lambda 1/100 worst: {'master': -0.0001, 'f1': -6.9549, 'f2': -1.2475, 'interior': -7168.0288, 'b1': -3.965, 'b2': -0.843}
lambda 1/3 worst: {'master': -0.0052, 'f1': -6.9401, 'f2': -1.1667, 'interior': -7167.7164, 'b1': -3.965, 'b2': -0.843}
lambda 1 worst: {'master': -0.0078, 'f1': -6.6919, 'f2': -1.0, 'interior': -7167.5393, 'b1': -3.965, 'b2': -0.843}
lambda 2 worst: {'master': -0.0078, 'f1': -6.6779, 'f2': -0.875, 'interior': -14335.5665, 'b1': -4.0127, 'b2': -0.7805}
lambda 37/10 worst: {'master': -0.0078, 'f1': -6.641, 'f2': -0.7838, 'interior': -26532.9435, 'b1': -4.0439, 'b2': -0.7518}
lambda 10 worst: {'master': -0.0109, 'f1': -6.6134, 'f2': -0.7625, 'interior': -71681.7391, 'b1': -4.0594, 'b2': -0.7305}
lambda 100 worst: {'master': -0.0078, 'f1': -6.6061, 'f2': -0.7525, 'interior': -716799.4849, 'b1': -4.0711, 'b2': -0.7192}
lambda 1000 worst: {'master': -0.0078, 'f1': -6.6049, 'f2': -0.7502, 'interior': -7167999.4845, 'b1': -4.0722, 'b2': -0.7181}
(I) gamma(M/2) formula ok: True ; derivative numerator: 8*(9*M**2 - 4*M + 4) ; -gamma identity: 0 ; critical s: [M - 1] ; max value ok: True
(I) d gamma/dY numerator (expect negative for 0<=Y<=M-1): -M**2*(4*M**3 + 6*M**2*Y - 3*M**2 - 6*M*Y - 2*M - 2*Y**3 - 3*Y**2 + 1)
(I) value at M=32: 0.1389491966999566  M^2/(27(M-1)^2) at 32: 0.0394650633984661
TOTAL FAILS 0
