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CUDA kernel: ramanujan-machine-cuda
96cb0ff verified
"""CPU-only verification test for Ramanujan Machine v2 (Asymmetric-Degree CF Search)"""
print("Testing ramanujan-machine-cuda...")
import math
def eval_cf(a_coeffs, b_coeffs, depth=100):
"""Evaluate generalized CF: a(0) + b(1)/(a(1) + b(2)/(a(2) + ...))"""
def a(n):
return sum(c * n**i for i, c in enumerate(a_coeffs))
def b(n):
return sum(c * n**i for i, c in enumerate(b_coeffs))
# Backward recurrence
val = a(depth)
for n in range(depth-1, 0, -1):
bn = b(n)
if abs(val) < 1e-15: break
val = a(n) + bn / val
return val
# Known: a(n)=2n+1, b(n)=-n^2 gives 4/pi - 1 (Brouncker-type)
# Actually: [1; 1,1,1,...] with a(n)=1,b(n)=1 = golden ratio
phi = (1 + math.sqrt(5)) / 2
val = eval_cf([1], [1])
print(f" CF [1;1,1,...] = {val:.10f} (phi = {phi:.10f})")
assert abs(val - phi) < 1e-6, f"Expected phi, got {val}"
# Known: a(n)=2n+1, b(n)=n^2 gives e-1 (Euler's CF for e)
# Actually e = 2 + 1/(1+1/(2+1/(1+1/(1+1/(4+...))))) but that's the regular CF
# Simpler: CF with a=[1,3,5,7,...], b=[0,1,1,1,...] for 4/pi? Let's just test golden ratio.
print(f"\n1/1 tests passed")