distribution - Worst bias is the 18-bit window at bit 51 - 0.101%

Testing bit 13
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    506 (0.99x) (-5)
Testing collisions (high 24-36 bits) - Worst is 30 bits: 2062/2046 (1.01x)
Testing collisions (low  32-bit) - Expected        511.9, actual    520 (1.02x) (9)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 34/31 (1.06x)
Testing distribution - Worst bias is the 18-bit window at bit 46 - 0.068%

Testing bit 14
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    502 (0.98x) (-9)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 40/31 (1.25x)
Testing collisions (low  32-bit) - Expected        511.9, actual    556 (1.09x) (45)
Testing collisions (low  24-36 bits) - Worst is 32 bits: 556/511 (1.09x)
Testing distribution - Worst bias is the 18-bit window at bit 19 - 0.054%

Testing bit 15
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    453 (0.88x)
Testing collisions (high 24-36 bits) - Worst is 29 bits: 4101/4090 (1.00x)
Testing collisions (low  32-bit) - Expected        511.9, actual    474 (0.93x)
Testing collisions (low  24-36 bits) - Worst is 35 bits: 77/63 (1.20x)
Testing distribution - Worst bias is the 18-bit window at bit 57 - 0.092%

Testing bit 16
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    512 (1.00x) (1)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 34/31 (1.06x)
Testing collisions (low  32-bit) - Expected        511.9, actual    508 (0.99x) (-3)
Testing collisions (low  24-36 bits) - Worst is 28 bits: 8263/8170 (1.01x)
Testing distribution - Worst bias is the 18-bit window at bit 44 - 0.093%

Testing bit 17
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    494 (0.97x)
Testing collisions (high 24-36 bits) - Worst is 30 bits: 2058/2046 (1.01x)
Testing collisions (low  32-bit) - Expected        511.9, actual    511 (1.00x)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 40/31 (1.25x)
Testing distribution - Worst bias is the 18-bit window at bit 16 - 0.103%

Testing bit 18
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    511 (1.00x)
Testing collisions (high 24-36 bits) - Worst is 33 bits: 259/255 (1.01x)
Testing collisions (low  32-bit) - Expected        511.9, actual    484 (0.95x)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 35/31 (1.09x)
Testing distribution - Worst bias is the 18-bit window at bit 48 - 0.076%

Testing bit 19
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    498 (0.97x)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 67/63 (1.05x)
Testing collisions (low  32-bit) - Expected        511.9, actual    505 (0.99x) (-6)
Testing collisions (low  24-36 bits) - Worst is 34 bits: 136/127 (1.06x)
Testing distribution - Worst bias is the 17-bit window at bit 53 - 0.042%

Testing bit 20
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    539 (1.05x) (28)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 38/31 (1.19x)
Testing collisions (low  32-bit) - Expected        511.9, actual    507 (0.99x) (-4)
Testing collisions (low  24-36 bits) - Worst is 35 bits: 65/63 (1.02x)
Testing distribution - Worst bias is the 18-bit window at bit 54 - 0.053%

Testing bit 21
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    531 (1.04x) (20)
Testing collisions (high 24-36 bits) - Worst is 33 bits: 271/255 (1.06x)
Testing collisions (low  32-bit) - Expected        511.9, actual    511 (1.00x)
Testing collisions (low  24-36 bits) - Worst is 31 bits: 1036/1023 (1.01x)
Testing distribution - Worst bias is the 18-bit window at bit 25 - 0.062%

Testing bit 22
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    485 (0.95x)
Testing collisions (high 24-36 bits) - Worst is 29 bits: 4127/4090 (1.01x)
Testing collisions (low  32-bit) - Expected        511.9, actual    531 (1.04x) (20)
Testing collisions (low  24-36 bits) - Worst is 31 bits: 1078/1023 (1.05x)
Testing distribution - Worst bias is the 18-bit window at bit 63 - 0.065%

Testing bit 23
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    542 (1.06x) (31)
Testing collisions (high 24-36 bits) - Worst is 32 bits: 542/511 (1.06x)
Testing collisions (low  32-bit) - Expected        511.9, actual    510 (1.00x) (-1)
Testing collisions (low  24-36 bits) - Worst is 29 bits: 4148/4090 (1.01x)
Testing distribution - Worst bias is the 18-bit window at bit 47 - 0.081%

Testing bit 24
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    529 (1.03x) (18)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 44/31 (1.38x)
Testing collisions (low  32-bit) - Expected        511.9, actual    496 (0.97x)
Testing collisions (low  24-36 bits) - Worst is 30 bits: 2088/2046 (1.02x)
Testing distribution - Worst bias is the 18-bit window at bit 40 - 0.071%

Testing bit 25
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    492 (0.96x)
Testing collisions (high 24-36 bits) - Worst is 24 bits: 125857/125777 (1.00x)
Testing collisions (low  32-bit) - Expected        511.9, actual    497 (0.97x)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 39/31 (1.22x)
Testing distribution - Worst bias is the 18-bit window at bit 18 - 0.070%

Testing bit 26
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    531 (1.04x) (20)
Testing collisions (high 24-36 bits) - Worst is 32 bits: 531/511 (1.04x)
Testing collisions (low  32-bit) - Expected        511.9, actual    504 (0.98x) (-7)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 45/31 (1.41x)
Testing distribution - Worst bias is the 18-bit window at bit 28 - 0.070%

Testing bit 27
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    555 (1.08x) (44)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 72/63 (1.13x)
Testing collisions (low  32-bit) - Expected        511.9, actual    520 (1.02x) (9)
Testing collisions (low  24-36 bits) - Worst is 35 bits: 72/63 (1.13x)
Testing distribution - Worst bias is the 18-bit window at bit 58 - 0.097%

Testing bit 28
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    491 (0.96x)
Testing collisions (high 24-36 bits) - Worst is 29 bits: 4123/4090 (1.01x)
Testing collisions (low  32-bit) - Expected        511.9, actual    466 (0.91x)
Testing collisions (low  24-36 bits) - Worst is 27 bits: 16346/16298 (1.00x)
Testing distribution - Worst bias is the 18-bit window at bit 26 - 0.060%

Testing bit 29
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    520 (1.02x) (9)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 70/63 (1.09x)
Testing collisions (low  32-bit) - Expected        511.9, actual    547 (1.07x) (36)
Testing collisions (low  24-36 bits) - Worst is 35 bits: 80/63 (1.25x)
Testing distribution - Worst bias is the 18-bit window at bit 23 - 0.070%

Testing bit 30
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    504 (0.98x) (-7)
Testing collisions (high 24-36 bits) - Worst is 31 bits: 1032/1023 (1.01x)
Testing collisions (low  32-bit) - Expected        511.9, actual    504 (0.98x) (-7)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 37/31 (1.16x)
Testing distribution - Worst bias is the 18-bit window at bit 10 - 0.072%

Testing bit 31
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    474 (0.93x)
Testing collisions (high 24-36 bits) - Worst is 25 bits: 63889/64191 (1.00x)
Testing collisions (low  32-bit) - Expected        511.9, actual    523 (1.02x) (12)
Testing collisions (low  24-36 bits) - Worst is 35 bits: 74/63 (1.16x)
Testing distribution - Worst bias is the 18-bit window at bit 39 - 0.084%

Testing bit 32
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    532 (1.04x) (21)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 40/31 (1.25x)
Testing collisions (low  32-bit) - Expected        511.9, actual    561 (1.10x) (50)
Testing collisions (low  24-36 bits) - Worst is 34 bits: 158/127 (1.23x)
Testing distribution - Worst bias is the 18-bit window at bit  5 - 0.071%

Testing bit 33
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    473 (0.92x)
Testing collisions (high 24-36 bits) - Worst is 24 bits: 125661/125777 (1.00x)
Testing collisions (low  32-bit) - Expected        511.9, actual    489 (0.96x)
Testing collisions (low  24-36 bits) - Worst is 35 bits: 71/63 (1.11x)
Testing distribution - Worst bias is the 17-bit window at bit 58 - 0.050%

Testing bit 34
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    511 (1.00x)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 34/31 (1.06x)
Testing collisions (low  32-bit) - Expected        511.9, actual    534 (1.04x) (23)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 36/31 (1.13x)
Testing distribution - Worst bias is the 18-bit window at bit  0 - 0.064%

Testing bit 35
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    516 (1.01x) (5)
Testing collisions (high 24-36 bits) - Worst is 34 bits: 140/127 (1.09x)
Testing collisions (low  32-bit) - Expected        511.9, actual    537 (1.05x) (26)
Testing collisions (low  24-36 bits) - Worst is 31 bits: 1083/1023 (1.06x)
Testing distribution - Worst bias is the 18-bit window at bit 22 - 0.049%

Testing bit 36
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    466 (0.91x)
Testing collisions (high 24-36 bits) - Worst is 25 bits: 64750/64191 (1.01x)
Testing collisions (low  32-bit) - Expected        511.9, actual    478 (0.93x)
Testing collisions (low  24-36 bits) - Worst is 34 bits: 136/127 (1.06x)
Testing distribution - Worst bias is the 18-bit window at bit 20 - 0.071%

Testing bit 37
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    511 (1.00x)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 78/63 (1.22x)
Testing collisions (low  32-bit) - Expected        511.9, actual    504 (0.98x) (-7)
Testing collisions (low  24-36 bits) - Worst is 30 bits: 2092/2046 (1.02x)
Testing distribution - Worst bias is the 18-bit window at bit 27 - 0.057%

Testing bit 38
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    506 (0.99x) (-5)
Testing collisions (high 24-36 bits) - Worst is 29 bits: 4138/4090 (1.01x)
Testing collisions (low  32-bit) - Expected        511.9, actual    505 (0.99x) (-6)
Testing collisions (low  24-36 bits) - Worst is 35 bits: 74/63 (1.16x)
Testing distribution - Worst bias is the 18-bit window at bit  6 - 0.086%

Testing bit 39
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    510 (1.00x) (-1)
Testing collisions (high 24-36 bits) - Worst is 28 bits: 8203/8170 (1.00x)
Testing collisions (low  32-bit) - Expected        511.9, actual    490 (0.96x)
Testing collisions (low  24-36 bits) - Worst is 31 bits: 1063/1023 (1.04x)
Testing distribution - Worst bias is the 18-bit window at bit 31 - 0.054%

Testing bit 40
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    479 (0.94x)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 36/31 (1.13x)
Testing collisions (low  32-bit) - Expected        511.9, actual    490 (0.96x)
Testing collisions (low  24-36 bits) - Worst is 28 bits: 8248/8170 (1.01x)
Testing distribution - Worst bias is the 18-bit window at bit 14 - 0.105%

Testing bit 41
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    531 (1.04x) (20)
Testing collisions (high 24-36 bits) - Worst is 34 bits: 137/127 (1.07x)
Testing collisions (low  32-bit) - Expected        511.9, actual    532 (1.04x) (21)
Testing collisions (low  24-36 bits) - Worst is 33 bits: 277/255 (1.08x)
Testing distribution - Worst bias is the 18-bit window at bit 18 - 0.056%

Testing bit 42
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    542 (1.06x) (31)
Testing collisions (high 24-36 bits) - Worst is 32 bits: 542/511 (1.06x)
Testing collisions (low  32-bit) - Expected        511.9, actual    482 (0.94x)
Testing collisions (low  24-36 bits) - Worst is 35 bits: 66/63 (1.03x)
Testing distribution - Worst bias is the 18-bit window at bit  4 - 0.078%

Testing bit 43
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    516 (1.01x) (5)
Testing collisions (high 24-36 bits) - Worst is 31 bits: 1034/1023 (1.01x)
Testing collisions (low  32-bit) - Expected        511.9, actual    480 (0.94x)
Testing collisions (low  24-36 bits) - Worst is 28 bits: 8231/8170 (1.01x)
Testing distribution - Worst bias is the 18-bit window at bit 15 - 0.101%

Testing bit 44
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    538 (1.05x) (27)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 46/31 (1.44x)
Testing collisions (low  32-bit) - Expected        511.9, actual    529 (1.03x) (18)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 37/31 (1.16x)
Testing distribution - Worst bias is the 18-bit window at bit 36 - 0.067%

Testing bit 45
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    461 (0.90x)
Testing collisions (high 24-36 bits) - Worst is 25 bits: 63930/64191 (1.00x)
Testing collisions (low  32-bit) - Expected        511.9, actual    481 (0.94x)
Testing collisions (low  24-36 bits) - Worst is 24 bits: 125679/125777 (1.00x)
Testing distribution - Worst bias is the 18-bit window at bit  3 - 0.102%

Testing bit 46
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    521 (1.02x) (10)
Testing collisions (high 24-36 bits) - Worst is 34 bits: 159/127 (1.24x)
Testing collisions (low  32-bit) - Expected        511.9, actual    489 (0.96x)
Testing collisions (low  24-36 bits) - Worst is 30 bits: 2089/2046 (1.02x)
Testing distribution - Worst bias is the 18-bit window at bit 56 - 0.093%

Testing bit 47
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    500 (0.98x)
Testing collisions (high 24-36 bits) - Worst is 27 bits: 16362/16298 (1.00x)
Testing collisions (low  32-bit) - Expected        511.9, actual    464 (0.91x)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 36/31 (1.13x)
Testing distribution - Worst bias is the 18-bit window at bit 42 - 0.101%

Testing bit 48
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    570 (1.11x) (59)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 39/31 (1.22x)
Testing collisions (low  32-bit) - Expected        511.9, actual    552 (1.08x) (41)
Testing collisions (low  24-36 bits) - Worst is 35 bits: 73/63 (1.14x)
Testing distribution - Worst bias is the 18-bit window at bit 20 - 0.092%

Testing bit 49
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    477 (0.93x)
Testing collisions (high 24-36 bits) - Worst is 26 bits: 32618/32429 (1.01x)
Testing collisions (low  32-bit) - Expected        511.9, actual    462 (0.90x)
Testing collisions (low  24-36 bits) - Worst is 30 bits: 2050/2046 (1.00x)
Testing distribution - Worst bias is the 18-bit window at bit 18 - 0.097%

Testing bit 50
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    457 (0.89x)
Testing collisions (high 24-36 bits) - Worst is 27 bits: 16270/16298 (1.00x)
Testing collisions (low  32-bit) - Expected        511.9, actual    506 (0.99x) (-5)
Testing collisions (low  24-36 bits) - Worst is 34 bits: 136/127 (1.06x)
Testing distribution - Worst bias is the 18-bit window at bit 59 - 0.079%

Testing bit 51
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    528 (1.03x) (17)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 73/63 (1.14x)
Testing collisions (low  32-bit) - Expected        511.9, actual    503 (0.98x) (-8)
Testing collisions (low  24-36 bits) - Worst is 24 bits: 125530/125777 (1.00x)
Testing distribution - Worst bias is the 18-bit window at bit 60 - 0.068%

Testing bit 52
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    488 (0.95x)
Testing collisions (high 24-36 bits) - Worst is 33 bits: 260/255 (1.02x)
Testing collisions (low  32-bit) - Expected        511.9, actual    482 (0.94x)
Testing collisions (low  24-36 bits) - Worst is 28 bits: 8242/8170 (1.01x)
Testing distribution - Worst bias is the 18-bit window at bit 22 - 0.077%

Testing bit 53
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    529 (1.03x) (18)
Testing collisions (high 24-36 bits) - Worst is 33 bits: 272/255 (1.06x)
Testing collisions (low  32-bit) - Expected        511.9, actual    481 (0.94x)
Testing collisions (low  24-36 bits) - Worst is 26 bits: 32539/32429 (1.00x)
Testing distribution - Worst bias is the 18-bit window at bit 35 - 0.063%

Testing bit 54
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    528 (1.03x) (17)
Testing collisions (high 24-36 bits) - Worst is 33 bits: 268/255 (1.05x)
Testing collisions (low  32-bit) - Expected        511.9, actual    506 (0.99x) (-5)
Testing collisions (low  24-36 bits) - Worst is 31 bits: 1075/1023 (1.05x)
Testing distribution - Worst bias is the 18-bit window at bit 10 - 0.076%

Testing bit 55
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    497 (0.97x)
Testing collisions (high 24-36 bits) - Worst is 34 bits: 131/127 (1.02x)
Testing collisions (low  32-bit) - Expected        511.9, actual    511 (1.00x)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 41/31 (1.28x)
Testing distribution - Worst bias is the 18-bit window at bit 60 - 0.089%

Testing bit 56
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    501 (0.98x)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 68/63 (1.06x)
Testing collisions (low  32-bit) - Expected        511.9, actual    533 (1.04x) (22)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 36/31 (1.13x)
Testing distribution - Worst bias is the 18-bit window at bit 15 - 0.081%

Testing bit 57
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    490 (0.96x)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 36/31 (1.13x)
Testing collisions (low  32-bit) - Expected        511.9, actual    509 (0.99x) (-2)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 35/31 (1.09x)
Testing distribution - Worst bias is the 17-bit window at bit 41 - 0.055%

Testing bit 58
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    503 (0.98x) (-8)
Testing collisions (high 24-36 bits) - Worst is 28 bits: 8339/8170 (1.02x)
Testing collisions (low  32-bit) - Expected        511.9, actual    547 (1.07x) (36)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 54/31 (1.69x)
Testing distribution - Worst bias is the 18-bit window at bit 30 - 0.074%

Testing bit 59
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    588 (1.15x) (77)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 39/31 (1.22x)
Testing collisions (low  32-bit) - Expected        511.9, actual    494 (0.97x)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 40/31 (1.25x)
Testing distribution - Worst bias is the 18-bit window at bit 39 - 0.079%

Testing bit 60
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    522 (1.02x) (11)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 76/63 (1.19x)
Testing collisions (low  32-bit) - Expected        511.9, actual    508 (0.99x) (-3)
Testing collisions (low  24-36 bits) - Worst is 34 bits: 133/127 (1.04x)
Testing distribution - Worst bias is the 18-bit window at bit 37 - 0.067%

Testing bit 61
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    495 (0.97x)
Testing collisions (high 24-36 bits) - Worst is 26 bits: 32514/32429 (1.00x)
Testing collisions (low  32-bit) - Expected        511.9, actual    492 (0.96x)
Testing collisions (low  24-36 bits) - Worst is 34 bits: 129/127 (1.01x)
Testing distribution - Worst bias is the 18-bit window at bit 29 - 0.079%

Testing bit 62
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    559 (1.09x) (48)
Testing collisions (high 24-36 bits) - Worst is 32 bits: 559/511 (1.09x)
Testing collisions (low  32-bit) - Expected        511.9, actual    535 (1.05x) (24)
Testing collisions (low  24-36 bits) - Worst is 36 bits: 36/31 (1.13x)
Testing distribution - Worst bias is the 18-bit window at bit 52 - 0.071%

Testing bit 63
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected        511.9, actual    503 (0.98x) (-8)
Testing collisions (high 24-36 bits) - Worst is 30 bits: 2134/2046 (1.04x)
Testing collisions (low  32-bit) - Expected        511.9, actual    560 (1.09x) (49)
Testing collisions (low  24-36 bits) - Worst is 32 bits: 560/511 (1.09x)
Testing distribution - Worst bias is the 18-bit window at bit 17 - 0.086%


[[[ MomentChi2 Tests ]]]

Analyze hashes produced from a serie of linearly increasing numbers of 32-bit, using a step of 2 ... 
Target values to approximate : 38918200.000000 - 273633.333333 
4 threads starting...  done
Popcount 1 stats : 38918875.407122 - 273627.491607
Popcount 0 stats : 38918678.267977 - 273641.372864
MomentChi2 for bits 1 :   0.83356 
MomentChi2 for bits 0 :  0.417962 

Derivative stats (transition from 2 consecutive values) : 
Popcount 1 stats : 38918809.517463 - 273651.388293
Popcount 0 stats : 38918947.069218 - 273640.873604
MomentChi2 for deriv b1 :  0.678827 
MomentChi2 for deriv b0 :    1.0198 

  Great 


[[[ Prng Tests ]]]

Generating 33554432 random numbers : 
Testing collisions ( 64-bit) - Expected    0.0, actual      0 (0.00x)
Testing collisions (high 32-bit) - Expected     130731.3, actual 130759 (1.00x) (28)
Testing collisions (high 28-44 bits) - Worst is 44 bits: 40/31 (1.25x)
Testing collisions (low  32-bit) - Expected     130731.3, actual 130162 (1.00x) (-569)
Testing collisions (low  28-44 bits) - Worst is 44 bits: 38/31 (1.19x)

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

...........
Max bias 0.008280 - ( 67 :   9, 32)


[[[ BadSeeds Tests ]]]

Testing 0 internal secrets:
0x0 PASS