The longest-run test's block sizes and class boundaries are fixed constants: K+1 classes chosen depending on M, cases K=3/M=8, K=5/M=128, K=6/M=10000 embedded in the code, and §2.4.2's table setting minimum lengths n = 128, 6272, 750000 for M = 8, 128, 10^4 (SP 800-22 rev 1a §2.4/§3.4).

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