L=0.45: round 0 LP = -0.2072
L=0.45: round 0+oracle LP = -0.1057
L=0.45: round 1 LP = -0.0783  (+52 caps; slots [8.0,10.5]:0.53, [17.9,17.9]:0.08)
L=0.45: round 2 LP = -0.0644  (+100 caps; slots [7.0,7.4]:0.23, [8.6,8.6]:0.18, [9.7,9.7]:0.16, [0.1,5.1]:0.11, [18.8,18.8]:0.04)
L=0.45: round 3 LP = -0.0591  (+99 caps; slots [7.0,10.6]:0.54, [0.1,5.3]:0.13, [17.1,17.1]:0.09, [18.9,18.9]:0.07)
L=0.45: round 4 LP = -0.0572  (+79 caps; slots [7.0,10.6]:0.53, [0.1,5.3]:0.12, [17.0,17.3]:0.11, [19.1,19.1]:0.04)
L=0.45: round 5 LP = -0.0563  (+65 caps; slots [7.0,10.7]:0.53, [17.0,19.4]:0.14, [0.1,5.3]:0.13)
L=0.45: round 6 LP = -0.0562  (+89 caps; slots [6.9,10.6]:0.52, [0.1,5.3]:0.13, [18.4,19.1]:0.07, [16.9,17.2]:0.06)
L=0.45: round 7 LP = -0.0562  (+89 caps; slots [6.9,10.6]:0.52, [0.1,5.3]:0.13, [18.5,19.2]:0.07, [16.9,17.2]:0.06)
L=0.45: round 8 LP = -0.0562  (+89 caps; slots [6.9,10.6]:0.52, [0.1,5.3]:0.13, [18.4,19.2]:0.07, [17.0,17.3]:0.06)
L=0.45: round 9 LP = -0.0562  (+89 caps; slots [6.9,10.6]:0.52, [0.1,5.3]:0.13, [18.4,19.2]:0.07, [17.0,17.3]:0.06)
L=0.45: FINAL stage-6 LP floor -0.0562  [still short]

=== DUAL READ, L=0.45 ===
LP value -0.05617; dual check: tail - lam_mass - lam.b = -0.05617
active rows (lambda > 1e-6): 44 of 924; lambda_mass = 0.0000
tight set (slack < 0.01): [(np.float64(0.0), np.float64(0.05)), (np.float64(0.3), np.float64(0.3)), (np.float64(0.55), np.float64(0.55)), (np.float64(0.8), np.float64(0.8)), (np.float64(1.05), np.float64(1.1)), (np.float64(1.3), np.float64(3.4)), (np.float64(3.65), np.float64(3.95)), (np.float64(4.05), np.float64(4.1)), (np.float64(4.3), np.float64(4.6)), (np.float64(4.8), np.float64(5.05)), (np.float64(5.3), np.float64(5.35)), (np.float64(6.8), np.float64(7.1)), (np.float64(7.45), np.float64(7.65)), (np.float64(8.2), np.float64(8.45)), (np.float64(8.7), np.float64(9.65)), (np.float64(9.75), np.float64(10.4)), (np.float64(10.6), np.float64(10.65)), (np.float64(16.95), np.float64(17.55)), (np.float64(18.25), np.float64(18.7)), (np.float64(19.1), np.float64(19.1)), (np.float64(19.2), np.float64(19.2)), (np.float64(19.3), np.float64(19.3)), (np.float64(20.95), np.float64(20.95))]
max slack on [0, 12]: 0.654 at r = 12.00
minorant at the second-valley floor r=9.06: g = -0.6149 vs Omega_W = -0.6147
dumped dual_read_L0.45.npz
