dps=110 a=1.7 b=0.3 N=9 tau=4: closure/tangency 5.9911e-93 checks 3e-60
    k813 Apol/Adag             spread   1.5841e-77  value0 2080858144300640900.
    k814R Apol/AdualR          spread   1.5841e-77  value0 41577449668314578877
    k814P Apol/AdualP          spread   1.5848e-77  value0 3.397430109067189836
    k815(i) ApedX*AdualR       spread      0.99788  value0 1.661982329051949693
    k815(iii) Aped*AdualR      spread   1.3562e-79  value0 3.041368676164373708
    k816(i) ApedX/AdualR       spread      0.17148  value0 1.838092238150916519
    k816(iii) Aped/AdualR      spread      0.99825  value0 3.363643559436619887
    k817 Adag*Aant             spread      0.86477  value0 593615227306027.1333
    k818 Adag/Aant             spread      0.99737  value0 6.081137336423661862
dps=110 a=1.7 b=0.3 N=7 tau=3: closure/tangency 4.3386e-97 checks 8e-73
    k813 Apol/Adag             spread   7.1991e-86  value0 130165922719759.0693
    k814R Apol/AdualR          spread   7.1991e-86  value0 260083423533685882.8
    k814P Apol/AdualP          spread   7.2024e-86  value0 1.329413811764313388
    k815(i) ApedX*AdualR       spread      0.99788  value0 2.656877736514183521
    k815(iii) Aped*AdualR      spread   6.1636e-88  value0 4.861992023088427254
    k816(i) ApedX/AdualR       spread      0.17148  value0 0.000000293841051125
    k816(iii) Aped/AdualR      spread      0.99825  value0 5.377187015396714717
    k817 Adag*Aant             spread      0.86477  value0 37132984782.81013072
    k818 Adag/Aant             spread      0.99737  value0 9.721426229464916861
dps=110 a=1.7 b=0.3 N=16 tau=7: closure/tangency 3.6091e-95 checks 1e-66
    k813 Apol/Adag             spread   6.5177e-82  value0 16457728288230465.87
    k814R Apol/AdualR          spread   6.5177e-82  value0 32884046970383059981
    k814P Apol/AdualP          spread   6.5207e-82  value0 2.125227162936306655
    k815(i) ApedX*AdualR       spread      0.86361  value0 1.422834113935592881
    k815(iii) Aped*AdualR      spread      0.86361  value0 1.135232426940514662
    k816(i) ApedX/AdualR       spread   4.7699e-86  value0 1.939319584342126079
    k816(iii) Aped/AdualR      spread   6.5856e-85  value0 1.547319154624683307
    k817 Adag*Aant             spread   7.2937e-83  value0 139611798335447.3576
    k818 Adag/Aant             spread      0.86361  value0 2.098038766307124752
dps=110 a=1.7 b=0.3 N=12 tau=5: closure/tangency 7.9217e-99 checks 9e-79
    k813 Apol/Adag             spread   9.3088e-90  value0 1029496117639.833889
    k814R Apol/AdualR          spread   9.3088e-90  value0 2057027447943423.998
    k814P Apol/AdualP          spread    9.313e-90  value0 83160142837632910458
    k815(i) ApedX*AdualR       spread      0.86361  value0 2.274566346979068101
    k815(iii) Aped*AdualR      spread      0.86361  value0 1.814804974107495742
    k816(i) ApedX/AdualR       spread   6.8125e-94  value0 0.000031002286349002
    k816(iii) Aped/AdualR      spread   9.1978e-93  value0 0.000000247357495417
    k817 Adag*Aant             spread   1.0417e-90  value0 8733271229.473561630
    k818 Adag/Aant             spread      0.86361  value0 3.353966225352913417
=== exceptional family N=6, a=1, b=0.5: A_ant and A per member (f1)
   th0 0.258308 A 1.2554371439 Aant_1 7.0008921875 Aant_2 -2.139161501 Adag 16.948401443
   th0 0.956440 A 1.2433842654 Aant_1 2.3336307291 Aant_2 2.1391615017 Adag 16.785687583
   th0 1.654572 A 1.2566682346 Aant_1 9.3345229167 Aant_2 -1.299054439 Adag 16.965021168
   th0 2.352703 A 1.2425214468 Aant_1 -4.667261458 Aant_2 -2.100267656 Adag 16.774039532
   th0 3.050835 A 1.2450869823 Aant_1 1.8669045833 Aant_2 4.9006245313 Adag 16.808674261
   th0 3.748967 A 1.2475635852 Aant_1 2.5280999566 Aant_2 2.5280999566 Adag 16.842108400
   th0 4.447098 A 1.2532393344 Aant_1 -6.495272196 Aant_2 6.4563783507 Adag 16.918731014
   th0 5.145230 A 1.2481960648 Aant_1 -1.065691366 Aant_2 4.7061553038 Adag 16.850646875
   th0 5.843362 A 1.2550585925 Aant_1 8.8677967709 Aant_2 -1.404067822 Adag 16.943290999
=== N=6 at b=0.5+1e-20 and b=0.5-1e-20 (A_ant/A sign change?)
   b 0.50000000000000000001 Aant/A: ['7.2e-20', '7.2e-20', '7.2e-20']
   b 0.49999999999999999999 Aant/A: ['-7.2e-20', '-7.2e-20', '-7.2e-20']
   b 0.51 Aant/A: ['0.0698505478279', '0.0698505478279', '0.0698505478279']
   b 0.49 Aant/A: ['-0.0742695898128', '-0.0742695898128', '-0.0742695898128']
