wyhash final 4 solve BadSeeds and PerlinNoiseAV test

[wangyi-fudan]

Dear rurban and the community:
Thank you for your discovery of BadSeeds and PerlinNoiseAV problems.
I identify that the problem due to unprotected seed.
With one additional MUM to protect the seed, all bugs are solved.
Cheers!
Yi Wang

[wangyi-fudan]

---

--- Testing wyhash "wyhash v3 (64-bit)" GOOD

[[[ Sanity Tests ]]]

Verification value 0x5495398C ....... FAIL! (Expected 0x67031d43)
Running sanity check 1 .......... PASS
Running AppendedZeroesTest .......... PASS

[[[ Speed Tests ]]]

Bulk speed test - 262144-byte keys
Alignment 7 - 11.812 bytes/cycle - 33793.46 MiB/sec @ 3 ghz
Alignment 6 - 11.818 bytes/cycle - 33812.32 MiB/sec @ 3 ghz
Alignment 5 - 11.812 bytes/cycle - 33795.32 MiB/sec @ 3 ghz
Alignment 4 - 11.815 bytes/cycle - 33804.02 MiB/sec @ 3 ghz
Alignment 3 - 11.816 bytes/cycle - 33805.35 MiB/sec @ 3 ghz
Alignment 2 - 11.812 bytes/cycle - 33795.00 MiB/sec @ 3 ghz
Alignment 1 - 11.814 bytes/cycle - 33799.29 MiB/sec @ 3 ghz
Alignment 0 - 11.827 bytes/cycle - 33836.64 MiB/sec @ 3 ghz
Average - 11.816 bytes/cycle - 33805.18 MiB/sec @ 3 ghz

Small key speed test - 1-byte keys - 15.34 cycles/hash
Small key speed test - 2-byte keys - 15.57 cycles/hash
Small key speed test - 3-byte keys - 15.70 cycles/hash
Small key speed test - 4-byte keys - 13.90 cycles/hash
Small key speed test - 5-byte keys - 14.16 cycles/hash
Small key speed test - 6-byte keys - 14.01 cycles/hash
Small key speed test - 7-byte keys - 13.96 cycles/hash
Small key speed test - 8-byte keys - 14.40 cycles/hash
Small key speed test - 9-byte keys - 13.93 cycles/hash
Small key speed test - 10-byte keys - 13.91 cycles/hash
Small key speed test - 11-byte keys - 14.35 cycles/hash
Small key speed test - 12-byte keys - 13.81 cycles/hash
Small key speed test - 13-byte keys - 13.55 cycles/hash
Small key speed test - 14-byte keys - 14.03 cycles/hash
Small key speed test - 15-byte keys - 13.92 cycles/hash
Small key speed test - 16-byte keys - 14.12 cycles/hash
Small key speed test - 17-byte keys - 16.55 cycles/hash
Small key speed test - 18-byte keys - 16.97 cycles/hash
Small key speed test - 19-byte keys - 16.68 cycles/hash
Small key speed test - 20-byte keys - 16.04 cycles/hash
Small key speed test - 21-byte keys - 16.68 cycles/hash
Small key speed test - 22-byte keys - 16.70 cycles/hash
Small key speed test - 23-byte keys - 16.84 cycles/hash
Small key speed test - 24-byte keys - 16.76 cycles/hash
Small key speed test - 25-byte keys - 16.62 cycles/hash
Small key speed test - 26-byte keys - 16.54 cycles/hash
Small key speed test - 27-byte keys - 16.56 cycles/hash
Small key speed test - 28-byte keys - 16.75 cycles/hash
Small key speed test - 29-byte keys - 16.59 cycles/hash
Small key speed test - 30-byte keys - 16.88 cycles/hash
Small key speed test - 31-byte keys - 16.46 cycles/hash
Average 15.428 cycles/hash

[[[ 'Hashmap' Speed Tests ]]]

std::unordered_map
Init std HashMapTest: 188.199 cycles/op (104334 inserts, 1% deletions)
Running std HashMapTest: 120.622 cycles/op (2.5 stdv)

greg7mdp/parallel-hashmap
Init fast HashMapTest: 136.915 cycles/op (104334 inserts, 1% deletions)
Running fast HashMapTest: 82.646 cycles/op (1.3 stdv) ....... PASS

[[[ Avalanche Tests ]]]

Testing 24-bit keys -> 64-bit hashes, 300000 reps.......... worst bias is 0.630667%
Testing 32-bit keys -> 64-bit hashes, 300000 reps.......... worst bias is 0.705333%
Testing 40-bit keys -> 64-bit hashes, 300000 reps.......... worst bias is 0.616667%
Testing 48-bit keys -> 64-bit hashes, 300000 reps.......... worst bias is 0.722000%
Testing 56-bit keys -> 64-bit hashes, 300000 reps.......... worst bias is 0.659333%
Testing 64-bit keys -> 64-bit hashes, 300000 reps.......... worst bias is 0.670000%
Testing 72-bit keys -> 64-bit hashes, 300000 reps.......... worst bias is 0.623333%
Testing 80-bit keys -> 64-bit hashes, 300000 reps.......... worst bias is 0.662000%
Testing 96-bit keys -> 64-bit hashes, 300000 reps.......... worst bias is 0.659333%
Testing 112-bit keys -> 64-bit hashes, 300000 reps.......... worst bias is 0.801333%
Testing 128-bit keys -> 64-bit hashes, 300000 reps.......... worst bias is 0.680667%
Testing 160-bit keys -> 64-bit hashes, 300000 reps.......... worst bias is 0.717333%
Testing 512-bit keys -> 64-bit hashes, 300000 reps.......... worst bias is 0.795333%
Testing 1024-bit keys -> 64-bit hashes, 300000 reps.......... worst bias is 0.769333%

[[[ 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 25 bits: 45/38 (1.18x)
Testing collisions (low 32-bit) - Expected 0.3, actual 0 (0.00x)
Testing collisions (low 19-25 bits) - Worst is 25 bits: 46/38 (1.20x)
Testing distribution - Worst bias is the 12-bit window at bit 56 - 0.381%

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 159 (0.84x)
Testing collisions (high 24-35 bits) - Worst is 25 bits: 23803/23794 (1.00x)
Testing collisions (low 32-bit) - Expected 188.2, actual 185 (0.98x) (-3)
Testing collisions (low 24-35 bits) - Worst is 35 bits: 25/23 (1.06x)
Testing distribution - Worst bias is the 17-bit window at bit 62 - 0.068%

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 2337 (0.99x) (-35)
Testing collisions (high 25-38 bits) - Worst is 37 bits: 90/74 (1.21x)
Testing collisions (low 32-bit) - Expected 2372.2, actual 2310 (0.97x)
Testing collisions (low 25-38 bits) - Worst is 36 bits: 164/148 (1.11x)
Testing distribution - Worst bias is the 19-bit window at bit 50 - 0.046%

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 2530 (1.03x) (70)
Testing collisions (high 25-38 bits) - Worst is 35 bits: 331/307 (1.08x)
Testing collisions (low 32-bit) - Expected 2460.8, actual 2494 (1.01x) (34)
Testing collisions (low 25-38 bits) - Worst is 37 bits: 92/76 (1.20x)
Testing distribution - Worst bias is the 19-bit window at bit 49 - 0.043%

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 23353 (1.00x) (-84)
Testing collisions (high 27-42 bits) - Worst is 42 bits: 26/22 (1.13x)
Testing collisions (low 32-bit) - Expected 23437.8, actual 23519 (1.00x) (82)
Testing collisions (low 27-42 bits) - Worst is 40 bits: 96/91 (1.05x)
Testing distribution - Worst bias is the 20-bit window at bit 6 - 0.026%

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 2057 (0.99x) (-11)
Testing collisions (high 25-38 bits) - Worst is 37 bits: 70/64 (1.08x)
Testing collisions (low 32-bit) - Expected 2069.0, actual 2017 (0.97x)
Testing collisions (low 25-38 bits) - Worst is 36 bits: 134/129 (1.04x)
Testing distribution - Worst bias is the 19-bit window at bit 23 - 0.055%

Keyset 'Sparse' - 64-bit keys with up to 5 bits set - 8303633 keys
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 8021.7, actual 8122 (1.01x) (101)
Testing collisions (high 26-40 bits) - Worst is 40 bits: 36/31 (1.15x)
Testing collisions (low 32-bit) - Expected 8021.7, actual 8066 (1.01x) (45)
Testing collisions (low 26-40 bits) - Worst is 40 bits: 35/31 (1.12x)
Testing distribution - Worst bias is the 20-bit window at bit 17 - 0.053%

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 26501 (1.00x) (50)
Testing collisions (high 27-42 bits) - Worst is 41 bits: 60/51 (1.16x)
Testing collisions (low 32-bit) - Expected 26451.8, actual 26227 (0.99x) (-224)
Testing collisions (low 27-42 bits) - Worst is 42 bits: 31/25 (1.20x)
Testing distribution - Worst bias is the 20-bit window at bit 44 - 0.017%

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 1426 (1.02x) (26)
Testing collisions (high 25-38 bits) - Worst is 34 bits: 364/350 (1.04x)
Testing collisions (low 32-bit) - Expected 1401.0, actual 1378 (0.98x) (-22)
Testing collisions (low 25-38 bits) - Worst is 36 bits: 91/87 (1.04x)
Testing distribution - Worst bias is the 19-bit window at bit 34 - 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 84639 (1.00x) (93)
Testing collisions (high 28-44 bits) - Worst is 43 bits: 48/41 (1.16x)
Testing collisions (low 32-bit) - Expected 84546.1, actual 84317 (1.00x) (-229)
Testing collisions (low 28-44 bits) - Worst is 43 bits: 52/41 (1.26x)
Testing distribution - Worst bias is the 20-bit window at bit 15 - 0.015%

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 912 (1.00x) (2)
Testing collisions (high 25-37 bits) - Worst is 37 bits: 38/28 (1.34x)
Testing collisions (low 32-bit) - Expected 910.2, actual 876 (0.96x)
Testing collisions (low 25-37 bits) - Worst is 37 bits: 36/28 (1.27x)
Testing distribution - Worst bias is the 19-bit window at bit 27 - 0.080%

Keyset 'Sparse' - 512-bit keys with up to 3 bits set - 22370049 keys
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 58155.4, actual 58423 (1.00x) (268)
Testing collisions (high 28-43 bits) - Worst is 38 bits: 939/910 (1.03x)
Testing collisions (low 32-bit) - Expected 58155.4, actual 58348 (1.00x) (193)
Testing collisions (low 28-43 bits) - Worst is 37 bits: 1854/1820 (1.02x)
Testing distribution - Worst bias is the 20-bit window at bit 32 - 0.010%

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 31 (0.97x)
Testing collisions (high 22-32 bits) - Worst is 30 bits: 140/128 (1.09x)
Testing collisions (low 32-bit) - Expected 32.1, actual 25 (0.78x)
Testing collisions (low 22-32 bits) - Worst is 31 bits: 68/64 (1.06x)
Testing distribution - Worst bias is the 16-bit window at bit 57 - 0.103%

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 540 (1.05x) (28)
Testing collisions (high 24-36 bits) - Worst is 34 bits: 146/128 (1.14x)
Testing collisions (low 32-bit) - Expected 512.4, actual 498 (0.97x)
Testing collisions (low 24-36 bits) - Worst is 34 bits: 135/128 (1.05x)
Testing distribution - Worst bias is the 18-bit window at bit 34 - 0.069%

[[[ 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 644 (0.96x)
Testing collisions (high 24-37 bits) - Worst is 28 bits: 10720/10667 (1.00x)
Testing collisions (low 32-bit) - Expected 668.6, actual 706 (1.06x) (38)
Testing collisions (low 24-37 bits) - Worst is 37 bits: 34/20 (1.63x)
Testing distribution - Worst bias is the 18-bit window at bit 24 - 0.097%

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 674 (1.01x) (6)
Testing collisions (high 24-37 bits) - Worst is 35 bits: 90/83 (1.08x)
Testing collisions (low 32-bit) - Expected 668.6, actual 703 (1.05x) (35)
Testing collisions (low 24-37 bits) - Worst is 37 bits: 28/20 (1.34x)
Testing distribution - Worst bias is the 18-bit window at bit 30 - 0.045%

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 17134 (0.99x) (-188)
Testing collisions (high 27-41 bits) - Worst is 39 bits: 164/135 (1.21x)
Testing collisions (low 32-bit) - Expected 17322.9, actual 17368 (1.00x) (46)
Testing collisions (low 27-41 bits) - Worst is 31 bits: 34874/34613 (1.01x)
Testing distribution - Worst bias is the 20-bit window at bit 21 - 0.032%

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 8124 (0.99x) (-62)
Testing collisions (high 26-40 bits) - Worst is 33 bits: 4106/4094 (1.00x)
Testing collisions (low 32-bit) - Expected 8186.7, actual 8147 (1.00x) (-39)
Testing collisions (low 26-40 bits) - Worst is 35 bits: 1095/1023 (1.07x)
Testing distribution - Worst bias is the 20-bit window at bit 42 - 0.038%

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 8166 (1.00x) (-20)
Testing collisions (high 26-40 bits) - Worst is 40 bits: 36/31 (1.13x)
Testing collisions (low 32-bit) - Expected 8186.7, actual 8141 (0.99x) (-45)
Testing collisions (low 26-40 bits) - Worst is 36 bits: 521/511 (1.02x)
Testing distribution - Worst bias is the 20-bit window at bit 35 - 0.041%

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 8137 (0.99x) (-49)
Testing collisions (high 26-40 bits) - Worst is 38 bits: 136/127 (1.06x)
Testing collisions (low 32-bit) - Expected 8186.7, actual 8273 (1.01x) (87)
Testing collisions (low 26-40 bits) - Worst is 38 bits: 133/127 (1.04x)
Testing distribution - Worst bias is the 19-bit window at bit 55 - 0.033%

Combination 0x000000000000001 Tests:
Keyset 'Combination' - up to 22 blocks from a set of 2 - 8388606 keys
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 8186.7, actual 8245 (1.01x) (59)
Testing collisions (high 26-40 bits) - Worst is 40 bits: 47/31 (1.47x)
Testing collisions (low 32-bit) - Expected 8186.7, actual 8270 (1.01x) (84)
Testing collisions (low 26-40 bits) - Worst is 39 bits: 79/63 (1.23x)
Testing distribution - Worst bias is the 20-bit window at bit 39 - 0.033%

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 8235 (1.01x) (49)
Testing collisions (high 26-40 bits) - Worst is 39 bits: 65/63 (1.02x)
Testing collisions (low 32-bit) - Expected 8186.7, actual 8093 (0.99x) (-93)
Testing collisions (low 26-40 bits) - Worst is 37 bits: 279/255 (1.09x)
Testing distribution - Worst bias is the 20-bit window at bit 40 - 0.050%

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 8061 (0.98x) (-125)
Testing collisions (high 26-40 bits) - Worst is 40 bits: 42/31 (1.31x)
Testing collisions (low 32-bit) - Expected 8186.7, actual 8148 (1.00x) (-38)
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 59 - 0.039%

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 8295 (1.01x) (109)
Testing collisions (high 26-40 bits) - Worst is 39 bits: 71/63 (1.11x)
Testing collisions (low 32-bit) - Expected 8186.7, actual 8272 (1.01x) (86)
Testing collisions (low 26-40 bits) - Worst is 36 bits: 533/511 (1.04x)
Testing distribution - Worst bias is the 19-bit window at bit 20 - 0.030%

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 8324 (1.02x) (138)
Testing collisions (high 26-40 bits) - Worst is 32 bits: 8324/8186 (1.02x)
Testing collisions (low 32-bit) - Expected 8186.7, actual 8177 (1.00x) (-9)
Testing collisions (low 26-40 bits) - Worst is 40 bits: 49/31 (1.53x)
Testing distribution - Worst bias is the 20-bit window at bit 63 - 0.045%

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 8220 (1.00x) (34)
Testing collisions (high 26-40 bits) - Worst is 40 bits: 41/31 (1.28x)
Testing collisions (low 32-bit) - Expected 8186.7, actual 8163 (1.00x) (-23)
Testing collisions (low 26-40 bits) - Worst is 40 bits: 37/31 (1.16x)
Testing distribution - Worst bias is the 20-bit window at bit 34 - 0.029%

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 8076 (0.99x) (-110)
Testing collisions (high 26-40 bits) - Worst is 35 bits: 1053/1023 (1.03x)
Testing collisions (low 32-bit) - Expected 8186.7, actual 8211 (1.00x) (25)
Testing collisions (low 26-40 bits) - Worst is 35 bits: 1076/1023 (1.05x)
Testing distribution - Worst bias is the 20-bit window at bit 7 - 0.031%

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 8232 (1.01x) (46)
Testing collisions (high 26-40 bits) - Worst is 40 bits: 42/31 (1.31x)
Testing collisions (low 32-bit) - Expected 8186.7, actual 8289 (1.01x) (103)
Testing collisions (low 26-40 bits) - Worst is 34 bits: 2109/2047 (1.03x)
Testing distribution - Worst bias is the 20-bit window at bit 19 - 0.037%

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 8235 (1.01x) (49)
Testing collisions (high 26-40 bits) - Worst is 40 bits: 37/31 (1.16x)
Testing collisions (low 32-bit) - Expected 8186.7, actual 8379 (1.02x) (193)
Testing collisions (low 26-40 bits) - Worst is 35 bits: 1099/1023 (1.07x)
Testing distribution - Worst bias is the 20-bit window at bit 17 - 0.039%

[[[ 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 134 (1.15x) (18)
Testing collisions (high 23-34 bits) - Worst is 33 bits: 78/58 (1.34x)
Testing collisions (low 32-bit) - Expected 116.4, actual 133 (1.14x) (17)
Testing collisions (low 23-34 bits) - Worst is 34 bits: 36/29 (1.24x)
Testing distribution - Worst bias is the 17-bit window at bit 38 - 0.121%

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 94 (0.81x)
Testing collisions (high 23-34 bits) - Worst is 23 bits: 56891/57305 (0.99x)
Testing collisions (low 32-bit) - Expected 116.4, actual 129 (1.11x) (13)
Testing collisions (low 23-34 bits) - Worst is 32 bits: 129/116 (1.11x)
Testing distribution - Worst bias is the 17-bit window at bit 25 - 0.104%

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 129 (1.11x) (13)
Testing collisions (high 23-34 bits) - Worst is 33 bits: 68/58 (1.17x)
Testing collisions (low 32-bit) - Expected 116.4, actual 111 (0.95x)
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 18 - 0.114%

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 135 (1.16x) (19)
Testing collisions (high 23-34 bits) - Worst is 32 bits: 135/116 (1.16x)
Testing collisions (low 32-bit) - Expected 116.4, actual 117 (1.01x) (1)
Testing collisions (low 23-34 bits) - Worst is 32 bits: 117/116 (1.01x)
Testing distribution - Worst bias is the 17-bit window at bit 60 - 0.141%

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 121 (1.04x) (5)
Testing collisions (high 23-34 bits) - Worst is 32 bits: 121/116 (1.04x)
Testing collisions (low 32-bit) - Expected 116.4, actual 117 (1.01x) (1)
Testing collisions (low 23-34 bits) - Worst is 31 bits: 235/232 (1.01x)
Testing distribution - Worst bias is the 17-bit window at bit 15 - 0.110%

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 98 (0.84x)
Testing collisions (high 23-34 bits) - Worst is 26 bits: 7428/7413 (1.00x)
Testing collisions (low 32-bit) - Expected 116.4, actual 128 (1.10x) (12)
Testing collisions (low 23-34 bits) - Worst is 34 bits: 34/29 (1.17x)
Testing distribution - Worst bias is the 17-bit window at bit 35 - 0.129%

[[[ 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 51 (1.03x) (2)
Testing collisions (high 23-33 bits) - Worst is 30 bits: 213/198 (1.07x)
Testing collisions (low 32-bit) - Expected 49.6, actual 50 (1.01x) (1)
Testing collisions (low 23-33 bits) - Worst is 31 bits: 117/99 (1.18x)
Testing distribution - Worst bias is the 16-bit window at bit 34 - 0.142%

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 3419 (0.98x) (-64)
Testing collisions (high 26-39 bits) - Worst is 30 bits: 13953/13914 (1.00x)
Testing collisions (low 32-bit) - Expected 3483.1, actual 3485 (1.00x) (2)
Testing collisions (low 26-39 bits) - Worst is 36 bits: 241/217 (1.11x)
Testing distribution - Worst bias is the 20-bit window at bit 29 - 0.075%

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 39915 (0.99x) (-374)
Testing collisions (high 27-42 bits) - Worst is 30 bits: 160746/160462 (1.00x)
Testing collisions (low 32-bit) - Expected 40289.5, actual 40085 (0.99x) (-204)
Testing collisions (low 27-42 bits) - Worst is 40 bits: 167/157 (1.06x)
Testing distribution - Worst bias is the 20-bit window at bit 32 - 0.018%

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 226683 (1.00x) (-499)
Testing collisions (high 29-45 bits) - Worst is 39 bits: 1812/1780 (1.02x)
Testing collisions (low 32-bit) - Expected 227182.3, actual 226267 (1.00x) (-915)
Testing collisions (low 29-45 bits) - Worst is 45 bits: 37/27 (1.33x)
Testing distribution - Worst bias is the 20-bit window at bit 7 - 0.009%

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 865364 (1.00x) (-595)
Testing collisions (high 30-47 bits) - Worst is 43 bits: 437/425 (1.03x)
Testing collisions (low 32-bit) - Expected 865959.1, actual 865432 (1.00x) (-527)
Testing collisions (low 30-47 bits) - Worst is 45 bits: 120/106 (1.13x)
Testing distribution - Worst bias is the 20-bit window at bit 54 - 0.005%

[[[ Keyset 'Text' Tests ]]]

Keyset 'Text' - keys of form "FooXXXXBar" - 14776336 keys
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 25389.0, actual 25281 (1.00x) (-108)
Testing collisions (high 27-42 bits) - Worst is 40 bits: 115/99 (1.16x)
Testing collisions (low 32-bit) - Expected 25389.0, actual 25396 (1.00x) (7)
Testing collisions (low 27-42 bits) - Worst is 42 bits: 33/24 (1.33x)
Testing distribution - Worst bias is the 20-bit window at bit 59 - 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 25292 (1.00x) (-97)
Testing collisions (high 27-42 bits) - Worst is 41 bits: 58/49 (1.17x)
Testing collisions (low 32-bit) - Expected 25389.0, actual 25354 (1.00x) (-35)
Testing collisions (low 27-42 bits) - Worst is 42 bits: 28/24 (1.13x)
Testing distribution - Worst bias is the 20-bit window at bit 21 - 0.027%

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 25342 (1.00x) (-47)
Testing collisions (high 27-42 bits) - Worst is 40 bits: 107/99 (1.08x)
Testing collisions (low 32-bit) - Expected 25389.0, actual 25108 (0.99x) (-281)
Testing collisions (low 27-42 bits) - Worst is 37 bits: 818/794 (1.03x)
Testing distribution - Worst bias is the 20-bit window at bit 53 - 0.026%

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 1800 (0.97x)
Testing collisions (high 25-38 bits) - Worst is 38 bits: 32/29 (1.10x)
Testing collisions (low 32-bit) - Expected 1862.1, actual 1885 (1.01x) (23)
Testing collisions (low 25-38 bits) - Worst is 34 bits: 482/465 (1.04x)
Testing distribution - Worst bias is the 18-bit window at bit 24 - 0.051%

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 1797 (0.97x)
Testing collisions (high 25-38 bits) - Worst is 29 bits: 14915/14864 (1.00x)
Testing collisions (low 32-bit) - Expected 1862.1, actual 1793 (0.96x)
Testing collisions (low 25-38 bits) - Worst is 28 bits: 29806/29654 (1.01x)
Testing distribution - Worst bias is the 19-bit window at bit 39 - 0.067%

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 1 (0.79x)
Testing collisions (high 20-28 bits) - Worst is 24 bits: 337/323 (1.04x)
Testing collisions (low 32-bit) - Expected 1.3, actual 3 (2.37x) (2) !
Testing collisions (low 20-28 bits) - Worst is 28 bits: 29/20 (1.43x)
Testing distribution - Worst bias is the 14-bit window at bit 48 - 0.455%

[[[ Keyset 'Zeroes' Tests ]]]

Keyset 'Zeroes' - 204800 keys
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 4.9, actual 4 (0.82x)
Testing collisions (high 21-29 bits) - Worst is 26 bits: 316/312 (1.01x)
Testing collisions (low 32-bit) - Expected 4.9, actual 2 (0.41x)
Testing collisions (low 21-29 bits) - Worst is 23 bits: 2506/2479 (1.01x)
Testing distribution - Worst bias is the 15-bit window at bit 24 - 0.402%

[[[ Keyset 'Seed' Tests ]]]

Keyset 'Seed' - 5000000 keys
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 2909.3, actual 2812 (0.97x)
Testing collisions (high 26-39 bits) - Worst is 37 bits: 91/90 (1.00x)
Testing collisions (low 32-bit) - Expected 2909.3, actual 2908 (1.00x) (-1)
Testing collisions (low 26-39 bits) - Worst is 35 bits: 374/363 (1.03x)
Testing distribution - Worst bias is the 19-bit window at bit 7 - 0.044%

[[[ Keyset 'PerlinNoise' Tests ]]]

Testing 16777216 coordinates (L2) :
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 32725.4, actual 32731 (1.00x) (6)
Testing collisions (high 27-42 bits) - Worst is 39 bits: 261/255 (1.02x)
Testing collisions (low 32-bit) - Expected 32725.4, actual 32727 (1.00x) (2)
Testing collisions (low 27-42 bits) - Worst is 38 bits: 558/511 (1.09x)

Testing AV variant, 128 count with 4 spacing, 4-12:
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 1116.2, actual 1129 (1.01x) (13)
Testing collisions (high 25-37 bits) - Worst is 37 bits: 39/34 (1.12x)
Testing collisions (low 32-bit) - Expected 1116.2, actual 1057 (0.95x)
Testing collisions (low 25-37 bits) - Worst is 25 bits: 138344/138605 (1.00x)

[[[ 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 549 (1.07x) (38)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 76/63 (1.19x)
Testing collisions (low 32-bit) - Expected 511.9, actual 536 (1.05x) (25)
Testing collisions (low 24-36 bits) - Worst is 31 bits: 1073/1023 (1.05x)
Testing distribution - Worst bias is the 18-bit window at bit 38 - 0.056%

Testing bit 1
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 554 (1.08x) (43)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 38/31 (1.19x)
Testing collisions (low 32-bit) - Expected 511.9, actual 511 (1.00x)
Testing collisions (low 24-36 bits) - Worst is 35 bits: 70/63 (1.09x)
Testing distribution - Worst bias is the 18-bit window at bit 17 - 0.093%

Testing bit 2
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 486 (0.95x)
Testing collisions (high 24-36 bits) - Worst is 34 bits: 136/127 (1.06x)
Testing collisions (low 32-bit) - Expected 511.9, actual 499 (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 61 - 0.061%

Testing bit 3
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 504 (0.98x) (-7)
Testing collisions (high 24-36 bits) - Worst is 33 bits: 261/255 (1.02x)
Testing collisions (low 32-bit) - Expected 511.9, actual 523 (1.02x) (12)
Testing collisions (low 24-36 bits) - Worst is 30 bits: 2146/2046 (1.05x)
Testing distribution - Worst bias is the 18-bit window at bit 59 - 0.078%

Testing bit 4
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 32 bits: 520/511 (1.02x)
Testing collisions (low 32-bit) - Expected 511.9, actual 534 (1.04x) (23)
Testing collisions (low 24-36 bits) - Worst is 35 bits: 67/63 (1.05x)
Testing distribution - Worst bias is the 18-bit window at bit 59 - 0.079%

Testing bit 5
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 25 bits: 64156/64191 (1.00x)
Testing collisions (low 32-bit) - Expected 511.9, actual 497 (0.97x)
Testing collisions (low 24-36 bits) - Worst is 33 bits: 264/255 (1.03x)
Testing distribution - Worst bias is the 18-bit window at bit 45 - 0.075%

Testing bit 6
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 554 (1.08x) (43)
Testing collisions (high 24-36 bits) - Worst is 33 bits: 281/255 (1.10x)
Testing collisions (low 32-bit) - Expected 511.9, actual 492 (0.96x)
Testing collisions (low 24-36 bits) - Worst is 36 bits: 33/31 (1.03x)
Testing distribution - Worst bias is the 18-bit window at bit 14 - 0.080%

Testing bit 7
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 543 (1.06x) (32)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 42/31 (1.31x)
Testing collisions (low 32-bit) - Expected 511.9, actual 503 (0.98x) (-8)
Testing collisions (low 24-36 bits) - Worst is 36 bits: 37/31 (1.16x)
Testing distribution - Worst bias is the 18-bit window at bit 24 - 0.090%

Testing bit 8
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 509 (0.99x) (-2)
Testing collisions (high 24-36 bits) - Worst is 33 bits: 281/255 (1.10x)
Testing collisions (low 32-bit) - Expected 511.9, actual 508 (0.99x) (-3)
Testing collisions (low 24-36 bits) - Worst is 36 bits: 34/31 (1.06x)
Testing distribution - Worst bias is the 17-bit window at bit 45 - 0.054%

Testing bit 9
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 545 (1.06x) (34)
Testing collisions (high 24-36 bits) - Worst is 31 bits: 1098/1023 (1.07x)
Testing collisions (low 32-bit) - Expected 511.9, actual 502 (0.98x) (-9)
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 56 - 0.098%

Testing bit 10
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 524 (1.02x) (13)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 37/31 (1.16x)
Testing collisions (low 32-bit) - Expected 511.9, actual 514 (1.00x) (3)
Testing collisions (low 24-36 bits) - Worst is 36 bits: 34/31 (1.06x)
Testing distribution - Worst bias is the 17-bit window at bit 26 - 0.086%

Testing bit 11
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 561 (1.10x) (50)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 38/31 (1.19x)
Testing collisions (low 32-bit) - Expected 511.9, actual 518 (1.01x) (7)
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 27 - 0.079%

Testing bit 12
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 534 (1.04x) (23)
Testing collisions (high 24-36 bits) - Worst is 34 bits: 139/127 (1.09x)
Testing collisions (low 32-bit) - Expected 511.9, actual 483 (0.94x)
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 13 - 0.079%

Testing bit 13
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 33 bits: 259/255 (1.01x)
Testing collisions (low 32-bit) - Expected 511.9, actual 503 (0.98x) (-8)
Testing collisions (low 24-36 bits) - Worst is 25 bits: 64492/64191 (1.00x)
Testing distribution - Worst bias is the 17-bit window at bit 21 - 0.071%

Testing bit 14
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 527 (1.03x) (16)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 38/31 (1.19x)
Testing collisions (low 32-bit) - Expected 511.9, actual 481 (0.94x)
Testing collisions (low 24-36 bits) - Worst is 31 bits: 1023/1023 (1.00x)
Testing distribution - Worst bias is the 18-bit window at bit 34 - 0.059%

Testing bit 15
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 557 (1.09x) (46)
Testing collisions (high 24-36 bits) - Worst is 34 bits: 140/127 (1.09x)
Testing collisions (low 32-bit) - Expected 511.9, actual 475 (0.93x)
Testing collisions (low 24-36 bits) - Worst is 34 bits: 130/127 (1.02x)
Testing distribution - Worst bias is the 18-bit window at bit 45 - 0.069%

Testing bit 16
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 493 (0.96x)
Testing collisions (high 24-36 bits) - Worst is 27 bits: 16502/16298 (1.01x)
Testing collisions (low 32-bit) - Expected 511.9, actual 496 (0.97x)
Testing collisions (low 24-36 bits) - Worst is 27 bits: 16562/16298 (1.02x)
Testing distribution - Worst bias is the 18-bit window at bit 18 - 0.079%

Testing bit 17
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 547 (1.07x) (36)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 70/63 (1.09x)
Testing collisions (low 32-bit) - Expected 511.9, actual 492 (0.96x)
Testing collisions (low 24-36 bits) - Worst is 30 bits: 2097/2046 (1.02x)
Testing distribution - Worst bias is the 18-bit window at bit 7 - 0.089%

Testing bit 18
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 34 bits: 135/127 (1.05x)
Testing collisions (low 32-bit) - Expected 511.9, actual 541 (1.06x) (30)
Testing collisions (low 24-36 bits) - Worst is 32 bits: 541/511 (1.06x)
Testing distribution - Worst bias is the 18-bit window at bit 41 - 0.063%

Testing bit 19
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 34 bits: 137/127 (1.07x)
Testing collisions (low 32-bit) - Expected 511.9, actual 487 (0.95x)
Testing collisions (low 24-36 bits) - Worst is 35 bits: 75/63 (1.17x)
Testing distribution - Worst bias is the 18-bit window at bit 7 - 0.090%

Testing bit 20
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 569 (1.11x) (58)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 79/63 (1.23x)
Testing collisions (low 32-bit) - Expected 511.9, actual 528 (1.03x) (17)
Testing collisions (low 24-36 bits) - Worst is 33 bits: 284/255 (1.11x)
Testing distribution - Worst bias is the 18-bit window at bit 15 - 0.085%

Testing bit 21
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 34 bits: 131/127 (1.02x)
Testing collisions (low 32-bit) - Expected 511.9, actual 480 (0.94x)
Testing collisions (low 24-36 bits) - Worst is 36 bits: 35/31 (1.09x)
Testing distribution - Worst bias is the 18-bit window at bit 50 - 0.104%

Testing bit 22
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 527 (1.03x) (16)
Testing collisions (high 24-36 bits) - Worst is 32 bits: 527/511 (1.03x)
Testing collisions (low 32-bit) - Expected 511.9, actual 484 (0.95x)
Testing collisions (low 24-36 bits) - Worst is 30 bits: 2112/2046 (1.03x)
Testing distribution - Worst bias is the 18-bit window at bit 8 - 0.086%

Testing bit 23
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 519 (1.01x) (8)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 65/63 (1.02x)
Testing collisions (low 32-bit) - Expected 511.9, actual 511 (1.00x)
Testing collisions (low 24-36 bits) - Worst is 36 bits: 42/31 (1.31x)
Testing distribution - Worst bias is the 18-bit window at bit 58 - 0.062%

Testing bit 24
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 478 (0.93x)
Testing collisions (high 24-36 bits) - Worst is 25 bits: 64258/64191 (1.00x)
Testing collisions (low 32-bit) - Expected 511.9, actual 456 (0.89x)
Testing collisions (low 24-36 bits) - Worst is 26 bits: 32590/32429 (1.00x)
Testing distribution - Worst bias is the 18-bit window at bit 60 - 0.095%

Testing bit 25
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 36 bits: 36/31 (1.13x)
Testing collisions (low 32-bit) - Expected 511.9, actual 506 (0.99x) (-5)
Testing collisions (low 24-36 bits) - Worst is 36 bits: 34/31 (1.06x)
Testing distribution - Worst bias is the 18-bit window at bit 26 - 0.070%

Testing bit 26
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 519 (1.01x) (8)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 72/63 (1.13x)
Testing collisions (low 32-bit) - Expected 511.9, actual 513 (1.00x) (2)
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 27 - 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 513 (1.00x) (2)
Testing collisions (high 24-36 bits) - Worst is 30 bits: 2091/2046 (1.02x)
Testing collisions (low 32-bit) - Expected 511.9, actual 531 (1.04x) (20)
Testing collisions (low 24-36 bits) - Worst is 35 bits: 68/63 (1.06x)
Testing distribution - Worst bias is the 18-bit window at bit 51 - 0.096%

Testing bit 28
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 515 (1.01x) (4)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 70/63 (1.09x)
Testing collisions (low 32-bit) - Expected 511.9, actual 540 (1.05x) (29)
Testing collisions (low 24-36 bits) - Worst is 33 bits: 285/255 (1.11x)
Testing distribution - Worst bias is the 18-bit window at bit 33 - 0.059%

Testing bit 29
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 35 bits: 73/63 (1.14x)
Testing collisions (low 32-bit) - Expected 511.9, actual 547 (1.07x) (36)
Testing collisions (low 24-36 bits) - Worst is 35 bits: 76/63 (1.19x)
Testing distribution - Worst bias is the 18-bit window at bit 39 - 0.074%

Testing bit 30
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 537 (1.05x) (26)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 36/31 (1.13x)
Testing collisions (low 32-bit) - Expected 511.9, actual 539 (1.05x) (28)
Testing collisions (low 24-36 bits) - Worst is 31 bits: 1091/1023 (1.07x)
Testing distribution - Worst bias is the 18-bit window at bit 9 - 0.064%

Testing bit 31
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 27 bits: 16332/16298 (1.00x)
Testing collisions (low 32-bit) - Expected 511.9, actual 509 (0.99x) (-2)
Testing collisions (low 24-36 bits) - Worst is 33 bits: 267/255 (1.04x)
Testing distribution - Worst bias is the 16-bit window at bit 34 - 0.058%

Testing bit 32
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 35 bits: 72/63 (1.13x)
Testing collisions (low 32-bit) - Expected 511.9, actual 462 (0.90x)
Testing collisions (low 24-36 bits) - Worst is 31 bits: 1026/1023 (1.00x)
Testing distribution - Worst bias is the 18-bit window at bit 56 - 0.077%

Testing bit 33
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 519 (1.01x) (8)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 42/31 (1.31x)
Testing collisions (low 32-bit) - Expected 511.9, actual 526 (1.03x) (15)
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 19 - 0.061%

Testing bit 34
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 510 (1.00x) (-1)
Testing collisions (high 24-36 bits) - Worst is 30 bits: 2063/2046 (1.01x)
Testing collisions (low 32-bit) - Expected 511.9, actual 472 (0.92x)
Testing collisions (low 24-36 bits) - Worst is 27 bits: 16324/16298 (1.00x)
Testing distribution - Worst bias is the 18-bit window at bit 58 - 0.114%

Testing bit 35
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 31 bits: 1055/1023 (1.03x)
Testing collisions (low 32-bit) - Expected 511.9, actual 523 (1.02x) (12)
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 47 - 0.069%

Testing bit 36
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 506 (0.99x) (-5)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 69/63 (1.08x)
Testing collisions (low 32-bit) - Expected 511.9, actual 492 (0.96x)
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 45 - 0.081%

Testing bit 37
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 24 bits: 125424/125777 (1.00x)
Testing collisions (low 32-bit) - Expected 511.9, actual 545 (1.06x) (34)
Testing collisions (low 24-36 bits) - Worst is 32 bits: 545/511 (1.06x)
Testing distribution - Worst bias is the 18-bit window at bit 51 - 0.089%

Testing bit 38
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 489 (0.96x)
Testing collisions (high 24-36 bits) - Worst is 28 bits: 8297/8170 (1.02x)
Testing collisions (low 32-bit) - Expected 511.9, actual 510 (1.00x) (-1)
Testing collisions (low 24-36 bits) - Worst is 36 bits: 38/31 (1.19x)
Testing distribution - Worst bias is the 18-bit window at bit 58 - 0.059%

Testing bit 39
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 475 (0.93x)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 67/63 (1.05x)
Testing collisions (low 32-bit) - Expected 511.9, actual 437 (0.85x)
Testing collisions (low 24-36 bits) - Worst is 24 bits: 125660/125777 (1.00x)
Testing distribution - Worst bias is the 18-bit window at bit 52 - 0.080%

Testing bit 40
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 36 bits: 37/31 (1.16x)
Testing collisions (low 32-bit) - Expected 511.9, actual 509 (0.99x) (-2)
Testing collisions (low 24-36 bits) - Worst is 34 bits: 157/127 (1.23x)
Testing distribution - Worst bias is the 18-bit window at bit 11 - 0.075%

Testing bit 41
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 36 bits: 38/31 (1.19x)
Testing collisions (low 32-bit) - Expected 511.9, actual 541 (1.06x) (30)
Testing collisions (low 24-36 bits) - Worst is 34 bits: 140/127 (1.09x)
Testing distribution - Worst bias is the 17-bit window at bit 9 - 0.046%

Testing bit 42
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 543 (1.06x) (32)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 39/31 (1.22x)
Testing collisions (low 32-bit) - Expected 511.9, actual 510 (1.00x) (-1)
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 39 - 0.097%

Testing bit 43
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: 69/63 (1.08x)
Testing collisions (low 32-bit) - Expected 511.9, actual 505 (0.99x) (-6)
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 57 - 0.090%

Testing bit 44
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 35 bits: 69/63 (1.08x)
Testing collisions (low 32-bit) - Expected 511.9, actual 511 (1.00x)
Testing collisions (low 24-36 bits) - Worst is 34 bits: 132/127 (1.03x)
Testing distribution - Worst bias is the 18-bit window at bit 52 - 0.052%

Testing bit 45
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 483 (0.94x)
Testing collisions (high 24-36 bits) - Worst is 24 bits: 125791/125777 (1.00x)
Testing collisions (low 32-bit) - Expected 511.9, actual 515 (1.01x) (4)
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 28 - 0.090%

Testing bit 46
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 31 bits: 1054/1023 (1.03x)
Testing collisions (low 32-bit) - Expected 511.9, actual 546 (1.07x) (35)
Testing collisions (low 24-36 bits) - Worst is 34 bits: 138/127 (1.08x)
Testing distribution - Worst bias is the 18-bit window at bit 29 - 0.065%

Testing bit 47
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 36 bits: 36/31 (1.13x)
Testing collisions (low 32-bit) - Expected 511.9, actual 532 (1.04x) (21)
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 7 - 0.100%

Testing bit 48
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 540 (1.05x) (29)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 39/31 (1.22x)
Testing collisions (low 32-bit) - Expected 511.9, actual 515 (1.01x) (4)
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 60 - 0.095%

Testing bit 49
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 36 bits: 34/31 (1.06x)
Testing collisions (low 32-bit) - Expected 511.9, actual 526 (1.03x) (15)
Testing collisions (low 24-36 bits) - Worst is 34 bits: 142/127 (1.11x)
Testing distribution - Worst bias is the 18-bit window at bit 52 - 0.072%

Testing bit 50
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 540 (1.05x) (29)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 35/31 (1.09x)
Testing collisions (low 32-bit) - Expected 511.9, actual 530 (1.04x) (19)
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 37 - 0.074%

Testing bit 51
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 31 bits: 1114/1023 (1.09x)
Testing collisions (low 32-bit) - Expected 511.9, actual 506 (0.99x) (-5)
Testing collisions (low 24-36 bits) - Worst is 35 bits: 70/63 (1.09x)
Testing distribution - Worst bias is the 18-bit window at bit 23 - 0.092%

Testing bit 52
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 566 (1.11x) (55)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 37/31 (1.16x)
Testing collisions (low 32-bit) - Expected 511.9, actual 454 (0.89x)
Testing collisions (low 24-36 bits) - Worst is 24 bits: 125862/125777 (1.00x)
Testing distribution - Worst bias is the 18-bit window at bit 33 - 0.092%

Testing bit 53
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 28 bits: 8282/8170 (1.01x)
Testing collisions (low 32-bit) - Expected 511.9, actual 502 (0.98x) (-9)
Testing collisions (low 24-36 bits) - Worst is 33 bits: 260/255 (1.02x)
Testing distribution - Worst bias is the 18-bit window at bit 20 - 0.109%

Testing bit 54
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 483 (0.94x)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 66/63 (1.03x)
Testing collisions (low 32-bit) - Expected 511.9, actual 563 (1.10x) (52)
Testing collisions (low 24-36 bits) - Worst is 35 bits: 87/63 (1.36x)
Testing distribution - Worst bias is the 18-bit window at bit 50 - 0.061%

Testing bit 55
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 36 bits: 39/31 (1.22x)
Testing collisions (low 32-bit) - Expected 511.9, actual 557 (1.09x) (46)
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 31 - 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 496 (0.97x)
Testing collisions (high 24-36 bits) - Worst is 33 bits: 257/255 (1.00x)
Testing collisions (low 32-bit) - Expected 511.9, actual 513 (1.00x) (2)
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 6 - 0.082%

Testing bit 57
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 34 bits: 151/127 (1.18x)
Testing collisions (low 32-bit) - Expected 511.9, actual 497 (0.97x)
Testing collisions (low 24-36 bits) - Worst is 35 bits: 75/63 (1.17x)
Testing distribution - Worst bias is the 18-bit window at bit 5 - 0.075%

Testing bit 58
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 34 bits: 135/127 (1.05x)
Testing collisions (low 32-bit) - Expected 511.9, actual 532 (1.04x) (21)
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 16 - 0.090%

Testing bit 59
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 523 (1.02x) (12)
Testing collisions (high 24-36 bits) - Worst is 35 bits: 66/63 (1.03x)
Testing collisions (low 32-bit) - Expected 511.9, actual 520 (1.02x) (9)
Testing collisions (low 24-36 bits) - Worst is 35 bits: 76/63 (1.19x)
Testing distribution - Worst bias is the 18-bit window at bit 42 - 0.121%

Testing bit 60
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 508 (0.99x) (-3)
Testing collisions (low 24-36 bits) - Worst is 36 bits: 46/31 (1.44x)
Testing distribution - Worst bias is the 18-bit window at bit 57 - 0.071%

Testing bit 61
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 36 bits: 36/31 (1.13x)
Testing collisions (low 32-bit) - Expected 511.9, actual 503 (0.98x) (-8)
Testing collisions (low 24-36 bits) - Worst is 36 bits: 36/31 (1.13x)
Testing distribution - Worst bias is the 17-bit window at bit 17 - 0.059%

Testing bit 62
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 32 bits: 546/511 (1.07x)
Testing collisions (low 32-bit) - Expected 511.9, actual 495 (0.97x)
Testing collisions (low 24-36 bits) - Worst is 35 bits: 67/63 (1.05x)
Testing distribution - Worst bias is the 18-bit window at bit 9 - 0.069%

Testing bit 63
Testing collisions ( 64-bit) - Expected 0.0, actual 0 (0.00x)
Testing collisions (high 32-bit) - Expected 511.9, actual 522 (1.02x) (11)
Testing collisions (high 24-36 bits) - Worst is 36 bits: 37/31 (1.16x)
Testing collisions (low 32-bit) - Expected 511.9, actual 543 (1.06x) (32)
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 50 - 0.065%

[[[ 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 : 38919240.451702 - 273642.916919
Popcount 0 stats : 38918429.028465 - 273637.712739
MomentChi2 for bits 1 : 1.97805
MomentChi2 for bits 0 : 0.0958465

Derivative stats (transition from 2 consecutive values) :
Popcount 1 stats : 38919184.877156 - 273631.232797
Popcount 0 stats : 38918519.690766 - 273648.701888
MomentChi2 for deriv b1 : 1.77242
MomentChi2 for deriv b0 : 0.186745

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 131247 (1.00x) (516)
Testing collisions (high 28-44 bits) - Worst is 43 bits: 67/63 (1.05x)
Testing collisions (low 32-bit) - Expected 130731.3, actual 130680 (1.00x) (-51)
Testing collisions (low 28-44 bits) - Worst is 36 bits: 8257/8190 (1.01x)

[[[ BadSeeds Tests ]]]

Testing 3 internal secrets:
0x14cc886e 0x1bf4ed84 PASS

Input vcode 0x00000001, Output vcode 0x00000001, Result vcode 0x00000001
Verification value is 0x00000001 - Testing took 532.010122 seconds

[dumblob]

Thanks @wangyi-fudan - will take a look!

[rurban]

Great. Just a minor and rare problem, but easy to fix. I"ll update it.

[wangyi-fudan]

I didn't notice the --extra BadSeeds test. Now a newer version completely solved the BadSeed problem. The testing is running a long time without bad seed report, somewhat too long to finish

[rurban]

You need a better machine with more threads :) my ryzen 7 runs it in a few minutes
I updated it and sent you a PR