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[diderot] Diff of /branches/ein16/synth/d2/stash/results_final.txt
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Diff of /branches/ein16/synth/d2/stash/results_final.txt

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revision 4397, Wed Aug 10 15:11:28 2016 UTC revision 4411, Fri Aug 12 18:28:57 2016 UTC
# Line 1  Line 1 
1    
2     jacob_inverse |26_10
3  neg |0neg_neg |0_0          -_F_m2x2_d2 |p_aty3_i26_o10_n2
4          -_T_sc |p_aty3_i0_o0_n0          -Results: x0: V-0 A
5          -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0          -_F_m3x3_d3 |p_aty3_i26_o10_n5
6          -_T_v2 |p_aty3_i0_o0_n1          -Results: x0: V-0 A
7          -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  PASS:cmd: 2 2 -
8          -_T_v3 |p_aty3_i0_o0_n2   jacob_inverse |26_10- vis15 A:2|2 ran: 2|6 cumulative: 2
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m2x2 |p_aty3_i0_o0_n3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3 |p_aty3_i0_o0_n4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m2x3 |p_aty3_i0_o0_n5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x2 |p_aty3_i0_o0_n6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t2x2x2 |p_aty3_i0_o0_n7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t3x3x3 |p_aty3_i0_o0_n8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_sc_d1 |p_aty3_i0_o0_n9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0009% c:3.04160000000000 o:3.0416267  
         -_F_sc_d2 |p_aty3_i0_o0_n10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0035% c:1.60229056000000 o:1.6022346  
         -_F_v2_d2 |p_aty3_i0_o0_n11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0019% c:6.08761684000000 o:6.0875015  
         -_F_v3_d2 |p_aty3_i0_o0_n12  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.002% c:5.46839616000000 o:5.4685063  
         -_F_m2x2_d2 |p_aty3_i0_o0_n13  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0015% c:7.96350105000000 o:7.9633803  
         -_F_m3x3_d2 |p_aty3_i0_o0_n14  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0015% c:5.19326788000000 o:5.1931901  
         -_F_sc_d3 |p_aty3_i0_o0_n15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0022% c:5.49709319360000 o:5.4969702  
         -_F_v2_d3 |p_aty3_i0_o0_n16  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0031% c:3.07486589250000 o:3.0749598  
         -_F_v3_d3 |p_aty3_i0_o0_n17  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.003% c:7.93929018880000 o:7.9390521  
         -_F_m2x2_d3 |p_aty3_i0_o0_n18  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.003% c:5.82454079048400 o:5.8243666  
         -_F_m3x3_d3 |p_aty3_i0_o0_n19  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0024% c:6.46932607012800 o:6.4691725  
 PASS:cmd: 2 0 - neg_neg |0_0- vis15 A:20|20 ran: 20|20 cumulative: 20  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 20norm_neg |0_1  
         -_T_sc |p_aty3_i0_o1_n0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v2 |p_aty3_i0_o1_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(5) o:2.236068  
         -_T_v3 |p_aty3_i0_o1_n2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(33) o:5.7445626  
         -_T_m2x2 |p_aty3_i0_o1_n3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:3*sqrt(5) o:6.7082038  
         -_T_m3x3 |p_aty3_i0_o1_n4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(103) o:10.148891  
         -_T_m2x3 |p_aty3_i0_o1_n5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:2*sqrt(13) o:7.2111025  
         -_T_m3x2 |p_aty3_i0_o1_n6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t2x2x2 |p_aty3_i0_o1_n7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(61) o:7.8102498  
         -_T_t3x3x3 |p_aty3_i0_o1_n8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(282) o:16.792856  
         -_F_sc_d1 |p_aty3_i0_o1_n9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0006% c:6.40000000000000 o:6.3999591  
         -_F_sc_d2 |p_aty3_i0_o1_n10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.002% c:6.19144780000000 o:6.1913209  
         -_F_v2_d2 |p_aty3_i0_o1_n11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.001% c:5.92789441198964 o:5.9278359  
         -_F_v3_d2 |p_aty3_i0_o1_n12  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0023% c:3.98510272628877 o:3.9850123  
         -_F_m2x2_d2 |p_aty3_i0_o1_n13  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0019% c:4.64611454790807 o:4.6460247  
         -_F_m3x3_d2 |p_aty3_i0_o1_n14  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0022% c:17.6937347723591 o:17.693348  
         -_F_sc_d3 |p_aty3_i0_o1_n15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0026% c:4.77391272000000 o:4.7740369  
         -_F_v2_d3 |p_aty3_i0_o1_n16  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0025% c:11.0301332436512 o:11.029861  
         -_F_v3_d3 |p_aty3_i0_o1_n17  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0016% c:8.55318024660799 o:8.5530396  
         -_F_m2x2_d3 |p_aty3_i0_o1_n18  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0015% c:10.6666952435584 o:10.666537  
         -_F_m3x3_d3 |p_aty3_i0_o1_n19  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.002% c:11.8533328610809 o:11.853099  
 PASS:cmd: 2 0 - norm_neg |0_1- vis15 A:20|20 ran: 20|20 cumulative: 40  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 40normalize_neg |0_2  
         -_T_v2 |p_aty3_i0_o2_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-3/5 o:-0.60000002  
         -_T_v3 |p_aty3_i0_o2_n2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-3*sqrt(29)/29 o:-0.55708599  
         -_T_m2x2 |p_aty3_i0_o2_n3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-5*sqrt(19)/38 o:-0.57353932  
         -_T_m3x3 |p_aty3_i0_o2_n4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-5*sqrt(109)/109 o:-0.47891316  
         -_T_m2x3 |p_aty3_i0_o2_n5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-sqrt(65)/13 o:-0.62017369  
         -_T_m3x2 |p_aty3_i0_o2_n6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-3*sqrt(67)/67 o:-0.36650836  
         -_T_t2x2x2 |p_aty3_i0_o2_n7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-5*sqrt(2)/12 o:-0.58925569  
         -_T_t3x3x3 |p_aty3_i0_o2_n8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-sqrt(303)/101 o:-0.17234549  
         -_F_v2_d2 |p_aty3_i0_o2_n11  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0007% c:-0.370064467124698 o:-0.37006187  
         -_F_v3_d2 |p_aty3_i0_o2_n12  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0004% c:-0.421376819775093 o:-0.42137516  
         -_F_m2x2_d2 |p_aty3_i0_o2_n13  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0006% c:-0.268710506118895 o:-0.26870877  
         -_F_m3x3_d2 |p_aty3_i0_o2_n14  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0006% c:-0.202875933550068 o:-0.20287476  
         -_F_v2_d3 |p_aty3_i0_o2_n16  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0041% c:0.203752337056877 o:0.20376061  
         -_F_v3_d3 |p_aty3_i0_o2_n17  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0004% c:-0.381000954330750 o:-0.38099942  
         -_F_m2x2_d3 |p_aty3_i0_o2_n18  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.001% c:-0.162986098559260 o:-0.16298445  
         -_F_m3x3_d3 |p_aty3_i0_o2_n19  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.001% c:-0.151352610511139 o:-0.15135115  
 PASS:cmd: 2 0 - normalize_neg |0_2- vis15 A:16|16 ran: 16|20 cumulative: 56  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 56trace_neg |0_3  
         -_T_m2x2 |p_aty3_i0_o3_n3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3 |p_aty3_i0_o3_n4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2 |p_aty3_i0_o3_n13  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0022% c:-8.83678080000000 o:-8.836587  
         -_F_m3x3_d2 |p_aty3_i0_o3_n14  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0021% c:-15.9933260000000 o:-15.992996  
         -_F_m2x2_d3 |p_aty3_i0_o3_n18  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0002 0.0031% c:-9.44791882680000 o:-9.4476261  
         -_F_m3x3_d3 |p_aty3_i0_o3_n19  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0014% c:-12.4544870089760 o:-12.454315  
 PASS:cmd: 2 0 - trace_neg |0_3- vis15 A:6|6 ran: 6|20 cumulative: 62  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 62transpose_neg |0_4  
         -_T_m2x2 |p_aty3_i0_o4_n3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3 |p_aty3_i0_o4_n4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2 |p_aty3_i0_o4_n13  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0008% c:-7.28109632000000 o:-7.2810369  
         -_F_m3x3_d2 |p_aty3_i0_o4_n14  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0012% c:-6.01083950000000 o:-6.0109134  
         -_F_m2x2_d3 |p_aty3_i0_o4_n18  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0013% c:-5.75496428000000 o:-5.7548895  
         -_F_m3x3_d3 |p_aty3_i0_o4_n19  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0049% c:-4.20392087020800 o:-4.2037129  
 PASS:cmd: 2 0 - transpose_neg |0_4- vis15 A:6|6 ran: 6|20 cumulative: 68  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 68det_neg |0_5  
         -_T_m2x2 |p_aty3_i0_o5_n3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3 |p_aty3_i0_o5_n4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2 |p_aty3_i0_o5_n13  
         -Results: x0: X-0 A max diff: 0.0012 sumdiff: 0.0003 0.0053% c:-23.5334881935204 o:-23.532251  
         -_F_m3x3_d2 |p_aty3_i0_o5_n14  
         -Results: x0: X-0 A max diff: 0.0047 sumdiff: 0.0011 0.0033% c:141.421087058909 o:141.4164  
         -_F_m2x2_d3 |p_aty3_i0_o5_n18  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0048% c:-8.79069012331956 o:-8.790266  
         -_F_m3x3_d3 |p_aty3_i0_o5_n19  
         -Results: x0: X-0 A max diff: 0.0016 sumdiff: 0.0005 0.0085% c:-18.3762656772609 o:-18.374695  
 PASS:cmd: 2 0 - det_neg |0_5- vis15 A:6|6 ran: 6|20 cumulative: 74  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 74probe_neg |0_6  
         -_T_sc |p_aty3_i0_o6_n0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v2 |p_aty3_i0_o6_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v3 |p_aty3_i0_o6_n2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m2x2 |p_aty3_i0_o6_n3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3 |p_aty3_i0_o6_n4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m2x3 |p_aty3_i0_o6_n5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x2 |p_aty3_i0_o6_n6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t2x2x2 |p_aty3_i0_o6_n7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t3x3x3 |p_aty3_i0_o6_n8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_sc_d1 |p_aty3_i0_o6_n9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0013% c:-2.76640000000000 o:-2.7663636  
         -_F_sc_d2 |p_aty3_i0_o6_n10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0023% c:-5.07249436000000 o:-5.0723791  
         -_F_v2_d2 |p_aty3_i0_o6_n11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0019% c:-3.61133768000000 o:-3.6112702  
         -_F_v3_d2 |p_aty3_i0_o6_n12  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.003% c:-7.01195068000000 o:-7.0117402  
         -_F_m2x2_d2 |p_aty3_i0_o6_n13  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0031% c:-4.58864736000000 o:-4.5885038  
         -_F_m3x3_d2 |p_aty3_i0_o6_n14  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0025% c:-5.12304384000000 o:-5.1229167  
         -_F_sc_d3 |p_aty3_i0_o6_n15  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0024% c:-7.47543207751600 o:-7.4752555  
         -_F_v2_d3 |p_aty3_i0_o6_n16  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0041% c:-3.66756464190400 o:-3.6674128  
         -_F_v3_d3 |p_aty3_i0_o6_n17  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0019% c:-5.84376032000000 o:-5.8436499  
         -_F_m2x2_d3 |p_aty3_i0_o6_n18  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0037% c:-7.60836494099200 o:-7.6080842  
         -_F_m3x3_d3 |p_aty3_i0_o6_n19  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0022% c:-7.90804043688000 o:-7.9078627  
 PASS:cmd: 2 0 - probe_neg |0_6- vis15 A:20|20 ran: 20|20 cumulative: 94  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 94grad_neg |0_7  
         -_F_sc_d1 |p_aty3_i0_o7_n9  
         -Results: x0: X-0 A max diff: 0.0037 sumdiff: 0.0015 0.081% c:-4.60000000000000 o:-4.5962782  
         -_F_sc_d2 |p_aty3_i0_o7_n10  
         -Results: x0: X-1 B max diff: 0.008 sumdiff: 0.0032 0.2424% c:-3.32000000000000 o:-3.3119719  
         -_F_sc_d3 |p_aty3_i0_o7_n15  
         -Results: x0: X-0 A max diff: 0.005 sumdiff: 0.0015 0.0821% c:-6.13541312500000 o:-6.1404562  
 CHECK:cmd: 2 0 - grad_neg |0_7- vis15 A:2|3 B:1|3 ran: 3|20 cumulative: 97  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 97div_neg |0_8  
         -_F_v2_d2 |p_aty3_i0_o8_n11  
         -Results: x0: X-0 A max diff: 0.0082 sumdiff: 0.0021 0.0747% c:-11.0419000000000 o:-11.033659  
         -_F_v3_d3 |p_aty3_i0_o8_n17  
         -Results: x0: Y-0 B max diff: 0.0127 sumdiff: 0.0049 0.0597% c:-21.1839161600000 o:-21.196569  
 CHECK:cmd: 2 0 - div_neg |0_8- vis15 A:1|2 B:1|2 ran: 2|20 cumulative: 99  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 99curl_neg |0_9  
         -_F_v2_d2 |p_aty3_i0_o9_n11  
         -Results: x0: X-1 B max diff: 0.0015 sumdiff: 0.0009 0.197% c:0.754748000000000 o:0.75623775  
         -_F_v3_d3 |p_aty3_i0_o9_n17  
         -Results: x0: Y-3 D  max diff: 0.0147 sumdiff: 0.0043 29.3615% c:-0.0648173040000002 o:-0.050105572  
 CHECK:cmd: 2 0 - curl_neg |0_9- vis15 B:1|2 D:1|2 ran: 2|20 cumulative: 101  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 101jacob_neg |0_10  
         -_F_v2_d2 |p_aty3_i0_o10_n11  
         -Results: x0: X-0 A max diff: 0.0019 sumdiff: 0.0009 0.0435% c:-4.42297600000000 o:-4.421052  
         -_F_v3_d3 |p_aty3_i0_o10_n17  
         -Results: x0: Y-1 B max diff: 0.012 sumdiff: 0.0032 0.1032% c:-11.6371376000000 o:-11.625144  
 CHECK:cmd: 2 0 - jacob_neg |0_10- vis15 A:1|2 B:1|2 ran: 2|20 cumulative: 103  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 103slicem0_neg |0_11  
         -_T_m2x2 |p_aty3_i0_o11_n3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3 |p_aty3_i0_o11_n4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m2x3 |p_aty3_i0_o11_n5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x2 |p_aty3_i0_o11_n6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2 |p_aty3_i0_o11_n13  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0009% c:-4.86002401000000 o:-4.8599787  
         -_F_m3x3_d2 |p_aty3_i0_o11_n14  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0031% c:-6.10760284000000 o:-6.1074138  
         -_F_m2x2_d3 |p_aty3_i0_o11_n18  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0022% c:-4.05064240689600 o:-4.0505514  
         -_F_m3x3_d3 |p_aty3_i0_o11_n19  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0032% c:-10.2388440820000 o:-10.238516  
 PASS:cmd: 2 0 - slicem0_neg |0_11- vis15 A:8|8 ran: 8|20 cumulative: 111  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 111slicem1_neg |0_12  
         -_T_m2x2 |p_aty3_i0_o12_n3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3 |p_aty3_i0_o12_n4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m2x3 |p_aty3_i0_o12_n5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x2 |p_aty3_i0_o12_n6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2 |p_aty3_i0_o12_n13  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0023% c:-3.52356480000000 o:-3.5234828  
         -_F_m3x3_d2 |p_aty3_i0_o12_n14  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0012% c:-5.53922700000000 o:-5.5392928  
         -_F_m2x2_d3 |p_aty3_i0_o12_n18  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0021% c:-6.70989918500000 o:-6.7100368  
         -_F_m3x3_d3 |p_aty3_i0_o12_n19  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.002% c:-5.55362377342400 o:-5.5535131  
 PASS:cmd: 2 0 - slicem1_neg |0_12- vis15 A:8|8 ran: 8|20 cumulative: 119  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 119slicev0_neg |0_13  
         -_T_v2 |p_aty3_i0_o13_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v3 |p_aty3_i0_o13_n2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_v2_d2 |p_aty3_i0_o13_n11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0013% c:-10.1480960000000 o:-10.14796  
         -_F_v3_d2 |p_aty3_i0_o13_n12  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0017% c:-3.38503800000000 o:-3.3849807  
         -_F_v2_d3 |p_aty3_i0_o13_n16  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0021% c:-3.95705013920000 o:-3.9569652  
         -_F_v3_d3 |p_aty3_i0_o13_n17  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0053% c:-4.22219208686800 o:-4.2219663  
 PASS:cmd: 2 0 - slicev0_neg |0_13- vis15 A:6|6 ran: 6|20 cumulative: 125  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 125slicev1_neg |0_14  
         -_T_v2 |p_aty3_i0_o14_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v3 |p_aty3_i0_o14_n2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_v2_d2 |p_aty3_i0_o14_n11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0021% c:-3.60666401000000 o:-3.6065881  
         -_F_v3_d2 |p_aty3_i0_o14_n12  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0018% c:-3.44348656000000 o:-3.4434245  
         -_F_v2_d3 |p_aty3_i0_o14_n16  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0015% c:-1.22819527475200 o:-1.2281764  
         -_F_v3_d3 |p_aty3_i0_o14_n17  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0007% c:-2.29168523009600 o:-2.2916698  
 PASS:cmd: 2 0 - slicev1_neg |0_14- vis15 A:6|6 ran: 6|20 cumulative: 131  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 131slicet0_neg |0_15  
         -_T_t2x2x2 |p_aty3_i0_o15_n7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t3x3x3 |p_aty3_i0_o15_n8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
 PASS:cmd: 2 0 - slicet0_neg |0_15- vis15 A:2|2 ran: 2|20 cumulative: 133  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 133slicet1_neg |0_16  
         -_T_t2x2x2 |p_aty3_i0_o16_n7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t3x3x3 |p_aty3_i0_o16_n8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
 PASS:cmd: 2 0 - slicet1_neg |0_16- vis15 A:2|2 ran: 2|20 cumulative: 135  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 135addition_neg |0_17  
         -_T_sc,T_sc |p_aty3_i0_o17_n0_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_sc_d1,T_sc |p_aty3_i0_o17_n9_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0021% c:-4.43220000000000 o:-4.4321084  
         -_F_sc_d2,T_sc |p_aty3_i0_o17_n10_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.009% c:-0.315248000000000 o:-0.31527638  
         -_F_sc_d3,T_sc |p_aty3_i0_o17_n15_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0043% c:2.02203083040000 o:2.0221169  
         -_T_v2,T_v2 |p_aty3_i0_o17_n1_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_v2_d2,T_v2 |p_aty3_i0_o17_n11_fty1  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0114% c:-0.604774280000000 o:-0.6047051  
         -_F_v2_d3,T_v2 |p_aty3_i0_o17_n16_fty1  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0028% c:-2.38417955000000 o:-2.3841131  
         -_T_v3,T_v3 |p_aty3_i0_o17_n2_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_v3_d2,T_v3 |p_aty3_i0_o17_n12_fty2  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0046% c:-1.20330105000000 o:-1.2032461  
         -_F_v3_d3,T_v3 |p_aty3_i0_o17_n17_fty2  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0034% c:-2.16754129400000 o:-2.1674685  
         -_T_m2x2,T_m2x2 |p_aty3_i0_o17_n3_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_m2x2 |p_aty3_i0_o17_n13_fty3  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0102% c:-0.844763040000000 o:-0.84467697  
         -_F_m2x2_d3,T_m2x2 |p_aty3_i0_o17_n18_fty3  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0025% c:-4.53865347712000 o:-4.5385408  
         -_T_m3x3,T_m3x3 |p_aty3_i0_o17_n4_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m3x3_d2,T_m3x3 |p_aty3_i0_o17_n14_fty4  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0038% c:-5.17310624000000 o:-5.1729088  
         -_F_m3x3_d3,T_m3x3 |p_aty3_i0_o17_n19_fty4  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0071% c:-1.74368544080000 o:-1.7435622  
         -_T_m2x3,T_m2x3 |p_aty3_i0_o17_n5_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x2,T_m3x2 |p_aty3_i0_o17_n6_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t2x2x2,T_t2x2x2 |p_aty3_i0_o17_n7_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t3x3x3,T_t3x3x3 |p_aty3_i0_o17_n8_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_sc,F_sc_d1 |p_aty3_i0_o17_n0_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0028% c:2.59520000000000 o:2.595273  
         -_F_sc_d1,F_sc_d1 |p_aty3_i0_o17_n9_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0018% c:0.198900000000000 o:0.19889641  
         -_T_sc,F_sc_d2 |p_aty3_i0_o17_n0_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0121% c:0.495512430000000 o:0.49557233  
         -_F_sc_d2,F_sc_d2 |p_aty3_i0_o17_n10_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0015% c:2.13450000000000 o:2.1344674  
         -_T_v2,F_v2_d2 |p_aty3_i0_o17_n1_fty11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.006% c:-1.10730056000000 o:-1.1073675  
         -_F_v2_d2,F_v2_d2 |p_aty3_i0_o17_n11_fty11  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0017% c:2.05911600000000 o:2.0590808  
         -_T_v3,F_v3_d2 |p_aty3_i0_o17_n2_fty12  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0052% c:1.69237500000000 o:1.692287  
         -_F_v3_d2,F_v3_d2 |p_aty3_i0_o17_n12_fty12  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0014% c:4.51687800000000 o:4.5168152  
         -_T_m2x2,F_m2x2_d2 |p_aty3_i0_o17_n3_fty13  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0035% c:3.64477376000000 o:3.6446447  
         -_F_m2x2_d2,F_m2x2_d2 |p_aty3_i0_o17_n13_fty13  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0013% c:-2.60361472000000 o:-2.6035802  
         -_T_m3x3,F_m3x3_d2 |p_aty3_i0_o17_n4_fty14  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0085% c:1.70822052000000 o:1.7083654  
         -_F_m3x3_d2,F_m3x3_d2 |p_aty3_i0_o17_n14_fty14  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0026% c:3.10974000000000 o:3.1096604  
         -_T_sc,F_sc_d3 |p_aty3_i0_o17_n0_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0024% c:3.04379089510400 o:3.0437179  
         -_F_sc_d3,F_sc_d3 |p_aty3_i0_o17_n15_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.002% c:-2.79819148500000 o:-2.7982485  
         -_T_v2,F_v2_d3 |p_aty3_i0_o17_n1_fty16  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0059% c:3.90112668040000 o:3.9008946  
         -_F_v2_d3,F_v2_d3 |p_aty3_i0_o17_n16_fty16  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0019% c:2.00965109730800 o:2.0096135  
         -_T_v3,F_v3_d3 |p_aty3_i0_o17_n2_fty17  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0023% c:4.84347495640000 o:4.8433642  
         -_F_v3_d3,F_v3_d3 |p_aty3_i0_o17_n17_fty17  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0022% c:-2.30198115990200 o:-2.3019316  
         -_T_m2x2,F_m2x2_d3 |p_aty3_i0_o17_n3_fty18  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0137% c:-1.02990138230000 o:-1.0300422  
         -_F_m2x2_d3,F_m2x2_d3 |p_aty3_i0_o17_n18_fty18  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0037% c:-3.66457524420400 o:-3.6647112  
         -_T_m3x3,F_m3x3_d3 |p_aty3_i0_o17_n4_fty19  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0046% c:3.95142774004800 o:3.9512444  
         -_F_m3x3_d3,F_m3x3_d3 |p_aty3_i0_o17_n19_fty19  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0047% c:-4.31648938493200 o:-4.316288  
 PASS:cmd: 2 0 - addition_neg |0_17- vis15 A:42|42 ran: 42|400 cumulative: 177  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 177subtraction_neg |0_18  
         -_T_sc,T_sc |p_aty3_i0_o18_n0_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_sc_d1,T_sc |p_aty3_i0_o18_n9_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0008% c:-3.52800000000000 o:-3.5280292  
         -_F_sc_d2,T_sc |p_aty3_i0_o18_n10_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0014% c:-9.61872880000000 o:-9.6185989  
         -_F_sc_d3,T_sc |p_aty3_i0_o18_n15_fty0  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0035% c:-6.84134821217600 o:-6.8411107  
         -_T_v2,T_v2 |p_aty3_i0_o18_n1_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_v2_d2,T_v2 |p_aty3_i0_o18_n11_fty1  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0009% c:-8.59660000000000 o:-8.5965261  
         -_F_v2_d3,T_v2 |p_aty3_i0_o18_n16_fty1  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0014% c:-9.67155695953600 o:-9.6714172  
         -_T_v3,T_v3 |p_aty3_i0_o18_n2_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_v3_d2,T_v3 |p_aty3_i0_o18_n12_fty2  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0022% c:-7.36317184000000 o:-7.3630109  
         -_F_v3_d3,T_v3 |p_aty3_i0_o18_n17_fty2  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0018% c:-7.34564535500800 o:-7.3455105  
         -_T_m2x2,T_m2x2 |p_aty3_i0_o18_n3_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_m2x2 |p_aty3_i0_o18_n13_fty3  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0009% c:-9.09318950000000 o:-9.0932674  
         -_F_m2x2_d3,T_m2x2 |p_aty3_i0_o18_n18_fty3  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0008% c:-12.2849015104000 o:-12.284809  
         -_T_m3x3,T_m3x3 |p_aty3_i0_o18_n4_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m3x3_d2,T_m3x3 |p_aty3_i0_o18_n14_fty4  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0022% c:-6.61520000000000 o:-6.6150513  
         -_F_m3x3_d3,T_m3x3 |p_aty3_i0_o18_n19_fty4  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0012% c:-6.98960536000000 o:-6.9895182  
         -_T_m2x3,T_m2x3 |p_aty3_i0_o18_n5_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x2,T_m3x2 |p_aty3_i0_o18_n6_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t2x2x2,T_t2x2x2 |p_aty3_i0_o18_n7_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t3x3x3,T_t3x3x3 |p_aty3_i0_o18_n8_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_sc,F_sc_d1 |p_aty3_i0_o18_n0_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0007% c:-6.62440000000000 o:-6.6243525  
         -_F_sc_d1,F_sc_d1 |p_aty3_i0_o18_n9_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0015% c:-3.40240000000000 o:-3.4023483  
         -_T_sc,F_sc_d2 |p_aty3_i0_o18_n0_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0011% c:-9.55034625000000 o:-9.5502453  
         -_F_sc_d2,F_sc_d2 |p_aty3_i0_o18_n10_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.002% c:-7.06190200000000 o:-7.0617585  
         -_T_v2,F_v2_d2 |p_aty3_i0_o18_n1_fty11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0012% c:-9.60093520000000 o:-9.6008196  
         -_F_v2_d2,F_v2_d2 |p_aty3_i0_o18_n11_fty11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.001% c:-11.2643402000000 o:-11.264458  
         -_T_v3,F_v3_d2 |p_aty3_i0_o18_n2_fty12  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0012% c:-4.87940764000000 o:-4.8793468  
         -_F_v3_d2,F_v3_d2 |p_aty3_i0_o18_n12_fty12  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0025% c:-7.66171863000000 o:-7.6619067  
         -_T_m2x2,F_m2x2_d2 |p_aty3_i0_o18_n3_fty13  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0013% c:-8.54157683000000 o:-8.5416851  
         -_F_m2x2_d2,F_m2x2_d2 |p_aty3_i0_o18_n13_fty13  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0029% c:-9.65064528000000 o:-9.6503658  
         -_T_m3x3,F_m3x3_d2 |p_aty3_i0_o18_n4_fty14  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0017% c:-6.74876050000000 o:-6.7486472  
         -_F_m3x3_d2,F_m3x3_d2 |p_aty3_i0_o18_n14_fty14  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0016% c:-8.57760000000000 o:-8.577467  
         -_T_sc,F_sc_d3 |p_aty3_i0_o18_n0_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0012% c:-5.39602107187200 o:-5.3959579  
         -_F_sc_d3,F_sc_d3 |p_aty3_i0_o18_n15_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0012% c:-10.6743471735840 o:-10.674472  
         -_T_v2,F_v2_d3 |p_aty3_i0_o18_n1_fty16  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0009% c:-6.26025674880000 o:-6.2602005  
         -_F_v2_d3,F_v2_d3 |p_aty3_i0_o18_n16_fty16  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0038% c:-12.8028158394240 o:-12.802326  
         -_T_v3,F_v3_d3 |p_aty3_i0_o18_n2_fty17  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0017% c:-9.08496328519200 o:-9.0848112  
         -_F_v3_d3,F_v3_d3 |p_aty3_i0_o18_n17_fty17  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0021% c:-15.6809082031250 o:-15.681231  
         -_T_m2x2,F_m2x2_d3 |p_aty3_i0_o18_n3_fty18  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0015% c:-9.69497387641600 o:-9.695118  
         -_F_m2x2_d3,F_m2x2_d3 |p_aty3_i0_o18_n18_fty18  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0037% c:-10.9991982186260 o:-10.998796  
         -_T_m3x3,F_m3x3_d3 |p_aty3_i0_o18_n4_fty19  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0019% c:-9.42303791172400 o:-9.422863  
         -_F_m3x3_d3,F_m3x3_d3 |p_aty3_i0_o18_n19_fty19  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0019% c:-9.10887550698000 o:-9.1086998  
 PASS:cmd: 2 0 - subtraction_neg |0_18- vis15 A:42|42 ran: 42|400 cumulative: 219  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 219cross product_neg |0_19  
         -_T_v2,T_v2 |p_aty3_i0_o19_n1_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_v2_d2,T_v2 |p_aty3_i0_o19_n11_fty1  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0012% c:4.77529600000000 o:4.7752395  
         -_T_v3,T_v3 |p_aty3_i0_o19_n2_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_v3_d3,T_v3 |p_aty3_i0_o19_n17_fty2  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0018% c:20.3921801040000 o:20.391815  
         -_T_v2,F_v2_d2 |p_aty3_i0_o19_n1_fty11  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0018% c:-8.53047500000000 o:-8.5306311  
         -_F_v2_d2,F_v2_d2 |p_aty3_i0_o19_n11_fty11  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0066% c:4.82960254592000 o:4.8292828  
         -_T_v3,F_v3_d3 |p_aty3_i0_o19_n2_fty17  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0016% c:15.3851389340000 o:15.385385  
         -_F_v3_d3,F_v3_d3 |p_aty3_i0_o19_n17_fty17  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0032% c:10.6530162353771 o:10.653353  
 PASS:cmd: 2 0 - cross product_neg |0_19- vis15 A:8|8 ran: 8|400 cumulative: 227  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 227outer product_neg |0_20  
         -_T_v2,T_v2 |p_aty3_i0_o20_n1_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v3,T_v2 |p_aty3_i0_o20_n2_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m2x2,T_v2 |p_aty3_i0_o20_n3_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_v2_d2,T_v2 |p_aty3_i0_o20_n11_fty1  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0017% c:-30.7718364000000 o:-30.771328  
         -_F_v3_d2,T_v2 |p_aty3_i0_o20_n12_fty1  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0018% c:-23.2988311200000 o:-23.298418  
         -_F_m2x2_d2,T_v2 |p_aty3_i0_o20_n13_fty1  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0011% c:-18.0882240000000 o:-18.088017  
         -_F_v2_d3,T_v2 |p_aty3_i0_o20_n16_fty1  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0015% c:-15.1928178939120 o:-15.193039  
         -_F_v3_d3,T_v2 |p_aty3_i0_o20_n17_fty1  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0001 0.0017% c:-32.2460285500000 o:-32.246582  
         -_F_m2x2_d3,T_v2 |p_aty3_i0_o20_n18_fty1  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0017% c:-29.2615285703680 o:-29.26104  
         -_T_v2,T_v3 |p_aty3_i0_o20_n1_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v3,T_v3 |p_aty3_i0_o20_n2_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_v3 |p_aty3_i0_o20_n4_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_v2_d2,T_v3 |p_aty3_i0_o20_n11_fty2  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0002 0.0026% c:-33.2028400000000 o:-33.201962  
         -_F_v3_d2,T_v3 |p_aty3_i0_o20_n12_fty2  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0011% c:-18.9643329600000 o:-18.96454  
         -_F_m3x3_d2,T_v3 |p_aty3_i0_o20_n14_fty2  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0001 0.0022% c:-31.2828850000000 o:-31.282185  
         -_F_v2_d3,T_v3 |p_aty3_i0_o20_n16_fty2  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0016% c:-29.6455767836150 o:-29.645098  
         -_F_v3_d3,T_v3 |p_aty3_i0_o20_n17_fty2  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0018% c:-19.1066667680000 o:-19.106316  
         -_F_m3x3_d3,T_v3 |p_aty3_i0_o20_n19_fty2  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0002 0.0027% c:-33.1557141504000 o:-33.154808  
         -_T_v2,T_m2x2 |p_aty3_i0_o20_n1_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_v2_d2,T_m2x2 |p_aty3_i0_o20_n11_fty3  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0001 0.0021% c:-29.7948650000000 o:-29.794243  
         -_F_v2_d3,T_m2x2 |p_aty3_i0_o20_n16_fty3  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.002% c:-20.6357357875000 o:-20.635323  
         -_T_v3,T_m3x3 |p_aty3_i0_o20_n2_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_v3_d2,T_m3x3 |p_aty3_i0_o20_n12_fty4  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0 0.0019% c:-15.1251536000000 o:-15.125441  
         -_F_v3_d3,T_m3x3 |p_aty3_i0_o20_n17_fty4  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0002 0.0019% c:-35.3675002172400 o:-35.366837  
         -_T_v2,F_v2_d2 |p_aty3_i0_o20_n1_fty11  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0002 0.0029% c:-26.6839590400000 o:-26.683197  
         -_T_v3,F_v2_d2 |p_aty3_i0_o20_n2_fty11  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0 0.0019% c:-18.1144200000000 o:-18.114071  
         -_T_m2x2,F_v2_d2 |p_aty3_i0_o20_n3_fty11  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.002% c:-21.5890075200000 o:-21.589437  
         -_F_v2_d2,F_v2_d2 |p_aty3_i0_o20_n11_fty11  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0002 0.0024% c:-32.4093964941635 o:-32.408607  
         -_F_v3_d2,F_v2_d2 |p_aty3_i0_o20_n12_fty11  
         -Results: x0: X-0 A max diff: 0.0012 sumdiff: 0.0003 0.007% c:-16.4722084418434 o:-16.471058  
         -_F_m2x2_d2,F_v2_d2 |p_aty3_i0_o20_n13_fty11  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0002 0.0032% c:-35.2117963098842 o:-35.212936  
         -_T_v2,F_v3_d2 |p_aty3_i0_o20_n1_fty12  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0016% c:-10.9530704000000 o:-10.953251  
         -_T_v3,F_v3_d2 |p_aty3_i0_o20_n2_fty12  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0013% c:-9.42630000000000 o:-9.4264259  
         -_T_m3x3,F_v3_d2 |p_aty3_i0_o20_n4_fty12  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0017% c:-27.4324672000000 o:-27.432928  
         -_F_v2_d2,F_v3_d2 |p_aty3_i0_o20_n11_fty12  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0051% c:-11.1570373197804 o:-11.156469  
         -_F_v3_d2,F_v3_d2 |p_aty3_i0_o20_n12_fty12  
         -Results: x0: X-0 A max diff: 0.0022 sumdiff: 0.0005 0.0042% c:-52.7777737389182 o:-52.775547  
         -_F_m3x3_d2,F_v3_d2 |p_aty3_i0_o20_n14_fty12  
         -Results: x0: X-0 A max diff: 0.0032 sumdiff: 0.0007 0.0044% c:-73.6972993274814 o:-73.694077  
         -_T_v2,F_m2x2_d2 |p_aty3_i0_o20_n1_fty13  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0015% c:-34.7432736000000 o:-34.743778  
         -_F_v2_d2,F_m2x2_d2 |p_aty3_i0_o20_n11_fty13  
         -Results: x0: X-0 A max diff: 0.0017 sumdiff: 0.0003 0.0042% c:-40.2148764804393 o:-40.2132  
         -_T_v3,F_m3x3_d2 |p_aty3_i0_o20_n2_fty14  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0001 0.0028% c:-22.7747200000000 o:-22.774073  
         -_F_v3_d2,F_m3x3_d2 |p_aty3_i0_o20_n12_fty14  
         -Results: x0: X-0 A max diff: 0.0019 sumdiff: 0.0003 0.0043% c:-44.5310977351406 o:-44.529179  
         -_T_v2,F_v2_d3 |p_aty3_i0_o20_n1_fty16  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0032% c:-11.3972266398160 o:-11.396866  
         -_T_v3,F_v2_d3 |p_aty3_i0_o20_n2_fty16  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0001 0.0023% c:-28.0571355264000 o:-28.056496  
         -_T_m2x2,F_v2_d3 |p_aty3_i0_o20_n3_fty16  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0022% c:-23.0953233879000 o:-23.09481  
         -_F_v2_d3,F_v2_d3 |p_aty3_i0_o20_n16_fty16  
         -Results: x0: X-0 A max diff: 0.0028 sumdiff: 0.0004 0.0041% c:-67.6650795443864 o:-67.662323  
         -_F_v3_d3,F_v2_d3 |p_aty3_i0_o20_n17_fty16  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0033% c:-14.6887012203802 o:-14.688221  
         -_F_m2x2_d3,F_v2_d3 |p_aty3_i0_o20_n18_fty16  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0025% c:-10.4727646366997 o:-10.473028  
         -_T_v2,F_v3_d3 |p_aty3_i0_o20_n1_fty17  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0036% c:-13.1149000000000 o:-13.114424  
         -_T_v3,F_v3_d3 |p_aty3_i0_o20_n2_fty17  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0024% c:-25.1745505280000 o:-25.173943  
         -_T_m3x3,F_v3_d3 |p_aty3_i0_o20_n4_fty17  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0001 0.003% c:-22.5269039043200 o:-22.527584  
         -_F_v2_d3,F_v3_d3 |p_aty3_i0_o20_n16_fty17  
         -Results: x0: X-0 A max diff: 0.0018 sumdiff: 0.0004 0.0032% c:-56.5531192680897 o:-56.551304  
         -_F_v3_d3,F_v3_d3 |p_aty3_i0_o20_n17_fty17  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0003 0.003% c:-44.5991954245595 o:-44.600536  
         -_F_m3x3_d3,F_v3_d3 |p_aty3_i0_o20_n19_fty17  
         -Results: x0: X-0 A max diff: 0.0018 sumdiff: 0.0004 0.0024% c:-74.9217717851577 o:-74.919991  
         -_T_v2,F_m2x2_d3 |p_aty3_i0_o20_n1_fty18  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0014% c:-33.3261752000000 o:-33.326645  
         -_F_v2_d3,F_m2x2_d3 |p_aty3_i0_o20_n16_fty18  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0002 0.0064% c:-10.6952580189199 o:-10.695939  
         -_T_v3,F_m3x3_d3 |p_aty3_i0_o20_n2_fty19  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0001 0.0027% c:-21.4732025000000 o:-21.472633  
         -_F_v3_d3,F_m3x3_d3 |p_aty3_i0_o20_n17_fty19  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0003 0.0032% c:-42.0985946446621 o:-42.099949  
 PASS:cmd: 2 0 - outer product_neg |0_20- vis15 A:56|56 ran: 56|400 cumulative: 283  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 283inner product_neg |0_21  
         -_T_v2,T_v2 |p_aty3_i0_o21_n1_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m2x2,T_v2 |p_aty3_i0_o21_n3_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x2,T_v2 |p_aty3_i0_o21_n6_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t2x2x2,T_v2 |p_aty3_i0_o21_n7_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_v2_d2,T_v2 |p_aty3_i0_o21_n11_fty1  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0014% c:-26.9306640000000 o:-26.930275  
         -_F_m2x2_d2,T_v2 |p_aty3_i0_o21_n13_fty1  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0001 0.0029% c:-25.2457251600000 o:-25.244995  
         -_F_v2_d3,T_v2 |p_aty3_i0_o21_n16_fty1  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0014% c:-11.2236588800000 o:-11.223498  
         -_F_m2x2_d3,T_v2 |p_aty3_i0_o21_n18_fty1  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0002 0.0014% c:-22.1691172038720 o:-22.168798  
         -_T_v3,T_v3 |p_aty3_i0_o21_n2_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_v3 |p_aty3_i0_o21_n4_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m2x3,T_v3 |p_aty3_i0_o21_n5_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t3x3x3,T_v3 |p_aty3_i0_o21_n8_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_v3_d2,T_v3 |p_aty3_i0_o21_n12_fty2  
         -Results: x0: X-0 A max diff: 0.0012 sumdiff: 0.0005 0.0024% c:-48.9818860000000 o:-48.980728  
         -_F_m3x3_d2,T_v3 |p_aty3_i0_o21_n14_fty2  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0025% c:-23.2768145200000 o:-23.27623  
         -_F_v3_d3,T_v3 |p_aty3_i0_o21_n17_fty2  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0004 0.0036% c:-24.0530872284120 o:-24.052214  
         -_F_m3x3_d3,T_v3 |p_aty3_i0_o21_n19_fty2  
         -Results: x0: X-0 A max diff: 0.0016 sumdiff: 0.0006 0.0028% c:-55.0936259006720 o:-55.092072  
         -_T_v2,T_m2x2 |p_aty3_i0_o21_n1_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m2x2,T_m2x2 |p_aty3_i0_o21_n3_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x2,T_m2x2 |p_aty3_i0_o21_n6_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t2x2x2,T_m2x2 |p_aty3_i0_o21_n7_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_v2_d2,T_m2x2 |p_aty3_i0_o21_n11_fty3  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0017% c:-30.3268481600000 o:-30.326344  
         -_F_m2x2_d2,T_m2x2 |p_aty3_i0_o21_n13_fty3  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0014% c:-15.3496192000000 o:-15.349405  
         -_F_v2_d3,T_m2x2 |p_aty3_i0_o21_n16_fty3  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0003 0.0022% c:-36.0143778900000 o:-36.013603  
         -_F_m2x2_d3,T_m2x2 |p_aty3_i0_o21_n18_fty3  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0017% c:-37.3856712768000 o:-37.385036  
         -_T_v3,T_m3x3 |p_aty3_i0_o21_n2_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_m3x3 |p_aty3_i0_o21_n4_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m2x3,T_m3x3 |p_aty3_i0_o21_n5_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t3x3x3,T_m3x3 |p_aty3_i0_o21_n8_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_v3_d2,T_m3x3 |p_aty3_i0_o21_n12_fty4  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.001% c:-51.3138489600000 o:-51.313339  
         -_F_m3x3_d2,T_m3x3 |p_aty3_i0_o21_n14_fty4  
         -Results: x0: X-0 A max diff: 0.002 sumdiff: 0.0008 0.0026% c:-75.7598980800000 o:-75.757919  
         -_F_v3_d3,T_m3x3 |p_aty3_i0_o21_n17_fty4  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0004 0.004% c:-33.4674203162240 o:-33.466068  
         -_F_m3x3_d3,T_m3x3 |p_aty3_i0_o21_n19_fty4  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0003 0.0013% c:-76.9143902404880 o:-76.913391  
         -_T_v2,T_m2x3 |p_aty3_i0_o21_n1_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m2x2,T_m2x3 |p_aty3_i0_o21_n3_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x2,T_m2x3 |p_aty3_i0_o21_n6_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_v2_d2,T_m2x3 |p_aty3_i0_o21_n11_fty5  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0019% c:-33.0991192400000 o:-33.099754  
         -_F_m2x2_d2,T_m2x3 |p_aty3_i0_o21_n13_fty5  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0024% c:-19.4010306000000 o:-19.400574  
         -_F_v2_d3,T_m2x3 |p_aty3_i0_o21_n16_fty5  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0003 0.0035% c:-36.0323565499520 o:-36.031094  
         -_F_m2x2_d3,T_m2x3 |p_aty3_i0_o21_n18_fty5  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0004 0.0023% c:-55.6894582667200 o:-55.688168  
         -_T_v3,T_m3x2 |p_aty3_i0_o21_n2_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_m3x2 |p_aty3_i0_o21_n4_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m2x3,T_m3x2 |p_aty3_i0_o21_n5_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_v3_d2,T_m3x2 |p_aty3_i0_o21_n12_fty6  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0009% c:-30.8343752000000 o:-30.834091  
         -_F_m3x3_d2,T_m3x2 |p_aty3_i0_o21_n14_fty6  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0003 0.0013% c:-50.0121960000000 o:-50.011528  
         -_F_v3_d3,T_m3x2 |p_aty3_i0_o21_n17_fty6  
         -Results: x0: X-0 A max diff: 0.002 sumdiff: 0.0006 0.0032% c:-60.7338127723520 o:-60.731842  
         -_F_m3x3_d3,T_m3x2 |p_aty3_i0_o21_n19_fty6  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0003 0.0028% c:-41.7751979404000 o:-41.774048  
         -_T_v2,T_t2x2x2 |p_aty3_i0_o21_n1_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m2x2,T_t2x2x2 |p_aty3_i0_o21_n3_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_v2_d2,T_t2x2x2 |p_aty3_i0_o21_n11_fty7  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0004 0.0013% c:-69.4076722500000 o:-69.408577  
         -_F_m2x2_d2,T_t2x2x2 |p_aty3_i0_o21_n13_fty7  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0003 0.0021% c:-64.7489248000000 o:-64.747597  
         -_F_v2_d3,T_t2x2x2 |p_aty3_i0_o21_n16_fty7  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0001 0.0023% c:-26.9294886400000 o:-26.928875  
         -_F_m2x2_d3,T_t2x2x2 |p_aty3_i0_o21_n18_fty7  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0003 0.0013% c:-49.2732542064640 o:-49.272594  
         -_T_v3,T_t3x3x3 |p_aty3_i0_o21_n2_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_t3x3x3 |p_aty3_i0_o21_n4_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_v3_d2,T_t3x3x3 |p_aty3_i0_o21_n12_fty8  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0003 0.0024% c:-35.8586491800000 o:-35.859516  
         -_F_m3x3_d2,T_t3x3x3 |p_aty3_i0_o21_n14_fty8  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0003 0.0024% c:-52.7789964400000 o:-52.77771  
         -_F_v3_d3,T_t3x3x3 |p_aty3_i0_o21_n17_fty8  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0003 0.0042% c:-30.0543756744000 o:-30.05312  
         -_F_m3x3_d3,T_t3x3x3 |p_aty3_i0_o21_n19_fty8  
         -Results: x0: X-0 A max diff: 0.0017 sumdiff: 0.0004 0.0025% c:-66.3400505528000 o:-66.338387  
         -_T_v2,F_v2_d2 |p_aty3_i0_o21_n1_fty11  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0002 0.0025% c:-26.7529420800000 o:-26.752285  
         -_T_m2x2,F_v2_d2 |p_aty3_i0_o21_n3_fty11  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0014% c:-19.7545773200000 o:-19.754305  
         -_T_m3x2,F_v2_d2 |p_aty3_i0_o21_n6_fty11  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0019% c:-21.2105327900000 o:-21.210939  
         -_T_t2x2x2,F_v2_d2 |p_aty3_i0_o21_n7_fty11  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0022% c:-20.8872388000000 o:-20.88678  
         -_F_v2_d2,F_v2_d2 |p_aty3_i0_o21_n11_fty11  
         -Results: x0: X-0 A max diff: 0.0031 sumdiff: 0.0009 0.0044% c:-69.3755698043361 o:-69.378632  
         -_F_m2x2_d2,F_v2_d2 |p_aty3_i0_o21_n13_fty11  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0003 0.0039% c:-21.8222025458080 o:-21.821352  
         -_T_v3,F_v3_d2 |p_aty3_i0_o21_n2_fty12  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0003 0.0028% c:-25.4447872000000 o:-25.444077  
         -_T_m3x3,F_v3_d2 |p_aty3_i0_o21_n4_fty12  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0003 0.0033% c:-20.8203568000000 o:-20.819672  
         -_T_m2x3,F_v3_d2 |p_aty3_i0_o21_n5_fty12  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.001% c:-45.2909528000000 o:-45.290512  
         -_T_t3x3x3,F_v3_d2 |p_aty3_i0_o21_n8_fty12  
         -Results: x0: X-0 A max diff: 0.0012 sumdiff: 0.0003 0.0029% c:-40.5479510400000 o:-40.546757  
         -_F_v3_d2,F_v3_d2 |p_aty3_i0_o21_n12_fty12  
         -Results: x0: X-0 A max diff: 0.002 sumdiff: 0.0006 0.0029% c:-69.2710668809000 o:-69.273048  
         -_F_m3x3_d2,F_v3_d2 |p_aty3_i0_o21_n14_fty12  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0003 0.0032% c:-34.3188900314999 o:-34.317795  
         -_T_v2,F_m2x2_d2 |p_aty3_i0_o21_n1_fty13  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0003 0.0021% c:-33.2453238600000 o:-33.244621  
         -_T_m2x2,F_m2x2_d2 |p_aty3_i0_o21_n3_fty13  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0002 0.002% c:-36.5980032000000 o:-36.598747  
         -_T_m3x2,F_m2x2_d2 |p_aty3_i0_o21_n6_fty13  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0002 0.0019% c:-35.4346240000000 o:-35.433937  
         -_T_t2x2x2,F_m2x2_d2 |p_aty3_i0_o21_n7_fty13  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0001 0.0017% c:-36.6622920000000 o:-36.661667  
         -_F_v2_d2,F_m2x2_d2 |p_aty3_i0_o21_n11_fty13  
         -Results: x0: X-0 A max diff: 0.0025 sumdiff: 0.0005 0.0057% c:-43.7783730553156 o:-43.775898  
         -_F_m2x2_d2,F_m2x2_d2 |p_aty3_i0_o21_n13_fty13  
         -Results: x0: X-0 A max diff: 0.0016 sumdiff: 0.0004 0.0043% c:-36.2545888433340 o:-36.253014  
         -_T_v3,F_m3x3_d2 |p_aty3_i0_o21_n2_fty14  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0003 0.0012% c:-66.9752680000000 o:-66.976051  
         -_T_m3x3,F_m3x3_d2 |p_aty3_i0_o21_n4_fty14  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0017% c:-25.3763061100000 o:-25.376741  
         -_T_m2x3,F_m3x3_d2 |p_aty3_i0_o21_n5_fty14  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0009% c:-35.6093049600000 o:-35.609612  
         -_T_t3x3x3,F_m3x3_d2 |p_aty3_i0_o21_n8_fty14  
         -Results: x0: X-0 A max diff: 0.0016 sumdiff: 0.0003 0.0019% c:-80.4148803000000 o:-80.413322  
         -_F_v3_d2,F_m3x3_d2 |p_aty3_i0_o21_n12_fty14  
         -Results: x0: X-0 A max diff: 0.0024 sumdiff: 0.0007 0.0049% c:-49.6235686131472 o:-49.621155  
         -_F_m3x3_d2,F_m3x3_d2 |p_aty3_i0_o21_n14_fty14  
         -Results: x0: X-0 A max diff: 0.0054 sumdiff: 0.0013 0.0058% c:-92.6838121448800 o:-92.678391  
         -_T_v2,F_v2_d3 |p_aty3_i0_o21_n1_fty16  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0023% c:-24.2462031436000 o:-24.245638  
         -_T_m2x2,F_v2_d3 |p_aty3_i0_o21_n3_fty16  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0013% c:-27.0519429093750 o:-27.052301  
         -_T_m3x2,F_v2_d3 |p_aty3_i0_o21_n6_fty16  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0001 0.0032% c:-26.7276484413440 o:-26.726795  
         -_T_t2x2x2,F_v2_d3 |p_aty3_i0_o21_n7_fty16  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0015% c:-36.7866283914250 o:-36.786079  
         -_F_v2_d3,F_v2_d3 |p_aty3_i0_o21_n16_fty16  
         -Results: x0: X-0 A max diff: 0.0054 sumdiff: 0.0015 0.0043% c:-126.091386916506 o:-126.086  
         -_F_m2x2_d3,F_v2_d3 |p_aty3_i0_o21_n18_fty16  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0039% c:-8.09141094860667 o:-8.091095  
         -_T_v3,F_v3_d3 |p_aty3_i0_o21_n2_fty17  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0005 0.0021% c:-50.4684511731200 o:-50.467384  
         -_T_m3x3,F_v3_d3 |p_aty3_i0_o21_n4_fty17  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0003 0.0016% c:-68.5481874431520 o:-68.547112  
         -_T_m2x3,F_v3_d3 |p_aty3_i0_o21_n5_fty17  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0002 0.0025% c:-40.4930313768000 o:-40.492027  
         -_T_t3x3x3,F_v3_d3 |p_aty3_i0_o21_n8_fty17  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0003 0.0023% c:-33.5005229668750 o:-33.499756  
         -_F_v3_d3,F_v3_d3 |p_aty3_i0_o21_n17_fty17  
         -Results: x0: X-0 A max diff: 0.0012 sumdiff: 0.0004 0.0027% c:-43.2751151652081 o:-43.27396  
         -_F_m3x3_d3,F_v3_d3 |p_aty3_i0_o21_n19_fty17  
         -Results: x0: X-0 A max diff: 0.0018 sumdiff: 0.0006 0.0023% c:-76.2392885883921 o:-76.237526  
         -_T_v2,F_m2x2_d3 |p_aty3_i0_o21_n1_fty18  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0003 0.0014% c:-29.9014091728000 o:-29.900978  
         -_T_m2x2,F_m2x2_d3 |p_aty3_i0_o21_n3_fty18  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0006 0.0025% c:-55.3251699668480 o:-55.323814  
         -_T_m3x2,F_m2x2_d3 |p_aty3_i0_o21_n6_fty18  
         -Results: x0: X-0 A max diff: 0.0036 sumdiff: 0.0006 0.0033% c:-109.009948608000 o:-109.00639  
         -_T_t2x2x2,F_m2x2_d3 |p_aty3_i0_o21_n7_fty18  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0018% c:-33.2304612006400 o:-33.229862  
         -_F_v2_d3,F_m2x2_d3 |p_aty3_i0_o21_n16_fty18  
         -Results: x0: X-0 A max diff: 0.0036 sumdiff: 0.0012 0.0053% c:-67.7234902637472 o:-67.719925  
         -_F_m2x2_d3,F_m2x2_d3 |p_aty3_i0_o21_n18_fty18  
         -Results: x0: X-0 A max diff: 0.0028 sumdiff: 0.0005 0.0038% c:-74.8881909048499 o:-74.885353  
         -_T_v3,F_m3x3_d3 |p_aty3_i0_o21_n2_fty19  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0007% c:-58.9440938235080 o:-58.944504  
         -_T_m3x3,F_m3x3_d3 |p_aty3_i0_o21_n4_fty19  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0012% c:-38.6558494000000 o:-38.655384  
         -_T_m2x3,F_m3x3_d3 |p_aty3_i0_o21_n5_fty19  
         -Results: x0: X-0 A max diff: 0.0016 sumdiff: 0.0002 0.0022% c:-75.1877600176000 o:-75.186119  
         -_T_t3x3x3,F_m3x3_d3 |p_aty3_i0_o21_n8_fty19  
         -Results: x0: X-0 A max diff: 0.0017 sumdiff: 0.0003 0.0026% c:-63.2540005972000 o:-63.25235  
         -_F_v3_d3,F_m3x3_d3 |p_aty3_i0_o21_n17_fty19  
         -Results: x0: X-0 A max diff: 0.0038 sumdiff: 0.0015 0.0027% c:-140.860244768093 o:-140.85641  
         -_F_m3x3_d3,F_m3x3_d3 |p_aty3_i0_o21_n19_fty19  
         -Results: x0: X-0 A max diff: 0.005 sumdiff: 0.0016 0.0021% c:-237.091891235544 o:-237.0869  
 PASS:cmd: 2 0 - inner product_neg |0_21- vis15 A:106|106 ran: 106|400 cumulative: 389  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 389multiplication_neg |0_22  
         -_T_sc,T_sc |p_aty3_i0_o22_n0_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v2,T_sc |p_aty3_i0_o22_n1_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v3,T_sc |p_aty3_i0_o22_n2_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m2x2,T_sc |p_aty3_i0_o22_n3_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_sc |p_aty3_i0_o22_n4_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m2x3,T_sc |p_aty3_i0_o22_n5_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x2,T_sc |p_aty3_i0_o22_n6_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t2x2x2,T_sc |p_aty3_i0_o22_n7_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t3x3x3,T_sc |p_aty3_i0_o22_n8_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_sc_d1,T_sc |p_aty3_i0_o22_n9_fty0  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0002 0.0014% c:-20.7168000000000 o:-20.717093  
         -_F_sc_d2,T_sc |p_aty3_i0_o22_n10_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0013% c:-9.36527328000000 o:-9.3651524  
         -_F_v2_d2,T_sc |p_aty3_i0_o22_n11_fty0  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.002% c:-10.7601585600000 o:-10.759939  
         -_F_v3_d2,T_sc |p_aty3_i0_o22_n12_fty0  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0018% c:-14.8785000000000 o:-14.878773  
         -_F_m2x2_d2,T_sc |p_aty3_i0_o22_n13_fty0  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0017% c:-10.1170353600000 o:-10.116862  
         -_F_m3x3_d2,T_sc |p_aty3_i0_o22_n14_fty0  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0028% c:-21.5394124800000 o:-21.538815  
         -_F_sc_d3,T_sc |p_aty3_i0_o22_n15_fty0  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0025% c:-11.8837667351610 o:-11.883471  
         -_F_v2_d3,T_sc |p_aty3_i0_o22_n16_fty0  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0019% c:-22.5384643788800 o:-22.53804  
         -_F_v3_d3,T_sc |p_aty3_i0_o22_n17_fty0  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0016% c:-29.8080911982400 o:-29.807602  
         -_F_m2x2_d3,T_sc |p_aty3_i0_o22_n18_fty0  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0016% c:-31.3759620505600 o:-31.376457  
         -_F_m3x3_d3,T_sc |p_aty3_i0_o22_n19_fty0  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0014% c:-27.1748331403520 o:-27.174448  
         -_T_sc,T_v2 |p_aty3_i0_o22_n0_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_sc_d1,T_v2 |p_aty3_i0_o22_n9_fty1  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.001% c:-10.0880000000000 o:-10.088099  
         -_F_sc_d2,T_v2 |p_aty3_i0_o22_n10_fty1  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0001 0.0025% c:-21.8939635200000 o:-21.894514  
         -_F_sc_d3,T_v2 |p_aty3_i0_o22_n15_fty1  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0003 0.0033% c:-31.0151135211360 o:-31.014101  
         -_T_sc,T_v3 |p_aty3_i0_o22_n0_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_sc_d1,T_v3 |p_aty3_i0_o22_n9_fty2  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0015% c:-19.0368000000000 o:-19.036512  
         -_F_sc_d2,T_v3 |p_aty3_i0_o22_n10_fty2  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0019% c:-16.5244800000000 o:-16.524162  
         -_F_sc_d3,T_v3 |p_aty3_i0_o22_n15_fty2  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0018% c:-11.3056507800000 o:-11.30545  
         -_T_sc,T_m2x2 |p_aty3_i0_o22_n0_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_sc_d1,T_m2x2 |p_aty3_i0_o22_n9_fty3  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0015% c:-20.1305000000000 o:-20.130207  
         -_F_sc_d2,T_m2x2 |p_aty3_i0_o22_n10_fty3  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0018% c:-20.5750988800000 o:-20.574724  
         -_F_sc_d3,T_m2x2 |p_aty3_i0_o22_n15_fty3  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0024% c:-25.8896788590080 o:-25.889055  
         -_T_sc,T_m3x3 |p_aty3_i0_o22_n0_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_sc_d1,T_m3x3 |p_aty3_i0_o22_n9_fty4  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0009% c:-19.0875000000000 o:-19.087334  
         -_F_sc_d2,T_m3x3 |p_aty3_i0_o22_n10_fty4  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0014% c:-23.6319360000000 o:-23.632277  
         -_F_sc_d3,T_m3x3 |p_aty3_i0_o22_n15_fty4  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.002% c:-16.9598899171800 o:-16.96023  
         -_T_sc,T_m2x3 |p_aty3_i0_o22_n0_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_sc_d1,T_m2x3 |p_aty3_i0_o22_n9_fty5  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0015% c:-5.92000000000000 o:-5.919909  
         -_F_sc_d2,T_m2x3 |p_aty3_i0_o22_n10_fty5  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0021% c:-20.4019172800000 o:-20.401485  
         -_F_sc_d3,T_m2x3 |p_aty3_i0_o22_n15_fty5  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0002 0.0024% c:-33.3401306437800 o:-33.339344  
         -_T_sc,T_m3x2 |p_aty3_i0_o22_n0_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_sc_d1,T_m3x2 |p_aty3_i0_o22_n9_fty6  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0017% c:-20.1525000000000 o:-20.152159  
         -_F_sc_d2,T_m3x2 |p_aty3_i0_o22_n10_fty6  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0022% c:-11.4477240500000 o:-11.447474  
         -_F_sc_d3,T_m3x2 |p_aty3_i0_o22_n15_fty6  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0012% c:-27.1026554000000 o:-27.10232  
         -_T_sc,T_t2x2x2 |p_aty3_i0_o22_n0_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_sc_d1,T_t2x2x2 |p_aty3_i0_o22_n9_fty7  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0013% c:-30.4000000000000 o:-30.399601  
         -_F_sc_d2,T_t2x2x2 |p_aty3_i0_o22_n10_fty7  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0015% c:-22.0919376000000 o:-22.091602  
         -_F_sc_d3,T_t2x2x2 |p_aty3_i0_o22_n15_fty7  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0028% c:-12.0190804160000 o:-12.018747  
         -_T_sc,T_t3x3x3 |p_aty3_i0_o22_n0_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_sc_d1,T_t3x3x3 |p_aty3_i0_o22_n9_fty8  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0016% c:-5.64000000000000 o:-5.6399102  
         -_F_sc_d2,T_t3x3x3 |p_aty3_i0_o22_n10_fty8  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0019% c:-19.9274375000000 o:-19.927814  
         -_F_sc_d3,T_t3x3x3 |p_aty3_i0_o22_n15_fty8  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0002 0.0029% c:-29.3312587143400 o:-29.330414  
         -_T_sc,F_sc_d1 |p_aty3_i0_o22_n0_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0017% c:-4.90400000000000 o:-4.9039164  
         -_T_v2,F_sc_d1 |p_aty3_i0_o22_n1_fty9  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0015% c:-12.9915000000000 o:-12.991304  
         -_T_v3,F_sc_d1 |p_aty3_i0_o22_n2_fty9  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0013% c:-15.6780000000000 o:-15.677801  
         -_T_m2x2,F_sc_d1 |p_aty3_i0_o22_n3_fty9  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0021% c:-18.3725000000000 o:-18.372118  
         -_T_m3x3,F_sc_d1 |p_aty3_i0_o22_n4_fty9  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0011% c:-35.8225000000000 o:-35.822884  
         -_T_m2x3,F_sc_d1 |p_aty3_i0_o22_n5_fty9  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0009% c:-17.0428000000000 o:-17.042957  
         -_T_m3x2,F_sc_d1 |p_aty3_i0_o22_n6_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0009% c:-10.0400000000000 o:-10.039907  
         -_T_t2x2x2,F_sc_d1 |p_aty3_i0_o22_n7_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0015% c:-10.1340000000000 o:-10.133853  
         -_T_t3x3x3,F_sc_d1 |p_aty3_i0_o22_n8_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0011% c:-12.2780000000000 o:-12.27786  
         -_F_sc_d1,F_sc_d1 |p_aty3_i0_o22_n9_fty9  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0024% c:-10.7580332300000 o:-10.757772  
         -_T_sc,F_sc_d2 |p_aty3_i0_o22_n0_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0027% c:-2.92026608000000 o:-2.920186  
         -_T_v2,F_sc_d2 |p_aty3_i0_o22_n1_fty10  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0019% c:-21.7690760000000 o:-21.768656  
         -_T_v3,F_sc_d2 |p_aty3_i0_o22_n2_fty10  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0018% c:-14.4141315600000 o:-14.413866  
         -_T_m2x2,F_sc_d2 |p_aty3_i0_o22_n3_fty10  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0019% c:-9.03405015000000 o:-9.0338783  
         -_T_m3x3,F_sc_d2 |p_aty3_i0_o22_n4_fty10  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0014% c:-18.2940019200000 o:-18.293747  
         -_T_m2x3,F_sc_d2 |p_aty3_i0_o22_n5_fty10  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0017% c:-28.7252500000000 o:-28.724768  
         -_T_m3x2,F_sc_d2 |p_aty3_i0_o22_n6_fty10  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0013% c:-19.0741200000000 o:-19.07387  
         -_T_t2x2x2,F_sc_d2 |p_aty3_i0_o22_n7_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.002% c:-5.50587600000000 o:-5.5057664  
         -_T_t3x3x3,F_sc_d2 |p_aty3_i0_o22_n8_fty10  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0021% c:-15.5715160000000 o:-15.571844  
         -_F_sc_d2,F_sc_d2 |p_aty3_i0_o22_n10_fty10  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0011% c:-36.4523770849504 o:-36.452782  
         -_F_v2_d2,F_sc_d2 |p_aty3_i0_o22_n11_fty10  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0003 0.0029% c:-45.3293260146283 o:-45.32803  
         -_F_v3_d2,F_sc_d2 |p_aty3_i0_o22_n12_fty10  
         -Results: x0: X-0 A max diff: 0.0017 sumdiff: 0.0004 0.0051% c:-32.5161156510876 o:-32.517769  
         -_F_m2x2_d2,F_sc_d2 |p_aty3_i0_o22_n13_fty10  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0002 0.002% c:-34.9197001115369 o:-34.920406  
         -_F_m3x3_d2,F_sc_d2 |p_aty3_i0_o22_n14_fty10  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0042% c:-14.3806243008000 o:-14.38002  
         -_T_sc,F_v2_d2 |p_aty3_i0_o22_n0_fty11  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.002% c:-14.7086217600000 o:-14.708333  
         -_F_sc_d2,F_v2_d2 |p_aty3_i0_o22_n10_fty11  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0024% c:-20.2131509222400 o:-20.213646  
         -_T_sc,F_v3_d2 |p_aty3_i0_o22_n0_fty12  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0016% c:-24.4978110000000 o:-24.497412  
         -_F_sc_d2,F_v3_d2 |p_aty3_i0_o22_n10_fty12  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0025% c:-9.54502358734575 o:-9.5447855  
         -_T_sc,F_m2x2_d2 |p_aty3_i0_o22_n0_fty13  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0021% c:-12.5519128200000 o:-12.551644  
         -_F_sc_d2,F_m2x2_d2 |p_aty3_i0_o22_n10_fty13  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0019% c:-25.5795621490196 o:-25.579084  
         -_T_sc,F_m3x3_d2 |p_aty3_i0_o22_n0_fty14  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0017% c:-5.01696000000000 o:-5.0168748  
         -_F_sc_d2,F_m3x3_d2 |p_aty3_i0_o22_n10_fty14  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0002 0.0029% c:-26.8092231624000 o:-26.808447  
         -_T_sc,F_sc_d3 |p_aty3_i0_o22_n0_fty15  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0032% c:-6.45234729990000 o:-6.4521437  
         -_T_v2,F_sc_d3 |p_aty3_i0_o22_n1_fty15  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0001 0.0034% c:-17.5833793264000 o:-17.582781  
         -_T_v3,F_sc_d3 |p_aty3_i0_o22_n2_fty15  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0016% c:-12.3183748864000 o:-12.318174  
         -_T_m2x2,F_sc_d3 |p_aty3_i0_o22_n3_fty15  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0016% c:-9.56487190521600 o:-9.5647211  
         -_T_m3x3,F_sc_d3 |p_aty3_i0_o22_n4_fty15  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0025% c:-24.0920630097500 o:-24.09267  
         -_T_m2x3,F_sc_d3 |p_aty3_i0_o22_n5_fty15  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0025% c:-24.1091825179000 o:-24.109791  
         -_T_m3x2,F_sc_d3 |p_aty3_i0_o22_n6_fty15  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0026% c:-9.88282366800000 o:-9.8825626  
         -_T_t2x2x2,F_sc_d3 |p_aty3_i0_o22_n7_fty15  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0047% c:-10.5392592777600 o:-10.538759  
         -_T_t3x3x3,F_sc_d3 |p_aty3_i0_o22_n8_fty15  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0013% c:-32.6057190601600 o:-32.605309  
         -_F_sc_d3,F_sc_d3 |p_aty3_i0_o22_n15_fty15  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0109% c:-4.93281534943545 o:-4.9322791  
         -_F_v2_d3,F_sc_d3 |p_aty3_i0_o22_n16_fty15  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0 0.0024% c:-10.9269305888169 o:-10.927192  
         -_F_v3_d3,F_sc_d3 |p_aty3_i0_o22_n17_fty15  
         -Results: x0: X-0 A max diff: 0.0018 sumdiff: 0.0003 0.0051% c:-35.7957529627996 o:-35.793919  
         -_F_m2x2_d3,F_sc_d3 |p_aty3_i0_o22_n18_fty15  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0001 0.003% c:-24.8120190958088 o:-24.811283  
         -_F_m3x3_d3,F_sc_d3 |p_aty3_i0_o22_n19_fty15  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0002 0.0026% c:-27.5236747702040 o:-27.524382  
         -_T_sc,F_v2_d3 |p_aty3_i0_o22_n0_fty16  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0029% c:-1.61249194705200 o:-1.6124445  
         -_F_sc_d3,F_v2_d3 |p_aty3_i0_o22_n15_fty16  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0052% c:-8.48288351857865 o:-8.482439  
         -_T_sc,F_v3_d3 |p_aty3_i0_o22_n0_fty17  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0026% c:-9.70997574082000 o:-9.7097197  
         -_F_sc_d3,F_v3_d3 |p_aty3_i0_o22_n15_fty17  
         -Results: x0: X-0 A max diff: 0.0031 sumdiff: 0.0007 0.0055% c:-55.4282904872076 o:-55.42524  
         -_T_sc,F_m2x2_d3 |p_aty3_i0_o22_n0_fty18  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0028% c:-15.5817014241120 o:-15.58213  
         -_F_sc_d3,F_m2x2_d3 |p_aty3_i0_o22_n15_fty18  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0018% c:-12.8708750901902 o:-12.870646  
         -_T_sc,F_m3x3_d3 |p_aty3_i0_o22_n0_fty19  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0026% c:-6.52011059000000 o:-6.5202789  
         -_F_sc_d3,F_m3x3_d3 |p_aty3_i0_o22_n15_fty19  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0038% c:-11.2012173741202 o:-11.200787  
 PASS:cmd: 2 0 - multiplication_neg |0_22- vis15 A:106|106 ran: 106|400 cumulative: 495  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 495division_neg |0_23  
         -_T_sc,T_sc |p_aty3_i0_o23_n0_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v2,T_sc |p_aty3_i0_o23_n1_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v3,T_sc |p_aty3_i0_o23_n2_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-3/5 o:-0.60000002  
         -_T_m2x2,T_sc |p_aty3_i0_o23_n3_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-3/5 o:-0.60000002  
         -_T_m3x3,T_sc |p_aty3_i0_o23_n4_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-3/5 o:-0.60000002  
         -_T_m2x3,T_sc |p_aty3_i0_o23_n5_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x2,T_sc |p_aty3_i0_o23_n6_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-4/3 o:-1.3333334  
         -_T_t2x2x2,T_sc |p_aty3_i0_o23_n7_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-3/5 o:-0.60000002  
         -_T_t3x3x3,T_sc |p_aty3_i0_o23_n8_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-5/3 o:-1.6666666  
         -_F_sc_d1,T_sc |p_aty3_i0_o23_n9_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.002% c:-0.944980000000000 o:-0.94496077  
         -_F_sc_d2,T_sc |p_aty3_i0_o23_n10_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0024% c:-5.92320000000000 o:-5.9230552  
         -_F_v2_d2,T_sc |p_aty3_i0_o23_n11_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0016% c:-1.22500000000000 o:-1.2250195  
         -_F_v3_d2,T_sc |p_aty3_i0_o23_n12_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0021% c:-1.13357500000000 o:-1.1335515  
         -_F_m2x2_d2,T_sc |p_aty3_i0_o23_n13_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0009% c:-1.99893333333333 o:-1.9989505  
         -_F_m3x3_d2,T_sc |p_aty3_i0_o23_n14_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0017% c:-0.970708694000000 o:-0.97069246  
         -_F_sc_d3,T_sc |p_aty3_i0_o23_n15_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0024% c:-1.20076144000000 o:-1.2007331  
         -_F_v2_d3,T_sc |p_aty3_i0_o23_n16_fty0  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0026% c:-5.82398463832000 o:-5.8238344  
         -_F_v3_d3,T_sc |p_aty3_i0_o23_n17_fty0  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0022% c:-8.66670268584300 o:-8.6665077  
         -_F_m2x2_d3,T_sc |p_aty3_i0_o23_n18_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0027% c:-2.00568709043200 o:-2.0056338  
         -_F_m3x3_d3,T_sc |p_aty3_i0_o23_n19_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0023% c:-2.75933892773333 o:-2.7592766  
         -_T_sc,F_sc_d1 |p_aty3_i0_o23_n0_fty9  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.001% c:-42.7350427350428 o:-42.735477  
         -_T_v2,F_sc_d1 |p_aty3_i0_o23_n1_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0015% c:-1.73635227114877 o:-1.7363782  
         -_T_v3,F_sc_d1 |p_aty3_i0_o23_n2_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0014% c:-1.54410345493148 o:-1.5440818  
         -_T_m2x2,F_sc_d1 |p_aty3_i0_o23_n3_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0016% c:-2.01857085183690 o:-2.0186033  
         -_T_m3x3,F_sc_d1 |p_aty3_i0_o23_n4_fty9  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0007% c:-33.6021505376345 o:-33.60191  
         -_T_m2x3,F_sc_d1 |p_aty3_i0_o23_n5_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0014% c:-1.58227848101266 o:-1.5823004  
         -_T_m3x2,F_sc_d1 |p_aty3_i0_o23_n6_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0008% c:-0.998535481294102 o:-0.99852765  
         -_T_t2x2x2,F_sc_d1 |p_aty3_i0_o23_n7_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0008% c:-6.08272506082725 o:-6.0826774  
         -_T_t3x3x3,F_sc_d1 |p_aty3_i0_o23_n8_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0008% c:-1.03305785123967 o:-1.0330658  
         -_F_sc_d1,F_sc_d1 |p_aty3_i0_o23_n9_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:-0.838060709461861 o:-0.83805948  
         -_T_sc,F_sc_d2 |p_aty3_i0_o23_n0_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0011% c:-0.754475637187590 o:-0.75448364  
         -_T_v2,F_sc_d2 |p_aty3_i0_o23_n1_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0018% c:-1.47098287404070 o:-1.4709568  
         -_T_v3,F_sc_d2 |p_aty3_i0_o23_n2_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.002% c:-3.25792666589519 o:-3.257992  
         -_T_m2x2,F_sc_d2 |p_aty3_i0_o23_n3_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0017% c:-0.786512753461600 o:-0.78649926  
         -_T_m3x3,F_sc_d2 |p_aty3_i0_o23_n4_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0026% c:-0.683650154475880 o:-0.68366802  
         -_T_m2x3,F_sc_d2 |p_aty3_i0_o23_n5_fty10  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0004 0.0029% c:-44.0637066019859 o:-44.065002  
         -_T_m3x2,F_sc_d2 |p_aty3_i0_o23_n6_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0035% c:-1.34488855844559 o:-1.3449358  
         -_T_t2x2x2,F_sc_d2 |p_aty3_i0_o23_n7_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.002% c:-0.729168331601024 o:-0.72918266  
         -_T_t3x3x3,F_sc_d2 |p_aty3_i0_o23_n8_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0024% c:-1.22749376676210 o:-1.2275238  
         -_F_sc_d2,F_sc_d2 |p_aty3_i0_o23_n10_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:-1.83220368384533 o:-1.8322051  
         -_F_v2_d2,F_sc_d2 |p_aty3_i0_o23_n11_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0005% c:-4.64270911831198 o:-4.6427336  
         -_F_v3_d2,F_sc_d2 |p_aty3_i0_o23_n12_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:-1.06288084351462 o:-1.0628829  
         -_F_m2x2_d2,F_sc_d2 |p_aty3_i0_o23_n13_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:-2.83893783064249 o:-2.8389437  
         -_F_m3x3_d2,F_sc_d2 |p_aty3_i0_o23_n14_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:-2.30147681512021 o:-2.3014834  
         -_T_sc,F_sc_d3 |p_aty3_i0_o23_n0_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0014% c:-0.970685904467073 o:-0.97067261  
         -_T_v2,F_sc_d3 |p_aty3_i0_o23_n1_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0039% c:-1.79505141876323 o:-1.7951212  
         -_T_v3,F_sc_d3 |p_aty3_i0_o23_n2_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.003% c:-2.21114121199586 o:-2.2112072  
         -_T_m2x2,F_sc_d3 |p_aty3_i0_o23_n3_fty15  
         -Results: x0: X-0 A max diff: 0.0042 sumdiff: 0.0007 0.0082% c:-51.8426753143013 o:-51.846901  
         -_T_m3x3,F_sc_d3 |p_aty3_i0_o23_n4_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0028% c:-4.22794161361985 o:-4.2280598  
         -_T_m2x3,F_sc_d3 |p_aty3_i0_o23_n5_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0019% c:-1.34875686270323 o:-1.3487314  
         -_T_m3x2,F_sc_d3 |p_aty3_i0_o23_n6_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0021% c:-1.29979670277770 o:-1.2998234  
         -_T_t2x2x2,F_sc_d3 |p_aty3_i0_o23_n7_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0035% c:-1.82693968538582 o:-1.8270035  
         -_T_t3x3x3,F_sc_d3 |p_aty3_i0_o23_n8_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0021% c:-3.27738729738653 o:-3.2774565  
         -_F_sc_d3,F_sc_d3 |p_aty3_i0_o23_n15_fty15  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0011% c:-15.3339772351109 o:-15.334152  
         -_F_v2_d3,F_sc_d3 |p_aty3_i0_o23_n16_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0028% c:-0.114430871592460 o:-0.11442766  
         -_F_v3_d3,F_sc_d3 |p_aty3_i0_o23_n17_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0009% c:-1.44403745309761 o:-1.4440249  
         -_F_m2x2_d3,F_sc_d3 |p_aty3_i0_o23_n18_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0004% c:-1.76318322178586 o:-1.7631897  
         -_F_m3x3_d3,F_sc_d3 |p_aty3_i0_o23_n19_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0005% c:-0.612022176645400 o:-0.61201888  
 PASS:cmd: 2 0 - division_neg |0_23- vis15 A:58|58 ran: 58|400 cumulative: 553  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 553modulate_neg |0_24  
         -_T_v2,T_v2 |p_aty3_i0_o24_n1_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_v2_d2,T_v2 |p_aty3_i0_o24_n11_fty1  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0025% c:-26.0567512500000 o:-26.056108  
         -_F_v2_d3,T_v2 |p_aty3_i0_o24_n16_fty1  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0003 0.0022% c:-35.7612861440000 o:-35.760483  
         -_T_v3,T_v3 |p_aty3_i0_o24_n2_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_v3_d2,T_v3 |p_aty3_i0_o24_n12_fty2  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0011% c:-8.46118400000000 o:-8.4610891  
         -_F_v3_d3,T_v3 |p_aty3_i0_o24_n17_fty2  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0023% c:-15.8712182000000 o:-15.870853  
         -_T_m2x2,T_m2x2 |p_aty3_i0_o24_n3_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_m2x2 |p_aty3_i0_o24_n13_fty3  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0012% c:-21.9315480000000 o:-21.931278  
         -_F_m2x2_d3,T_m2x2 |p_aty3_i0_o24_n18_fty3  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0002 0.0026% c:-27.0420738471000 o:-27.041378  
         -_T_m3x3,T_m3x3 |p_aty3_i0_o24_n4_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m3x3_d2,T_m3x3 |p_aty3_i0_o24_n14_fty4  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0017% c:-16.3339848000000 o:-16.334263  
         -_F_m3x3_d3,T_m3x3 |p_aty3_i0_o24_n19_fty4  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0001 0.003% c:-29.3061147212800 o:-29.305233  
         -_T_m2x3,T_m2x3 |p_aty3_i0_o24_n5_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x2,T_m3x2 |p_aty3_i0_o24_n6_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t2x2x2,T_t2x2x2 |p_aty3_i0_o24_n7_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t3x3x3,T_t3x3x3 |p_aty3_i0_o24_n8_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v2,F_v2_d2 |p_aty3_i0_o24_n1_fty11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0009% c:-6.34647762000000 o:-6.3465352  
         -_F_v2_d2,F_v2_d2 |p_aty3_i0_o24_n11_fty11  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0023% c:-14.4429986661338 o:-14.442673  
         -_T_v3,F_v3_d2 |p_aty3_i0_o24_n2_fty12  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0015% c:-10.8132321600000 o:-10.813065  
         -_F_v3_d2,F_v3_d2 |p_aty3_i0_o24_n12_fty12  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0003 0.0049% c:-28.5161890741494 o:-28.517597  
         -_T_m2x2,F_m2x2_d2 |p_aty3_i0_o24_n3_fty13  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0036% c:-9.71302610000000 o:-9.712676  
         -_F_m2x2_d2,F_m2x2_d2 |p_aty3_i0_o24_n13_fty13  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0003 0.0031% c:-34.9646482441337 o:-34.963558  
         -_T_m3x3,F_m3x3_d2 |p_aty3_i0_o24_n4_fty14  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0001 0.0027% c:-26.0660050000000 o:-26.06529  
         -_F_m3x3_d2,F_m3x3_d2 |p_aty3_i0_o24_n14_fty14  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0003 0.0047% c:-20.6443736626524 o:-20.643396  
         -_T_v2,F_v2_d3 |p_aty3_i0_o24_n1_fty16  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0003 0.0024% c:-25.5803629563200 o:-25.579758  
         -_F_v2_d3,F_v2_d3 |p_aty3_i0_o24_n16_fty16  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0041% c:-11.1390086713945 o:-11.138547  
         -_T_v3,F_v3_d3 |p_aty3_i0_o24_n2_fty17  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0038% c:-11.7073373750000 o:-11.70689  
         -_F_v3_d3,F_v3_d3 |p_aty3_i0_o24_n17_fty17  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0001 0.0049% c:-14.4565644856760 o:-14.455853  
         -_T_m2x2,F_m2x2_d3 |p_aty3_i0_o24_n3_fty18  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0002 0.0027% c:-24.1366620800000 o:-24.136011  
         -_F_m2x2_d3,F_m2x2_d3 |p_aty3_i0_o24_n18_fty18  
         -Results: x0: X-0 A max diff: 0.0034 sumdiff: 0.0005 0.0042% c:-81.8298733496755 o:-81.826454  
         -_T_m3x3,F_m3x3_d3 |p_aty3_i0_o24_n4_fty19  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0001 0.0014% c:-46.2750040000000 o:-46.274334  
         -_F_m3x3_d3,F_m3x3_d3 |p_aty3_i0_o24_n19_fty19  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0003 0.0024% c:-60.4565647404565 o:-60.455132  
 PASS:cmd: 2 0 - modulate_neg |0_24- vis15 A:32|32 ran: 32|400 cumulative: 585  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 585op_doubledot_neg |0_25  
         -_T_m2x2,T_m2x2 |p_aty3_i0_o25_n3_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_m2x2 |p_aty3_i0_o25_n13_fty3  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0005 0.0013% c:-57.7572840000000 o:-57.756554  
         -_F_m2x2_d3,T_m2x2 |p_aty3_i0_o25_n18_fty3  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0014% c:-30.4095061952000 o:-30.409071  
         -_T_m3x3,T_m3x3 |p_aty3_i0_o25_n4_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m3x3_d2,T_m3x3 |p_aty3_i0_o25_n14_fty4  
         -Results: x0: X-0 A max diff: 0.0012 sumdiff: 0.0006 0.0017% c:-68.5838154400000 o:-68.582657  
         -_F_m3x3_d3,T_m3x3 |p_aty3_i0_o25_n19_fty4  
         -Results: x0: X-0 A max diff: 0.0024 sumdiff: 0.0012 0.002% c:-119.269835872400 o:-119.27228  
         -_T_m2x3,T_m2x3 |p_aty3_i0_o25_n5_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x2,T_m3x2 |p_aty3_i0_o25_n6_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m2x2,F_m2x2_d2 |p_aty3_i0_o25_n3_fty13  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0005 0.002% c:-51.6383480000000 o:-51.637329  
         -_F_m2x2_d2,F_m2x2_d2 |p_aty3_i0_o25_n13_fty13  
         -Results: x0: X-0 A max diff: 0.0043 sumdiff: 0.0015 0.0022% c:-192.889946964527 o:-192.88562  
         -_T_m3x3,F_m3x3_d2 |p_aty3_i0_o25_n4_fty14  
         -Results: x0: X-0 A max diff: 0.0024 sumdiff: 0.0007 0.0028% c:-87.0276569600000 o:-87.025223  
         -_F_m3x3_d2,F_m3x3_d2 |p_aty3_i0_o25_n14_fty14  
         -Results: x0: X-0 A max diff: 0.0094 sumdiff: 0.0036 0.003% c:-309.771425388109 o:-309.76205  
         -_T_m2x2,F_m2x2_d3 |p_aty3_i0_o25_n3_fty18  
         -Results: x0: X-0 A max diff: 0.0012 sumdiff: 0.0005 0.0025% c:-49.3338124608000 o:-49.332565  
         -_F_m2x2_d3,F_m2x2_d3 |p_aty3_i0_o25_n18_fty18  
         -Results: x0: X-0 A max diff: 0.0023 sumdiff: 0.0006 0.0034% c:-66.1713803858330 o:-66.169128  
         -_T_m3x3,F_m3x3_d3 |p_aty3_i0_o25_n4_fty19  
         -Results: x0: X-0 A max diff: 0.0048 sumdiff: 0.0018 0.0033% c:-148.807128385508 o:-148.80229  
         -_F_m3x3_d3,F_m3x3_d3 |p_aty3_i0_o25_n19_fty19  
         -Results: x0: Y-0 B max diff: 0.014 sumdiff: 0.0042 0.0076% c:-185.232870303081 o:-185.21886  
 CHECK:cmd: 2 0 - op_doubledot_neg |0_25- vis15 A:15|16 B:1|16 ran: 16|400 cumulative: 601  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 601  
   
 norm |1neg_norm |1_0  
         -_T_sc |p_aty3_i1_o0_n0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v2 |p_aty3_i1_o0_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-sqrt(17) o:-4.1231055  
         -_T_v3 |p_aty3_i1_o0_n2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-5*sqrt(2) o:-7.0710678  
         -_T_m2x2 |p_aty3_i1_o0_n3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-sqrt(30) o:-5.4772258  
         -_T_m3x3 |p_aty3_i1_o0_n4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-sqrt(67) o:-8.1853523  
         -_T_m2x3 |p_aty3_i1_o0_n5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-4*sqrt(2) o:-5.6568542  
         -_T_m3x2 |p_aty3_i1_o0_n6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-sqrt(66) o:-8.1240387  
         -_T_t2x2x2 |p_aty3_i1_o0_n7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t3x3x3 |p_aty3_i1_o0_n8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-sqrt(229) o:-15.132746  
         -_F_sc_d1 |p_aty3_i1_o0_n9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0016% c:-0.686400000000000 o:-0.68638891  
         -_F_sc_d2 |p_aty3_i1_o0_n10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0018% c:-5.30531536000000 o:-5.3054085  
         -_F_v2_d2 |p_aty3_i1_o0_n11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0017% c:-4.90628078265657 o:-4.9061985  
         -_F_v3_d2 |p_aty3_i1_o0_n12  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0012% c:-7.03687535953677 o:-7.0369606  
         -_F_m2x2_d2 |p_aty3_i1_o0_n13  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0011% c:-9.08573803227166 o:-9.0856371  
         -_F_m3x3_d2 |p_aty3_i1_o0_n14  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0012% c:-13.9877109725066 o:-13.98754  
         -_F_sc_d3 |p_aty3_i1_o0_n15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0018% c:-5.09354416460800 o:-5.0934515  
         -_F_v2_d3 |p_aty3_i1_o0_n16  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0031% c:-9.62115663413103 o:-9.620863  
         -_F_v3_d3 |p_aty3_i1_o0_n17  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0008% c:-8.85354286623043 o:-8.8534708  
         -_F_m2x2_d3 |p_aty3_i1_o0_n18  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0031% c:-11.3071040917835 o:-11.306759  
         -_F_m3x3_d3 |p_aty3_i1_o0_n19  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0031% c:-17.4362779874813 o:-17.435732  
 PASS:cmd: 2 0 - neg_norm |1_0- vis15 A:20|20 ran: 20|20 cumulative: 621  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 621norm_norm |1_1  
         -_T_sc |p_aty3_i1_o1_n0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v2 |p_aty3_i1_o1_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:2*sqrt(2) o:2.8284271  
         -_T_v3 |p_aty3_i1_o1_n2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:2*sqrt(3) o:3.4641016  
         -_T_m2x2 |p_aty3_i1_o1_n3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(67) o:8.1853523  
         -_T_m3x3 |p_aty3_i1_o1_n4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:2*sqrt(35) o:11.83216  
         -_T_m2x3 |p_aty3_i1_o1_n5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x2 |p_aty3_i1_o1_n6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:3*sqrt(6) o:7.3484693  
         -_T_t2x2x2 |p_aty3_i1_o1_n7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(107) o:10.34408  
         -_T_t3x3x3 |p_aty3_i1_o1_n8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(323) o:17.9722  
         -_F_sc_d1 |p_aty3_i1_o1_n9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0015% c:3.86780000000000 o:3.8677402  
         -_F_sc_d2 |p_aty3_i1_o1_n10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0014% c:2.45551936000000 o:2.4555547  
         -_F_v2_d2 |p_aty3_i1_o1_n11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0019% c:5.06541212379750 o:5.0653157  
         -_F_v3_d2 |p_aty3_i1_o1_n12  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0007% c:9.61538497274076 o:9.6153173  
         -_F_m2x2_d2 |p_aty3_i1_o1_n13  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0017% c:6.91597441800211 o:6.9160891  
         -_F_m3x3_d2 |p_aty3_i1_o1_n14  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0013% c:18.5229778384473 o:18.522739  
         -_F_sc_d3 |p_aty3_i1_o1_n15  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0037% c:6.63703088963800 o:6.6367831  
         -_F_v2_d3 |p_aty3_i1_o1_n16  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0028% c:9.12959762508120 o:9.1293449  
         -_F_v3_d3 |p_aty3_i1_o1_n17  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0017% c:14.1040093884036 o:14.103764  
         -_F_m2x2_d3 |p_aty3_i1_o1_n18  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0002 0.0031% c:6.76712226843728 o:6.7669148  
         -_F_m3x3_d3 |p_aty3_i1_o1_n19  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0034% c:7.68413881244140 o:7.6838779  
 PASS:cmd: 2 0 - norm_norm |1_1- vis15 A:20|20 ran: 20|20 cumulative: 641  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 641normalize_norm |1_2  
 PASS:cmd: 2 0 - normalize_norm |1_2- vis15 ran: 0|20 cumulative: 641  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 641trace_norm |1_3  
 PASS:cmd: 2 0 - trace_norm |1_3- vis15 ran: 0|20 cumulative: 641  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 641transpose_norm |1_4  
 PASS:cmd: 2 0 - transpose_norm |1_4- vis15 ran: 0|20 cumulative: 641  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 641det_norm |1_5  
 PASS:cmd: 2 0 - det_norm |1_5- vis15 ran: 0|20 cumulative: 641  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 641probe_norm |1_6  
         -_T_sc |p_aty3_i1_o6_n0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v2 |p_aty3_i1_o6_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v3 |p_aty3_i1_o6_n2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(34) o:5.8309517  
         -_T_m2x2 |p_aty3_i1_o6_n3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(34) o:5.8309517  
         -_T_m3x3 |p_aty3_i1_o6_n4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(130) o:11.401754  
         -_T_m2x3 |p_aty3_i1_o6_n5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(86) o:9.2736187  
         -_T_m3x2 |p_aty3_i1_o6_n6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:2*sqrt(13) o:7.2111025  
         -_T_t2x2x2 |p_aty3_i1_o6_n7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(51) o:7.1414285  
         -_T_t3x3x3 |p_aty3_i1_o6_n8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:2*sqrt(73) o:17.088007  
         -_F_sc_d1 |p_aty3_i1_o6_n9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0014% c:1.56580000000000 o:1.5657786  
         -_F_sc_d2 |p_aty3_i1_o6_n10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0024% c:1.80440000000000 o:1.8043572  
         -_F_v2_d2 |p_aty3_i1_o6_n11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0016% c:3.37692705943704 o:3.3768716  
         -_F_v3_d2 |p_aty3_i1_o6_n12  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0023% c:8.53665322666713 o:8.536459  
         -_F_m2x2_d2 |p_aty3_i1_o6_n13  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.001% c:5.20117803112320 o:5.2011251  
         -_F_m3x3_d2 |p_aty3_i1_o6_n14  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0022% c:10.9474974431108 o:10.947735  
         -_F_sc_d3 |p_aty3_i1_o6_n15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.002% c:3.86740576947200 o:3.8673272  
         -_F_v2_d3 |p_aty3_i1_o6_n16  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0021% c:5.31479241357870 o:5.3146801  
         -_F_v3_d3 |p_aty3_i1_o6_n17  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0033% c:12.6949966723718 o:12.69458  
         -_F_m2x2_d3 |p_aty3_i1_o6_n18  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0035% c:9.95462620635111 o:9.9542818  
         -_F_m3x3_d3 |p_aty3_i1_o6_n19  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0002 0.0026% c:26.9690235062493 o:26.968317  
 PASS:cmd: 2 0 - probe_norm |1_6- vis15 A:20|20 ran: 20|20 cumulative: 661  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 661grad_norm |1_7  
         -_F_sc_d1 |p_aty3_i1_o7_n9  
         -Results: x0: X-1 B max diff: 0.0026 sumdiff: 0.0015 0.3434% c:-0.740000000000000 o:-0.74255013  
         -_F_sc_d2 |p_aty3_i1_o7_n10  
         -Results: x0: X-0 A max diff: 0.0037 sumdiff: 0.0007 0.0619% c:5.99680000000000 o:6.0005136  
         -_F_v2_d2 |p_aty3_i1_o7_n11  
         -Results: x0: Y-1 B max diff: 0.0123 sumdiff: 0.0048 0.1489% c:8.25330473073612 o:8.2410364  
         -_F_v3_d2 |p_aty3_i1_o7_n12  
         -Results: x0: Y-1 B max diff: 0.0104 sumdiff: 0.0039 0.3725% c:2.77155851477168 o:2.7819211  
         -_F_m2x2_d2 |p_aty3_i1_o7_n13  
         -Results: x0: Y-1 B max diff: 0.0127 sumdiff: 0.0038 0.1676% c:7.61192281603556 o:7.5991836  
         -_F_m3x3_d2 |p_aty3_i1_o7_n14  
         -Results: x0: Y-1 B max diff: 0.0145 sumdiff: 0.0065 0.3015% c:4.82824385301679 o:4.8137302  
         -_F_sc_d3 |p_aty3_i1_o7_n15  
         -Results: x0: Y-1 B max diff: 0.0123 sumdiff: 0.0036 0.2734% c:4.51906712880000 o:4.5067472  
         -_F_v2_d3 |p_aty3_i1_o7_n16  
         -Results: x0: Y-1 B max diff: 0.01 sumdiff: 0.0035 0.6482% c:1.53595690345374 o:1.5459772  
         -_F_v3_d3 |p_aty3_i1_o7_n17  
         -Results: x0: Y-1 B max diff: 0.0138 sumdiff: 0.0054 0.2091% c:6.63266352151100 o:6.6188264  
         -_F_m2x2_d3 |p_aty3_i1_o7_n18  
         -Results: x0: Y-1 B max diff: 0.0133 sumdiff: 0.0038 0.2328% c:5.72805851933294 o:5.7147565  
         -_F_m3x3_d3 |p_aty3_i1_o7_n19  
         -Results: x0: Y-1 B max diff: 0.0148 sumdiff: 0.005 0.2865% c:5.16145293009756 o:5.1762829  
 CHECK:cmd: 2 0 - grad_norm |1_7- vis15 A:1|11 B:10|11 ran: 11|20 cumulative: 672  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 672div_norm |1_8  
 PASS:cmd: 2 0 - div_norm |1_8- vis15 ran: 0|20 cumulative: 672  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 672curl_norm |1_9  
 PASS:cmd: 2 0 - curl_norm |1_9- vis15 ran: 0|20 cumulative: 672  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 672jacob_norm |1_10  
 PASS:cmd: 2 0 - jacob_norm |1_10- vis15 ran: 0|20 cumulative: 672  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 672slicem0_norm |1_11  
 PASS:cmd: 2 0 - slicem0_norm |1_11- vis15 ran: 0|20 cumulative: 672  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 672slicem1_norm |1_12  
 PASS:cmd: 2 0 - slicem1_norm |1_12- vis15 ran: 0|20 cumulative: 672  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 672slicev0_norm |1_13  
 PASS:cmd: 2 0 - slicev0_norm |1_13- vis15 ran: 0|20 cumulative: 672  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 672slicev1_norm |1_14  
 PASS:cmd: 2 0 - slicev1_norm |1_14- vis15 ran: 0|20 cumulative: 672  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 672slicet0_norm |1_15  
 PASS:cmd: 2 0 - slicet0_norm |1_15- vis15 ran: 0|20 cumulative: 672  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 672slicet1_norm |1_16  
 PASS:cmd: 2 0 - slicet1_norm |1_16- vis15 ran: 0|20 cumulative: 672  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 672addition_norm |1_17  
         -_T_sc,T_sc |p_aty3_i1_o17_n0_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v2,T_sc |p_aty3_i1_o17_n1_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(5) + 5 o:7.2360678  
         -_T_v3,T_sc |p_aty3_i1_o17_n2_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:2 + sqrt(17) o:6.1231055  
         -_T_m2x2,T_sc |p_aty3_i1_o17_n3_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:2 + sqrt(55) o:9.4161987  
         -_T_m3x3,T_sc |p_aty3_i1_o17_n4_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:4 + 2*sqrt(35) o:15.83216  
         -_T_m2x3,T_sc |p_aty3_i1_o17_n5_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:4 + sqrt(113) o:14.630146  
         -_T_m3x2,T_sc |p_aty3_i1_o17_n6_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:3 + sqrt(93) o:12.643651  
         -_T_t2x2x2,T_sc |p_aty3_i1_o17_n7_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:2 + 3*sqrt(11) o:11.949874  
         -_T_t3x3x3,T_sc |p_aty3_i1_o17_n8_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:1 + 2*sqrt(71) o:17.852299  
         -_F_sc_d1,T_sc |p_aty3_i1_o17_n9_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:6.91360000000000 o:6.913579  
         -_F_sc_d2,T_sc |p_aty3_i1_o17_n10_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0008% c:8.00504000000000 o:8.0049772  
         -_F_v2_d2,T_sc |p_aty3_i1_o17_n11_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0009% c:7.38300842696299 o:7.3830714  
         -_F_v3_d2,T_sc |p_aty3_i1_o17_n12_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0012% c:11.5712899977807 o:11.571155  
         -_F_m2x2_d2,T_sc |p_aty3_i1_o17_n13_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0009% c:9.61937883347173 o:9.6194687  
         -_F_m3x3_d2,T_sc |p_aty3_i1_o17_n14_fty0  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0014% c:16.2311802151963 o:16.230946  
         -_F_sc_d3,T_sc |p_aty3_i1_o17_n15_fty0  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0017% c:10.9090262400000 o:10.908846  
         -_F_v2_d3,T_sc |p_aty3_i1_o17_n16_fty0  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0018% c:8.35073707666985 o:8.3505831  
         -_F_v3_d3,T_sc |p_aty3_i1_o17_n17_fty0  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0019% c:9.03548302040147 o:9.0353136  
         -_F_m2x2_d3,T_sc |p_aty3_i1_o17_n18_fty0  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0027% c:19.8489743111738 o:19.848433  
         -_F_m3x3_d3,T_sc |p_aty3_i1_o17_n19_fty0  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.002% c:18.6482964322941 o:18.647928  
         -_T_sc,F_sc_d1 |p_aty3_i1_o17_n0_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.001% c:6.83410000000000 o:6.8341684  
         -_T_v2,F_sc_d1 |p_aty3_i1_o17_n1_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0005% c:3.1449 + sqrt(10) o:6.3072119  
         -_T_v3,F_sc_d1 |p_aty3_i1_o17_n2_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0006% c:3.9612 + 5*sqrt(2) o:11.032204  
         -_T_m2x2,F_sc_d1 |p_aty3_i1_o17_n3_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:1.4125 + sqrt(42) o:7.8932257  
         -_T_m3x3,F_sc_d1 |p_aty3_i1_o17_n4_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0005% c:2.922 + sqrt(70) o:11.288548  
         -_T_m2x3,F_sc_d1 |p_aty3_i1_o17_n5_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:2.3276 + sqrt(74) o:10.929899  
         -_T_m3x2,F_sc_d1 |p_aty3_i1_o17_n6_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:3.2849 + sqrt(47) o:10.140588  
         -_T_t2x2x2,F_sc_d1 |p_aty3_i1_o17_n7_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0003% c:5.6858 + sqrt(114) o:16.362827  
         -_T_t3x3x3,F_sc_d1 |p_aty3_i1_o17_n8_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:1.8649 + sqrt(283) o:18.687466  
         -_F_sc_d1,F_sc_d1 |p_aty3_i1_o17_n9_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0014% c:6.74220000000000 o:6.7421026  
         -_T_sc,F_sc_d2 |p_aty3_i1_o17_n0_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.001% c:5.14922500000000 o:5.1491728  
         -_T_v2,F_sc_d2 |p_aty3_i1_o17_n1_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0006% c:8.52954468000000 o:8.5296001  
         -_T_v3,F_sc_d2 |p_aty3_i1_o17_n2_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0011% c:2.4889818 + sqrt(14) o:6.2305727  
         -_T_m2x2,F_sc_d2 |p_aty3_i1_o17_n3_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0009% c:4.55177704 + sqrt(58) o:12.167444  
         -_T_m3x3,F_sc_d2 |p_aty3_i1_o17_n4_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0009% c:14.9331830000000 o:14.933053  
         -_T_m2x3,F_sc_d2 |p_aty3_i1_o17_n5_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0006% c:9.60566292000000 o:9.6056023  
         -_T_m3x2,F_sc_d2 |p_aty3_i1_o17_n6_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0007% c:4.232348 + sqrt(55) o:11.648462  
         -_T_t2x2x2,F_sc_d2 |p_aty3_i1_o17_n7_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0005% c:3.21469187 + 2*sqrt(17) o:11.460966  
         -_T_t3x3x3,F_sc_d2 |p_aty3_i1_o17_n8_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:4.07826752 + sqrt(286) o:20.989754  
         -_F_sc_d2,F_sc_d2 |p_aty3_i1_o17_n10_fty10  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0015% c:13.5815397600000 o:13.581333  
         -_F_v2_d2,F_sc_d2 |p_aty3_i1_o17_n11_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0015% c:9.02230662688931 o:9.0224438  
         -_F_v3_d2,F_sc_d2 |p_aty3_i1_o17_n12_fty10  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0027% c:15.5257612117873 o:15.525349  
         -_F_m2x2_d2,F_sc_d2 |p_aty3_i1_o17_n13_fty10  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0015% c:11.8035933625210 o:11.803415  
         -_F_m3x3_d2,F_sc_d2 |p_aty3_i1_o17_n14_fty10  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0015% c:22.5627872473017 o:22.562445  
         -_T_sc,F_sc_d3 |p_aty3_i1_o17_n0_fty15  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0026% c:8.71692297632000 o:8.7166929  
         -_T_v2,F_sc_d3 |p_aty3_i1_o17_n1_fty15  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0021% c:sqrt(26) + 5.8949795855 o:10.993771  
         -_T_v3,F_sc_d3 |p_aty3_i1_o17_n2_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0011% c:2.838559438336 + sqrt(35) o:8.7545462  
         -_T_m2x2,F_sc_d3 |p_aty3_i1_o17_n3_fty15  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0013% c:14.2668288514480 o:14.26665  
         -_T_m3x3,F_sc_d3 |p_aty3_i1_o17_n4_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:3.05497358792 + 2*sqrt(26) o:13.253057  
         -_T_m2x3,F_sc_d3 |p_aty3_i1_o17_n5_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0011% c:7.12128011673600 o:7.121201  
         -_T_m3x2,F_sc_d3 |p_aty3_i1_o17_n6_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0009% c:3.706729343552 + 2*sqrt(23) o:13.298272  
         -_T_t2x2x2,F_sc_d3 |p_aty3_i1_o17_n7_fty15  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0011% c:6.720627703376 + sqrt(79) o:15.608648  
         -_T_t3x3x3,F_sc_d3 |p_aty3_i1_o17_n8_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0003% c:1.862902576384 + sqrt(258) o:17.92522  
         -_F_sc_d3,F_sc_d3 |p_aty3_i1_o17_n15_fty15  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0013% c:12.0943028029440 o:12.09446  
         -_F_v2_d3,F_sc_d3 |p_aty3_i1_o17_n16_fty15  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0027% c:21.0035331251860 o:21.002972  
         -_F_v3_d3,F_sc_d3 |p_aty3_i1_o17_n17_fty15  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0013% c:18.4868925033035 o:18.486645  
         -_F_m2x2_d3,F_sc_d3 |p_aty3_i1_o17_n18_fty15  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0019% c:9.10380588639268 o:9.103981  
         -_F_m3x3_d3,F_sc_d3 |p_aty3_i1_o17_n19_fty15  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0022% c:21.7768968838414 o:21.776426  
 PASS:cmd: 2 0 - addition_norm |1_17- vis15 A:58|58 ran: 58|400 cumulative: 730  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 730subtraction_norm |1_18  
         -_T_sc,T_sc |p_aty3_i1_o18_n0_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v2,T_sc |p_aty3_i1_o18_n1_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-4 + sqrt(34) o:1.8309517  
         -_T_v3,T_sc |p_aty3_i1_o18_n2_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-1 + sqrt(14) o:2.7416575  
         -_T_m2x2,T_sc |p_aty3_i1_o18_n3_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-3 + sqrt(51) o:4.1414285  
         -_T_m3x3,T_sc |p_aty3_i1_o18_n4_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-2 + sqrt(95) o:7.7467947  
         -_T_m2x3,T_sc |p_aty3_i1_o18_n5_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-4 + sqrt(101) o:6.0498753  
         -_T_m3x2,T_sc |p_aty3_i1_o18_n6_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-2 + sqrt(74) o:6.6023254  
         -_T_t2x2x2,T_sc |p_aty3_i1_o18_n7_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-2 + sqrt(79) o:6.8881941  
         -_T_t3x3x3,T_sc |p_aty3_i1_o18_n8_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_sc_d1,T_sc |p_aty3_i1_o18_n9_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0019% c:3.42560000000000 o:3.4255362  
         -_F_sc_d2,T_sc |p_aty3_i1_o18_n10_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0012% c:3.03708768000000 o:3.0370512  
         -_F_v2_d2,T_sc |p_aty3_i1_o18_n11_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0049% c:3.05677876202751 o:3.0566297  
         -_F_v3_d2,T_sc |p_aty3_i1_o18_n12_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0016% c:6.23756061768847 o:6.2376614  
         -_F_m2x2_d2,T_sc |p_aty3_i1_o18_n13_fty0  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0041% c:4.10466424030672 o:4.1044941  
         -_F_m3x3_d2,T_sc |p_aty3_i1_o18_n14_fty0  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0029% c:13.3408386014079 o:13.340452  
         -_F_sc_d3,T_sc |p_aty3_i1_o18_n15_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0022% c:4.85668020171200 o:4.8567853  
         -_F_v2_d3,T_sc |p_aty3_i1_o18_n16_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0031% c:3.51259370677824 o:3.5124841  
         -_F_v3_d3,T_sc |p_aty3_i1_o18_n17_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0061% c:2.03822234616357 o:2.0380983  
         -_F_m2x2_d3,T_sc |p_aty3_i1_o18_n18_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0023% c:4.16481210278450 o:4.1647162  
         -_F_m3x3_d3,T_sc |p_aty3_i1_o18_n19_fty0  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0019% c:14.1063173658482 o:14.106047  
         -_T_sc,F_sc_d1 |p_aty3_i1_o18_n0_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.002% c:-1.99500000000000 o:-1.9949598  
         -_T_v2,F_sc_d1 |p_aty3_i1_o18_n1_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.029% c:-6.7422 + sqrt(41) o:-0.33897734  
         -_T_v3,F_sc_d1 |p_aty3_i1_o18_n2_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0025% c:-4.4958 + sqrt(42) o:1.9849901  
         -_T_m2x2,F_sc_d1 |p_aty3_i1_o18_n3_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.005% c:-2.938 + sqrt(15) o:0.93502998  
         -_T_m3x3,F_sc_d1 |p_aty3_i1_o18_n4_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0008% c:-3.1752 + sqrt(82) o:5.8802299  
         -_T_m2x3,F_sc_d1 |p_aty3_i1_o18_n5_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0014% c:-4.6644 + sqrt(53) o:2.615747  
         -_T_m3x2,F_sc_d1 |p_aty3_i1_o18_n6_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0039% c:1.56440000000000 o:1.5644617  
         -_T_t2x2x2,F_sc_d1 |p_aty3_i1_o18_n7_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0004% c:-2.5069 + sqrt(111) o:8.0287247  
         -_T_t3x3x3,F_sc_d1 |p_aty3_i1_o18_n8_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:-2.2512 + 12*sqrt(3) o:18.533442  
         -_F_sc_d1,F_sc_d1 |p_aty3_i1_o18_n9_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0019% c:-0.911200000000000 o:-0.91118312  
         -_T_sc,F_sc_d2 |p_aty3_i1_o18_n0_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0553% c:-0.195293090000000 o:-0.19540119  
         -_T_v2,F_sc_d2 |p_aty3_i1_o18_n1_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0119% c:-5.56740672 + 2*sqrt(5) o:-1.0951405  
         -_T_v3,F_sc_d2 |p_aty3_i1_o18_n2_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0026% c:-3.4286862 + sqrt(42) o:3.0519764  
         -_T_m2x2,F_sc_d2 |p_aty3_i1_o18_n3_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0021% c:-3.60801372 + 3*sqrt(5) o:3.1001248  
         -_T_m3x3,F_sc_d2 |p_aty3_i1_o18_n4_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0007% c:-3.10817084 + 2*sqrt(35) o:8.7240467  
         -_T_m2x3,F_sc_d2 |p_aty3_i1_o18_n5_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0009% c:-3.19428592 + 2*sqrt(19) o:5.5234618  
         -_T_m3x2,F_sc_d2 |p_aty3_i1_o18_n6_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0006% c:-3.50927025 + 3*sqrt(11) o:6.4406424  
         -_T_t2x2x2,F_sc_d2 |p_aty3_i1_o18_n7_fty10  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0076% c:-6.71483808 + 4*sqrt(5) o:2.2296028  
         -_T_t3x3x3,F_sc_d2 |p_aty3_i1_o18_n8_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:-2.53954352 + sqrt(377) o:16.876921  
         -_F_sc_d2,F_sc_d2 |p_aty3_i1_o18_n10_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0012% c:2.08757648000000 o:2.0876012  
         -_F_v2_d2,F_sc_d2 |p_aty3_i1_o18_n11_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0028% c:-1.48458976233691 o:-1.4845483  
         -_F_v3_d2,F_sc_d2 |p_aty3_i1_o18_n12_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.001% c:1.97187165056225 o:1.9718921  
         -_F_m2x2_d2,F_sc_d2 |p_aty3_i1_o18_n13_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.003% c:3.08249235069322 o:3.0824003  
         -_F_m3x3_d2,F_sc_d2 |p_aty3_i1_o18_n14_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.002% c:6.16665460494386 o:6.1665335  
         -_T_sc,F_sc_d3 |p_aty3_i1_o18_n0_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0064% c:-2.12992220028800 o:-2.1297851  
         -_T_v2,F_sc_d3 |p_aty3_i1_o18_n1_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0046% c:-7.1757716032 + sqrt(34) o:-1.3447585  
         -_T_v3,F_sc_d3 |p_aty3_i1_o18_n2_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0073% c:-3.07458556 + sqrt(17) o:1.0485966  
         -_T_m2x2,F_sc_d3 |p_aty3_i1_o18_n3_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0014% c:-1.849175241892 + sqrt(61) o:5.9611573  
         -_T_m3x3,F_sc_d3 |p_aty3_i1_o18_n4_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0016% c:-3.909709986576 + sqrt(106) o:6.3860197  
         -_T_m2x3,F_sc_d3 |p_aty3_i1_o18_n5_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0023% c:-6.889000881952 + sqrt(79) o:1.999239  
         -_T_m3x2,F_sc_d3 |p_aty3_i1_o18_n6_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0014% c:-2.922995708928 + sqrt(86) o:6.3507147  
         -_T_t2x2x2,F_sc_d3 |p_aty3_i1_o18_n7_fty15  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0057% c:-7.158170738816 + sqrt(111) o:3.377676  
         -_T_t3x3x3,F_sc_d3 |p_aty3_i1_o18_n8_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0005% c:-5.5316401689 + sqrt(295) o:11.643866  
         -_F_sc_d3,F_sc_d3 |p_aty3_i1_o18_n15_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0017% c:0.507421325184000 o:0.50741291  
         -_F_v2_d3,F_sc_d3 |p_aty3_i1_o18_n16_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0021% c:1.60533163080511 o:1.6052985  
         -_F_v3_d3,F_sc_d3 |p_aty3_i1_o18_n17_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.003% c:4.65060744411008 o:4.6504679  
         -_F_m2x2_d3,F_sc_d3 |p_aty3_i1_o18_n18_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0015% c:7.06956943088912 o:7.0696778  
         -_F_m3x3_d3,F_sc_d3 |p_aty3_i1_o18_n19_fty15  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.003% c:10.6478740422852 o:10.647555  
 PASS:cmd: 2 0 - subtraction_norm |1_18- vis15 A:58|58 ran: 58|400 cumulative: 788  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 788cross product_norm |1_19  
 PASS:cmd: 2 0 - cross product_norm |1_19- vis15 ran: 0|400 cumulative: 788  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 788outer product_norm |1_20  
 PASS:cmd: 2 0 - outer product_norm |1_20- vis15 ran: 0|400 cumulative: 788  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 788inner product_norm |1_21  
 PASS:cmd: 2 0 - inner product_norm |1_21- vis15 ran: 0|400 cumulative: 788  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 788multiplication_norm |1_22  
         -_T_sc,T_sc |p_aty3_i1_o22_n0_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v2,T_sc |p_aty3_i1_o22_n1_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:20*sqrt(2) o:28.284271  
         -_T_v3,T_sc |p_aty3_i1_o22_n2_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:4*sqrt(22) o:18.761663  
         -_T_m2x2,T_sc |p_aty3_i1_o22_n3_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_sc |p_aty3_i1_o22_n4_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m2x3,T_sc |p_aty3_i1_o22_n5_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:2*sqrt(74) o:17.204651  
         -_T_m3x2,T_sc |p_aty3_i1_o22_n6_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:10*sqrt(19) o:43.588989  
         -_T_t2x2x2,T_sc |p_aty3_i1_o22_n7_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:3*sqrt(101) o:30.149626  
         -_T_t3x3x3,T_sc |p_aty3_i1_o22_n8_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_sc_d1,T_sc |p_aty3_i1_o22_n9_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0005% c:8.08260000000000 o:8.0826435  
         -_F_sc_d2,T_sc |p_aty3_i1_o22_n10_fty0  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0004 0.0024% c:22.2647909000000 o:22.264254  
         -_F_v2_d2,T_sc |p_aty3_i1_o22_n11_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0023% c:6.23584912417760 o:6.2357049  
         -_F_v3_d2,T_sc |p_aty3_i1_o22_n12_fty0  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0003 0.0019% c:24.7682682539376 o:24.767799  
         -_F_m2x2_d2,T_sc |p_aty3_i1_o22_n13_fty0  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0022% c:13.7754270505262 o:13.77513  
         -_F_m3x3_d2,T_sc |p_aty3_i1_o22_n14_fty0  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0018% c:8.93554463559592 o:8.9353876  
         -_F_sc_d3,T_sc |p_aty3_i1_o22_n15_fty0  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0028% c:11.5440032867840 o:11.543678  
         -_F_v2_d3,T_sc |p_aty3_i1_o22_n16_fty0  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0003 0.0028% c:28.0318026864962 o:28.031008  
         -_F_v3_d3,T_sc |p_aty3_i1_o22_n17_fty0  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0038% c:9.05361511306202 o:9.0532742  
         -_F_m2x2_d3,T_sc |p_aty3_i1_o22_n18_fty0  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0027% c:18.6124193722235 o:18.611916  
         -_F_m3x3_d3,T_sc |p_aty3_i1_o22_n19_fty0  
         -Results: x0: X-0 A max diff: 0.0023 sumdiff: 0.0009 0.0036% c:65.6113993671269 o:65.609055  
         -_T_sc,T_v2 |p_aty3_i1_o22_n0_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v2,T_v2 |p_aty3_i1_o22_n1_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:6*sqrt(5) o:13.416409  
         -_T_v3,T_v2 |p_aty3_i1_o22_n2_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:2*sqrt(33) o:11.489125  
         -_T_m2x2,T_v2 |p_aty3_i1_o22_n3_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:4*sqrt(51) o:28.565714  
         -_T_m3x3,T_v2 |p_aty3_i1_o22_n4_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:6*sqrt(10) o:18.973665  
         -_T_m2x3,T_v2 |p_aty3_i1_o22_n5_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(47) o:34.278275  
         -_T_m3x2,T_v2 |p_aty3_i1_o22_n6_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:3*sqrt(51) o:21.424286  
         -_T_t2x2x2,T_v2 |p_aty3_i1_o22_n7_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:8*sqrt(5) o:17.888544  
         -_T_t3x3x3,T_v2 |p_aty3_i1_o22_n8_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(226) o:75.166481  
         -_F_sc_d1,T_v2 |p_aty3_i1_o22_n9_fty1  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0009% c:20.9720000000000 o:20.971821  
         -_F_sc_d2,T_v2 |p_aty3_i1_o22_n10_fty1  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0023% c:10.7955066900000 o:10.795259  
         -_F_v2_d2,T_v2 |p_aty3_i1_o22_n11_fty1  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.001% c:22.7872656705450 o:22.787037  
         -_F_v3_d2,T_v2 |p_aty3_i1_o22_n12_fty1  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0021% c:24.6735310576020 o:24.673021  
         -_F_m2x2_d2,T_v2 |p_aty3_i1_o22_n13_fty1  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0017% c:5.21309617011489 o:5.2130079  
         -_F_m3x3_d2,T_v2 |p_aty3_i1_o22_n14_fty1  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0003 0.0019% c:51.7249538021253 o:51.723991  
         -_F_sc_d3,T_v2 |p_aty3_i1_o22_n15_fty1  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0023% c:27.3160748475000 o:27.315437  
         -_F_v2_d3,T_v2 |p_aty3_i1_o22_n16_fty1  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0003 0.0037% c:26.3487898238694 o:26.349762  
         -_F_v3_d3,T_v2 |p_aty3_i1_o22_n17_fty1  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0003 0.003% c:34.5124664604210 o:34.511436  
         -_F_m2x2_d3,T_v2 |p_aty3_i1_o22_n18_fty1  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0001 0.0039% c:16.6182551513248 o:16.617609  
         -_F_m3x3_d3,T_v2 |p_aty3_i1_o22_n19_fty1  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0019% c:11.1260377616189 o:11.125831  
         -_T_sc,T_v3 |p_aty3_i1_o22_n0_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v2,T_v3 |p_aty3_i1_o22_n1_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:4*sqrt(10) o:12.649111  
         -_T_v3,T_v3 |p_aty3_i1_o22_n2_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(29) o:26.925823  
         -_T_m2x2,T_v3 |p_aty3_i1_o22_n3_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(34) o:29.154758  
         -_T_m3x3,T_v3 |p_aty3_i1_o22_n4_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:3*sqrt(94) o:29.086081  
         -_T_m2x3,T_v3 |p_aty3_i1_o22_n5_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:2*sqrt(77) o:17.549929  
         -_T_m3x2,T_v3 |p_aty3_i1_o22_n6_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(71) o:42.130745  
         -_T_t2x2x2,T_v3 |p_aty3_i1_o22_n7_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(103) o:50.744457  
         -_T_t3x3x3,T_v3 |p_aty3_i1_o22_n8_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:2*sqrt(383) o:39.14077  
         -_F_sc_d1,T_v3 |p_aty3_i1_o22_n9_fty2  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0013% c:6.25400000000000 o:6.2539186  
         -_F_sc_d2,T_v3 |p_aty3_i1_o22_n10_fty2  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0008% c:14.8980160000000 o:14.897901  
         -_F_v2_d2,T_v3 |p_aty3_i1_o22_n11_fty2  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0003 0.0017% c:31.1078500187505 o:31.108389  
         -_F_v3_d2,T_v3 |p_aty3_i1_o22_n12_fty2  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0035% c:5.51116668929550 o:5.5109739  
         -_F_m2x2_d2,T_v3 |p_aty3_i1_o22_n13_fty2  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0001 0.0021% c:30.3249648013953 o:30.324326  
         -_F_m3x3_d2,T_v3 |p_aty3_i1_o22_n14_fty2  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0002 0.0022% c:43.1478596553188 o:43.146908  
         -_F_sc_d3,T_v3 |p_aty3_i1_o22_n15_fty2  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0016% c:9.05451600000000 o:9.0546646  
         -_F_v2_d3,T_v3 |p_aty3_i1_o22_n16_fty2  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0037% c:15.6967022415794 o:15.696123  
         -_F_v3_d3,T_v3 |p_aty3_i1_o22_n17_fty2  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0011% c:33.8919965900733 o:33.891636  
         -_F_m2x2_d3,T_v3 |p_aty3_i1_o22_n18_fty2  
         -Results: x0: X-0 A max diff: 0.0023 sumdiff: 0.0004 0.0027% c:86.4374701623560 o:86.435127  
         -_F_m3x3_d3,T_v3 |p_aty3_i1_o22_n19_fty2  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0003 0.003% c:30.8222262279107 o:30.821293  
         -_T_sc,T_m2x2 |p_aty3_i1_o22_n0_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v2,T_m2x2 |p_aty3_i1_o22_n1_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:10*sqrt(2) o:14.142136  
         -_T_v3,T_m2x2 |p_aty3_i1_o22_n2_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:3*sqrt(51) o:21.424286  
         -_T_m2x2,T_m2x2 |p_aty3_i1_o22_n3_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:9*sqrt(5) o:20.124611  
         -_T_m3x3,T_m2x2 |p_aty3_i1_o22_n4_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:32*sqrt(2) o:45.254833  
         -_T_m2x3,T_m2x2 |p_aty3_i1_o22_n5_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(78) o:44.158802  
         -_T_m3x2,T_m2x2 |p_aty3_i1_o22_n6_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:20*sqrt(3) o:34.641018  
         -_T_t2x2x2,T_m2x2 |p_aty3_i1_o22_n7_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:3*sqrt(93) o:28.930954  
         -_T_t3x3x3,T_m2x2 |p_aty3_i1_o22_n8_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:6*sqrt(94) o:58.172161  
         -_F_sc_d1,T_m2x2 |p_aty3_i1_o22_n9_fty3  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0015% c:8.81160000000000 o:8.8114691  
         -_F_sc_d2,T_m2x2 |p_aty3_i1_o22_n10_fty3  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0013% c:17.4526554500000 o:17.452429  
         -_F_v2_d2,T_m2x2 |p_aty3_i1_o22_n11_fty3  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0027% c:19.2894199107620 o:19.288908  
         -_F_v3_d2,T_m2x2 |p_aty3_i1_o22_n12_fty3  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0008% c:31.3202287452786 o:31.320473  
         -_F_m2x2_d2,T_m2x2 |p_aty3_i1_o22_n13_fty3  
         -Results: x0: X-0 A max diff: 0.0012 sumdiff: 0.0002 0.0021% c:56.9633489081375 o:56.962162  
         -_F_m3x3_d2,T_m2x2 |p_aty3_i1_o22_n14_fty3  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0014% c:44.2936537079171 o:44.293026  
         -_F_sc_d3,T_m2x2 |p_aty3_i1_o22_n15_fty3  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0003 0.0023% c:27.1661816021150 o:27.165569  
         -_F_v2_d3,T_m2x2 |p_aty3_i1_o22_n16_fty3  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0003 0.0041% c:32.0914669361359 o:32.09016  
         -_F_v3_d3,T_m2x2 |p_aty3_i1_o22_n17_fty3  
         -Results: x0: X-0 A max diff: 0.0012 sumdiff: 0.0005 0.0025% c:49.0312141235238 o:49.029984  
         -_F_m2x2_d3,T_m2x2 |p_aty3_i1_o22_n18_fty3  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0005 0.0017% c:78.7791025697944 o:78.777794  
         -_F_m3x3_d3,T_m2x2 |p_aty3_i1_o22_n19_fty3  
         -Results: x0: X-0 A max diff: 0.0019 sumdiff: 0.0005 0.0022% c:86.7968369602960 o:86.798721  
         -_T_sc,T_m3x3 |p_aty3_i1_o22_n0_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v2,T_m3x3 |p_aty3_i1_o22_n1_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:3*sqrt(41) o:19.209373  
         -_T_v3,T_m3x3 |p_aty3_i1_o22_n2_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:6*sqrt(3) o:10.392304  
         -_T_m2x2,T_m3x3 |p_aty3_i1_o22_n3_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(30) o:27.386129  
         -_T_m3x3,T_m3x3 |p_aty3_i1_o22_n4_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(106) o:51.478153  
         -_T_m2x3,T_m3x3 |p_aty3_i1_o22_n5_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(47) o:34.278275  
         -_T_m3x2,T_m3x3 |p_aty3_i1_o22_n6_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:4*sqrt(83) o:36.441734  
         -_T_t2x2x2,T_m3x3 |p_aty3_i1_o22_n7_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t3x3x3,T_m3x3 |p_aty3_i1_o22_n8_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:10*sqrt(59) o:76.811455  
         -_F_sc_d1,T_m3x3 |p_aty3_i1_o22_n9_fty4  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0015% c:20.1305000000000 o:20.130207  
         -_F_sc_d2,T_m3x3 |p_aty3_i1_o22_n10_fty4  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0021% c:19.7184782400000 o:19.718069  
         -_F_v2_d2,T_m3x3 |p_aty3_i1_o22_n11_fty4  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.003% c:20.9735064532567 o:20.972881  
         -_F_v3_d2,T_m3x3 |p_aty3_i1_o22_n12_fty4  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0013% c:34.2143704725865 o:34.213924  
         -_F_m2x2_d2,T_m3x3 |p_aty3_i1_o22_n13_fty4  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0017% c:35.0801366451322 o:35.07954  
         -_F_m3x3_d2,T_m3x3 |p_aty3_i1_o22_n14_fty4  
         -Results: x0: X-0 A max diff: 0.0015 sumdiff: 0.0004 0.0025% c:59.6398588938144 o:59.638374  
         -_F_sc_d3,T_m3x3 |p_aty3_i1_o22_n15_fty4  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0001 0.0031% c:24.1773278065960 o:24.17658  
         -_F_v2_d3,T_m3x3 |p_aty3_i1_o22_n16_fty4  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0003 0.0029% c:43.9015864720699 o:43.900314  
         -_F_v3_d3,T_m3x3 |p_aty3_i1_o22_n17_fty4  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0001 0.0023% c:36.2926987041699 o:36.291866  
         -_F_m2x2_d3,T_m3x3 |p_aty3_i1_o22_n18_fty4  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0003 0.0023% c:42.4577890500553 o:42.45681  
         -_F_m3x3_d3,T_m3x3 |p_aty3_i1_o22_n19_fty4  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0004 0.0025% c:45.9312625424352 o:45.932411  
         -_T_sc,T_m2x3 |p_aty3_i1_o22_n0_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v2,T_m2x3 |p_aty3_i1_o22_n1_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(26) o:25.495098  
         -_T_v3,T_m2x3 |p_aty3_i1_o22_n2_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:4*sqrt(33) o:22.978251  
         -_T_m2x2,T_m2x3 |p_aty3_i1_o22_n3_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:6*sqrt(11) o:19.89975  
         -_T_m3x3,T_m2x3 |p_aty3_i1_o22_n4_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(103) o:50.744457  
         -_T_m2x3,T_m2x3 |p_aty3_i1_o22_n5_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:10*sqrt(14) o:37.416576  
         -_T_m3x2,T_m2x3 |p_aty3_i1_o22_n6_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:3*sqrt(59) o:23.043438  
         -_T_t2x2x2,T_m2x3 |p_aty3_i1_o22_n7_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:4*sqrt(57) o:30.199337  
         -_T_t3x3x3,T_m2x3 |p_aty3_i1_o22_n8_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:9*sqrt(39) o:56.204987  
         -_F_sc_d1,T_m2x3 |p_aty3_i1_o22_n9_fty5  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0011% c:20.4400000000000 o:20.439774  
         -_F_sc_d2,T_m2x3 |p_aty3_i1_o22_n10_fty5  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0009% c:13.1500000000000 o:13.150123  
         -_F_v2_d2,T_m2x3 |p_aty3_i1_o22_n11_fty5  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0021% c:26.0233638519155 o:26.022812  
         -_F_v3_d2,T_m2x3 |p_aty3_i1_o22_n12_fty5  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0015% c:30.0749200837986 o:30.075367  
         -_F_m2x2_d2,T_m2x3 |p_aty3_i1_o22_n13_fty5  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0016% c:26.1667540530622 o:26.167175  
         -_F_m3x3_d2,T_m2x3 |p_aty3_i1_o22_n14_fty5  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0003 0.002% c:39.7726814421774 o:39.771904  
         -_F_sc_d3,T_m2x3 |p_aty3_i1_o22_n15_fty5  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0023% c:26.6078430233600 o:26.607244  
         -_F_v2_d3,T_m2x3 |p_aty3_i1_o22_n16_fty5  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.002% c:29.1991601432972 o:29.19973  
         -_F_v3_d3,T_m2x3 |p_aty3_i1_o22_n17_fty5  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0013% c:33.1779461682763 o:33.177525  
         -_F_m2x2_d3,T_m2x3 |p_aty3_i1_o22_n18_fty5  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0002 0.0016% c:50.3349135858977 o:50.334122  
         -_F_m3x3_d3,T_m2x3 |p_aty3_i1_o22_n19_fty5  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0003 0.0009% c:91.2309938355285 o:91.231781  
         -_T_sc,T_m3x2 |p_aty3_i1_o22_n0_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v2,T_m3x2 |p_aty3_i1_o22_n1_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(29) o:26.925823  
         -_T_v3,T_m3x2 |p_aty3_i1_o22_n2_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(59) o:38.405727  
         -_T_m2x2,T_m3x2 |p_aty3_i1_o22_n3_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:25*sqrt(3) o:43.301273  
         -_T_m3x3,T_m3x2 |p_aty3_i1_o22_n4_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:12*sqrt(11) o:39.799496  
         -_T_m2x3,T_m3x2 |p_aty3_i1_o22_n5_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:4*sqrt(31) o:22.271057  
         -_T_m3x2,T_m3x2 |p_aty3_i1_o22_n6_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(101) o:50.249374  
         -_T_t2x2x2,T_m3x2 |p_aty3_i1_o22_n7_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(74) o:43.011627  
         -_T_t3x3x3,T_m3x2 |p_aty3_i1_o22_n8_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:15*sqrt(33) o:86.168442  
         -_F_sc_d1,T_m3x2 |p_aty3_i1_o22_n9_fty6  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0012% c:25.0690000000000 o:25.069292  
         -_F_sc_d2,T_m3x2 |p_aty3_i1_o22_n10_fty6  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0016% c:13.8482656000000 o:13.848039  
         -_F_v2_d2,T_m3x2 |p_aty3_i1_o22_n11_fty6  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0024% c:15.5359187556087 o:15.535542  
         -_F_v3_d2,T_m3x2 |p_aty3_i1_o22_n12_fty6  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0012% c:25.6675269998100 o:25.667227  
         -_F_m2x2_d2,T_m3x2 |p_aty3_i1_o22_n13_fty6  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0021% c:26.1417055083932 o:26.141153  
         -_F_m3x3_d2,T_m3x2 |p_aty3_i1_o22_n14_fty6  
         -Results: x0: X-0 A max diff: 0.0012 sumdiff: 0.0003 0.0034% c:35.5964048762185 o:35.595203  
         -_F_sc_d3,T_m3x2 |p_aty3_i1_o22_n15_fty6  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0024% c:15.8947012500000 o:15.894323  
         -_F_v2_d3,T_m3x2 |p_aty3_i1_o22_n16_fty6  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0011% c:35.7361651459137 o:35.736561  
         -_F_v3_d3,T_m3x2 |p_aty3_i1_o22_n17_fty6  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0021% c:18.6799278124158 o:18.679531  
         -_F_m2x2_d3,T_m3x2 |p_aty3_i1_o22_n18_fty6  
         -Results: x0: X-0 A max diff: 0.0016 sumdiff: 0.0003 0.0021% c:78.7213823283666 o:78.719734  
         -_F_m3x3_d3,T_m3x2 |p_aty3_i1_o22_n19_fty6  
         -Results: x0: X-0 A max diff: 0.0015 sumdiff: 0.0003 0.0024% c:64.0187171720388 o:64.017189  
         -_T_sc,T_t2x2x2 |p_aty3_i1_o22_n0_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v2,T_t2x2x2 |p_aty3_i1_o22_n1_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:3*sqrt(17) o:12.369316  
         -_T_v3,T_t2x2x2 |p_aty3_i1_o22_n2_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(29) o:26.925823  
         -_T_m2x2,T_t2x2x2 |p_aty3_i1_o22_n3_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:4*sqrt(67) o:32.741409  
         -_T_m3x3,T_t2x2x2 |p_aty3_i1_o22_n4_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:2*sqrt(174) o:26.381811  
         -_T_m2x3,T_t2x2x2 |p_aty3_i1_o22_n5_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:4*sqrt(101) o:40.199501  
         -_T_m3x2,T_t2x2x2 |p_aty3_i1_o22_n6_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(47) o:34.278275  
         -_T_t2x2x2,T_t2x2x2 |p_aty3_i1_o22_n7_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(59) o:38.405727  
         -_T_t3x3x3,T_t2x2x2 |p_aty3_i1_o22_n8_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(286) o:84.557678  
         -_F_sc_d1,T_t2x2x2 |p_aty3_i1_o22_n9_fty7  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0014% c:21.5120000000000 o:21.512295  
         -_F_sc_d2,T_t2x2x2 |p_aty3_i1_o22_n10_fty7  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0001 0.0022% c:32.9807131000000 o:32.98143  
         -_F_v2_d2,T_t2x2x2 |p_aty3_i1_o22_n11_fty7  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0009% c:26.7517092956883 o:26.75194  
         -_F_v3_d2,T_t2x2x2 |p_aty3_i1_o22_n12_fty7  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0004 0.0024% c:46.0571801035756 o:46.056091  
         -_F_m2x2_d2,T_t2x2x2 |p_aty3_i1_o22_n13_fty7  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0031% c:17.3101783179557 o:17.309649  
         -_F_m3x3_d2,T_t2x2x2 |p_aty3_i1_o22_n14_fty7  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0003 0.0014% c:74.7712148385160 o:74.770172  
         -_F_sc_d3,T_t2x2x2 |p_aty3_i1_o22_n15_fty7  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0002 0.0022% c:41.0285819040000 o:41.02766  
         -_F_v2_d3,T_t2x2x2 |p_aty3_i1_o22_n16_fty7  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0016% c:28.4185295863201 o:28.418062  
         -_F_v3_d3,T_t2x2x2 |p_aty3_i1_o22_n17_fty7  
         -Results: x0: X-0 A max diff: 0.0021 sumdiff: 0.0004 0.0034% c:61.2554556973889 o:61.253357  
         -_F_m2x2_d3,T_t2x2x2 |p_aty3_i1_o22_n18_fty7  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0008% c:49.1766644251478 o:49.176262  
         -_F_m3x3_d3,T_t2x2x2 |p_aty3_i1_o22_n19_fty7  
         -Results: x0: X-0 A max diff: 0.0034 sumdiff: 0.0005 0.0029% c:116.702736387577 o:116.69936  
         -_T_sc,T_t3x3x3 |p_aty3_i1_o22_n0_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v2,T_t3x3x3 |p_aty3_i1_o22_n1_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(29) o:26.925823  
         -_T_v3,T_t3x3x3 |p_aty3_i1_o22_n2_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:8*sqrt(6) o:19.595919  
         -_T_m2x2,T_t3x3x3 |p_aty3_i1_o22_n3_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:25*sqrt(3) o:43.301273  
         -_T_m3x3,T_t3x3x3 |p_aty3_i1_o22_n4_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m2x3,T_t3x3x3 |p_aty3_i1_o22_n5_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:3*sqrt(57) o:22.649502  
         -_T_m3x2,T_t3x3x3 |p_aty3_i1_o22_n6_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:3*sqrt(51) o:21.424286  
         -_T_t2x2x2,T_t3x3x3 |p_aty3_i1_o22_n7_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(110) o:52.440445  
         -_T_t3x3x3,T_t3x3x3 |p_aty3_i1_o22_n8_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:4*sqrt(313) o:70.767227  
         -_F_sc_d1,T_t3x3x3 |p_aty3_i1_o22_n9_fty8  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0 0.0018% c:14.6720000000000 o:14.671735  
         -_F_sc_d2,T_t3x3x3 |p_aty3_i1_o22_n10_fty8  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0001 0.0033% c:19.8466966000000 o:19.846033  
         -_F_v2_d2,T_t3x3x3 |p_aty3_i1_o22_n11_fty8  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0002 0.0025% c:30.0554390978804 o:30.054699  
         -_F_v3_d2,T_t3x3x3 |p_aty3_i1_o22_n12_fty8  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0002 0.0022% c:45.6078773012495 o:45.606895  
         -_F_m2x2_d2,T_t3x3x3 |p_aty3_i1_o22_n13_fty8  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.001% c:28.6862663061655 o:28.685987  
         -_F_m3x3_d2,T_t3x3x3 |p_aty3_i1_o22_n14_fty8  
         -Results: x0: X-0 A max diff: 0.0017 sumdiff: 0.0004 0.002% c:87.0525975500397 o:87.050888  
         -_F_sc_d3,T_t3x3x3 |p_aty3_i1_o22_n15_fty8  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0026% c:6.76046262400000 o:6.7602844  
         -_F_v2_d3,T_t3x3x3 |p_aty3_i1_o22_n16_fty8  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0002 0.0021% c:37.5615975535424 o:37.560802  
         -_F_v3_d3,T_t3x3x3 |p_aty3_i1_o22_n17_fty8  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0003 0.0024% c:44.4975593627117 o:44.496475  
         -_F_m2x2_d3,T_t3x3x3 |p_aty3_i1_o22_n18_fty8  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0015% c:35.1560708706490 o:35.15554  
         -_F_m3x3_d3,T_t3x3x3 |p_aty3_i1_o22_n19_fty8  
         -Results: x0: X-0 A max diff: 0.0019 sumdiff: 0.0005 0.0023% c:80.8864552082513 o:80.88456  
         -_T_sc,F_sc_d1 |p_aty3_i1_o22_n0_fty9  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0011% c:13.2900000000000 o:13.290152  
         -_T_v2,F_sc_d1 |p_aty3_i1_o22_n1_fty9  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0011% c:3.1328*sqrt(41) o:20.059925  
         -_T_v3,F_sc_d1 |p_aty3_i1_o22_n2_fty9  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0012% c:14.8635*sqrt(5) o:33.235401  
         -_T_m2x2,F_sc_d1 |p_aty3_i1_o22_n3_fty9  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0002 0.0015% c:8.2668*sqrt(5) o:18.484856  
         -_T_m3x3,F_sc_d1 |p_aty3_i1_o22_n4_fty9  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0026% c:0.902*sqrt(111) o:9.5029173  
         -_T_m2x3,F_sc_d1 |p_aty3_i1_o22_n5_fty9  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0015% c:6.7205*sqrt(29) o:36.190464  
         -_T_m3x2,F_sc_d1 |p_aty3_i1_o22_n6_fty9  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0003 0.0012% c:4.8352*sqrt(77) o:42.429237  
         -_T_t2x2x2,F_sc_d1 |p_aty3_i1_o22_n7_fty9  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0004 0.0014% c:23.9068*sqrt(5) o:53.456474  
         -_T_t3x3x3,F_sc_d1 |p_aty3_i1_o22_n8_fty9  
         -Results: x0: X-0 A max diff: 0.0016 sumdiff: 0.0006 0.002% c:4.8796*sqrt(286) o:82.519882  
         -_F_sc_d1,F_sc_d1 |p_aty3_i1_o22_n9_fty9  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0002 0.0027% c:12.7680000000000 o:12.767657  
         -_T_sc,F_sc_d2 |p_aty3_i1_o22_n0_fty10  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0002 0.0021% c:15.2964750000000 o:15.296149  
         -_T_v2,F_sc_d2 |p_aty3_i1_o22_n1_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0009% c:6.0922272*sqrt(2) o:8.615633  
         -_T_v3,F_sc_d2 |p_aty3_i1_o22_n2_fty10  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.002% c:12.8375184*sqrt(3) o:22.2348  
         -_T_m2x2,F_sc_d2 |p_aty3_i1_o22_n3_fty10  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0004 0.0023% c:5.34786363*sqrt(57) o:40.37455  
         -_T_m3x3,F_sc_d2 |p_aty3_i1_o22_n4_fty10  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0003 0.002% c:5.19196368*sqrt(53) o:37.797321  
         -_T_m2x3,F_sc_d2 |p_aty3_i1_o22_n5_fty10  
         -Results: x0: X-0 A max diff: 0.0012 sumdiff: 0.0006 0.0013% c:87.9814800000000 o:87.980309  
         -_T_m3x2,F_sc_d2 |p_aty3_i1_o22_n6_fty10  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0004 0.002% c:37.5273810000000 o:37.526619  
         -_T_t2x2x2,F_sc_d2 |p_aty3_i1_o22_n7_fty10  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0004 0.0017% c:41.3167820800000 o:41.317497  
         -_T_t3x3x3,F_sc_d2 |p_aty3_i1_o22_n8_fty10  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0003 0.0009% c:18.382938*sqrt(19) o:80.130112  
         -_F_sc_d2,F_sc_d2 |p_aty3_i1_o22_n10_fty10  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0004 0.005% c:22.8227974969920 o:22.821648  
         -_F_v2_d2,F_sc_d2 |p_aty3_i1_o22_n11_fty10  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0005 0.003% c:35.4844048745730 o:35.483349  
         -_F_v3_d2,F_sc_d2 |p_aty3_i1_o22_n12_fty10  
         -Results: x0: X-0 A max diff: 0.0028 sumdiff: 0.0007 0.0042% c:65.9907140666930 o:65.987946  
         -_F_m2x2_d2,F_sc_d2 |p_aty3_i1_o22_n13_fty10  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0004 0.0021% c:45.6134722652795 o:45.612507  
         -_F_m3x3_d2,F_sc_d2 |p_aty3_i1_o22_n14_fty10  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0007 0.003% c:46.9369569001648 o:46.935555  
         -_T_sc,F_v2_d2 |p_aty3_i1_o22_n0_fty11  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0017% c:9.80972000000000 o:9.8095579  
         -_T_v2,F_v2_d2 |p_aty3_i1_o22_n1_fty11  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0007% c:4.56599705*sqrt(26) o:23.281939  
         -_T_v3,F_v2_d2 |p_aty3_i1_o22_n2_fty11  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0012% c:3.63871625*sqrt(41) o:23.299421  
         -_T_m2x2,F_v2_d2 |p_aty3_i1_o22_n3_fty11  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0003 0.0015% c:3.491075*sqrt(73) o:29.827299  
         -_T_m3x3,F_v2_d2 |p_aty3_i1_o22_n4_fty11  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0005 0.0025% c:32.60234496*sqrt(3) o:56.467491  
         -_T_m2x3,F_v2_d2 |p_aty3_i1_o22_n5_fty11  
         -Results: x0: X-0 A max diff: 0.0012 sumdiff: 0.0003 0.0028% c:5.24524232*sqrt(71) o:44.195953  
         -_T_m3x2,F_v2_d2 |p_aty3_i1_o22_n6_fty11  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0003 0.0018% c:29.7340256*sqrt(3) o:51.499939  
         -_T_t2x2x2,F_v2_d2 |p_aty3_i1_o22_n7_fty11  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0002 0.0014% c:50.8005521000000 o:50.80127  
         -_T_t3x3x3,F_v2_d2 |p_aty3_i1_o22_n8_fty11  
         -Results: x0: X-0 A max diff: 0.0018 sumdiff: 0.0008 0.0014% c:7.347423*sqrt(295) o:126.19437  
         -_F_sc_d2,F_v2_d2 |p_aty3_i1_o22_n10_fty11  
         -Results: x0: X-0 A max diff: 0.0017 sumdiff: 0.0005 0.0052% c:32.9066300209103 o:32.908344  
         -_F_v2_d2,F_v2_d2 |p_aty3_i1_o22_n11_fty11  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0004 0.0035% c:29.6718334810835 o:29.670782  
         -_F_v3_d2,F_v2_d2 |p_aty3_i1_o22_n12_fty11  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0004 0.0043% c:19.3785872852784 o:19.377762  
         -_F_m2x2_d2,F_v2_d2 |p_aty3_i1_o22_n13_fty11  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0002 0.0043% c:17.7928201826819 o:17.792048  
         -_F_m3x3_d2,F_v2_d2 |p_aty3_i1_o22_n14_fty11  
         -Results: x0: X-0 A max diff: 0.0041 sumdiff: 0.0021 0.0057% c:71.2506824050741 o:71.24659  
         -_T_sc,F_v3_d2 |p_aty3_i1_o22_n0_fty12  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0017% c:20.3588870400000 o:20.358551  
         -_T_v2,F_v3_d2 |p_aty3_i1_o22_n1_fty12  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0015% c:19.883072*sqrt(2) o:28.118486  
         -_T_v3,F_v3_d2 |p_aty3_i1_o22_n2_fty12  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.002% c:6.57063916*sqrt(11) o:21.792786  
         -_T_m2x2,F_v3_d2 |p_aty3_i1_o22_n3_fty12  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.001% c:3.7293498*sqrt(58) o:28.401611  
         -_T_m3x3,F_v3_d2 |p_aty3_i1_o22_n4_fty12  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0004 0.0019% c:5.04675508*sqrt(107) o:52.203053  
         -_T_m2x3,F_v3_d2 |p_aty3_i1_o22_n5_fty12  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0006 0.0016% c:18.66916996*sqrt(21) o:85.554276  
         -_T_m3x2,F_v3_d2 |p_aty3_i1_o22_n6_fty12  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0002 0.0026% c:11.70108096*sqrt(10) o:37.001114  
         -_T_t2x2x2,F_v3_d2 |p_aty3_i1_o22_n7_fty12  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0003 0.0019% c:5.557856*sqrt(74) o:47.809597  
         -_T_t3x3x3,F_v3_d2 |p_aty3_i1_o22_n8_fty12  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0011% c:1.5481342*sqrt(358) o:29.291761  
         -_F_sc_d2,F_v3_d2 |p_aty3_i1_o22_n10_fty12  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0003 0.0038% c:29.7938390422499 o:29.794968  
         -_F_v2_d2,F_v3_d2 |p_aty3_i1_o22_n11_fty12  
         -Results: x0: X-0 A max diff: 0.0012 sumdiff: 0.0004 0.0059% c:20.8939952104658 o:20.892759  
         -_F_v3_d2,F_v3_d2 |p_aty3_i1_o22_n12_fty12  
         -Results: x0: X-0 A max diff: 0.0018 sumdiff: 0.0006 0.0034% c:51.5401768430515 o:51.541935  
         -_F_m2x2_d2,F_v3_d2 |p_aty3_i1_o22_n13_fty12  
         -Results: x0: X-0 A max diff: 0.0049 sumdiff: 0.0007 0.0055% c:89.6259887380330 o:89.621063  
         -_F_m3x3_d2,F_v3_d2 |p_aty3_i1_o22_n14_fty12  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0004 0.0028% c:45.4687756725121 o:45.470051  
         -_T_sc,F_m2x2_d2 |p_aty3_i1_o22_n0_fty13  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0023% c:11.6787800200000 o:11.679051  
         -_T_v2,F_m2x2_d2 |p_aty3_i1_o22_n1_fty13  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0016% c:5.86107584*sqrt(26) o:29.885271  
         -_T_v3,F_m2x2_d2 |p_aty3_i1_o22_n2_fty13  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0021% c:3.77800005*sqrt(35) o:22.350471  
         -_T_m2x2,F_m2x2_d2 |p_aty3_i1_o22_n3_fty13  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.001% c:6.94995675*sqrt(42) o:45.040432  
         -_T_m3x3,F_m2x2_d2 |p_aty3_i1_o22_n4_fty13  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0004 0.0012% c:5.59626688*sqrt(143) o:66.920784  
         -_T_m2x3,F_m2x2_d2 |p_aty3_i1_o22_n5_fty13  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0002 0.0021% c:5.529953*sqrt(41) o:35.408226  
         -_T_m3x2,F_m2x2_d2 |p_aty3_i1_o22_n6_fty13  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0015% c:10.56398048*sqrt(10) o:33.405727  
         -_T_t2x2x2,F_m2x2_d2 |p_aty3_i1_o22_n7_fty13  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0003 0.0019% c:7.1792*sqrt(94) o:69.603622  
         -_T_t3x3x3,F_m2x2_d2 |p_aty3_i1_o22_n8_fty13  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0005 0.0013% c:29.98984375*sqrt(13) o:108.13132  
         -_F_sc_d2,F_m2x2_d2 |p_aty3_i1_o22_n10_fty13  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0001 0.0036% c:18.0849908624044 o:18.084347  
         -_F_v2_d2,F_m2x2_d2 |p_aty3_i1_o22_n11_fty13  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0003 0.0017% c:64.7724654642304 o:64.77356  
         -_F_v3_d2,F_m2x2_d2 |p_aty3_i1_o22_n12_fty13  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0006 0.0064% c:22.1051674024504 o:22.103745  
         -_F_m2x2_d2,F_m2x2_d2 |p_aty3_i1_o22_n13_fty13  
         -Results: x0: X-0 A max diff: 0.0024 sumdiff: 0.0009 0.0039% c:61.2649260700252 o:61.267342  
         -_F_m3x3_d2,F_m2x2_d2 |p_aty3_i1_o22_n14_fty13  
         -Results: x0: X-0 A max diff: 0.0024 sumdiff: 0.0008 0.0027% c:90.5515267551611 o:90.549118  
         -_T_sc,F_m3x3_d2 |p_aty3_i1_o22_n0_fty14  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0002 0.0022% c:37.3076302000000 o:37.306797  
         -_T_v2,F_m3x3_d2 |p_aty3_i1_o22_n1_fty14  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0002 0.0019% c:6.39939584*sqrt(41) o:40.975342  
         -_T_v3,F_m3x3_d2 |p_aty3_i1_o22_n2_fty14  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0018% c:5.65198125*sqrt(3) o:9.7893438  
         -_T_m2x2,F_m3x3_d2 |p_aty3_i1_o22_n3_fty14  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0003 0.0016% c:21.69094935*sqrt(6) o:53.13092  
         -_T_m3x3,F_m3x3_d2 |p_aty3_i1_o22_n4_fty14  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0003 0.0025% c:3.96366448*sqrt(79) o:35.228939  
         -_T_m2x3,F_m3x3_d2 |p_aty3_i1_o22_n5_fty14  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0003 0.0024% c:10.104656*sqrt(15) o:39.134243  
         -_T_m3x2,F_m3x3_d2 |p_aty3_i1_o22_n6_fty14  
         -Results: x0: X-0 A max diff: 0.002 sumdiff: 0.0005 0.0025% c:8.18734256*sqrt(91) o:78.100281  
         -_T_t2x2x2,F_m3x3_d2 |p_aty3_i1_o22_n7_fty14  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0002 0.0016% c:5.60803328*sqrt(82) o:50.782097  
         -_T_t3x3x3,F_m3x3_d2 |p_aty3_i1_o22_n8_fty14  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0003 0.0016% c:7.939198*sqrt(66) o:64.499382  
         -_F_sc_d2,F_m3x3_d2 |p_aty3_i1_o22_n10_fty14  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0004 0.004% c:35.2040620186426 o:35.202663  
         -_F_v2_d2,F_m3x3_d2 |p_aty3_i1_o22_n11_fty14  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0003 0.0037% c:36.0026171876679 o:36.001286  
         -_F_v3_d2,F_m3x3_d2 |p_aty3_i1_o22_n12_fty14  
         -Results: x0: X-0 A max diff: 0.003 sumdiff: 0.0005 0.0048% c:62.4077178034589 o:62.404728  
         -_F_m2x2_d2,F_m3x3_d2 |p_aty3_i1_o22_n13_fty14  
         -Results: x0: X-0 A max diff: 0.0041 sumdiff: 0.0009 0.0046% c:89.8880947456865 o:89.883995  
         -_F_m3x3_d2,F_m3x3_d2 |p_aty3_i1_o22_n14_fty14  
         -Results: x0: X-0 A max diff: 0.0026 sumdiff: 0.0006 0.0042% c:61.2687199788473 o:61.266159  
         -_T_sc,F_sc_d3 |p_aty3_i1_o22_n0_fty15  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0026% c:11.7839430809600 o:11.783636  
         -_T_v2,F_sc_d3 |p_aty3_i1_o22_n1_fty15  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0005 0.0025% c:6.799865771528*sqrt(41) o:43.539307  
         -_T_v3,F_sc_d3 |p_aty3_i1_o22_n2_fty15  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0026% c:3.186117854405*sqrt(19) o:13.887601  
         -_T_m2x2,F_sc_d3 |p_aty3_i1_o22_n3_fty15  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0028% c:17.9629689875000 o:17.962465  
         -_T_m3x3,F_sc_d3 |p_aty3_i1_o22_n4_fty15  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0004 0.0032% c:45.3486103215750 o:45.347164  
         -_T_m2x3,F_sc_d3 |p_aty3_i1_o22_n5_fty15  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0028% c:2.386908852796*sqrt(71) o:20.111898  
         -_T_m3x2,F_sc_d3 |p_aty3_i1_o22_n6_fty15  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0003 0.0018% c:41.2852599552*sqrt(2) o:58.385136  
         -_T_t2x2x2,F_sc_d3 |p_aty3_i1_o22_n7_fty15  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0003 0.0012% c:29.55737688*sqrt(5) o:66.093079  
         -_T_t3x3x3,F_sc_d3 |p_aty3_i1_o22_n8_fty15  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0006 0.0022% c:62.2811145092400 o:62.279747  
         -_F_sc_d3,F_sc_d3 |p_aty3_i1_o22_n15_fty15  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0027% c:15.0893234496509 o:15.089726  
         -_F_v2_d3,F_sc_d3 |p_aty3_i1_o22_n16_fty15  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0003 0.0025% c:40.9501264704638 o:40.95113  
         -_F_v3_d3,F_sc_d3 |p_aty3_i1_o22_n17_fty15  
         -Results: x0: X-0 A max diff: 0.004 sumdiff: 0.001 0.0049% c:82.1331201917061 o:82.129082  
         -_F_m2x2_d3,F_sc_d3 |p_aty3_i1_o22_n18_fty15  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0005 0.0034% c:33.1965760633191 o:33.195454  
         -_F_m3x3_d3,F_sc_d3 |p_aty3_i1_o22_n19_fty15  
         -Results: x0: X-0 A max diff: 0.0045 sumdiff: 0.0014 0.004% c:110.485406948381 o:110.48095  
         -_T_sc,F_v2_d3 |p_aty3_i1_o22_n0_fty16  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0033% c:4.79946553170000 o:4.7993069  
         -_T_v2,F_v2_d3 |p_aty3_i1_o22_n1_fty16  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0026% c:5.036406552*sqrt(10) o:15.926097  
         -_T_v3,F_v2_d3 |p_aty3_i1_o22_n2_fty16  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0002 0.0017% c:3.920862632*sqrt(26) o:19.992891  
         -_T_m2x2,F_v2_d3 |p_aty3_i1_o22_n3_fty16  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0025% c:6.7166336*sqrt(7) o:17.770105  
         -_T_m3x3,F_v2_d3 |p_aty3_i1_o22_n4_fty16  
         -Results: x0: X-0 A max diff: 0.0017 sumdiff: 0.0007 0.0021% c:77.6895604346880 o:77.687897  
         -_T_m2x3,F_v2_d3 |p_aty3_i1_o22_n5_fty16  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0003 0.002% c:6.3528001012*sqrt(77) o:55.744469  
         -_T_m3x2,F_v2_d3 |p_aty3_i1_o22_n6_fty16  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0007 0.0017% c:8.4990648*sqrt(78) o:75.060455  
         -_T_t2x2x2,F_v2_d3 |p_aty3_i1_o22_n7_fty16  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0003 0.0023% c:28.077592103424*sqrt(5) o:62.78196  
         -_T_t3x3x3,F_v2_d3 |p_aty3_i1_o22_n8_fty16  
         -Results: x0: X-0 A max diff: 0.0033 sumdiff: 0.0013 0.002% c:35.2924199936*sqrt(21) o:161.72688  
         -_F_sc_d3,F_v2_d3 |p_aty3_i1_o22_n15_fty16  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0002 0.0017% c:41.7761051651600 o:41.776836  
         -_F_v2_d3,F_v2_d3 |p_aty3_i1_o22_n16_fty16  
         -Results: x0: X-0 A max diff: 0.0058 sumdiff: 0.0011 0.006% c:96.7195444971817 o:96.71376  
         -_F_v3_d3,F_v2_d3 |p_aty3_i1_o22_n17_fty16  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0003 0.0019% c:53.5108380406187 o:53.509796  
         -_F_m2x2_d3,F_v2_d3 |p_aty3_i1_o22_n18_fty16  
         -Results: x0: X-0 A max diff: 0.0022 sumdiff: 0.0005 0.0051% c:42.9894227545875 o:42.987217  
         -_F_m3x3_d3,F_v2_d3 |p_aty3_i1_o22_n19_fty16  
         -Results: x0: X-0 A max diff: 0.0049 sumdiff: 0.002 0.0045% c:110.667776065654 o:110.66285  
         -_T_sc,F_v3_d3 |p_aty3_i1_o22_n0_fty17  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0022% c:4.37023284531200 o:4.3701372  
         -_T_v2,F_v3_d3 |p_aty3_i1_o22_n1_fty17  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0003 0.0045% c:15.89131632*sqrt(2) o:22.472696  
         -_T_v3,F_v3_d3 |p_aty3_i1_o22_n2_fty17  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0023% c:25.1465332800000 o:25.145958  
         -_T_m2x2,F_v3_d3 |p_aty3_i1_o22_n3_fty17  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0003 0.0031% c:16.795236920832*sqrt(2) o:23.751326  
         -_T_m3x3,F_v3_d3 |p_aty3_i1_o22_n4_fty17  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0003 0.0035% c:4.312576971736*sqrt(91) o:41.137917  
         -_T_m2x3,F_v3_d3 |p_aty3_i1_o22_n5_fty17  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0011% c:7.051350234*sqrt(67) o:57.717178  
         -_T_m3x2,F_v3_d3 |p_aty3_i1_o22_n6_fty17  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0015% c:7.153286957548*sqrt(35) o:42.320049  
         -_T_t2x2x2,F_v3_d3 |p_aty3_i1_o22_n7_fty17  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0003 0.0015% c:14.3462642488*sqrt(19) o:62.534874  
         -_T_t3x3x3,F_v3_d3 |p_aty3_i1_o22_n8_fty17  
         -Results: x0: X-0 A max diff: 0.0027 sumdiff: 0.0008 0.0036% c:4.5840907584*sqrt(267) o:74.901993  
         -_F_sc_d3,F_v3_d3 |p_aty3_i1_o22_n15_fty17  
         -Results: x0: X-0 A max diff: 0.0019 sumdiff: 0.0004 0.0056% c:33.0355552360295 o:33.033691  
         -_F_v2_d3,F_v3_d3 |p_aty3_i1_o22_n16_fty17  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0002 0.0023% c:37.0692965446846 o:37.068428  
         -_F_v3_d3,F_v3_d3 |p_aty3_i1_o22_n17_fty17  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0005 0.0025% c:50.9186934182168 o:50.917427  
         -_F_m2x2_d3,F_v3_d3 |p_aty3_i1_o22_n18_fty17  
         -Results: x0: X-0 A max diff: 0.002 sumdiff: 0.0004 0.0018% c:111.221057176530 o:111.21907  
         -_F_m3x3_d3,F_v3_d3 |p_aty3_i1_o22_n19_fty17  
         -Results: x0: X-0 A max diff: 0.0015 sumdiff: 0.0007 0.0029% c:52.7984603790379 o:52.796955  
         -_T_sc,F_m2x2_d3 |p_aty3_i1_o22_n0_fty18  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0001 0.0033% c:17.2443886308000 o:17.243824  
         -_T_v2,F_m2x2_d3 |p_aty3_i1_o22_n1_fty18  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0025% c:3.632326176*sqrt(34) o:21.179394  
         -_T_v3,F_m2x2_d3 |p_aty3_i1_o22_n2_fty18  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0003 0.0028% c:17.6249744025*sqrt(3) o:30.526505  
         -_T_m2x2,F_m2x2_d3 |p_aty3_i1_o22_n3_fty18  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0002 0.0017% c:7.03864436*sqrt(35) o:41.640453  
         -_T_m3x3,F_m2x2_d3 |p_aty3_i1_o22_n4_fty18  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0003 0.001% c:7.9922365808*sqrt(106) o:82.284264  
         -_T_m2x3,F_m2x2_d3 |p_aty3_i1_o22_n5_fty18  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0005 0.0026% c:6.056602553088*sqrt(53) o:44.09388  
         -_T_m3x2,F_m2x2_d3 |p_aty3_i1_o22_n6_fty18  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0003 0.0018% c:15.040571409792*sqrt(11) o:49.883038  
         -_T_t2x2x2,F_m2x2_d3 |p_aty3_i1_o22_n7_fty18  
         -Results: x0: X-0 A max diff: 0.0012 sumdiff: 0.0004 0.0026% c:6.547663078144*sqrt(51) o:46.760887  
         -_T_t3x3x3,F_m2x2_d3 |p_aty3_i1_o22_n8_fty18  
         -Results: x0: X-0 A max diff: 0.0016 sumdiff: 0.0004 0.0019% c:4.78739523152*sqrt(287) o:81.105179  
         -_F_sc_d3,F_m2x2_d3 |p_aty3_i1_o22_n15_fty18  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0003 0.0071% c:19.5277460729549 o:19.526367  
         -_F_v2_d3,F_m2x2_d3 |p_aty3_i1_o22_n16_fty18  
         -Results: x0: X-0 A max diff: 0.0041 sumdiff: 0.0011 0.0051% c:79.6587660728272 o:79.654678  
         -_F_v3_d3,F_m2x2_d3 |p_aty3_i1_o22_n17_fty18  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0005 0.0038% c:29.7583613279119 o:29.757235  
         -_F_m2x2_d3,F_m2x2_d3 |p_aty3_i1_o22_n18_fty18  
         -Results: x0: X-0 A max diff: 0.0017 sumdiff: 0.0006 0.0043% c:38.4685283381682 o:38.466862  
         -_F_m3x3_d3,F_m2x2_d3 |p_aty3_i1_o22_n19_fty18  
         -Results: x0: Y-0 B max diff: 0.0204 sumdiff: 0.0033 0.0078% c:262.436231332853 o:262.41583  
         -_T_sc,F_m3x3_d3 |p_aty3_i1_o22_n0_fty19  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0032% c:4.03577665230500 o:4.0359039  
         -_T_v2,F_m3x3_d3 |p_aty3_i1_o22_n1_fty19  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0028% c:6.056889779328*sqrt(10) o:19.153025  
         -_T_v3,F_m3x3_d3 |p_aty3_i1_o22_n2_fty19  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0014% c:6.2327892136*sqrt(30) o:34.137905  
         -_T_m2x2,F_m3x3_d3 |p_aty3_i1_o22_n3_fty19  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0005 0.0022% c:7.78557865088*sqrt(57) o:58.778549  
         -_T_m3x3,F_m3x3_d3 |p_aty3_i1_o22_n4_fty19  
         -Results: x0: X-0 A max diff: 0.0023 sumdiff: 0.0004 0.003% c:7.467007907712*sqrt(101) o:75.040215  
         -_T_m2x3,F_m3x3_d3 |p_aty3_i1_o22_n5_fty19  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0003 0.0031% c:3.56110939522*sqrt(91) o:33.971882  
         -_T_m3x2,F_m3x3_d3 |p_aty3_i1_o22_n6_fty19  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0003 0.0018% c:6.8876716*sqrt(65) o:55.52919  
         -_T_t2x2x2,F_m3x3_d3 |p_aty3_i1_o22_n7_fty19  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0003 0.0018% c:4.85588399232*sqrt(114) o:51.845703  
         -_T_t3x3x3,F_m3x3_d3 |p_aty3_i1_o22_n8_fty19  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0004 0.0013% c:34.568012648512*sqrt(5) o:77.295425  
         -_F_sc_d3,F_m3x3_d3 |p_aty3_i1_o22_n15_fty19  
         -Results: x0: X-0 A max diff: 0.0026 sumdiff: 0.0008 0.0043% c:61.2502343842358 o:61.252876  
         -_F_v2_d3,F_m3x3_d3 |p_aty3_i1_o22_n16_fty19  
         -Results: x0: X-0 A max diff: 0.0067 sumdiff: 0.0009 0.0086% c:77.0487795024548 o:77.042122  
         -_F_v3_d3,F_m3x3_d3 |p_aty3_i1_o22_n17_fty19  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0003 0.0023% c:43.2924521701434 o:43.291435  
         -_F_m2x2_d3,F_m3x3_d3 |p_aty3_i1_o22_n18_fty19  
         -Results: x0: X-0 A max diff: 0.0025 sumdiff: 0.0007 0.0042% c:60.4844438558582 o:60.481911  
         -_F_m3x3_d3,F_m3x3_d3 |p_aty3_i1_o22_n19_fty19  
         -Results: x0: X-0 A max diff: 0.0045 sumdiff: 0.0011 0.0064% c:69.5689855767362 o:69.564499  
 CHECK:cmd: 2 0 - multiplication_norm |1_22- vis15 A:329|330 B:1|330 ran: 330|400 cumulative: 1118  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1118division_norm |1_23  
         -_T_sc,T_sc |p_aty3_i1_o23_n0_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v2,T_sc |p_aty3_i1_o23_n1_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(34)/5 o:1.1661904  
         -_T_v3,T_sc |p_aty3_i1_o23_n2_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(14) o:3.7416575  
         -_T_m2x2,T_sc |p_aty3_i1_o23_n3_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(42)/5 o:1.2961481  
         -_T_m3x3,T_sc |p_aty3_i1_o23_n4_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(113)/2 o:5.315073  
         -_T_m2x3,T_sc |p_aty3_i1_o23_n5_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(58)/4 o:1.9039433  
         -_T_m3x2,T_sc |p_aty3_i1_o23_n6_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(43) o:6.5574384  
         -_T_t2x2x2,T_sc |p_aty3_i1_o23_n7_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(86)/3 o:3.0912063  
         -_T_t3x3x3,T_sc |p_aty3_i1_o23_n8_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:7*sqrt(7) o:18.52026  
         -_F_sc_d1,T_sc |p_aty3_i1_o23_n9_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0009% c:0.893333333333333 o:0.89332557  
         -_F_sc_d2,T_sc |p_aty3_i1_o23_n10_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0015% c:0.876741502500000 o:0.87672871  
         -_F_v2_d2,T_sc |p_aty3_i1_o23_n11_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0021% c:1.59122897116675 o:1.5911953  
         -_F_v3_d2,T_sc |p_aty3_i1_o23_n12_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0012% c:1.80754302969071 o:1.8075653  
         -_F_m2x2_d2,T_sc |p_aty3_i1_o23_n13_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0016% c:1.58996710248231 o:1.5899417  
         -_F_m3x3_d2,T_sc |p_aty3_i1_o23_n14_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0013% c:5.89560487785980 o:5.8955269  
         -_F_sc_d3,T_sc |p_aty3_i1_o23_n15_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.002% c:1.24501111897600 o:1.2450359  
         -_F_v2_d3,T_sc |p_aty3_i1_o23_n16_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0012% c:1.25412410725939 o:1.2541089  
         -_F_v3_d3,T_sc |p_aty3_i1_o23_n17_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0016% c:3.13954543562429 o:3.1394954  
         -_F_m2x2_d3,T_sc |p_aty3_i1_o23_n18_fty0  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0031% c:5.32676079786747 o:5.3265944  
         -_F_m3x3_d3,T_sc |p_aty3_i1_o23_n19_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.002% c:6.69736357979113 o:6.6972322  
         -_T_sc,F_sc_d1 |p_aty3_i1_o23_n0_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0006% c:1.45313635262775 o:1.4531451  
         -_T_v2,F_sc_d1 |p_aty3_i1_o23_n1_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0008% c:1.38888888888889*sqrt(13) o:5.0077481  
         -_T_v3,F_sc_d1 |p_aty3_i1_o23_n2_fty9  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.002% c:1.05853710172542*sqrt(51) o:7.5596199  
         -_T_m2x2,F_sc_d1 |p_aty3_i1_o23_n3_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0014% c:4.17943716912789 o:4.1794968  
         -_T_m3x3,F_sc_d1 |p_aty3_i1_o23_n4_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0021% c:0.366985944438328*sqrt(94) o:3.5581353  
         -_T_m2x3,F_sc_d1 |p_aty3_i1_o23_n5_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.001% c:1.09349371241115*sqrt(69) o:9.0833349  
         -_T_m3x2,F_sc_d1 |p_aty3_i1_o23_n6_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0013% c:4.00320256204964 o:4.0031486  
         -_T_t2x2x2,F_sc_d1 |p_aty3_i1_o23_n7_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0018% c:1.5451174289246*sqrt(11) o:5.1246667  
         -_T_t3x3x3,F_sc_d1 |p_aty3_i1_o23_n8_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0004% c:2.32270052647879*sqrt(46) o:15.753263  
         -_F_sc_d1,F_sc_d1 |p_aty3_i1_o23_n9_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:0.237113402061856 o:0.23711291  
         -_T_sc,F_sc_d2 |p_aty3_i1_o23_n0_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0015% c:0.966351984665360 o:0.96636677  
         -_T_v2,F_sc_d2 |p_aty3_i1_o23_n1_fty10  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0018% c:8.78813699932226*sqrt(2) o:12.428528  
         -_T_v3,F_sc_d2 |p_aty3_i1_o23_n2_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0016% c:0.537159511942347*sqrt(3) o:0.93037313  
         -_T_m2x2,F_sc_d2 |p_aty3_i1_o23_n3_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0024% c:0.276432228547975*sqrt(55) o:2.0501246  
         -_T_m3x3,F_sc_d2 |p_aty3_i1_o23_n4_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m2x3,F_sc_d2 |p_aty3_i1_o23_n5_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0017% c:0.534940995072097*sqrt(95) o:5.2138729  
         -_T_m3x2,F_sc_d2 |p_aty3_i1_o23_n6_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0028% c:1.10533907467671*sqrt(2) o:1.5632293  
         -_T_t2x2x2,F_sc_d2 |p_aty3_i1_o23_n7_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0033% c:0.336280558924115*sqrt(19) o:1.4658611  
         -_T_t3x3x3,F_sc_d2 |p_aty3_i1_o23_n8_fty10  
         -Results: x0: Z-0 B  max diff: 0.6231 sumdiff: 0.3115 0.0556% c:70.1547614036565*sqrt(255) o:1120.9048  
         -_F_sc_d2,F_sc_d2 |p_aty3_i1_o23_n10_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:0.835377654476428 o:0.83538055  
         -_F_v2_d2,F_sc_d2 |p_aty3_i1_o23_n11_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:4.52947429450566 o:4.5294828  
         -_F_v3_d2,F_sc_d2 |p_aty3_i1_o23_n12_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:2.14603654692994 o:2.1460409  
         -_F_m2x2_d2,F_sc_d2 |p_aty3_i1_o23_n13_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:1.82901444454108 o:1.8290122  
         -_F_m3x3_d2,F_sc_d2 |p_aty3_i1_o23_n14_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:2.10089155690808 o:2.1008871  
         -_T_sc,F_sc_d3 |p_aty3_i1_o23_n0_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0021% c:1.41197609352100 o:1.4119461  
         -_T_v2,F_sc_d3 |p_aty3_i1_o23_n1_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0021% c:0.328515921113472*sqrt(5) o:0.73459935  
         -_T_v3,F_sc_d3 |p_aty3_i1_o23_n2_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0018% c:0.317255295977071*sqrt(21) o:1.453872  
         -_T_m2x2,F_sc_d3 |p_aty3_i1_o23_n3_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0018% c:0.189198993626507*sqrt(67) o:1.548632  
         -_T_m3x3,F_sc_d3 |p_aty3_i1_o23_n4_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0027% c:0.384491330356864*sqrt(30) o:2.106003  
         -_T_m2x3,F_sc_d3 |p_aty3_i1_o23_n5_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x2,F_sc_d3 |p_aty3_i1_o23_n6_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0015% c:0.351684155577429*sqrt(89) o:3.3178313  
         -_T_t2x2x2,F_sc_d3 |p_aty3_i1_o23_n7_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0023% c:0.206133642753234*sqrt(93) o:1.9879265  
         -_T_t3x3x3,F_sc_d3 |p_aty3_i1_o23_n8_fty15  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0031% c:0.68990387429131*sqrt(291) o:11.769241  
         -_F_sc_d3,F_sc_d3 |p_aty3_i1_o23_n15_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0004% c:2.83367545236887 o:2.8336875  
         -_F_v2_d3,F_sc_d3 |p_aty3_i1_o23_n16_fty15  
         -Results: x0: X-0 A max diff: 0.0028 sumdiff: 0.0004 0.0076% c:37.1602964864237 o:37.163136  
         -_F_v3_d3,F_sc_d3 |p_aty3_i1_o23_n17_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:1.50844005104024 o:1.5084442  
         -_F_m2x2_d3,F_sc_d3 |p_aty3_i1_o23_n18_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:2.04879146338692 o:2.0487878  
         -_F_m3x3_d3,F_sc_d3 |p_aty3_i1_o23_n19_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:2.28349820813059 o:2.2834928  
 CHECK:cmd: 2 0 - division_norm |1_23- vis15 A:57|58 B:1|58 ran: 58|400 cumulative: 1176  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1176modulate_norm |1_24  
 PASS:cmd: 2 0 - modulate_norm |1_24- vis15 ran: 0|400 cumulative: 1176  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1176op_doubledot_norm |1_25  
 PASS:cmd: 2 0 - op_doubledot_norm |1_25- vis15 ran: 0|400 cumulative: 1176  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1176  
   
 normalize |2neg_normalize |2_0  
         -_T_v2 |p_aty3_i2_o0_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-5*sqrt(34)/34 o:-0.85749298  
         -_T_v3 |p_aty3_i2_o0_n2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-sqrt(2)/2 o:-0.70710683  
         -_T_m2x2 |p_aty3_i2_o0_n3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-4*sqrt(67)/67 o:-0.4886778  
         -_T_m3x3 |p_aty3_i2_o0_n4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-5*sqrt(83)/83 o:-0.54882133  
         -_T_m2x3 |p_aty3_i2_o0_n5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-sqrt(10)/6 o:-0.52704626  
         -_T_m3x2 |p_aty3_i2_o0_n6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-4*sqrt(37)/37 o:-0.65759593  
         -_T_t2x2x2 |p_aty3_i2_o0_n7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-5*sqrt(93)/93 o:-0.51847583  
         -_T_t3x3x3 |p_aty3_i2_o0_n8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-sqrt(310)/62 o:-0.28398091  
         -_F_v2_d2 |p_aty3_i2_o0_n11  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:-0.519957259457626 o:-0.51995599  
         -_F_v3_d2 |p_aty3_i2_o0_n12  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0009% c:-0.191160217729842 o:-0.19115856  
         -_F_m2x2_d2 |p_aty3_i2_o0_n13  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.001% c:-0.248863862057618 o:-0.24886131  
         -_F_m3x3_d2 |p_aty3_i2_o0_n14  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0009% c:-0.142991819662530 o:-0.14299059  
         -_F_v2_d3 |p_aty3_i2_o0_n16  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0004% c:-0.449029364921000 o:-0.44902778  
         -_F_v3_d3 |p_aty3_i2_o0_n17  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:-0.512130529188515 o:-0.51212943  
         -_F_m2x2_d3 |p_aty3_i2_o0_n18  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0057% c:0.172044161757599 o:0.17205402  
         -_F_m3x3_d3 |p_aty3_i2_o0_n19  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0105% c:0.0195755615987923 o:0.019577622  
 PASS:cmd: 2 0 - neg_normalize |2_0- vis15 A:16|16 ran: 16|20 cumulative: 1192  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1192norm_normalize |2_1  
         -_T_v2 |p_aty3_i2_o1_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_v3 |p_aty3_i2_o1_n2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:1 o:0.99999994  
         -_T_m2x2 |p_aty3_i2_o1_n3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3 |p_aty3_i2_o1_n4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:1 o:1.0000001  
         -_T_m2x3 |p_aty3_i2_o1_n5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x2 |p_aty3_i2_o1_n6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t2x2x2 |p_aty3_i2_o1_n7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t3x3x3 |p_aty3_i2_o1_n8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:1 o:0.99999994  
         -_F_v2_d2 |p_aty3_i2_o1_n11  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:1.00000000000000 o:0.99999988  
         -_F_v3_d2 |p_aty3_i2_o1_n12  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:1.00000000000000 o:0.99999994  
         -_F_m2x2_d2 |p_aty3_i2_o1_n13  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:1.00000000000000 o:0.99999994  
         -_F_m3x3_d2 |p_aty3_i2_o1_n14  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:1.00000000000000 o:1.0  
         -_F_v2_d3 |p_aty3_i2_o1_n16  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:1.00000000000000 o:0.99999994  
         -_F_v3_d3 |p_aty3_i2_o1_n17  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:1.00000000000000 o:0.99999994  
         -_F_m2x2_d3 |p_aty3_i2_o1_n18  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:1.00000000000000 o:0.99999994  
         -_F_m3x3_d3 |p_aty3_i2_o1_n19  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:1.00000000000000 o:0.99999994  
 PASS:cmd: 2 0 - norm_normalize |2_1- vis15 A:16|16 ran: 16|20 cumulative: 1208  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1208normalize_normalize |2_2  
         -_T_v2 |p_aty3_i2_o2_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:3*sqrt(13)/13 o:0.83205032  
         -_T_v3 |p_aty3_i2_o2_n2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(35)/7 o:0.84515435  
         -_T_m2x2 |p_aty3_i2_o2_n3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(30)/10 o:0.54772264  
         -_T_m3x3 |p_aty3_i2_o2_n4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(93)/93 o:0.51847583  
         -_T_m2x3 |p_aty3_i2_o2_n5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(39)/39 o:0.80064082  
         -_T_m3x2 |p_aty3_i2_o2_n6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t2x2x2 |p_aty3_i2_o2_n7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:4*sqrt(71)/71 o:0.47471264  
         -_T_t3x3x3 |p_aty3_i2_o2_n8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(43)/129 o:0.25416428  
         -_F_v2_d2 |p_aty3_i2_o2_n11  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:0.679151277587154 o:0.67915189  
         -_F_v3_d2 |p_aty3_i2_o2_n12  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:0.329365604774192 o:0.32936451  
         -_F_m2x2_d2 |p_aty3_i2_o2_n13  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0012% c:0.171062496451314 o:0.1710605  
         -_F_m3x3_d2 |p_aty3_i2_o2_n14  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0011% c:0.0922524661612436 o:0.092251472  
         -_F_v2_d3 |p_aty3_i2_o2_n16  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0007% c:0.288063431375593 o:0.28806135  
         -_F_v3_d3 |p_aty3_i2_o2_n17  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0007% c:0.363520305616113 o:0.36351794  
         -_F_m2x2_d3 |p_aty3_i2_o2_n18  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0006% c:0.347789029002049 o:0.34778708  
         -_F_m3x3_d3 |p_aty3_i2_o2_n19  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0009% c:0.198128380846665 o:0.19812669  
 PASS:cmd: 2 0 - normalize_normalize |2_2- vis15 A:16|16 ran: 16|20 cumulative: 1224  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1224trace_normalize |2_3  
         -_T_m2x2 |p_aty3_i2_o3_n3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(6)/18 o:0.68041384  
         -_T_m3x3 |p_aty3_i2_o3_n4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:11*sqrt(106)/106 o:1.0684144  
         -_F_m2x2_d2 |p_aty3_i2_o3_n13  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:0.447954247443319 o:0.44795269  
         -_F_m3x3_d2 |p_aty3_i2_o3_n14  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:1.10273865172922 o:1.1027396  
         -_F_m2x2_d3 |p_aty3_i2_o3_n18  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:0.975128367891927 o:0.97512764  
         -_F_m3x3_d3 |p_aty3_i2_o3_n19  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:0.697991253349359 o:0.6979903  
 PASS:cmd: 2 0 - trace_normalize |2_3- vis15 A:6|6 ran: 6|20 cumulative: 1230  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1230transpose_normalize |2_4  
         -_T_m2x2 |p_aty3_i2_o4_n3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(91)/91 o:0.52414238  
         -_T_m3x3 |p_aty3_i2_o4_n4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:4*sqrt(83)/83 o:0.43905705  
         -_F_m2x2_d2 |p_aty3_i2_o4_n13  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:0.629083953538298 o:0.62908542  
         -_F_m3x3_d2 |p_aty3_i2_o4_n14  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0005% c:0.195467447723825 o:0.19546652  
         -_F_m2x2_d3 |p_aty3_i2_o4_n18  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0012% c:0.191715617337657 o:0.19171332  
         -_F_m3x3_d3 |p_aty3_i2_o4_n19  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:0.431369198242376 o:0.43136987  
 PASS:cmd: 2 0 - transpose_normalize |2_4- vis15 A:6|6 ran: 6|20 cumulative: 1236  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1236det_normalize |2_5  
         -_T_m2x2 |p_aty3_i2_o5_n3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-1/7 o:-0.14285713  
         -_T_m3x3 |p_aty3_i2_o5_n4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:6*sqrt(95)/1805 o:0.032399312  
         -_F_m2x2_d2 |p_aty3_i2_o5_n13  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0007% c:-0.115292883017114 o:-0.1152937  
         -_F_m3x3_d2 |p_aty3_i2_o5_n14  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.001% c:-0.0153337444064999 o:-0.015333902  
         -_F_m2x2_d3 |p_aty3_i2_o5_n18  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0005% c:0.280088487153773 o:0.28008988  
         -_F_m3x3_d3 |p_aty3_i2_o5_n19  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0033% c:0.00252565501168167 o:0.0025257377  
 PASS:cmd: 2 0 - det_normalize |2_5- vis15 A:6|6 ran: 6|20 cumulative: 1242  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1242probe_normalize |2_6  
         -_T_v2 |p_aty3_i2_o6_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(26)/26 o:0.98058069  
         -_T_v3 |p_aty3_i2_o6_n2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:3*sqrt(41)/41 o:0.4685213  
         -_T_m2x2 |p_aty3_i2_o6_n3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(59)/59 o:0.65094459  
         -_T_m3x3 |p_aty3_i2_o6_n4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(15)/9 o:0.4303315  
         -_T_m2x3 |p_aty3_i2_o6_n5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:4*sqrt(57)/57 o:0.52981293  
         -_T_m3x2 |p_aty3_i2_o6_n6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(71)/71 o:0.59339088  
         -_T_t2x2x2 |p_aty3_i2_o6_n7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(113)/113 o:0.47036046  
         -_T_t3x3x3 |p_aty3_i2_o6_n8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(335)/67 o:0.27317917  
         -_F_v2_d2 |p_aty3_i2_o6_n11  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.696721500380940 o:0.69672173  
         -_F_v3_d2 |p_aty3_i2_o6_n12  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0005% c:0.335932926753549 o:0.3359313  
         -_F_m2x2_d2 |p_aty3_i2_o6_n13  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:0.527025486878959 o:0.52702594  
         -_F_m3x3_d2 |p_aty3_i2_o6_n14  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:0.407877617426513 o:0.4078784  
         -_F_v2_d3 |p_aty3_i2_o6_n16  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:0.592916316499986 o:0.59291589  
         -_F_v3_d3 |p_aty3_i2_o6_n17  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0005% c:0.398780153767446 o:0.39877835  
         -_F_m2x2_d3 |p_aty3_i2_o6_n18  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.001% c:0.215324914542227 o:0.21532275  
         -_F_m3x3_d3 |p_aty3_i2_o6_n19  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0053% c:0.0289104642284423 o:0.028908931  
 PASS:cmd: 2 0 - probe_normalize |2_6- vis15 A:16|16 ran: 16|20 cumulative: 1258  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1258grad_normalize |2_7  
 PASS:cmd: 2 0 - grad_normalize |2_7- vis15 ran: 0|20 cumulative: 1258  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1258div_normalize |2_8  
         -_F_v2_d2 |p_aty3_i2_o8_n11  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0036% c:-0.379498719236248 o:-0.37951255  
         -_F_v3_d3 |p_aty3_i2_o8_n17  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0922% c:0.0215084445080886 o:0.021528304  
 PASS:cmd: 2 0 - div_normalize |2_8- vis15 A:2|2 ran: 2|20 cumulative: 1260  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1260curl_normalize |2_9  
         -_F_v2_d2 |p_aty3_i2_o9_n11  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0036% c:0.393467615989892 o:0.3934533  
         -_F_v3_d3 |p_aty3_i2_o9_n17  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0052% c:-0.656594273713095 o:-0.65662855  
 PASS:cmd: 2 0 - curl_normalize |2_9- vis15 A:2|2 ran: 2|20 cumulative: 1262  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1262jacob_normalize |2_10  
         -_F_v2_d2 |p_aty3_i2_o10_n11  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0041% c:0.597946771187918 o:0.59797144  
         -_F_v3_d3 |p_aty3_i2_o10_n17  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0066% c:1.02236195545004 o:1.0224299  
 PASS:cmd: 2 0 - jacob_normalize |2_10- vis15 A:2|2 ran: 2|20 cumulative: 1264  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1264slicem0_normalize |2_11  
         -_T_m2x2 |p_aty3_i2_o11_n3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(10)/5 o:0.63245553  
         -_T_m3x3 |p_aty3_i2_o11_n4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(102)/34 o:0.29704428  
         -_T_m2x3 |p_aty3_i2_o11_n5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(3)/12 o:0.72168779  
         -_T_m3x2 |p_aty3_i2_o11_n6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(13)/26 o:0.69337523  
         -_F_m2x2_d2 |p_aty3_i2_o11_n13  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0004% c:0.401268278728638 o:0.4012666  
         -_F_m3x3_d2 |p_aty3_i2_o11_n14  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:0.344917542605305 o:0.34491676  
         -_F_m2x2_d3 |p_aty3_i2_o11_n18  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:0.828679600798368 o:0.82868069  
         -_F_m3x3_d3 |p_aty3_i2_o11_n19  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0018% c:0.106934949579827 o:0.10693306  
 PASS:cmd: 2 0 - slicem0_normalize |2_11- vis15 A:8|8 ran: 8|20 cumulative: 1272  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1272slicem1_normalize |2_12  
         -_T_m2x2 |p_aty3_i2_o12_n3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:4*sqrt(35)/35 o:0.67612338  
         -_T_m3x3 |p_aty3_i2_o12_n4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(78)/78 o:0.56613857  
         -_T_m2x3 |p_aty3_i2_o12_n5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5/9 o:0.55555558  
         -_T_m3x2 |p_aty3_i2_o12_n6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:2*sqrt(82)/41 o:0.44172609  
         -_F_m2x2_d2 |p_aty3_i2_o12_n13  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0012% c:0.107041152077880 o:0.10703982  
         -_F_m3x3_d2 |p_aty3_i2_o12_n14  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0004% c:0.203367775873983 o:0.20336698  
         -_F_m2x2_d3 |p_aty3_i2_o12_n18  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:0.417159654010913 o:0.41715887  
         -_F_m3x3_d3 |p_aty3_i2_o12_n19  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.001% c:0.143392668526436 o:0.14339122  
 PASS:cmd: 2 0 - slicem1_normalize |2_12- vis15 A:8|8 ran: 8|20 cumulative: 1280  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1280slicev0_normalize |2_13  
         -_T_v2 |p_aty3_i2_o13_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:4*sqrt(41)/41 o:0.62469506  
         -_T_v3 |p_aty3_i2_o13_n2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:3*sqrt(38)/38 o:0.48666424  
         -_F_v2_d2 |p_aty3_i2_o13_n11  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:0.818985803229869 o:0.81898624  
         -_F_v3_d2 |p_aty3_i2_o13_n12  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:0.463011654797174 o:0.46301109  
         -_F_v2_d3 |p_aty3_i2_o13_n16  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.702509529490459 o:0.70250934  
         -_F_v3_d3 |p_aty3_i2_o13_n17  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:0.369191646808365 o:0.36919114  
 PASS:cmd: 2 0 - slicev0_normalize |2_13- vis15 A:6|6 ran: 6|20 cumulative: 1286  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1286slicev1_normalize |2_14  
         -_T_v2 |p_aty3_i2_o14_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(17)/17 o:0.24253564  
         -_T_v3 |p_aty3_i2_o14_n2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:2*sqrt(21)/21 o:0.43643576  
         -_F_v2_d2 |p_aty3_i2_o14_n11  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:0.899670975284687 o:0.89967197  
         -_F_v3_d2 |p_aty3_i2_o14_n12  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:0.411322733168303 o:0.41132185  
         -_F_v2_d3 |p_aty3_i2_o14_n16  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:0.828639003885650 o:0.82863963  
         -_F_v3_d3 |p_aty3_i2_o14_n17  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0005% c:0.312605721245033 o:0.31260416  
 PASS:cmd: 2 0 - slicev1_normalize |2_14- vis15 A:6|6 ran: 6|20 cumulative: 1292  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1292slicet0_normalize |2_15  
         -_T_t2x2x2 |p_aty3_i2_o15_n7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(82)/41 o:0.22086304  
         -_T_t3x3x3 |p_aty3_i2_o15_n8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(303)/101 o:0.17234549  
 PASS:cmd: 2 0 - slicet0_normalize |2_15- vis15 A:2|2 ran: 2|20 cumulative: 1294  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1294slicet1_normalize |2_16  
         -_T_t2x2x2 |p_aty3_i2_o16_n7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(74)/37 o:0.23249528  
         -_T_t3x3x3 |p_aty3_i2_o16_n8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:3*sqrt(263)/263 o:0.1849879  
 PASS:cmd: 2 0 - slicet1_normalize |2_16- vis15 A:2|2 ran: 2|20 cumulative: 1296  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1296addition_normalize |2_17  
         -_T_v2,T_v2 |p_aty3_i2_o17_n1_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:29/5 o:5.8000002  
         -_F_v2_d2,T_v2 |p_aty3_i2_o17_n11_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:3.75138015045110 o:3.7513795  
         -_F_v2_d3,T_v2 |p_aty3_i2_o17_n16_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:3.64380175349995 o:3.6438007  
         -_T_v3,T_v3 |p_aty3_i2_o17_n2_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:4*sqrt(41)/41 + 5 o:5.6246948  
         -_F_v3_d2,T_v3 |p_aty3_i2_o17_n12_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:3.43510933700056 o:3.4351072  
         -_F_v3_d3,T_v3 |p_aty3_i2_o17_n17_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:1.33652896215742 o:1.3365269  
         -_T_m2x2,T_m2x2 |p_aty3_i2_o17_n3_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(3)/3 + 5 o:5.5773501  
         -_F_m2x2_d2,T_m2x2 |p_aty3_i2_o17_n13_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:2.97803510782676 o:2.9780321  
         -_F_m2x2_d3,T_m2x2 |p_aty3_i2_o17_n18_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:3.12718834348497 o:3.1271863  
         -_T_m3x3,T_m3x3 |p_aty3_i2_o17_n4_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(94)/47 + 4 o:4.206284  
         -_F_m3x3_d2,T_m3x3 |p_aty3_i2_o17_n14_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:4.12345041868235 o:4.1234493  
         -_F_m3x3_d3,T_m3x3 |p_aty3_i2_o17_n19_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:1.99136521144754 o:1.9913639  
         -_T_m2x3,T_m2x3 |p_aty3_i2_o17_n5_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:4*sqrt(77)/77 + 5 o:5.4558425  
         -_T_m3x2,T_m3x2 |p_aty3_i2_o17_n6_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(53)/53 + 4 o:4.6868029  
         -_T_t2x2x2,T_t2x2x2 |p_aty3_i2_o17_n7_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(6)/24 + 4 o:4.5103102  
         -_T_t3x3x3,T_t3x3x3 |p_aty3_i2_o17_n8_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(38)/114 + 5 o:5.2703691  
         -_T_v2,F_v2_d2 |p_aty3_i2_o17_n1_fty11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0015% c:sqrt(5)/5 + 3.95008752 o:4.3972344  
         -_F_v2_d2,F_v2_d2 |p_aty3_i2_o17_n11_fty11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0016% c:5.13897223100953 o:5.1388884  
         -_T_v3,F_v3_d2 |p_aty3_i2_o17_n2_fty12  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0015% c:sqrt(35)/7 + 5.93625072 o:6.781301  
         -_F_v3_d2,F_v3_d2 |p_aty3_i2_o17_n12_fty12  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0014% c:7.41397554263170 o:7.4140778  
         -_T_m2x2,F_m2x2_d2 |p_aty3_i2_o17_n3_fty13  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0017% c:sqrt(51)/51 + 7.00547584 o:7.145627  
         -_F_m2x2_d2,F_m2x2_d2 |p_aty3_i2_o17_n13_fty13  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0022% c:6.84602632580880 o:6.8458781  
         -_T_m3x3,F_m3x3_d2 |p_aty3_i2_o17_n4_fty14  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0018% c:sqrt(115)/115 + 8.28701936 o:8.3801193  
         -_F_m3x3_d2,F_m3x3_d2 |p_aty3_i2_o17_n14_fty14  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0019% c:8.65500253867292 o:8.6548357  
         -_T_v2,F_v2_d3 |p_aty3_i2_o17_n1_fty16  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.002% c:2*sqrt(5)/5 + 3.38027104 o:4.274611  
         -_F_v2_d3,F_v2_d3 |p_aty3_i2_o17_n16_fty16  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0024% c:3.74467426934489 o:3.7445834  
         -_T_v3,F_v3_d3 |p_aty3_i2_o17_n2_fty17  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0036% c:5*sqrt(38)/38 + 4.24042750202 o:5.0513535  
         -_F_v3_d3,F_v3_d3 |p_aty3_i2_o17_n17_fty17  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0043% c:2.85683364836899 o:2.8567097  
         -_T_m2x2,F_m2x2_d3 |p_aty3_i2_o17_n3_fty18  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0026% c:sqrt(15)/5 + 5.52335615592 o:6.2981181  
         -_F_m2x2_d3,F_m2x2_d3 |p_aty3_i2_o17_n18_fty18  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0025% c:6.52654235920725 o:6.5263805  
         -_T_m3x3,F_m3x3_d3 |p_aty3_i2_o17_n4_fty19  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0031% c:sqrt(2)/7 + 5.7933602436 o:5.9952064  
         -_F_m3x3_d3,F_m3x3_d3 |p_aty3_i2_o17_n19_fty19  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.002% c:9.56505812607271 o:9.5652514  
 PASS:cmd: 2 0 - addition_normalize |2_17- vis15 A:32|32 ran: 32|400 cumulative: 1328  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1328subtraction_normalize |2_18  
         -_T_v2,T_v2 |p_aty3_i2_o18_n1_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-5 + sqrt(2)/2 o:-4.2928934  
         -_F_v2_d2,T_v2 |p_aty3_i2_o18_n11_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-2.54036230213553 o:-2.5403633  
         -_F_v2_d3,T_v2 |p_aty3_i2_o18_n16_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-4.26051075988371 o:-4.26051  
         -_T_v3,T_v3 |p_aty3_i2_o18_n2_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-4 + 5*sqrt(66)/66 o:-3.3845425  
         -_F_v3_d2,T_v3 |p_aty3_i2_o18_n12_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:-1.54538821851654 o:-1.5453898  
         -_F_v3_d3,T_v3 |p_aty3_i2_o18_n17_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-3.50245729704974 o:-3.5024583  
         -_T_m2x2,T_m2x2 |p_aty3_i2_o18_n3_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-4 + 3*sqrt(31)/31 o:-3.461184  
         -_F_m2x2_d2,T_m2x2 |p_aty3_i2_o18_n13_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-2.52229987020100 o:-2.5222988  
         -_F_m2x2_d3,T_m2x2 |p_aty3_i2_o18_n18_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:-1.99045906854157 o:-1.9904621  
         -_T_m3x3,T_m3x3 |p_aty3_i2_o18_n4_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-2 + 5*sqrt(53)/53 o:-1.3131971  
         -_F_m3x3_d2,T_m3x3 |p_aty3_i2_o18_n14_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-4.59153803019610 o:-4.591537  
         -_F_m3x3_d3,T_m3x3 |p_aty3_i2_o18_n19_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:-0.953916997242165 o:-0.95391834  
         -_T_m2x3,T_m2x3 |p_aty3_i2_o18_n5_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-5 + 5*sqrt(83)/83 o:-4.4511786  
         -_T_m3x2,T_m3x2 |p_aty3_i2_o18_n6_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-3 + 5*sqrt(17)/34 o:-2.393661  
         -_T_t2x2x2,T_t2x2x2 |p_aty3_i2_o18_n7_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-5 + 5*sqrt(43)/43 o:-4.2375069  
         -_T_t3x3x3,T_t3x3x3 |p_aty3_i2_o18_n8_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-5 + sqrt(2)/6 o:-4.7642975  
         -_T_v2,F_v2_d2 |p_aty3_i2_o18_n1_fty11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0029% c:-3.109125 + sqrt(2)/2 o:-2.4019477  
         -_F_v2_d2,F_v2_d2 |p_aty3_i2_o18_n11_fty11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.003% c:-4.05381287799761 o:-4.0536914  
         -_T_v3,F_v3_d2 |p_aty3_i2_o18_n2_fty12  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.003% c:-4.51978461 + 2*sqrt(21)/21 o:-4.0832243  
         -_F_v3_d2,F_v3_d2 |p_aty3_i2_o18_n12_fty12  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.003% c:-5.31377735834355 o:-5.3136172  
         -_T_m2x2,F_m2x2_d2 |p_aty3_i2_o18_n3_fty13  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0025% c:-4.25478912 + 2*sqrt(37)/37 o:-3.9258916  
         -_F_m2x2_d2,F_m2x2_d2 |p_aty3_i2_o18_n13_fty13  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0016% c:-5.04721580178711 o:-5.0471339  
         -_T_m3x3,F_m3x3_d2 |p_aty3_i2_o18_n4_fty14  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0023% c:-8.7896 + 4*sqrt(107)/107 o:-8.4027138  
         -_F_m3x3_d2,F_m3x3_d2 |p_aty3_i2_o18_n14_fty14  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0029% c:-6.30496291565196 o:-6.3047819  
         -_T_v2,F_v2_d3 |p_aty3_i2_o18_n1_fty16  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0013% c:-4.193685781164 + sqrt(26)/26 o:-3.9975188  
         -_F_v2_d3,F_v2_d3 |p_aty3_i2_o18_n16_fty16  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0015% c:-5.25692461693977 o:-5.2568479  
         -_T_v3,F_v3_d3 |p_aty3_i2_o18_n2_fty17  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.002% c:-6.6654624825 + 3*sqrt(17)/17 o:-5.9379759  
         -_F_v3_d3,F_v3_d3 |p_aty3_i2_o18_n17_fty17  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0015% c:-3.94714801148100 o:-3.947089  
         -_T_m2x2,F_m2x2_d3 |p_aty3_i2_o18_n3_fty18  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0015% c:-9.17358001737143 o:-9.17344  
         -_F_m2x2_d3,F_m2x2_d3 |p_aty3_i2_o18_n18_fty18  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0011% c:-7.93501796474782 o:-7.9349332  
         -_T_m3x3,F_m3x3_d3 |p_aty3_i2_o18_n4_fty19  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0015% c:-7.013178407487 + 4*sqrt(103)/103 o:-6.6191454  
         -_F_m3x3_d3,F_m3x3_d3 |p_aty3_i2_o18_n19_fty19  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0037% c:-5.40581875914321 o:-5.4056211  
 PASS:cmd: 2 0 - subtraction_normalize |2_18- vis15 A:32|32 ran: 32|400 cumulative: 1360  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1360cross product_normalize |2_19  
         -_T_v2,T_v2 |p_aty3_i2_o19_n1_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:4*sqrt(5)/5 o:1.7888544  
         -_F_v2_d2,T_v2 |p_aty3_i2_o19_n11_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0004% c:3.33427924869228 o:3.3342931  
         -_T_v3,T_v3 |p_aty3_i2_o19_n2_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:-13*sqrt(34)/34 o:-2.2294817  
         -_F_v3_d3,T_v3 |p_aty3_i2_o19_n17_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:-2.57536565851063 o:-2.5753741  
         -_T_v2,F_v2_d2 |p_aty3_i2_o19_n1_fty11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0016% c:0.641705026206897*sqrt(29) o:3.4556317  
         -_F_v2_d2,F_v2_d2 |p_aty3_i2_o19_n11_fty11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0023% c:-2.56063719369922 o:-2.5605772  
         -_T_v3,F_v3_d3 |p_aty3_i2_o19_n2_fty17  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0021% c:-2.52489934091245*sqrt(3) o:-4.3731623  
         -_F_v3_d3,F_v3_d3 |p_aty3_i2_o19_n17_fty17  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0018% c:2.96586764298710 o:2.9659224  
 PASS:cmd: 2 0 - cross product_normalize |2_19- vis15 A:8|8 ran: 8|400 cumulative: 1368  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1368outer product_normalize |2_20  
         -_T_v2,T_v2 |p_aty3_i2_o20_n1_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:16*sqrt(17)/17 o:3.8805702  
         -_T_v3,T_v2 |p_aty3_i2_o20_n2_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:10*sqrt(17)/17 o:2.4253564  
         -_T_m2x2,T_v2 |p_aty3_i2_o20_n3_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:25/6 o:4.166667  
         -_F_v2_d2,T_v2 |p_aty3_i2_o20_n11_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:2.32826017379023 o:2.3282568  
         -_F_v3_d2,T_v2 |p_aty3_i2_o20_n12_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:2.15484217212721 o:2.1548388  
         -_F_m2x2_d2,T_v2 |p_aty3_i2_o20_n13_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0014% c:0.514674549877686 o:0.51466721  
         -_F_v2_d3,T_v2 |p_aty3_i2_o20_n16_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:3.14193588101712 o:3.1419392  
         -_F_v3_d3,T_v2 |p_aty3_i2_o20_n17_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0012% c:-1.60665513028561 o:-1.6066748  
         -_F_m2x2_d3,T_v2 |p_aty3_i2_o20_n18_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0215% c:-0.0754327382097860 o:-0.075448953  
         -_T_v2,T_v3 |p_aty3_i2_o20_n1_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:15*sqrt(26)/26 o:2.9417419  
         -_T_v3,T_v3 |p_aty3_i2_o20_n2_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:15*sqrt(22)/22 o:3.1980109  
         -_T_m3x3,T_v3 |p_aty3_i2_o20_n4_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:15*sqrt(139)/139 o:1.2722833  
         -_F_v2_d2,T_v3 |p_aty3_i2_o20_n11_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:-1.95532164930136 o:-1.9553243  
         -_F_v3_d2,T_v3 |p_aty3_i2_o20_n12_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0015% c:-0.647399274826486 o:-0.64740902  
         -_F_m3x3_d2,T_v3 |p_aty3_i2_o20_n14_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:2.17075655017459 o:2.1707599  
         -_F_v2_d3,T_v3 |p_aty3_i2_o20_n16_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0008% c:1.02083207881174 o:1.0208242  
         -_F_v3_d3,T_v3 |p_aty3_i2_o20_n17_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0008% c:0.550093078879634 o:0.55008852  
         -_F_m3x3_d3,T_v3 |p_aty3_i2_o20_n19_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.002% c:0.349562519768170 o:0.34955555  
         -_T_v2,T_m2x2 |p_aty3_i2_o20_n1_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:12/5 o:2.4000001  
         -_F_v2_d2,T_m2x2 |p_aty3_i2_o20_n11_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:1.30033007688081 o:1.300326  
         -_F_v2_d3,T_m2x2 |p_aty3_i2_o20_n16_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0004% c:2.03983804718207 o:2.03983  
         -_T_v3,T_m3x3 |p_aty3_i2_o20_n2_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:25*sqrt(38)/38 o:4.0555353  
         -_F_v3_d2,T_m3x3 |p_aty3_i2_o20_n12_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0018% c:0.700848964708914 o:0.70083666  
         -_F_v3_d3,T_m3x3 |p_aty3_i2_o20_n17_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0004% c:1.45201995520648 o:1.4520135  
         -_T_v2,F_v2_d2 |p_aty3_i2_o20_n1_fty11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0011% c:3.62690264*sqrt(2) o:5.129159  
         -_T_v3,F_v2_d2 |p_aty3_i2_o20_n2_fty11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0025% c:0.914400666666667*sqrt(30) o:5.0082555  
         -_T_m2x2,F_v2_d2 |p_aty3_i2_o20_n3_fty11  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0024% c:0.264726413559322*sqrt(59) o:2.033354  
         -_F_v2_d2,F_v2_d2 |p_aty3_i2_o20_n11_fty11  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0014% c:3.40215260850986 o:3.4021056  
         -_F_v3_d2,F_v2_d2 |p_aty3_i2_o20_n12_fty11  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0013% c:3.26152800925537 o:3.2614851  
         -_F_m2x2_d2,F_v2_d2 |p_aty3_i2_o20_n13_fty11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0019% c:2.82441454413725 o:2.8244686  
         -_T_v2,F_v3_d2 |p_aty3_i2_o20_n1_fty12  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0017% c:1.91224297600000 o:1.9122099  
         -_T_v3,F_v3_d2 |p_aty3_i2_o20_n2_fty12  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0019% c:0.650539938333333*sqrt(30) o:3.5630867  
         -_T_m3x3,F_v3_d2 |p_aty3_i2_o20_n4_fty12  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0019% c:0.307949175862069*sqrt(58) o:2.3452256  
         -_F_v2_d2,F_v3_d2 |p_aty3_i2_o20_n11_fty12  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0027% c:4.40933282327906 o:4.409214  
         -_F_v3_d2,F_v3_d2 |p_aty3_i2_o20_n12_fty12  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0025% c:3.38098035935444 o:3.3810656  
         -_F_m3x3_d2,F_v3_d2 |p_aty3_i2_o20_n14_fty12  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0024% c:2.44554155849584 o:2.4454832  
         -_T_v2,F_m2x2_d2 |p_aty3_i2_o20_n1_fty13  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0026% c:1.24412720192308*sqrt(26) o:6.3436627  
         -_F_v2_d2,F_m2x2_d2 |p_aty3_i2_o20_n11_fty13  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0019% c:5.70981455233289 o:5.7097087  
         -_T_v3,F_m3x3_d2 |p_aty3_i2_o20_n2_fty14  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.002% c:0.769306105263158*sqrt(19) o:3.3533933  
         -_F_v3_d2,F_m3x3_d2 |p_aty3_i2_o20_n12_fty14  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0017% c:5.42407662777765 o:5.4239855  
         -_T_v2,F_v2_d3 |p_aty3_i2_o20_n1_fty16  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0027% c:2.23925230688*sqrt(5) o:5.0069861  
         -_T_v3,F_v2_d3 |p_aty3_i2_o20_n2_fty16  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0033% c:0.757034880038167*sqrt(30) o:4.1463151  
         -_T_m2x2,F_v2_d3 |p_aty3_i2_o20_n3_fty16  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0027% c:0.498068209409524*sqrt(42) o:3.227937  
         -_F_v2_d3,F_v2_d3 |p_aty3_i2_o20_n16_fty16  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0028% c:2.48971928512755 o:2.4896495  
         -_F_v3_d3,F_v2_d3 |p_aty3_i2_o20_n17_fty16  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0023% c:4.57837460495955 o:4.5784807  
         -_F_m2x2_d3,F_v2_d3 |p_aty3_i2_o20_n18_fty16  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0024% c:3.62700208656080 o:3.6269143  
         -_T_v2,F_v3_d3 |p_aty3_i2_o20_n1_fty17  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0022% c:1.51564715713603*sqrt(34) o:8.837471  
         -_T_v3,F_v3_d3 |p_aty3_i2_o20_n2_fty17  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0021% c:1.05554885134629*sqrt(14) o:3.9494188  
         -_T_m3x3,F_v3_d3 |p_aty3_i2_o20_n4_fty17  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0016% c:0.355841634642857*sqrt(105) o:3.646235  
         -_F_v2_d3,F_v3_d3 |p_aty3_i2_o20_n16_fty17  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0042% c:4.35737183797111 o:4.3571906  
         -_F_v3_d3,F_v3_d3 |p_aty3_i2_o20_n17_fty17  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0012% c:5.51806505921486 o:5.5181308  
         -_F_m3x3_d3,F_v3_d3 |p_aty3_i2_o20_n19_fty17  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0025% c:2.45653387441326 o:2.4564722  
         -_T_v2,F_m2x2_d3 |p_aty3_i2_o20_n1_fty18  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0025% c:0.846727197096585*sqrt(41) o:5.421833  
         -_F_v2_d3,F_m2x2_d3 |p_aty3_i2_o20_n16_fty18  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0021% c:6.02246198607816 o:6.0223346  
         -_T_v3,F_m3x3_d3 |p_aty3_i2_o20_n2_fty19  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0021% c:0.867935194914286*sqrt(21) o:3.9772961  
         -_F_v3_d3,F_m3x3_d3 |p_aty3_i2_o20_n17_fty19  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0024% c:5.65624128883560 o:5.6561055  
 PASS:cmd: 2 0 - outer product_normalize |2_20- vis15 A:56|56 ran: 56|400 cumulative: 1424  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1424inner product_normalize |2_21  
         -_T_v2,T_v2 |p_aty3_i2_o21_n1_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:33*sqrt(41)/41 o:5.1537342  
         -_T_m2x2,T_v2 |p_aty3_i2_o21_n3_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:2*sqrt(2) o:2.8284273  
         -_T_m3x2,T_v2 |p_aty3_i2_o21_n6_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:19*sqrt(5)/20 o:2.1242645  
         -_T_t2x2x2,T_v2 |p_aty3_i2_o21_n7_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:17*sqrt(57)/57 o:2.2517049  
         -_F_v2_d2,T_v2 |p_aty3_i2_o21_n11_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:2.87861004532527 o:2.878607  
         -_F_m2x2_d2,T_v2 |p_aty3_i2_o21_n13_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0009% c:0.902259700952271 o:0.90225196  
         -_F_v2_d3,T_v2 |p_aty3_i2_o21_n16_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:3.58193460000970 o:3.5819318  
         -_F_m2x2_d3,T_v2 |p_aty3_i2_o21_n18_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:1.76756629848477 o:1.767563  
         -_T_v3,T_v3 |p_aty3_i2_o21_n2_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:27*sqrt(29)/29 o:5.0137739  
         -_T_m3x3,T_v3 |p_aty3_i2_o21_n4_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:49*sqrt(17)/51 o:3.9614151  
         -_T_m2x3,T_v3 |p_aty3_i2_o21_n5_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:21*sqrt(62)/62 o:2.6670027  
         -_T_t3x3x3,T_v3 |p_aty3_i2_o21_n8_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:11*sqrt(26)/52 o:1.0786388  
         -_F_v3_d2,T_v3 |p_aty3_i2_o21_n12_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:5.60373396375007 o:5.6037273  
         -_F_m3x3_d2,T_v3 |p_aty3_i2_o21_n14_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:2.91211681382956 o:2.9121127  
         -_F_v3_d3,T_v3 |p_aty3_i2_o21_n17_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:6.13674705865277 o:6.1367488  
         -_F_m3x3_d3,T_v3 |p_aty3_i2_o21_n19_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:1.51758784335525 o:1.5175835  
         -_T_v2,T_m2x2 |p_aty3_i2_o21_n1_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:20*sqrt(34)/17 o:6.8599439  
         -_T_m2x2,T_m2x2 |p_aty3_i2_o21_n3_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:13/3 o:4.3333335  
         -_T_m3x2,T_m2x2 |p_aty3_i2_o21_n6_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:24*sqrt(55)/55 o:3.2361596  
         -_T_t2x2x2,T_m2x2 |p_aty3_i2_o21_n7_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:20*sqrt(134)/67 o:3.4554739  
         -_F_v2_d2,T_m2x2 |p_aty3_i2_o21_n11_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:6.28492501517655 o:6.284924  
         -_F_m2x2_d2,T_m2x2 |p_aty3_i2_o21_n13_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:3.86723241613442 o:3.8672283  
         -_F_v2_d3,T_m2x2 |p_aty3_i2_o21_n16_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0015% c:0.887053139438533 o:0.88704002  
         -_F_m2x2_d3,T_m2x2 |p_aty3_i2_o21_n18_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0006% c:1.40072659358316 o:1.4007181  
         -_T_v3,T_m3x3 |p_aty3_i2_o21_n2_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:41*sqrt(5)/15 o:6.1119194  
         -_T_m3x3,T_m3x3 |p_aty3_i2_o21_n4_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:6*sqrt(7)/7 o:2.2677867  
         -_T_m2x3,T_m3x3 |p_aty3_i2_o21_n5_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:2*sqrt(15)/5 o:1.5491934  
         -_T_t3x3x3,T_m3x3 |p_aty3_i2_o21_n8_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:45*sqrt(71)/142 o:2.670259  
         -_F_v3_d2,T_m3x3 |p_aty3_i2_o21_n12_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:5.43120275578489 o:5.4311986  
         -_F_m3x3_d2,T_m3x3 |p_aty3_i2_o21_n14_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:2.47079973886403 o:2.4707963  
         -_F_v3_d3,T_m3x3 |p_aty3_i2_o21_n17_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:3.99327217220673 o:3.9932621  
         -_F_m3x3_d3,T_m3x3 |p_aty3_i2_o21_n19_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:3.43998134727891 o:3.4399734  
         -_T_v2,T_m2x3 |p_aty3_i2_o21_n1_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:18*sqrt(17)/17 o:4.3656416  
         -_T_m2x2,T_m2x3 |p_aty3_i2_o21_n3_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:25*sqrt(37)/37 o:4.1099744  
         -_T_m3x2,T_m2x3 |p_aty3_i2_o21_n6_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:19*sqrt(10)/20 o:3.0041637  
         -_F_v2_d2,T_m2x3 |p_aty3_i2_o21_n11_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:5.46642422662790 o:5.4664207  
         -_F_m2x2_d2,T_m2x3 |p_aty3_i2_o21_n13_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:1.74115779500907 o:1.7411531  
         -_F_v2_d3,T_m2x3 |p_aty3_i2_o21_n16_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:4.05564326137116 o:4.0556359  
         -_F_m2x2_d3,T_m2x3 |p_aty3_i2_o21_n18_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0006% c:1.97828995241697 o:1.978279  
         -_T_v3,T_m3x2 |p_aty3_i2_o21_n2_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:14*sqrt(2)/3 o:6.5996637  
         -_T_m3x3,T_m3x2 |p_aty3_i2_o21_n4_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(2)/4 o:1.7677671  
         -_T_m2x3,T_m3x2 |p_aty3_i2_o21_n5_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:37*sqrt(55)/55 o:4.9890795  
         -_F_v3_d2,T_m3x2 |p_aty3_i2_o21_n12_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5.65288322055531 o:5.652884  
         -_F_m3x3_d2,T_m3x2 |p_aty3_i2_o21_n14_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:4.58337186243582 o:4.5833774  
         -_F_v3_d3,T_m3x2 |p_aty3_i2_o21_n17_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:4.91018267771632 o:4.910172  
         -_F_m3x3_d3,T_m3x2 |p_aty3_i2_o21_n19_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0008% c:1.92411123342878 o:1.9240966  
         -_T_v2,T_t2x2x2 |p_aty3_i2_o21_n1_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:14*sqrt(17)/17 o:3.395499  
         -_T_m2x2,T_t2x2x2 |p_aty3_i2_o21_n3_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:31*sqrt(51)/51 o:4.3408685  
         -_F_v2_d2,T_t2x2x2 |p_aty3_i2_o21_n11_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:2.80049133688702 o:2.8004889  
         -_F_m2x2_d2,T_t2x2x2 |p_aty3_i2_o21_n13_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0005% c:2.46237616639997 o:2.4623628  
         -_F_v2_d3,T_t2x2x2 |p_aty3_i2_o21_n16_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:2.14406677433896 o:2.1440618  
         -_F_m2x2_d3,T_t2x2x2 |p_aty3_i2_o21_n18_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:3.91240190778459 o:3.9123931  
         -_T_v3,T_t3x3x3 |p_aty3_i2_o21_n2_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:2*sqrt(42)/3 o:4.3204942  
         -_T_m3x3,T_t3x3x3 |p_aty3_i2_o21_n4_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:25*sqrt(2)/12 o:2.9462786  
         -_F_v3_d2,T_t3x3x3 |p_aty3_i2_o21_n12_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:5.28807358484812 o:5.2880707  
         -_F_m3x3_d2,T_t3x3x3 |p_aty3_i2_o21_n14_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0011% c:1.26295719161991 o:1.2629428  
         -_F_v3_d3,T_t3x3x3 |p_aty3_i2_o21_n17_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:4.55170822729504 o:4.5516944  
         -_F_m3x3_d3,T_t3x3x3 |p_aty3_i2_o21_n19_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:3.12740557232397 o:3.1273994  
         -_T_v2,F_v2_d2 |p_aty3_i2_o21_n1_fty11  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0036% c:3.82951116*sqrt(2) o:5.415554  
         -_T_m2x2,F_v2_d2 |p_aty3_i2_o21_n3_fty11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0016% c:0.965735796363636*sqrt(22) o:4.5297728  
         -_T_m3x2,F_v2_d2 |p_aty3_i2_o21_n6_fty11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0032% c:0.475235379569892*sqrt(93) o:4.5828571  
         -_T_t2x2x2,F_v2_d2 |p_aty3_i2_o21_n7_fty11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0019% c:0.43065625*sqrt(85) o:3.9703777  
         -_F_v2_d2,F_v2_d2 |p_aty3_i2_o21_n11_fty11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0018% c:3.64706356455881 o:3.6469967  
         -_F_m2x2_d2,F_v2_d2 |p_aty3_i2_o21_n13_fty11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0036% c:4.01914258958377 o:4.0189991  
         -_T_v3,F_v3_d2 |p_aty3_i2_o21_n2_fty12  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0011% c:6.120895183*sqrt(2) o:8.6561584  
         -_T_m3x3,F_v3_d2 |p_aty3_i2_o21_n4_fty12  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0018% c:0.61093346835443*sqrt(79) o:5.4300003  
         -_T_m2x3,F_v3_d2 |p_aty3_i2_o21_n5_fty12  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0021% c:0.558166242191781*sqrt(73) o:4.7688732  
         -_T_t3x3x3,F_v3_d2 |p_aty3_i2_o21_n8_fty12  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0028% c:0.185892726713287*sqrt(286) o:3.1436434  
         -_F_v3_d2,F_v3_d2 |p_aty3_i2_o21_n12_fty12  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0008% c:5.91371884299340 o:5.913671  
         -_F_m3x3_d2,F_v3_d2 |p_aty3_i2_o21_n14_fty12  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0017% c:6.78494688241700 o:6.784833  
         -_T_v2,F_m2x2_d2 |p_aty3_i2_o21_n1_fty13  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0023% c:2.1345552*sqrt(10) o:6.7499027  
         -_T_m2x2,F_m2x2_d2 |p_aty3_i2_o21_n3_fty13  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0026% c:0.917986662068966*sqrt(58) o:6.990993  
         -_T_m3x2,F_m2x2_d2 |p_aty3_i2_o21_n6_fty13  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0015% c:2.31842527777778*sqrt(6) o:5.6790433  
         -_T_t2x2x2,F_m2x2_d2 |p_aty3_i2_o21_n7_fty13  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0016% c:0.318038864262295*sqrt(122) o:3.5127964  
         -_F_v2_d2,F_m2x2_d2 |p_aty3_i2_o21_n11_fty13  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0018% c:9.09476440801187 o:9.0946026  
         -_F_m2x2_d2,F_m2x2_d2 |p_aty3_i2_o21_n13_fty13  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0027% c:5.87715447981966 o:5.8769956  
         -_T_v3,F_m3x3_d2 |p_aty3_i2_o21_n2_fty14  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.002% c:2.49565234333333*sqrt(3) o:4.3225088  
         -_T_m3x3,F_m3x3_d2 |p_aty3_i2_o21_n4_fty14  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0014% c:2.52549885714286*sqrt(14) o:9.4494219  
         -_T_m2x3,F_m3x3_d2 |p_aty3_i2_o21_n5_fty14  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0028% c:1.01192261363636*sqrt(22) o:4.7462044  
         -_T_t3x3x3,F_m3x3_d2 |p_aty3_i2_o21_n8_fty14  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0025% c:0.301228412121212*sqrt(66) o:2.4471307  
         -_F_v3_d2,F_m3x3_d2 |p_aty3_i2_o21_n12_fty14  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0019% c:5.87766337009933 o:5.8775539  
         -_F_m3x3_d2,F_m3x3_d2 |p_aty3_i2_o21_n14_fty14  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0025% c:4.01835909968768 o:4.0182571  
         -_T_v2,F_v2_d3 |p_aty3_i2_o21_n1_fty16  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0026% c:2.04800825608276*sqrt(29) o:11.028572  
         -_T_m2x2,F_v2_d3 |p_aty3_i2_o21_n3_fty16  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0024% c:0.746564068365132*sqrt(38) o:4.6020179  
         -_T_m3x2,F_v2_d3 |p_aty3_i2_o21_n6_fty16  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0034% c:2.52873937582667*sqrt(6) o:6.1939111  
         -_T_t2x2x2,F_v2_d3 |p_aty3_i2_o21_n7_fty16  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0044% c:1.20898554832213*sqrt(10) o:3.8229799  
         -_F_v2_d3,F_v2_d3 |p_aty3_i2_o21_n16_fty16  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0047% c:8.60198951158795 o:8.6015892  
         -_F_m2x2_d3,F_v2_d3 |p_aty3_i2_o21_n18_fty16  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.002% c:5.82836458334861 o:5.8282461  
         -_T_v3,F_v3_d3 |p_aty3_i2_o21_n2_fty17  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0019% c:3.347741591304*sqrt(14) o:12.525858  
         -_T_m3x3,F_v3_d3 |p_aty3_i2_o21_n4_fty17  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0019% c:2.49029614544872*sqrt(13) o:8.9787159  
         -_T_m2x3,F_v3_d3 |p_aty3_i2_o21_n5_fty17  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0029% c:1.06081814237013*sqrt(30) o:5.8105097  
         -_T_t3x3x3,F_v3_d3 |p_aty3_i2_o21_n8_fty17  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0022% c:1.10167864217697*sqrt(3) o:1.9081209  
         -_F_v3_d3,F_v3_d3 |p_aty3_i2_o21_n17_fty17  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0024% c:6.27574304098799 o:6.2755938  
         -_F_m3x3_d3,F_v3_d3 |p_aty3_i2_o21_n19_fty17  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0026% c:11.6361633080992 o:11.63586  
         -_T_v2,F_m2x2_d3 |p_aty3_i2_o21_n1_fty18  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0024% c:1.7788922024448*sqrt(10) o:5.6254864  
         -_T_m2x2,F_m2x2_d3 |p_aty3_i2_o21_n3_fty18  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0021% c:2.22645372222222*sqrt(6) o:5.4535632  
         -_T_m3x2,F_m2x2_d3 |p_aty3_i2_o21_n6_fty18  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.003% c:0.706073666676923*sqrt(26) o:3.6001766  
         -_T_t2x2x2,F_m2x2_d3 |p_aty3_i2_o21_n7_fty18  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0019% c:0.509772214634146*sqrt(82) o:4.6160946  
         -_F_v2_d3,F_m2x2_d3 |p_aty3_i2_o21_n16_fty18  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0028% c:9.39897296797240 o:9.3987122  
         -_F_m2x2_d3,F_m2x2_d3 |p_aty3_i2_o21_n18_fty18  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0027% c:8.78389965548886 o:8.7836647  
         -_T_v3,F_m3x3_d3 |p_aty3_i2_o21_n2_fty19  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0028% c:5.892988088024*sqrt(2) o:8.3337116  
         -_T_m3x3,F_m3x3_d3 |p_aty3_i2_o21_n4_fty19  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0031% c:0.42222809804878*sqrt(82) o:3.8233204  
         -_T_m2x3,F_m3x3_d3 |p_aty3_i2_o21_n5_fty19  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0016% c:4.2841368521732*sqrt(3) o:7.4202261  
         -_T_t3x3x3,F_m3x3_d3 |p_aty3_i2_o21_n8_fty19  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0018% c:0.236788256299321*sqrt(265) o:3.8547013  
         -_F_v3_d3,F_m3x3_d3 |p_aty3_i2_o21_n17_fty19  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0021% c:7.33208237480877 o:7.3319249  
         -_F_m3x3_d3,F_m3x3_d3 |p_aty3_i2_o21_n19_fty19  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0021% c:5.12910417099834 o:5.1289978  
 PASS:cmd: 2 0 - inner product_normalize |2_21- vis15 A:106|106 ran: 106|400 cumulative: 1530  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1530multiplication_normalize |2_22  
         -_T_v2,T_sc |p_aty3_i2_o22_n1_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(26)/26 o:0.98058069  
         -_T_v3,T_sc |p_aty3_i2_o22_n2_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:12*sqrt(29)/29 o:2.228344  
         -_T_m2x2,T_sc |p_aty3_i2_o22_n3_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:15*sqrt(13)/26 o:2.0801258  
         -_T_m3x3,T_sc |p_aty3_i2_o22_n4_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:4*sqrt(85)/85 o:0.43386093  
         -_T_m2x3,T_sc |p_aty3_i2_o22_n5_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:2*sqrt(65)/13 o:1.2403474  
         -_T_m3x2,T_sc |p_aty3_i2_o22_n6_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:10*sqrt(41)/41 o:1.5617377  
         -_T_t2x2x2,T_sc |p_aty3_i2_o22_n7_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_t3x3x3,T_sc |p_aty3_i2_o22_n8_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(305)/61 o:1.4314959  
         -_F_v2_d2,T_sc |p_aty3_i2_o22_n11_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:1.85858386106124 o:1.8585804  
         -_F_v3_d2,T_sc |p_aty3_i2_o22_n12_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:1.71360622346856 o:1.7136008  
         -_F_m2x2_d2,T_sc |p_aty3_i2_o22_n13_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0014% c:0.289432848081814 o:0.28942868  
         -_F_m3x3_d2,T_sc |p_aty3_i2_o22_n14_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0009% c:0.709900676608915 o:0.70989406  
         -_F_v2_d3,T_sc |p_aty3_i2_o22_n16_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:3.45820787710991 o:3.4582059  
         -_F_v3_d3,T_sc |p_aty3_i2_o22_n17_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0014% c:-1.02937905923644 o:-1.0293937  
         -_F_m2x2_d3,T_sc |p_aty3_i2_o22_n18_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0004% c:0.291374156193718 o:0.2913729  
         -_F_m3x3_d3,T_sc |p_aty3_i2_o22_n19_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0105% c:0.117356851817240 o:0.1173445  
         -_T_v2,F_sc_d1 |p_aty3_i2_o22_n1_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.001% c:0.444512195121951*sqrt(41) o:2.8462393  
         -_T_v3,F_sc_d1 |p_aty3_i2_o22_n2_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0015% c:0.252368421052632*sqrt(38) o:1.5556796  
         -_T_m2x2,F_sc_d1 |p_aty3_i2_o22_n3_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0015% c:0.37496*sqrt(30) o:2.0537095  
         -_T_m3x3,F_sc_d1 |p_aty3_i2_o22_n4_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0014% c:3.14915555555556 o:3.149112  
         -_T_m2x3,F_sc_d1 |p_aty3_i2_o22_n5_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0026% c:0.2255*sqrt(5) o:0.50422043  
         -_T_m3x2,F_sc_d1 |p_aty3_i2_o22_n6_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0006% c:0.153824675324675*sqrt(77) o:1.3497976  
         -_T_t2x2x2,F_sc_d1 |p_aty3_i2_o22_n7_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0016% c:2.47040000000000 o:2.4703596  
         -_T_t3x3x3,F_sc_d1 |p_aty3_i2_o22_n8_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0012% c:0.0198476821192053*sqrt(302) o:0.34492013  
         -_T_v2,F_sc_d2 |p_aty3_i2_o22_n1_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0021% c:1.7743125*sqrt(10) o:5.6107507  
         -_T_v3,F_sc_d2 |p_aty3_i2_o22_n2_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0013% c:0.596802868421053*sqrt(38) o:3.6788933  
         -_T_m2x2,F_sc_d2 |p_aty3_i2_o22_n3_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0023% c:0.491248154109589*sqrt(73) o:4.1971297  
         -_T_m3x3,F_sc_d2 |p_aty3_i2_o22_n4_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0006% c:0.715077930666667*sqrt(15) o:2.7694685  
         -_T_m2x3,F_sc_d2 |p_aty3_i2_o22_n5_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0023% c:0.45109487*sqrt(5) o:1.0086557  
         -_T_m3x2,F_sc_d2 |p_aty3_i2_o22_n6_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0008% c:0.214904761904762*sqrt(21) o:0.98482507  
         -_T_t2x2x2,F_sc_d2 |p_aty3_i2_o22_n7_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0026% c:0.130313154424779*sqrt(113) o:1.3852841  
         -_T_t3x3x3,F_sc_d2 |p_aty3_i2_o22_n8_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.002% c:0.069326163141994*sqrt(331) o:1.2612535  
         -_F_v2_d2,F_sc_d2 |p_aty3_i2_o22_n11_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.002% c:2.32203542400339 o:2.3219888  
         -_F_v3_d2,F_sc_d2 |p_aty3_i2_o22_n12_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0012% c:2.35276256054672 o:2.3527334  
         -_F_m2x2_d2,F_sc_d2 |p_aty3_i2_o22_n13_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0015% c:3.61406004197993 o:3.6140046  
         -_F_m3x3_d2,F_sc_d2 |p_aty3_i2_o22_n14_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0024% c:1.48989422465640 o:1.489859  
         -_T_v2,F_sc_d3 |p_aty3_i2_o22_n1_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0017% c:0.468048097181539*sqrt(13) o:1.6875423  
         -_T_v3,F_sc_d3 |p_aty3_i2_o22_n2_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0029% c:3.28583666746667*sqrt(2) o:4.6467385  
         -_T_m2x2,F_sc_d3 |p_aty3_i2_o22_n3_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.002% c:3.77313229*sqrt(3) o:6.5351229  
         -_T_m3x3,F_sc_d3 |p_aty3_i2_o22_n4_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0012% c:0.361917902782301*sqrt(113) o:3.847194  
         -_T_m2x3,F_sc_d3 |p_aty3_i2_o22_n5_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0047% c:0.803676799050666*sqrt(3) o:1.3919441  
         -_T_m3x2,F_sc_d3 |p_aty3_i2_o22_n6_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0024% c:0.513975535179487*sqrt(13) o:1.8531208  
         -_T_t2x2x2,F_sc_d3 |p_aty3_i2_o22_n7_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0013% c:0.52078089726821*sqrt(38) o:3.2103503  
         -_T_t3x3x3,F_sc_d3 |p_aty3_i2_o22_n8_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0014% c:0.151659637119863*sqrt(73) o:1.2957622  
         -_F_v2_d3,F_sc_d3 |p_aty3_i2_o22_n16_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.003% c:3.58307276757799 o:3.5829647  
         -_F_v3_d3,F_sc_d3 |p_aty3_i2_o22_n17_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0017% c:3.79545664735035 o:3.7953904  
         -_F_m2x2_d3,F_sc_d3 |p_aty3_i2_o22_n18_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0029% c:3.79937588725841 o:3.7992654  
         -_F_m3x3_d3,F_sc_d3 |p_aty3_i2_o22_n19_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.002% c:0.703670130430469 o:0.70365602  
 PASS:cmd: 2 0 - multiplication_normalize |2_22- vis15 A:48|48 ran: 48|400 cumulative: 1578  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1578division_normalize |2_23  
         -_T_v2,T_sc |p_aty3_i2_o23_n1_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:2*sqrt(5)/15 o:0.2981424  
         -_T_v3,T_sc |p_aty3_i2_o23_n2_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:1/3 o:0.33333334  
         -_T_m2x2,T_sc |p_aty3_i2_o23_n3_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(61)/122 o:0.32009217  
         -_T_m3x3,T_sc |p_aty3_i2_o23_n4_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(2)/14 o:0.50507629  
         -_T_m2x3,T_sc |p_aty3_i2_o23_n5_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(19)/38 o:0.11470786  
         -_T_m3x2,T_sc |p_aty3_i2_o23_n6_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(46)/184 o:0.18430245  
         -_T_t2x2x2,T_sc |p_aty3_i2_o23_n7_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(21)/84 o:0.27277234  
         -_T_t3x3x3,T_sc |p_aty3_i2_o23_n8_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(14)/70 o:0.05345225  
         -_F_v2_d2,T_sc |p_aty3_i2_o23_n11_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.138796838529909 o:0.13879678  
         -_F_v3_d2,T_sc |p_aty3_i2_o23_n12_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:0.390839933742980 o:0.39083907  
         -_F_m2x2_d2,T_sc |p_aty3_i2_o23_n13_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0012% c:0.0648057614288288 o:0.064804971  
         -_F_m3x3_d2,T_sc |p_aty3_i2_o23_n14_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0013% c:0.0279246931605913 o:0.027924344  
         -_F_v2_d3,T_sc |p_aty3_i2_o23_n16_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:0.127068668488457 o:0.12706842  
         -_F_v3_d3,T_sc |p_aty3_i2_o23_n17_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:0.325314127993538 o:0.32531497  
         -_F_m2x2_d3,T_sc |p_aty3_i2_o23_n18_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0013% c:0.0829775224308466 o:0.082976475  
         -_F_m3x3_d3,T_sc |p_aty3_i2_o23_n19_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.002% c:0.0899183476225147 o:0.089916587  
         -_T_v2,F_sc_d1 |p_aty3_i2_o23_n1_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0014% c:0.145534986610781*sqrt(2) o:0.20582043  
         -_T_v3,F_sc_d1 |p_aty3_i2_o23_n2_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.001% c:0.0261503540757942*sqrt(33) o:0.15022388  
         -_T_m2x2,F_sc_d1 |p_aty3_i2_o23_n3_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0021% c:0.0592695853381271*sqrt(47) o:0.40634036  
         -_T_m3x3,F_sc_d1 |p_aty3_i2_o23_n4_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0013% c:0.0307462420405666*sqrt(115) o:0.32971233  
         -_T_m2x3,F_sc_d1 |p_aty3_i2_o23_n5_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0018% c:0.0248095618035956*sqrt(69) o:0.20608738  
         -_T_m3x2,F_sc_d1 |p_aty3_i2_o23_n6_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0014% c:0.0373517881048002*sqrt(83) o:0.34029591  
         -_T_t2x2x2,F_sc_d1 |p_aty3_i2_o23_n7_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0014% c:0.0107025129500407*sqrt(94) o:0.10376614  
         -_T_t3x3x3,F_sc_d1 |p_aty3_i2_o23_n8_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0016% c:0.0464368969008015*sqrt(285) o:0.7839576  
         -_T_v2,F_sc_d2 |p_aty3_i2_o23_n1_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0028% c:0.304604554751907*sqrt(29) o:1.6403919  
         -_T_v3,F_sc_d2 |p_aty3_i2_o23_n2_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0025% c:0.246863841754353*sqrt(30) o:1.3521631  
         -_T_m2x2,F_sc_d2 |p_aty3_i2_o23_n3_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0007% c:0.0172541154654241*sqrt(66) o:0.14017212  
         -_T_m3x3,F_sc_d2 |p_aty3_i2_o23_n4_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0017% c:0.0210227067163424*sqrt(21) o:0.096339799  
         -_T_m2x3,F_sc_d2 |p_aty3_i2_o23_n5_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0023% c:0.0762896963898953*sqrt(11) o:0.25303  
         -_T_m3x2,F_sc_d2 |p_aty3_i2_o23_n6_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0024% c:0.247093312872162*sqrt(2) o:0.34945104  
         -_T_t2x2x2,F_sc_d2 |p_aty3_i2_o23_n7_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0013% c:0.034731796543621*sqrt(142) o:0.41388246  
         -_T_t3x3x3,F_sc_d2 |p_aty3_i2_o23_n8_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0019% c:0.0043665571321964*sqrt(307) o:0.076506823  
         -_F_v2_d2,F_sc_d2 |p_aty3_i2_o23_n11_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0029% c:1.07621089289797 o:1.0762424  
         -_F_v3_d2,F_sc_d2 |p_aty3_i2_o23_n12_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0014% c:0.136192619056946 o:0.13619074  
         -_F_m2x2_d2,F_sc_d2 |p_aty3_i2_o23_n13_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0027% c:1.05224000349443 o:1.052268  
         -_F_m3x3_d2,F_sc_d2 |p_aty3_i2_o23_n14_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0022% c:0.162256835476835 o:0.16226037  
         -_T_v2,F_sc_d3 |p_aty3_i2_o23_n1_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0024% c:0.141213258011151*sqrt(34) o:0.82338786  
         -_T_v3,F_sc_d3 |p_aty3_i2_o23_n2_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0042% c:1.04788534813332*sqrt(6) o:2.5668933  
         -_T_m2x2,F_sc_d3 |p_aty3_i2_o23_n3_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0023% c:0.0627891431835334*sqrt(43) o:0.41172633  
         -_T_m3x3,F_sc_d3 |p_aty3_i2_o23_n4_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0015% c:0.0389572309617692*sqrt(97) o:0.38368982  
         -_T_m2x3,F_sc_d3 |p_aty3_i2_o23_n5_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0025% c:0.0378254247781888*sqrt(11) o:0.1254559  
         -_T_m3x2,F_sc_d3 |p_aty3_i2_o23_n6_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0022% c:0.0361213135986768*sqrt(21) o:0.16553229  
         -_T_t2x2x2,F_sc_d3 |p_aty3_i2_o23_n7_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0027% c:0.0299103641605665*sqrt(19) o:0.13037983  
         -_T_t3x3x3,F_sc_d3 |p_aty3_i2_o23_n8_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0032% c:0.109471716464847*sqrt(35) o:0.64766389  
         -_F_v2_d3,F_sc_d3 |p_aty3_i2_o23_n16_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0032% c:0.197600280675650 o:0.19760668  
         -_F_v3_d3,F_sc_d3 |p_aty3_i2_o23_n17_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.002% c:0.450410754718363 o:0.45041981  
         -_F_m2x2_d3,F_sc_d3 |p_aty3_i2_o23_n18_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0015% c:0.186744522783806 o:0.18674725  
         -_F_m3x3_d3,F_sc_d3 |p_aty3_i2_o23_n19_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.002% c:0.430544467403187 o:0.43055314  
 PASS:cmd: 2 0 - division_normalize |2_23- vis15 A:48|48 ran: 48|400 cumulative: 1626  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1626modulate_normalize |2_24  
         -_T_v2,T_v2 |p_aty3_i2_o24_n1_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:4*sqrt(29)/29 o:0.74278134  
         -_F_v2_d2,T_v2 |p_aty3_i2_o24_n11_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:2.53606294692439 o:2.5360541  
         -_F_v2_d3,T_v2 |p_aty3_i2_o24_n16_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:0.953156565233930 o:0.95315385  
         -_T_v3,T_v3 |p_aty3_i2_o24_n2_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:25*sqrt(33)/33 o:4.3519411  
         -_F_v3_d2,T_v3 |p_aty3_i2_o24_n12_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:2.60128099191017 o:2.6012752  
         -_F_v3_d3,T_v3 |p_aty3_i2_o24_n17_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:2.51179400445926 o:2.5117972  
         -_T_m2x2,T_m2x2 |p_aty3_i2_o24_n3_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:25*sqrt(31)/31 o:4.4901328  
         -_F_m2x2_d2,T_m2x2 |p_aty3_i2_o24_n13_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:2.58547856928957 o:2.585484  
         -_F_m2x2_d3,T_m2x2 |p_aty3_i2_o24_n18_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0013% c:0.558015975328138 o:0.55800885  
         -_T_m3x3,T_m3x3 |p_aty3_i2_o24_n4_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:9/10 o:0.90000004  
         -_F_m3x3_d2,T_m3x3 |p_aty3_i2_o24_n14_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0004% c:1.06651406205957 o:1.0665102  
         -_F_m3x3_d3,T_m3x3 |p_aty3_i2_o24_n19_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:1.40164578806269 o:1.4016412  
         -_T_m2x3,T_m2x3 |p_aty3_i2_o24_n5_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(3)/3 o:2.8867509  
         -_T_m3x2,T_m3x2 |p_aty3_i2_o24_n6_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:6*sqrt(11)/11 o:1.8090681  
         -_T_t2x2x2,T_t2x2x2 |p_aty3_i2_o24_n7_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:sqrt(2) o:1.4142135  
         -_T_t3x3x3,T_t3x3x3 |p_aty3_i2_o24_n8_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(37)/37 o:0.82199502  
         -_T_v2,F_v2_d2 |p_aty3_i2_o24_n1_fty11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.002% c:1.18712599384615*sqrt(13) o:4.2801576  
         -_F_v2_d2,F_v2_d2 |p_aty3_i2_o24_n11_fty11  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0026% c:3.19850749977281 o:3.1984236  
         -_T_v3,F_v3_d2 |p_aty3_i2_o24_n2_fty12  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0024% c:0.267581104761905*sqrt(21) o:1.2261809  
         -_F_v3_d2,F_v3_d2 |p_aty3_i2_o24_n12_fty12  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0011% c:2.65653197156938 o:2.656503  
         -_T_m2x2,F_m2x2_d2 |p_aty3_i2_o24_n3_fty13  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0016% c:0.870324672*sqrt(15) o:3.3708074  
         -_F_m2x2_d2,F_m2x2_d2 |p_aty3_i2_o24_n13_fty13  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0015% c:2.49281976462666 o:2.4927821  
         -_T_m3x3,F_m3x3_d2 |p_aty3_i2_o24_n4_fty14  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0012% c:0.226481168831169*sqrt(154) o:2.8105242  
         -_F_m3x3_d2,F_m3x3_d2 |p_aty3_i2_o24_n14_fty14  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0018% c:2.51524894616851 o:2.5152025  
         -_T_v2,F_v2_d3 |p_aty3_i2_o24_n1_fty16  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0032% c:0.978155012123077*sqrt(13) o:3.5266767  
         -_F_v2_d3,F_v2_d3 |p_aty3_i2_o24_n16_fty16  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0018% c:3.75071426169468 o:3.7506473  
         -_T_v3,F_v3_d3 |p_aty3_i2_o24_n2_fty17  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0022% c:0.368816520509538*sqrt(26) o:1.8806434  
         -_F_v3_d3,F_v3_d3 |p_aty3_i2_o24_n17_fty17  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0017% c:5.56127273284071 o:5.5611796  
         -_T_m2x2,F_m2x2_d3 |p_aty3_i2_o24_n3_fty18  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0019% c:0.370380861848511*sqrt(47) o:2.5391552  
         -_F_m2x2_d3,F_m2x2_d3 |p_aty3_i2_o24_n18_fty18  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0034% c:3.73766023315595 o:3.7375331  
         -_T_m3x3,F_m3x3_d3 |p_aty3_i2_o24_n4_fty19  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0007% c:0.521298637713231*sqrt(26) o:2.6580942  
         -_F_m3x3_d3,F_m3x3_d3 |p_aty3_i2_o24_n19_fty19  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0036% c:1.84647234834896 o:1.8464055  
 PASS:cmd: 2 0 - modulate_normalize |2_24- vis15 A:32|32 ran: 32|400 cumulative: 1658  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1658op_doubledot_normalize |2_25  
         -_T_m2x2,T_m2x2 |p_aty3_i2_o25_n3_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:8*sqrt(6)/3 o:6.5319729  
         -_F_m2x2_d2,T_m2x2 |p_aty3_i2_o25_n13_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:6.77203474098325 o:6.7720299  
         -_F_m2x2_d3,T_m2x2 |p_aty3_i2_o25_n18_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0001% c:5.14880703606212 o:5.1488023  
         -_T_m3x3,T_m3x3 |p_aty3_i2_o25_n4_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:40*sqrt(94)/47 o:8.2513695  
         -_F_m3x3_d2,T_m3x3 |p_aty3_i2_o25_n14_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:7.98479333000464 o:7.9847908  
         -_F_m3x3_d3,T_m3x3 |p_aty3_i2_o25_n19_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:4.75868237662666 o:4.7586675  
         -_T_m2x3,T_m2x3 |p_aty3_i2_o25_n5_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:71*sqrt(5)/20 o:7.9380412  
         -_T_m3x2,T_m3x2 |p_aty3_i2_o25_n6_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:23*sqrt(86)/43 o:4.9603076  
         -_T_m2x2,F_m2x2_d2 |p_aty3_i2_o25_n3_fty13  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0009% c:0.747870134328358*sqrt(67) o:6.1215272  
         -_F_m2x2_d2,F_m2x2_d2 |p_aty3_i2_o25_n13_fty13  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0016% c:8.11965289833535 o:8.1195269  
         -_T_m3x3,F_m3x3_d2 |p_aty3_i2_o25_n4_fty14  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0012% c:1.2817521572549*sqrt(102) o:12.944911  
         -_F_m3x3_d2,F_m3x3_d2 |p_aty3_i2_o25_n14_fty14  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0032% c:11.3655991535896 o:11.365233  
         -_T_m2x2,F_m2x2_d3 |p_aty3_i2_o25_n3_fty18  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0017% c:1.41793513513514*sqrt(37) o:8.6251068  
         -_F_m2x2_d3,F_m2x2_d3 |p_aty3_i2_o25_n18_fty18  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0024% c:14.0456590912680 o:14.045318  
         -_T_m3x3,F_m3x3_d3 |p_aty3_i2_o25_n4_fty19  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0023% c:1.08056218703618*sqrt(109) o:11.281141  
         -_F_m3x3_d3,F_m3x3_d3 |p_aty3_i2_o25_n19_fty19  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0024% c:8.09571577389256 o:8.0955219  
 PASS:cmd: 2 0 - op_doubledot_normalize |2_25- vis15 A:16|16 ran: 16|400 cumulative: 1674  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1674  
   
 trace |3neg_trace |3_0  
         -_T_m2x2 |p_aty3_i3_o0_n0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3 |p_aty3_i3_o0_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2 |p_aty3_i3_o0_n2  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0013% c:-15.3344580800000 o:-15.334254  
         -_F_m3x3_d2 |p_aty3_i3_o0_n3  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0011% c:-11.8079780000000 o:-11.807852  
         -_F_m2x2_d3 |p_aty3_i3_o0_n4  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0026% c:-12.8933250000000 o:-12.893656  
         -_F_m3x3_d3 |p_aty3_i3_o0_n5  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0002 0.0034% c:-10.1961198234240 o:-10.195778  
 PASS:cmd: 2 0 - neg_trace |3_0- vis15 A:6|6 ran: 6|6 cumulative: 1680  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1680norm_trace |3_1  
         -_T_m2x2 |p_aty3_i3_o1_n0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3 |p_aty3_i3_o1_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2 |p_aty3_i3_o1_n2  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0017% c:5.32729600000000 o:5.3272076  
         -_F_m3x3_d2 |p_aty3_i3_o1_n3  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0013% c:9.31870000000000 o:9.3188181  
         -_F_m2x2_d3 |p_aty3_i3_o1_n4  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0015% c:11.9173700669440 o:11.917192  
         -_F_m3x3_d3 |p_aty3_i3_o1_n5  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0027% c:12.4049058612480 o:12.404565  
 PASS:cmd: 2 0 - norm_trace |3_1- vis15 A:6|6 ran: 6|6 cumulative: 1686  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1686normalize_trace |3_2  
 PASS:cmd: 2 0 - normalize_trace |3_2- vis15 ran: 0|6 cumulative: 1686  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1686trace_trace |3_3  
 PASS:cmd: 2 0 - trace_trace |3_3- vis15 ran: 0|6 cumulative: 1686  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1686transpose_trace |3_4  
 PASS:cmd: 2 0 - transpose_trace |3_4- vis15 ran: 0|6 cumulative: 1686  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1686det_trace |3_5  
 PASS:cmd: 2 0 - det_trace |3_5- vis15 ran: 0|6 cumulative: 1686  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1686probe_trace |3_6  
         -_T_m2x2 |p_aty3_i3_o6_n0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3 |p_aty3_i3_o6_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2 |p_aty3_i3_o6_n2  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0024% c:9.60125224000000 o:9.6014824  
         -_F_m3x3_d2 |p_aty3_i3_o6_n3  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0023% c:12.4518544000000 o:12.451564  
         -_F_m2x2_d3 |p_aty3_i3_o6_n4  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0028% c:8.46792740697600 o:8.4676905  
         -_F_m3x3_d3 |p_aty3_i3_o6_n5  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0025% c:7.08866950312500 o:7.0884938  
 PASS:cmd: 2 0 - probe_trace |3_6- vis15 A:6|6 ran: 6|6 cumulative: 1692  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1692grad_trace |3_7  
         -_F_m2x2_d2 |p_aty3_i3_o7_n2  
         -Results: x0: Y-1 B max diff: 0.0206 sumdiff: 0.0094 0.1784% c:11.5932360000000 o:11.572588  
         -_F_m3x3_d2 |p_aty3_i3_o7_n3  
         -Results: x0: Y-0 B max diff: 0.0198 sumdiff: 0.0047 0.0975% c:20.3048000000000 o:20.285019  
         -_F_m2x2_d3 |p_aty3_i3_o7_n4  
         -Results: x0: Y-1 B max diff: 0.0106 sumdiff: 0.004 0.124% c:8.57070080000000 o:8.5813456  
         -_F_m3x3_d3 |p_aty3_i3_o7_n5  
         -Results: x0: Y-1 B max diff: 0.0352 sumdiff: 0.0089 0.2914% c:12.0266983360000 o:12.061849  
 CHECK:cmd: 2 0 - grad_trace |3_7- vis15 B:4|4 ran: 4|6 cumulative: 1696  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1696div_trace |3_8  
 PASS:cmd: 2 0 - div_trace |3_8- vis15 ran: 0|6 cumulative: 1696  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1696curl_trace |3_9  
 PASS:cmd: 2 0 - curl_trace |3_9- vis15 ran: 0|6 cumulative: 1696  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1696jacob_trace |3_10  
 PASS:cmd: 2 0 - jacob_trace |3_10- vis15 ran: 0|6 cumulative: 1696  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1696slicem0_trace |3_11  
 PASS:cmd: 2 0 - slicem0_trace |3_11- vis15 ran: 0|6 cumulative: 1696  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1696slicem1_trace |3_12  
 PASS:cmd: 2 0 - slicem1_trace |3_12- vis15 ran: 0|6 cumulative: 1696  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1696slicev0_trace |3_13  
 PASS:cmd: 2 0 - slicev0_trace |3_13- vis15 ran: 0|6 cumulative: 1696  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1696slicev1_trace |3_14  
 PASS:cmd: 2 0 - slicev1_trace |3_14- vis15 ran: 0|6 cumulative: 1696  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1696slicet0_trace |3_15  
 PASS:cmd: 2 0 - slicet0_trace |3_15- vis15 ran: 0|6 cumulative: 1696  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1696slicet1_trace |3_16  
 PASS:cmd: 2 0 - slicet1_trace |3_16- vis15 ran: 0|6 cumulative: 1696  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1696addition_trace |3_17  
         -_T_m2x2,T_sc |p_aty3_i3_o17_n0_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_sc |p_aty3_i3_o17_n1_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_sc |p_aty3_i3_o17_n2_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0006% c:10.0348976000000 o:10.03496  
         -_F_m3x3_d2,T_sc |p_aty3_i3_o17_n3_fty0  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0016% c:15.6209980000000 o:15.620749  
         -_F_m2x2_d3,T_sc |p_aty3_i3_o17_n4_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0016% c:8.11590585894400 o:8.115777  
         -_F_m3x3_d3,T_sc |p_aty3_i3_o17_n5_fty0  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0002 0.002% c:17.3553814300000 o:17.355043  
         -_T_m2x2,F_sc_d1 |p_aty3_i3_o17_n0_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:11.1449000000000 o:11.144922  
         -_T_m3x3,F_sc_d1 |p_aty3_i3_o17_n1_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:9.87780000000000 o:9.8777704  
         -_T_m2x2,F_sc_d2 |p_aty3_i3_o17_n0_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0007% c:10.5545747200000 o:10.554499  
         -_T_m3x3,F_sc_d2 |p_aty3_i3_o17_n1_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0004% c:12.5038139200000 o:12.503868  
         -_F_m2x2_d2,F_sc_d2 |p_aty3_i3_o17_n2_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0013% c:10.9167720000000 o:10.916634  
         -_F_m3x3_d2,F_sc_d2 |p_aty3_i3_o17_n3_fty10  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0014% c:31.9769139200000 o:31.976479  
         -_T_m2x2,F_sc_d3 |p_aty3_i3_o17_n0_fty15  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0021% c:14.9995054098880 o:14.999193  
         -_T_m3x3,F_sc_d3 |p_aty3_i3_o17_n1_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0003% c:18.4094422914240 o:18.409502  
         -_F_m2x2_d3,F_sc_d3 |p_aty3_i3_o17_n4_fty15  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0019% c:12.3545579619840 o:12.354328  
         -_F_m3x3_d3,F_sc_d3 |p_aty3_i3_o17_n5_fty15  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0026% c:13.6826038852000 o:13.682245  
 PASS:cmd: 2 0 - addition_trace |3_17- vis15 A:16|16 ran: 16|120 cumulative: 1712  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1712subtraction_trace |3_18  
         -_T_m2x2,T_sc |p_aty3_i3_o18_n0_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_sc |p_aty3_i3_o18_n1_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_sc |p_aty3_i3_o18_n2_fty0  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0038% c:3.98010624000000 o:3.9799557  
         -_F_m3x3_d2,T_sc |p_aty3_i3_o18_n3_fty0  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0021% c:18.4796518400000 o:18.479271  
         -_F_m2x2_d3,T_sc |p_aty3_i3_o18_n4_fty0  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0024% c:18.5660669020000 o:18.565619  
         -_F_m3x3_d3,T_sc |p_aty3_i3_o18_n5_fty0  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0033% c:13.7634190666200 o:13.762959  
         -_T_m2x2,F_sc_d1 |p_aty3_i3_o18_n0_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.031% c:0.246200000000000 o:0.24612379  
         -_T_m3x3,F_sc_d1 |p_aty3_i3_o18_n1_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0028% c:2.01320000000000 o:2.0132558  
         -_T_m2x2,F_sc_d2 |p_aty3_i3_o18_n0_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0017% c:4.58700320000000 o:4.58708  
         -_T_m3x3,F_sc_d2 |p_aty3_i3_o18_n1_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:8.38940000000000 o:8.3894234  
         -_F_m2x2_d2,F_sc_d2 |p_aty3_i3_o18_n2_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0016% c:6.23116032000000 o:6.2312613  
         -_F_m3x3_d2,F_sc_d2 |p_aty3_i3_o18_n3_fty10  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0035% c:8.76185864000000 o:8.7615538  
         -_T_m2x2,F_sc_d3 |p_aty3_i3_o18_n0_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.006% c:1.12160423650000 o:1.1216712  
         -_T_m3x3,F_sc_d3 |p_aty3_i3_o18_n1_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0006% c:9.90759600220000 o:9.9076529  
         -_F_m2x2_d3,F_sc_d3 |p_aty3_i3_o18_n4_fty15  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0034% c:10.1468380464160 o:10.146496  
         -_F_m3x3_d3,F_sc_d3 |p_aty3_i3_o18_n5_fty15  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0017% c:9.79539384268800 o:9.7955589  
 PASS:cmd: 2 0 - subtraction_trace |3_18- vis15 A:16|16 ran: 16|120 cumulative: 1728  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1728cross product_trace |3_19  
 PASS:cmd: 2 0 - cross product_trace |3_19- vis15 ran: 0|120 cumulative: 1728  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1728outer product_trace |3_20  
 PASS:cmd: 2 0 - outer product_trace |3_20- vis15 ran: 0|120 cumulative: 1728  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1728inner product_trace |3_21  
 PASS:cmd: 2 0 - inner product_trace |3_21- vis15 ran: 0|120 cumulative: 1728  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1728multiplication_trace |3_22  
         -_T_m2x2,T_sc |p_aty3_i3_o22_n0_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_sc |p_aty3_i3_o22_n1_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_sc |p_aty3_i3_o22_n2_fty0  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0002 0.0008% c:36.4038555600000 o:36.403549  
         -_F_m3x3_d2,T_sc |p_aty3_i3_o22_n3_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0014% c:8.63028100000000 o:8.6301575  
         -_F_m2x2_d3,T_sc |p_aty3_i3_o22_n4_fty0  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0004 0.0013% c:55.3406045335000 o:55.339909  
         -_F_m3x3_d3,T_sc |p_aty3_i3_o22_n5_fty0  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0012% c:34.0450099360000 o:34.044613  
         -_T_m2x2,T_v2 |p_aty3_i3_o22_n0_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_v2 |p_aty3_i3_o22_n1_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_v2 |p_aty3_i3_o22_n2_fty1  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0002 0.0006% c:50.1957024000000 o:50.195381  
         -_F_m3x3_d2,T_v2 |p_aty3_i3_o22_n3_fty1  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0014% c:34.2264192000000 o:34.225929  
         -_F_m2x2_d3,T_v2 |p_aty3_i3_o22_n4_fty1  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0003 0.0027% c:32.7604256000000 o:32.759544  
         -_F_m3x3_d3,T_v2 |p_aty3_i3_o22_n5_fty1  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0007 0.002% c:68.2349875970560 o:68.236328  
         -_T_m2x2,T_v3 |p_aty3_i3_o22_n0_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_v3 |p_aty3_i3_o22_n1_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_v3 |p_aty3_i3_o22_n2_fty2  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0025% c:23.7706526000000 o:23.77005  
         -_F_m3x3_d2,T_v3 |p_aty3_i3_o22_n3_fty2  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0004 0.0022% c:58.2940800000000 o:58.292805  
         -_F_m2x2_d3,T_v3 |p_aty3_i3_o22_n4_fty2  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0003 0.0019% c:45.8609430582500 o:45.861794  
         -_F_m3x3_d3,T_v3 |p_aty3_i3_o22_n5_fty2  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0001 0.0026% c:22.0386400190720 o:22.038063  
         -_T_m2x2,T_m2x2 |p_aty3_i3_o22_n0_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_m2x2 |p_aty3_i3_o22_n1_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_m2x2 |p_aty3_i3_o22_n2_fty3  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0013% c:16.5695177600000 o:16.569298  
         -_F_m3x3_d2,T_m2x2 |p_aty3_i3_o22_n3_fty3  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0026% c:18.0739663200000 o:18.0735  
         -_F_m2x2_d3,T_m2x2 |p_aty3_i3_o22_n4_fty3  
         -Results: x0: X-0 A max diff: 0.0031 sumdiff: 0.0007 0.0039% c:79.2165535360000 o:79.213478  
         -_F_m3x3_d3,T_m2x2 |p_aty3_i3_o22_n5_fty3  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0003 0.0014% c:50.5798967304450 o:50.579182  
         -_T_m2x2,T_m3x3 |p_aty3_i3_o22_n0_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_m3x3 |p_aty3_i3_o22_n1_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_m3x3 |p_aty3_i3_o22_n2_fty4  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0003 0.0025% c:33.0781896000000 o:33.077374  
         -_F_m3x3_d2,T_m3x3 |p_aty3_i3_o22_n3_fty4  
         -Results: x0: X-0 A max diff: 0.0017 sumdiff: 0.0003 0.004% c:41.6348305000000 o:41.633156  
         -_F_m2x2_d3,T_m3x3 |p_aty3_i3_o22_n4_fty4  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0004 0.0028% c:47.0685622320000 o:47.067223  
         -_F_m3x3_d3,T_m3x3 |p_aty3_i3_o22_n5_fty4  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0011% c:43.5559845888000 o:43.55645  
         -_T_m2x2,T_m2x3 |p_aty3_i3_o22_n0_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_m2x3 |p_aty3_i3_o22_n1_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_m2x3 |p_aty3_i3_o22_n2_fty5  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0008% c:39.2275087500000 o:39.227821  
         -_F_m3x3_d2,T_m2x3 |p_aty3_i3_o22_n3_fty5  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0003 0.0033% c:41.8795896000000 o:41.878212  
         -_F_m2x2_d3,T_m2x3 |p_aty3_i3_o22_n4_fty5  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0004 0.0025% c:35.2530257638520 o:35.252129  
         -_F_m3x3_d3,T_m2x3 |p_aty3_i3_o22_n5_fty5  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0004 0.0014% c:78.4933259955200 o:78.492203  
         -_T_m2x2,T_m3x2 |p_aty3_i3_o22_n0_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_m3x2 |p_aty3_i3_o22_n1_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_m3x2 |p_aty3_i3_o22_n2_fty6  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0002 0.0016% c:62.1721200000000 o:62.17115  
         -_F_m3x3_d2,T_m3x2 |p_aty3_i3_o22_n3_fty6  
         -Results: x0: X-0 A max diff: 0.0012 sumdiff: 0.0003 0.0019% c:65.6162309500000 o:65.615013  
         -_F_m2x2_d3,T_m3x2 |p_aty3_i3_o22_n4_fty6  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0017% c:27.0725448000000 o:27.072075  
         -_F_m3x3_d3,T_m3x2 |p_aty3_i3_o22_n5_fty6  
         -Results: x0: X-0 A max diff: 0.0016 sumdiff: 0.0004 0.0021% c:74.4752259555000 o:74.473633  
         -_T_m2x2,T_t2x2x2 |p_aty3_i3_o22_n0_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_t2x2x2 |p_aty3_i3_o22_n1_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_t2x2x2 |p_aty3_i3_o22_n2_fty7  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0002 0.0023% c:33.0878800000000 o:33.087116  
         -_F_m3x3_d2,T_t2x2x2 |p_aty3_i3_o22_n3_fty7  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0003 0.0015% c:56.0777356800000 o:56.076904  
         -_F_m2x2_d3,T_t2x2x2 |p_aty3_i3_o22_n4_fty7  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0008% c:36.3560543488000 o:36.356358  
         -_F_m3x3_d3,T_t2x2x2 |p_aty3_i3_o22_n5_fty7  
         -Results: x0: X-0 A max diff: 0.0029 sumdiff: 0.0006 0.0034% c:85.0868554646400 o:85.083969  
         -_T_m2x2,T_t3x3x3 |p_aty3_i3_o22_n0_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_t3x3x3 |p_aty3_i3_o22_n1_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_t3x3x3 |p_aty3_i3_o22_n2_fty8  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0025% c:12.1580400000000 o:12.157736  
         -_F_m3x3_d2,T_t3x3x3 |p_aty3_i3_o22_n3_fty8  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0003 0.0017% c:58.8063200000000 o:58.805321  
         -_F_m2x2_d3,T_t3x3x3 |p_aty3_i3_o22_n4_fty8  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0003 0.0027% c:33.2198846000000 o:33.21899  
         -_F_m3x3_d3,T_t3x3x3 |p_aty3_i3_o22_n5_fty8  
         -Results: x0: X-0 A max diff: 0.0022 sumdiff: 0.0004 0.0033% c:66.0843759660000 o:66.082214  
         -_T_m2x2,F_sc_d1 |p_aty3_i3_o22_n0_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0014% c:9.20080000000000 o:9.2006702  
         -_T_m3x3,F_sc_d1 |p_aty3_i3_o22_n1_fty9  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0018% c:18.3708000000000 o:18.370468  
         -_T_m2x2,F_sc_d2 |p_aty3_i3_o22_n0_fty10  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0028% c:14.0479360000000 o:14.047538  
         -_T_m3x3,F_sc_d2 |p_aty3_i3_o22_n1_fty10  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0017% c:24.7770240000000 o:24.776609  
         -_F_m2x2_d2,F_sc_d2 |p_aty3_i3_o22_n2_fty10  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0003 0.0024% c:33.0005669132336 o:32.999783  
         -_F_m3x3_d2,F_sc_d2 |p_aty3_i3_o22_n3_fty10  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0004 0.0058% c:24.0791379373053 o:24.077749  
         -_T_m2x2,F_v2_d2 |p_aty3_i3_o22_n0_fty11  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0013% c:41.1068257600000 o:41.107368  
         -_T_m3x3,F_v2_d2 |p_aty3_i3_o22_n1_fty11  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0016% c:20.5437069600000 o:20.543369  
         -_F_m2x2_d2,F_v2_d2 |p_aty3_i3_o22_n2_fty11  
         -Results: x0: X-0 A max diff: 0.0035 sumdiff: 0.0015 0.0029% c:119.855180377988 o:119.85867  
         -_F_m3x3_d2,F_v2_d2 |p_aty3_i3_o22_n3_fty11  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0004 0.0022% c:48.3360641465249 o:48.335018  
         -_T_m2x2,F_v3_d2 |p_aty3_i3_o22_n0_fty12  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0002 0.0015% c:60.9193188800000 o:60.91843  
         -_T_m3x3,F_v3_d2 |p_aty3_i3_o22_n1_fty12  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0023% c:10.9769651200000 o:10.976715  
         -_F_m2x2_d2,F_v3_d2 |p_aty3_i3_o22_n2_fty12  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0003 0.0029% c:32.0294488271631 o:32.02853  
         -_F_m3x3_d2,F_v3_d2 |p_aty3_i3_o22_n3_fty12  
         -Results: x0: X-0 A max diff: 0.0043 sumdiff: 0.002 0.006% c:70.8296084152594 o:70.825356  
         -_T_m2x2,F_m2x2_d2 |p_aty3_i3_o22_n0_fty13  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0025% c:17.4105975600000 o:17.411037  
         -_T_m3x3,F_m2x2_d2 |p_aty3_i3_o22_n1_fty13  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0015% c:27.9183572000000 o:27.917927  
         -_F_m2x2_d2,F_m2x2_d2 |p_aty3_i3_o22_n2_fty13  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0002 0.0013% c:78.8636917325000 o:78.862686  
         -_F_m3x3_d2,F_m2x2_d2 |p_aty3_i3_o22_n3_fty13  
         -Results: x0: X-0 A max diff: 0.0054 sumdiff: 0.0012 0.0026% c:203.633223664353 o:203.62787  
         -_T_m2x2,F_m3x3_d2 |p_aty3_i3_o22_n0_fty14  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0021% c:23.0341888000000 o:23.033709  
         -_T_m3x3,F_m3x3_d2 |p_aty3_i3_o22_n1_fty14  
         -Results: x0: X-0 A max diff: 0.0012 sumdiff: 0.0003 0.0016% c:72.2706022400000 o:72.269417  
         -_F_m2x2_d2,F_m3x3_d2 |p_aty3_i3_o22_n2_fty14  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0003 0.0033% c:41.2773915861731 o:41.278751  
         -_F_m3x3_d2,F_m3x3_d2 |p_aty3_i3_o22_n3_fty14  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0003 0.0031% c:46.0185816905679 o:46.017143  
         -_T_m2x2,F_sc_d3 |p_aty3_i3_o22_n0_fty15  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0037% c:5.24306055168000 o:5.242866  
         -_T_m3x3,F_sc_d3 |p_aty3_i3_o22_n1_fty15  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0016% c:27.8453668600400 o:27.845821  
         -_F_m2x2_d3,F_sc_d3 |p_aty3_i3_o22_n4_fty15  
         -Results: x0: X-0 A max diff: 0.0026 sumdiff: 0.0011 0.0038% c:67.8790902639272 o:67.876511  
         -_F_m3x3_d3,F_sc_d3 |p_aty3_i3_o22_n5_fty15  
         -Results: x0: X-0 A max diff: 0.0023 sumdiff: 0.0007 0.003% c:75.7128394134007 o:75.710541  
         -_T_m2x2,F_v2_d3 |p_aty3_i3_o22_n0_fty16  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0002 0.0015% c:49.4765790799840 o:49.47583  
         -_T_m3x3,F_v2_d3 |p_aty3_i3_o22_n1_fty16  
         -Results: x0: X-0 A max diff: 0.0024 sumdiff: 0.0008 0.0022% c:107.946160951328 o:107.9438  
         -_F_m2x2_d3,F_v2_d3 |p_aty3_i3_o22_n4_fty16  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0005 0.0026% c:54.4254487880252 o:54.424011  
         -_F_m3x3_d3,F_v2_d3 |p_aty3_i3_o22_n5_fty16  
         -Results: x0: X-0 A max diff: 0.0036 sumdiff: 0.0008 0.0029% c:127.386317705167 o:127.38268  
         -_T_m2x2,F_v3_d3 |p_aty3_i3_o22_n0_fty17  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0004 0.0015% c:66.5543718400000 o:66.555367  
         -_T_m3x3,F_v3_d3 |p_aty3_i3_o22_n1_fty17  
         -Results: x0: X-0 A max diff: 0.0012 sumdiff: 0.0004 0.002% c:58.3284978316800 o:58.327339  
         -_F_m2x2_d3,F_v3_d3 |p_aty3_i3_o22_n4_fty17  
         -Results: x0: X-0 A max diff: 0.0034 sumdiff: 0.0005 0.0073% c:46.3451189086692 o:46.34174  
         -_F_m3x3_d3,F_v3_d3 |p_aty3_i3_o22_n5_fty17  
         -Results: x0: X-0 A max diff: 0.0046 sumdiff: 0.0008 0.0053% c:86.8357965940195 o:86.831192  
         -_T_m2x2,F_m2x2_d3 |p_aty3_i3_o22_n0_fty18  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0002 0.001% c:36.5885781760000 o:36.58823  
         -_T_m3x3,F_m2x2_d3 |p_aty3_i3_o22_n1_fty18  
         -Results: x0: X-0 A max diff: 0.0025 sumdiff: 0.0006 0.0027% c:91.7155506000000 o:91.713089  
         -_F_m2x2_d3,F_m2x2_d3 |p_aty3_i3_o22_n4_fty18  
         -Results: x0: X-0 A max diff: 0.0036 sumdiff: 0.0006 0.0026% c:136.756352521239 o:136.75275  
         -_F_m3x3_d3,F_m2x2_d3 |p_aty3_i3_o22_n5_fty18  
         -Results: x0: X-0 A max diff: 0.0053 sumdiff: 0.0021 0.0045% c:117.638068820001 o:117.63275  
         -_T_m2x2,F_m3x3_d3 |p_aty3_i3_o22_n0_fty19  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0003 0.0027% c:27.7416878067200 o:27.740946  
         -_T_m3x3,F_m3x3_d3 |p_aty3_i3_o22_n1_fty19  
         -Results: x0: X-0 A max diff: 0.0019 sumdiff: 0.0006 0.0036% c:52.0265434323200 o:52.02467  
         -_F_m2x2_d3,F_m3x3_d3 |p_aty3_i3_o22_n4_fty19  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0003 0.0031% c:26.5820078363224 o:26.581184  
         -_F_m3x3_d3,F_m3x3_d3 |p_aty3_i3_o22_n5_fty19  
         -Results: x0: X-0 A max diff: 0.0065 sumdiff: 0.0016 0.0067% c:96.4047025437846 o:96.398247  
 PASS:cmd: 2 0 - multiplication_trace |3_22- vis15 A:96|96 ran: 96|120 cumulative: 1824  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1824division_trace |3_23  
         -_T_m2x2,T_sc |p_aty3_i3_o23_n0_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_sc |p_aty3_i3_o23_n1_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_sc |p_aty3_i3_o23_n2_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0019% c:3.89573374500000 o:3.895659  
         -_F_m3x3_d2,T_sc |p_aty3_i3_o23_n3_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0012% c:2.50208576000000 o:2.5021157  
         -_F_m2x2_d3,T_sc |p_aty3_i3_o23_n4_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.002% c:5.72023946000000 o:5.7201252  
         -_F_m3x3_d3,T_sc |p_aty3_i3_o23_n5_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0024% c:4.79549959323200 o:4.7953854  
         -_T_m2x2,F_sc_d1 |p_aty3_i3_o23_n0_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.002% c:2.48712027003020 o:2.4871709  
         -_T_m3x3,F_sc_d1 |p_aty3_i3_o23_n1_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0016% c:1.41083521444695 o:1.4108578  
         -_T_m2x2,F_sc_d2 |p_aty3_i3_o23_n0_fty10  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0001 0.0035% c:16.2351521078166 o:16.235725  
         -_T_m3x3,F_sc_d2 |p_aty3_i3_o23_n1_fty10  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0028% c:12.8235190667409 o:12.823876  
         -_F_m2x2_d2,F_sc_d2 |p_aty3_i3_o23_n2_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m3x3_d2,F_sc_d2 |p_aty3_i3_o23_n3_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:1.85417524890940 o:1.8541707  
         -_T_m2x2,F_sc_d3 |p_aty3_i3_o23_n0_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0016% c:1.66968086326784 o:1.6696538  
         -_T_m3x3,F_sc_d3 |p_aty3_i3_o23_n1_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d3,F_sc_d3 |p_aty3_i3_o23_n4_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:2.45572817252493 o:2.455729  
         -_F_m3x3_d3,F_sc_d3 |p_aty3_i3_o23_n5_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:4.88493657534746 o:4.8849525  
 PASS:cmd: 2 0 - division_trace |3_23- vis15 A:16|16 ran: 16|120 cumulative: 1840  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1840modulate_trace |3_24  
 PASS:cmd: 2 0 - modulate_trace |3_24- vis15 ran: 0|120 cumulative: 1840  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1840op_doubledot_trace |3_25  
 PASS:cmd: 2 0 - op_doubledot_trace |3_25- vis15 ran: 0|120 cumulative: 1840  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1840  
   
 transpose |4neg_transpose |4_0  
         -_T_m2x2 |p_aty3_i4_o0_n0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3 |p_aty3_i4_o0_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2 |p_aty3_i4_o0_n2  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0014% c:-5.68710000000000 o:-5.6871815  
         -_F_m3x3_d2 |p_aty3_i4_o0_n3  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0021% c:-4.40942256000000 o:-4.4093299  
         -_F_m2x2_d3 |p_aty3_i4_o0_n4  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0019% c:-4.99156700000000 o:-4.9914722  
         -_F_m3x3_d3 |p_aty3_i4_o0_n5  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0016% c:-8.99719508160000 o:-8.9970484  
 PASS:cmd: 2 0 - neg_transpose |4_0- vis15 A:6|6 ran: 6|6 cumulative: 1846  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1846norm_transpose |4_1  
         -_T_m2x2 |p_aty3_i4_o1_n0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3 |p_aty3_i4_o1_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:7*sqrt(2) o:9.8994951  
         -_F_m2x2_d2 |p_aty3_i4_o1_n2  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0023% c:11.4912990325209 o:11.49103  
         -_F_m3x3_d2 |p_aty3_i4_o1_n3  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0013% c:12.2142426303139 o:12.214082  
         -_F_m2x2_d3 |p_aty3_i4_o1_n4  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0014% c:10.8467267350647 o:10.846578  
         -_F_m3x3_d3 |p_aty3_i4_o1_n5  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0008% c:20.3471985105018 o:20.34704  
 PASS:cmd: 2 0 - norm_transpose |4_1- vis15 A:6|6 ran: 6|6 cumulative: 1852  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1852normalize_transpose |4_2  
         -_T_m2x2 |p_aty3_i4_o2_n0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:5*sqrt(66)/66 o:0.61545742  
         -_T_m3x3 |p_aty3_i4_o2_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:3*sqrt(29)/58 o:0.278543  
         -_F_m2x2_d2 |p_aty3_i4_o2_n2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:0.416356522455519 o:0.4163554  
         -_F_m3x3_d2 |p_aty3_i4_o2_n3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.001% c:0.0849283104868585 o:0.08492744  
         -_F_m2x2_d3 |p_aty3_i4_o2_n4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.004% c:0.0995127094813595 o:0.099508747  
         -_F_m3x3_d3 |p_aty3_i4_o2_n5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0049% c:0.0358798683737464 o:0.035878111  
 PASS:cmd: 2 0 - normalize_transpose |4_2- vis15 A:6|6 ran: 6|6 cumulative: 1858  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1858trace_transpose |4_3  
         -_T_m2x2 |p_aty3_i4_o3_n0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3 |p_aty3_i4_o3_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2 |p_aty3_i4_o3_n2  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0027% c:9.67309824000000 o:9.6728344  
         -_F_m3x3_d2 |p_aty3_i4_o3_n3  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0014% c:10.7091557200000 o:10.709006  
         -_F_m2x2_d3 |p_aty3_i4_o3_n4  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0014% c:5.77470861873600 o:5.7747879  
         -_F_m3x3_d3 |p_aty3_i4_o3_n5  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0039% c:6.49027487820800 o:6.4900241  
 PASS:cmd: 2 0 - trace_transpose |4_3- vis15 A:6|6 ran: 6|6 cumulative: 1864  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1864transpose_transpose |4_4  
         -_T_m2x2 |p_aty3_i4_o4_n0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3 |p_aty3_i4_o4_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2 |p_aty3_i4_o4_n2  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0016% c:4.96200000000000 o:4.9620805  
         -_F_m3x3_d2 |p_aty3_i4_o4_n3  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0022% c:7.49880000000000 o:7.4986362  
         -_F_m2x2_d3 |p_aty3_i4_o4_n4  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0024% c:5.69251799860000 o:5.6923842  
         -_F_m3x3_d3 |p_aty3_i4_o4_n5  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.002% c:3.40063044758400 o:3.4006984  
 PASS:cmd: 2 0 - transpose_transpose |4_4- vis15 A:6|6 ran: 6|6 cumulative: 1870  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1870det_transpose |4_5  
         -_T_m2x2 |p_aty3_i4_o5_n0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3 |p_aty3_i4_o5_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2 |p_aty3_i4_o5_n2  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0013% c:-9.14600842089600 o:-9.1458931  
         -_F_m3x3_d2 |p_aty3_i4_o5_n3  
         -Results: x0: X-0 A max diff: 0.006 sumdiff: 0.0013 0.0053% c:113.586305701872 o:113.59234  
         -_F_m2x2_d3 |p_aty3_i4_o5_n4  
         -Results: x0: X-0 A max diff: 0.002 sumdiff: 0.0006 0.004% c:49.4322634209576 o:49.430294  
         -_F_m3x3_d3 |p_aty3_i4_o5_n5  
         -Results: x0: X-0 A max diff: 0.0028 sumdiff: 0.0011 0.0075% c:37.6389448258863 o:37.636131  
 PASS:cmd: 2 0 - det_transpose |4_5- vis15 A:6|6 ran: 6|6 cumulative: 1876  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1876probe_transpose |4_6  
         -_T_m2x2 |p_aty3_i4_o6_n0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3 |p_aty3_i4_o6_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2 |p_aty3_i4_o6_n2  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0019% c:6.45788672000000 o:6.4580121  
         -_F_m3x3_d2 |p_aty3_i4_o6_n3  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0014% c:5.48240000000000 o:5.4823232  
         -_F_m2x2_d3 |p_aty3_i4_o6_n4  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0012% c:8.45670955520300 o:8.4566069  
         -_F_m3x3_d3 |p_aty3_i4_o6_n5  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0033% c:4.08168627200000 o:4.0815511  
 PASS:cmd: 2 0 - probe_transpose |4_6- vis15 A:6|6 ran: 6|6 cumulative: 1882  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1882grad_transpose |4_7  
 PASS:cmd: 2 0 - grad_transpose |4_7- vis15 ran: 0|6 cumulative: 1882  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1882div_transpose |4_8  
 PASS:cmd: 2 0 - div_transpose |4_8- vis15 ran: 0|6 cumulative: 1882  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1882curl_transpose |4_9  
 PASS:cmd: 2 0 - curl_transpose |4_9- vis15 ran: 0|6 cumulative: 1882  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1882jacob_transpose |4_10  
 PASS:cmd: 2 0 - jacob_transpose |4_10- vis15 ran: 0|6 cumulative: 1882  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1882slicem0_transpose |4_11  
         -_T_m2x2 |p_aty3_i4_o11_n0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3 |p_aty3_i4_o11_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2 |p_aty3_i4_o11_n2  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0025% c:5.24470644000000 o:5.2445741  
         -_F_m3x3_d2 |p_aty3_i4_o11_n3  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0023% c:4.74355163000000 o:4.7436595  
         -_F_m2x2_d3 |p_aty3_i4_o11_n4  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0026% c:5.31760651880000 o:5.3174686  
         -_F_m3x3_d3 |p_aty3_i4_o11_n5  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0029% c:4.47967803732800 o:4.4795475  
 PASS:cmd: 2 0 - slicem0_transpose |4_11- vis15 A:6|6 ran: 6|6 cumulative: 1888  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1888slicem1_transpose |4_12  
         -_T_m2x2 |p_aty3_i4_o12_n0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3 |p_aty3_i4_o12_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2 |p_aty3_i4_o12_n2  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.003% c:5.19598863000000 o:5.1958318  
         -_F_m3x3_d2 |p_aty3_i4_o12_n3  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0015% c:4.48589736000000 o:4.4858308  
         -_F_m2x2_d3 |p_aty3_i4_o12_n4  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0026% c:4.70629775680000 o:4.7061739  
         -_F_m3x3_d3 |p_aty3_i4_o12_n5  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0021% c:5.08025600000000 o:5.0803628  
 PASS:cmd: 2 0 - slicem1_transpose |4_12- vis15 A:6|6 ran: 6|6 cumulative: 1894  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1894slicev0_transpose |4_13  
 PASS:cmd: 2 0 - slicev0_transpose |4_13- vis15 ran: 0|6 cumulative: 1894  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1894slicev1_transpose |4_14  
 PASS:cmd: 2 0 - slicev1_transpose |4_14- vis15 ran: 0|6 cumulative: 1894  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1894slicet0_transpose |4_15  
 PASS:cmd: 2 0 - slicet0_transpose |4_15- vis15 ran: 0|6 cumulative: 1894  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1894slicet1_transpose |4_16  
 PASS:cmd: 2 0 - slicet1_transpose |4_16- vis15 ran: 0|6 cumulative: 1894  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1894addition_transpose |4_17  
         -_T_m2x2,T_m2x2 |p_aty3_i4_o17_n0_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_m2x2 |p_aty3_i4_o17_n2_fty3  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0016% c:6.53123172000000 o:6.5313368  
         -_F_m2x2_d3,T_m2x2 |p_aty3_i4_o17_n4_fty3  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0012% c:10.1710175234500 o:10.170891  
         -_T_m3x3,T_m3x3 |p_aty3_i4_o17_n1_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m3x3_d2,T_m3x3 |p_aty3_i4_o17_n3_fty4  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0014% c:9.88057600000000 o:9.8804369  
         -_F_m3x3_d3,T_m3x3 |p_aty3_i4_o17_n5_fty4  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0022% c:8.25775844652800 o:8.2575798  
         -_T_m2x2,F_m2x2_d2 |p_aty3_i4_o17_n0_fty13  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0024% c:6.81348664000000 o:6.8133249  
         -_F_m2x2_d2,F_m2x2_d2 |p_aty3_i4_o17_n2_fty13  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0022% c:11.2932834400000 o:11.293034  
         -_T_m3x3,F_m3x3_d2 |p_aty3_i4_o17_n1_fty14  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0008% c:10.6145960000000 o:10.614506  
         -_F_m3x3_d2,F_m3x3_d2 |p_aty3_i4_o17_n3_fty14  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0017% c:7.04457120000000 o:7.0444489  
         -_T_m2x2,F_m2x2_d3 |p_aty3_i4_o17_n0_fty18  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0008% c:8.89569079050000 o:8.8956203  
         -_F_m2x2_d3,F_m2x2_d3 |p_aty3_i4_o17_n4_fty18  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0019% c:16.9891282407200 o:16.98881  
         -_T_m3x3,F_m3x3_d3 |p_aty3_i4_o17_n1_fty19  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.003% c:10.0415374526080 o:10.041233  
         -_F_m3x3_d3,F_m3x3_d3 |p_aty3_i4_o17_n5_fty19  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0023% c:9.97431485440000 o:9.9740887  
 PASS:cmd: 2 0 - addition_transpose |4_17- vis15 A:14|14 ran: 14|120 cumulative: 1908  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1908subtraction_transpose |4_18  
         -_T_m2x2,T_m2x2 |p_aty3_i4_o18_n0_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_m2x2 |p_aty3_i4_o18_n2_fty3  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0059% c:2.49968175000000 o:2.4995351  
         -_F_m2x2_d3,T_m2x2 |p_aty3_i4_o18_n4_fty3  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0179% c:-0.656009113520000 o:-0.65612626  
         -_T_m3x3,T_m3x3 |p_aty3_i4_o18_n1_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m3x3_d2,T_m3x3 |p_aty3_i4_o18_n3_fty4  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0161% c:0.427405480000000 o:0.42733669  
         -_F_m3x3_d3,T_m3x3 |p_aty3_i4_o18_n5_fty4  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0035% c:3.17231472600000 o:3.1722035  
         -_T_m2x2,F_m2x2_d2 |p_aty3_i4_o18_n0_fty13  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0223% c:0.407109500000000 o:0.40720034  
         -_F_m2x2_d2,F_m2x2_d2 |p_aty3_i4_o18_n2_fty13  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0013% c:-2.59164224000000 o:-2.5916765  
         -_T_m3x3,F_m3x3_d2 |p_aty3_i4_o18_n1_fty14  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0016% c:-4.51566800000000 o:-4.5157418  
         -_F_m3x3_d2,F_m3x3_d2 |p_aty3_i4_o18_n3_fty14  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0017% c:4.22463000000000 o:4.2247033  
         -_T_m2x2,F_m2x2_d3 |p_aty3_i4_o18_n0_fty18  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0035% c:-2.71888936960000 o:-2.7187953  
         -_F_m2x2_d3,F_m2x2_d3 |p_aty3_i4_o18_n4_fty18  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0007% c:-4.12193150949200 o:-4.1219602  
         -_T_m3x3,F_m3x3_d3 |p_aty3_i4_o18_n1_fty19  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0014% c:-4.15325134240000 o:-4.1533084  
         -_F_m3x3_d3,F_m3x3_d3 |p_aty3_i4_o18_n5_fty19  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0025% c:-5.36422874880000 o:-5.3640924  
 PASS:cmd: 2 0 - subtraction_transpose |4_18- vis15 A:14|14 ran: 14|120 cumulative: 1922  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1922cross product_transpose |4_19  
 PASS:cmd: 2 0 - cross product_transpose |4_19- vis15 ran: 0|120 cumulative: 1922  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1922outer product_transpose |4_20  
         -_T_m2x2,T_v2 |p_aty3_i4_o20_n0_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_v2 |p_aty3_i4_o20_n2_fty1  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.002% c:10.5702425600000 o:10.570029  
         -_F_m2x2_d3,T_v2 |p_aty3_i4_o20_n4_fty1  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0003 0.0028% c:24.8461004760160 o:24.846796  
         -_T_m3x3,T_v3 |p_aty3_i4_o20_n1_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m3x3_d2,T_v3 |p_aty3_i4_o20_n3_fty2  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0018% c:22.3781050000000 o:22.378513  
         -_F_m3x3_d3,T_v3 |p_aty3_i4_o20_n5_fty2  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0016% c:21.2613709824000 o:21.261034  
         -_T_m2x2,F_v2_d2 |p_aty3_i4_o20_n0_fty11  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0002 0.0015% c:47.9924168000000 o:47.991673  
         -_F_m2x2_d2,F_v2_d2 |p_aty3_i4_o20_n2_fty11  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0004 0.0029% c:36.0374362441940 o:36.036377  
         -_T_m3x3,F_v3_d2 |p_aty3_i4_o20_n1_fty12  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0014% c:24.9025000000000 o:24.902847  
         -_F_m3x3_d2,F_v3_d2 |p_aty3_i4_o20_n3_fty12  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0002 0.0015% c:66.2662282462102 o:66.26722  
         -_T_m2x2,F_v2_d3 |p_aty3_i4_o20_n0_fty16  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.001% c:39.8233457376000 o:39.823757  
         -_F_m2x2_d3,F_v2_d3 |p_aty3_i4_o20_n4_fty16  
         -Results: x0: X-0 A max diff: 0.0015 sumdiff: 0.0005 0.0038% c:40.6697817600000 o:40.668236  
         -_T_m3x3,F_v3_d3 |p_aty3_i4_o20_n1_fty17  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.002% c:25.9085145281250 o:25.908009  
         -_F_m3x3_d3,F_v3_d3 |p_aty3_i4_o20_n5_fty17  
         -Results: x0: X-0 A max diff: 0.0022 sumdiff: 0.0004 0.0022% c:102.992316616000 o:102.99008  
 PASS:cmd: 2 0 - outer product_transpose |4_20- vis15 A:14|14 ran: 14|120 cumulative: 1936  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1936inner product_transpose |4_21  
         -_T_m2x2,T_v2 |p_aty3_i4_o21_n0_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_v2 |p_aty3_i4_o21_n2_fty1  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0017% c:26.6714668000000 o:26.671013  
         -_F_m2x2_d3,T_v2 |p_aty3_i4_o21_n4_fty1  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0003 0.0022% c:34.5482605048320 o:34.549034  
         -_T_m3x3,T_v3 |p_aty3_i4_o21_n1_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m3x3_d2,T_v3 |p_aty3_i4_o21_n3_fty2  
         -Results: x0: X-0 A max diff: 0.0012 sumdiff: 0.0004 0.0019% c:62.8061286400000 o:62.804962  
         -_F_m3x3_d3,T_v3 |p_aty3_i4_o21_n5_fty2  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0004 0.0018% c:63.6678351338120 o:63.668957  
         -_T_m2x2,T_m2x2 |p_aty3_i4_o21_n0_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_m2x2 |p_aty3_i4_o21_n2_fty3  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0003 0.0021% c:40.7974560000000 o:40.796616  
         -_F_m2x2_d3,T_m2x2 |p_aty3_i4_o21_n4_fty3  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0013% c:38.4617799797760 o:38.461277  
         -_T_m3x3,T_m3x3 |p_aty3_i4_o21_n1_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m3x3_d2,T_m3x3 |p_aty3_i4_o21_n3_fty4  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0003 0.0026% c:49.7685264000000 o:49.767239  
         -_F_m3x3_d3,T_m3x3 |p_aty3_i4_o21_n5_fty4  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0002 0.0019% c:37.5334622327680 o:37.532745  
         -_T_m2x2,T_m2x3 |p_aty3_i4_o21_n0_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_m2x3 |p_aty3_i4_o21_n2_fty5  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.001% c:20.7775388800000 o:20.777744  
         -_F_m2x2_d3,T_m2x3 |p_aty3_i4_o21_n4_fty5  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0021% c:26.7115290000000 o:26.712101  
         -_T_m3x3,T_m3x2 |p_aty3_i4_o21_n1_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m3x3_d2,T_m3x2 |p_aty3_i4_o21_n3_fty6  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0003 0.0014% c:72.2170707200000 o:72.216072  
         -_F_m3x3_d3,T_m3x2 |p_aty3_i4_o21_n5_fty6  
         -Results: x0: X-0 A max diff: 0.0017 sumdiff: 0.0004 0.0039% c:42.3239502344320 o:42.322281  
         -_T_m2x2,T_t2x2x2 |p_aty3_i4_o21_n0_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_t2x2x2 |p_aty3_i4_o21_n2_fty7  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0003 0.0026% c:37.3025840800000 o:37.301613  
         -_F_m2x2_d3,T_t2x2x2 |p_aty3_i4_o21_n4_fty7  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0002 0.0027% c:30.0970792800000 o:30.09626  
         -_T_m3x3,T_t3x3x3 |p_aty3_i4_o21_n1_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m3x3_d2,T_t3x3x3 |p_aty3_i4_o21_n3_fty8  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0002 0.002% c:55.9002689600000 o:55.899178  
         -_F_m3x3_d3,T_t3x3x3 |p_aty3_i4_o21_n5_fty8  
         -Results: x0: X-0 A max diff: 0.0015 sumdiff: 0.0004 0.003% c:50.4854748672000 o:50.483978  
         -_T_m2x2,F_v2_d2 |p_aty3_i4_o21_n0_fty11  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0029% c:17.3010504000000 o:17.300552  
         -_F_m2x2_d2,F_v2_d2 |p_aty3_i4_o21_n2_fty11  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0004 0.0026% c:31.8108134400000 o:31.811642  
         -_T_m3x3,F_v3_d2 |p_aty3_i4_o21_n1_fty12  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0002 0.0014% c:51.2792500000000 o:51.278515  
         -_F_m3x3_d2,F_v3_d2 |p_aty3_i4_o21_n3_fty12  
         -Results: x0: X-0 A max diff: 0.0022 sumdiff: 0.0009 0.0039% c:55.6000284634560 o:55.597862  
         -_T_m2x2,F_m2x2_d2 |p_aty3_i4_o21_n0_fty13  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0003 0.0021% c:65.6816363500000 o:65.683014  
         -_F_m2x2_d2,F_m2x2_d2 |p_aty3_i4_o21_n2_fty13  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0014% c:39.1620933569089 o:39.161552  
         -_T_m3x3,F_m3x3_d2 |p_aty3_i4_o21_n1_fty14  
         -Results: x0: X-0 A max diff: 0.0017 sumdiff: 0.0006 0.0028% c:60.1150115200000 o:60.113308  
         -_F_m3x3_d2,F_m3x3_d2 |p_aty3_i4_o21_n3_fty14  
         -Results: x0: X-0 A max diff: 0.0052 sumdiff: 0.001 0.0039% c:134.170493488479 o:134.16525  
         -_T_m2x2,F_v2_d3 |p_aty3_i4_o21_n0_fty16  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0003 0.0023% c:29.4391566540800 o:29.438486  
         -_F_m2x2_d3,F_v2_d3 |p_aty3_i4_o21_n4_fty16  
         -Results: x0: X-0 A max diff: 0.0032 sumdiff: 0.0013 0.0049% c:65.1548260846733 o:65.151657  
         -_T_m3x3,F_v3_d3 |p_aty3_i4_o21_n1_fty17  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.002% c:30.5322967075000 o:30.532894  
         -_F_m3x3_d3,F_v3_d3 |p_aty3_i4_o21_n5_fty17  
         -Results: x0: X-0 A max diff: 0.0035 sumdiff: 0.001 0.005% c:68.9098378934701 o:68.906372  
         -_T_m2x2,F_m2x2_d3 |p_aty3_i4_o21_n0_fty18  
         -Results: x0: X-0 A max diff: 0.0015 sumdiff: 0.0004 0.0019% c:76.0568575801000 o:76.055382  
         -_F_m2x2_d3,F_m2x2_d3 |p_aty3_i4_o21_n4_fty18  
         -Results: x0: X-0 A max diff: 0.0017 sumdiff: 0.0006 0.0028% c:60.7109308614335 o:60.712601  
         -_T_m3x3,F_m3x3_d3 |p_aty3_i4_o21_n1_fty19  
         -Results: x0: X-0 A max diff: 0.0019 sumdiff: 0.0005 0.0016% c:115.927519690625 o:115.92561  
         -_F_m3x3_d3,F_m3x3_d3 |p_aty3_i4_o21_n5_fty19  
         -Results: x0: X-0 A max diff: 0.0054 sumdiff: 0.0014 0.002% c:274.943303814720 o:274.93793  
 PASS:cmd: 2 0 - inner product_transpose |4_21- vis15 A:40|40 ran: 40|120 cumulative: 1976  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1976multiplication_transpose |4_22  
         -_T_m2x2,T_sc |p_aty3_i4_o22_n0_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_sc |p_aty3_i4_o22_n1_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_sc |p_aty3_i4_o22_n2_fty0  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0024% c:10.7479423200000 o:10.747684  
         -_F_m3x3_d2,T_sc |p_aty3_i4_o22_n3_fty0  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0014% c:12.7699091200000 o:12.769727  
         -_F_m2x2_d3,T_sc |p_aty3_i4_o22_n4_fty0  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.0022% c:26.7114344125000 o:26.710835  
         -_F_m3x3_d3,T_sc |p_aty3_i4_o22_n5_fty0  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0028% c:14.9579964241920 o:14.95758  
         -_T_m2x2,F_sc_d1 |p_aty3_i4_o22_n0_fty9  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0011% c:17.9187000000000 o:17.918503  
         -_T_m3x3,F_sc_d1 |p_aty3_i4_o22_n1_fty9  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0011% c:32.3780000000000 o:32.377628  
         -_T_m2x2,F_sc_d2 |p_aty3_i4_o22_n0_fty10  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0015% c:17.1559768000000 o:17.155727  
         -_T_m3x3,F_sc_d2 |p_aty3_i4_o22_n1_fty10  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0001 0.0028% c:24.4754400000000 o:24.474743  
         -_F_m2x2_d2,F_sc_d2 |p_aty3_i4_o22_n2_fty10  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0003 0.0036% c:23.6484547953820 o:23.647606  
         -_F_m3x3_d2,F_sc_d2 |p_aty3_i4_o22_n3_fty10  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0003 0.0036% c:36.4715128470553 o:36.470211  
         -_T_m2x2,F_sc_d3 |p_aty3_i4_o22_n0_fty15  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0028% c:16.3036755784800 o:16.303213  
         -_T_m3x3,F_sc_d3 |p_aty3_i4_o22_n1_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0014% c:9.81630453750000 o:9.8161678  
         -_F_m2x2_d3,F_sc_d3 |p_aty3_i4_o22_n4_fty15  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0003 0.0044% c:25.1473963939887 o:25.146288  
         -_F_m3x3_d3,F_sc_d3 |p_aty3_i4_o22_n5_fty15  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0007 0.0037% c:35.8700106412185 o:35.868679  
 PASS:cmd: 2 0 - multiplication_transpose |4_22- vis15 A:16|16 ran: 16|120 cumulative: 1992  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 1992division_transpose |4_23  
         -_T_m2x2,T_sc |p_aty3_i4_o23_n0_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:2/3 o:0.66666669  
         -_T_m3x3,T_sc |p_aty3_i4_o23_n1_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:3/5 o:0.60000002  
         -_F_m2x2_d2,T_sc |p_aty3_i4_o23_n2_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0013% c:2.17274666666667 o:2.1727746  
         -_F_m3x3_d2,T_sc |p_aty3_i4_o23_n3_fty0  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0026% c:8.11901600000000 o:8.1188011  
         -_F_m2x2_d3,T_sc |p_aty3_i4_o23_n4_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.002% c:2.36680777516667 o:2.3667603  
         -_F_m3x3_d3,T_sc |p_aty3_i4_o23_n5_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0019% c:0.877799687500000 o:0.87778282  
         -_T_m2x2,F_sc_d1 |p_aty3_i4_o23_n0_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0012% c:1.00682121372297 o:1.0068333  
         -_T_m3x3,F_sc_d1 |p_aty3_i4_o23_n1_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0012% c:3.35863505071539 o:3.3586755  
         -_T_m2x2,F_sc_d2 |p_aty3_i4_o23_n0_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0025% c:1.22940092040624 o:1.2294319  
         -_T_m3x3,F_sc_d2 |p_aty3_i4_o23_n1_fty10  
         -Results: x0: X-0 A max diff: 0.0058 sumdiff: 0.0005 0.0032% c:182.827389005493 o:182.83315  
         -_F_m2x2_d2,F_sc_d2 |p_aty3_i4_o23_n2_fty10  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0022% c:13.8158410096468 o:13.81614  
         -_F_m3x3_d2,F_sc_d2 |p_aty3_i4_o23_n3_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0003% c:0.841318164154488 o:0.8413204  
         -_T_m2x2,F_sc_d3 |p_aty3_i4_o23_n0_fty15  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0024% c:0.863766194034931 o:0.86378729  
         -_T_m3x3,F_sc_d3 |p_aty3_i4_o23_n1_fty15  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0043% c:8.43764882297150 o:8.4380093  
         -_F_m2x2_d3,F_sc_d3 |p_aty3_i4_o23_n4_fty15  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0019% c:9.66769049515656 o:9.6678782  
         -_F_m3x3_d3,F_sc_d3 |p_aty3_i4_o23_n5_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0013% c:9.02428572533702 o:9.0243988  
 PASS:cmd: 2 0 - division_transpose |4_23- vis15 A:16|16 ran: 16|120 cumulative: 2008  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2008modulate_transpose |4_24  
         -_T_m2x2,T_m2x2 |p_aty3_i4_o24_n0_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_m2x2 |p_aty3_i4_o24_n2_fty3  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0001 0.0015% c:36.8333992000000 o:36.832829  
         -_F_m2x2_d3,T_m2x2 |p_aty3_i4_o24_n4_fty3  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0002 0.0029% c:37.7629831760000 o:37.761875  
         -_T_m3x3,T_m3x3 |p_aty3_i4_o24_n1_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m3x3_d2,T_m3x3 |p_aty3_i4_o24_n3_fty4  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0 0.0018% c:14.9435449600000 o:14.943276  
         -_F_m3x3_d3,T_m3x3 |p_aty3_i4_o24_n5_fty4  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0017% c:22.3237361956000 o:22.323349  
         -_T_m2x2,F_m2x2_d2 |p_aty3_i4_o24_n0_fty13  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0016% c:13.2177496800000 o:13.217539  
         -_F_m2x2_d2,F_m2x2_d2 |p_aty3_i4_o24_n2_fty13  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0036% c:10.3621578041831 o:10.362532  
         -_T_m3x3,F_m3x3_d2 |p_aty3_i4_o24_n1_fty14  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.0018% c:24.8694968000000 o:24.869045  
         -_F_m3x3_d2,F_m3x3_d2 |p_aty3_i4_o24_n3_fty14  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0002 0.0035% c:26.6219744418742 o:26.622904  
         -_T_m2x2,F_m2x2_d3 |p_aty3_i4_o24_n0_fty18  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0016% c:17.7462579548160 o:17.746538  
         -_F_m2x2_d3,F_m2x2_d3 |p_aty3_i4_o24_n4_fty18  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0002 0.0034% c:28.0228504174120 o:28.023806  
         -_T_m3x3,F_m3x3_d3 |p_aty3_i4_o24_n1_fty19  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0001 0.0027% c:22.7124040704000 o:22.711784  
         -_F_m3x3_d3,F_m3x3_d3 |p_aty3_i4_o24_n5_fty19  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0002 0.0042% c:25.7562575827079 o:25.755171  
 PASS:cmd: 2 0 - modulate_transpose |4_24- vis15 A:14|14 ran: 14|120 cumulative: 2022  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2022op_doubledot_transpose |4_25  
         -_T_m2x2,T_m2x2 |p_aty3_i4_o25_n0_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_m2x2 |p_aty3_i4_o25_n2_fty3  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0006 0.0019% c:56.7481008800000 o:56.747002  
         -_F_m2x2_d3,T_m2x2 |p_aty3_i4_o25_n4_fty3  
         -Results: x0: X-0 A max diff: 0.0023 sumdiff: 0.0007 0.0025% c:90.6068481074320 o:90.604538  
         -_T_m3x3,T_m3x3 |p_aty3_i4_o25_n1_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m3x3_d2,T_m3x3 |p_aty3_i4_o25_n3_fty4  
         -Results: x0: X-0 A max diff: 0.0012 sumdiff: 0.0006 0.0018% c:69.0767206400000 o:69.075478  
         -_F_m3x3_d3,T_m3x3 |p_aty3_i4_o25_n5_fty4  
         -Results: x0: X-0 A max diff: 0.003 sumdiff: 0.0018 0.0011% c:262.144205669760 o:262.14124  
         -_T_m2x2,F_m2x2_d2 |p_aty3_i4_o25_n0_fty13  
         -Results: x0: X-0 A max diff: 0.0012 sumdiff: 0.0005 0.002% c:57.7469286400000 o:57.74575  
         -_F_m2x2_d2,F_m2x2_d2 |p_aty3_i4_o25_n2_fty13  
         -Results: x0: X-0 A max diff: 0.0065 sumdiff: 0.0026 0.0045% c:145.673150871126 o:145.66666  
         -_T_m3x3,F_m3x3_d2 |p_aty3_i4_o25_n1_fty14  
         -Results: x0: X-0 A max diff: 0.0033 sumdiff: 0.0013 0.0014% c:235.048597760000 o:235.0453  
         -_F_m3x3_d2,F_m3x3_d2 |p_aty3_i4_o25_n3_fty14  
         -Results: x0: X-0 A max diff: 0.0093 sumdiff: 0.0035 0.004% c:229.992668055484 o:229.98341  
         -_T_m2x2,F_m2x2_d3 |p_aty3_i4_o25_n0_fty18  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0004 0.0041% c:13.5253092352000 o:13.524749  
         -_F_m2x2_d3,F_m2x2_d3 |p_aty3_i4_o25_n4_fty18  
         -Results: x0: X-0 A max diff: 0.0017 sumdiff: 0.001 0.0054% c:31.2989404911510 o:31.297256  
         -_T_m3x3,F_m3x3_d3 |p_aty3_i4_o25_n1_fty19  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0005 0.002% c:51.4917145360000 o:51.490704  
         -_F_m3x3_d3,F_m3x3_d3 |p_aty3_i4_o25_n5_fty19  
         -Results: x0: Y-0 B max diff: 0.0129 sumdiff: 0.0034 0.0051% c:254.396419951821 o:254.38351  
 CHECK:cmd: 2 0 - op_doubledot_transpose |4_25- vis15 A:13|14 B:1|14 ran: 14|120 cumulative: 2036  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2036  
   
 det |5neg_det |5_0  
         -_T_m2x2 |p_aty3_i5_o0_n0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3 |p_aty3_i5_o0_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2 |p_aty3_i5_o0_n2  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0014% c:9.51080847167969 o:9.5109386  
         -_F_m3x3_d2 |p_aty3_i5_o0_n3  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0005 0.0065% c:21.8729147454870 o:21.871502  
         -_F_m2x2_d3 |p_aty3_i5_o0_n4  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0003 0.0041% c:18.5693574844775 o:18.570126  
         -_F_m3x3_d3 |p_aty3_i5_o0_n5  
         -Results: x0: X-0 A max diff: 0.0022 sumdiff: 0.0004 0.0097% c:-23.0791410914627 o:-23.0769  
 PASS:cmd: 2 0 - neg_det |5_0- vis15 A:6|6 ran: 6|6 cumulative: 2042  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2042norm_det |5_1  
         -_T_m2x2 |p_aty3_i5_o1_n0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3 |p_aty3_i5_o1_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2 |p_aty3_i5_o1_n2  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0039% c:4.59086829275200 o:4.5910463  
         -_F_m3x3_d2 |p_aty3_i5_o1_n3  
         -Results: x0: X-0 A max diff: 0.0044 sumdiff: 0.0011 0.0088% c:50.2244993721083 o:50.220055  
         -_F_m2x2_d3 |p_aty3_i5_o1_n4  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0033% c:5.93084991881370 o:5.9306545  
         -_F_m3x3_d3 |p_aty3_i5_o1_n5  
         -Results: x0: X-0 A max diff: 0.0035 sumdiff: 0.001 0.0079% c:43.9105732088231 o:43.914051  
 PASS:cmd: 2 0 - norm_det |5_1- vis15 A:6|6 ran: 6|6 cumulative: 2048  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2048normalize_det |5_2  
 PASS:cmd: 2 0 - normalize_det |5_2- vis15 ran: 0|6 cumulative: 2048  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2048trace_det |5_3  
 PASS:cmd: 2 0 - trace_det |5_3- vis15 ran: 0|6 cumulative: 2048  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2048transpose_det |5_4  
 PASS:cmd: 2 0 - transpose_det |5_4- vis15 ran: 0|6 cumulative: 2048  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2048det_det |5_5  
 PASS:cmd: 2 0 - det_det |5_5- vis15 ran: 0|6 cumulative: 2048  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2048probe_det |5_6  
         -_T_m2x2 |p_aty3_i5_o6_n0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3 |p_aty3_i5_o6_n1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2 |p_aty3_i5_o6_n2  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0003 0.0043% c:13.7105017171420 o:13.711098  
         -_F_m3x3_d2 |p_aty3_i5_o6_n3  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0004 0.0047% c:17.5382978252061 o:17.539125  
         -_F_m2x2_d3 |p_aty3_i5_o6_n4  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0049% c:-4.61929624817927 o:-4.6190677  
         -_F_m3x3_d3 |p_aty3_i5_o6_n5  
         -Results: x0: X-0 A max diff: 0.0012 sumdiff: 0.0005 0.0032% c:38.7376900917145 o:38.738937  
 PASS:cmd: 2 0 - probe_det |5_6- vis15 A:6|6 ran: 6|6 cumulative: 2054  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2054grad_det |5_7  
         -_F_m2x2_d2 |p_aty3_i5_o7_n2  
         -Results: x0: X-0 A max diff: 0.0097 sumdiff: 0.003 0.0882% c:11.0525987215730 o:11.042856  
         -_F_m3x3_d2 |p_aty3_i5_o7_n3  
         -Results: x0: Y-0 B max diff: 0.097 sumdiff: 0.0301 0.0795% c:122.118398857653 o:122.02139  
         -_F_m2x2_d3 |p_aty3_i5_o7_n4  
         -Results: x0: Y-1 B max diff: 0.0587 sumdiff: 0.0099 0.1007% c:-58.3792436601934 o:-58.320503  
         -_F_m3x3_d3 |p_aty3_i5_o7_n5  
         -Results: x0: Z-1 B max diff: 0.3994 sumdiff: 0.0792 0.3356% c:118.606139441379 o:119.00554  
 CHECK:cmd: 2 0 - grad_det |5_7- vis15 A:1|4 B:3|4 ran: 4|6 cumulative: 2058  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2058div_det |5_8  
 PASS:cmd: 2 0 - div_det |5_8- vis15 ran: 0|6 cumulative: 2058  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2058curl_det |5_9  
 PASS:cmd: 2 0 - curl_det |5_9- vis15 ran: 0|6 cumulative: 2058  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2058jacob_det |5_10  
 PASS:cmd: 2 0 - jacob_det |5_10- vis15 ran: 0|6 cumulative: 2058  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2058slicem0_det |5_11  
 PASS:cmd: 2 0 - slicem0_det |5_11- vis15 ran: 0|6 cumulative: 2058  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2058slicem1_det |5_12  
 PASS:cmd: 2 0 - slicem1_det |5_12- vis15 ran: 0|6 cumulative: 2058  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2058slicev0_det |5_13  
 PASS:cmd: 2 0 - slicev0_det |5_13- vis15 ran: 0|6 cumulative: 2058  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2058slicev1_det |5_14  
 PASS:cmd: 2 0 - slicev1_det |5_14- vis15 ran: 0|6 cumulative: 2058  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2058slicet0_det |5_15  
 PASS:cmd: 2 0 - slicet0_det |5_15- vis15 ran: 0|6 cumulative: 2058  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2058slicet1_det |5_16  
 PASS:cmd: 2 0 - slicet1_det |5_16- vis15 ran: 0|6 cumulative: 2058  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2058addition_det |5_17  
         -_T_m2x2,T_sc |p_aty3_i5_o17_n0_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_sc |p_aty3_i5_o17_n1_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_sc |p_aty3_i5_o17_n2_fty0  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0017% c:-6.51566837820912 o:-6.5155544  
         -_F_m3x3_d2,T_sc |p_aty3_i5_o17_n3_fty0  
         -Results: x0: X-0 A max diff: 0.0024 sumdiff: 0.0011 0.0055% c:-43.9015394579223 o:-43.903954  
         -_F_m2x2_d3,T_sc |p_aty3_i5_o17_n4_fty0  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0016% c:-16.0469960333782 o:-16.046741  
         -_F_m3x3_d3,T_sc |p_aty3_i5_o17_n5_fty0  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0045% c:-4.20672793741428 o:-4.2069154  
         -_T_m2x2,F_sc_d1 |p_aty3_i5_o17_n0_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0005% c:-11.6833000000000 o:-11.683361  
         -_T_m3x3,F_sc_d1 |p_aty3_i5_o17_n1_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:10.7956000000000 o:10.795576  
         -_T_m2x2,F_sc_d2 |p_aty3_i5_o17_n0_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0023% c:4.95691100000000 o:4.9567971  
         -_T_m3x3,F_sc_d2 |p_aty3_i5_o17_n1_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0004% c:9.63363600000000 o:9.6335993  
         -_F_m2x2_d2,F_sc_d2 |p_aty3_i5_o17_n2_fty10  
         -Results: x0: X-0 A max diff: 0.0012 sumdiff: 0.0003 0.0049% c:23.8632692606435 o:23.86211  
         -_F_m3x3_d2,F_sc_d2 |p_aty3_i5_o17_n3_fty10  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0005 0.0015% c:91.9942280371296 o:91.992851  
         -_T_m2x2,F_sc_d3 |p_aty3_i5_o17_n0_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0026% c:5.26236582560000 o:5.2625027  
         -_T_m3x3,F_sc_d3 |p_aty3_i5_o17_n1_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0003% c:36.5856395975760 o:36.585735  
         -_F_m2x2_d3,F_sc_d3 |p_aty3_i5_o17_n4_fty15  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0037% c:8.72430526128908 o:8.7239809  
         -_F_m3x3_d3,F_sc_d3 |p_aty3_i5_o17_n5_fty15  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0004 0.0075% c:-19.3610468424397 o:-19.3596  
 PASS:cmd: 2 0 - addition_det |5_17- vis15 A:16|16 ran: 16|120 cumulative: 2074  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2074subtraction_det |5_18  
         -_T_m2x2,T_sc |p_aty3_i5_o18_n0_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_sc |p_aty3_i5_o18_n1_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_sc |p_aty3_i5_o18_n2_fty0  
         -Results: x0: X-0 A max diff: 0.0023 sumdiff: 0.0006 0.005% c:46.0327407838667 o:46.030457  
         -_F_m3x3_d2,T_sc |p_aty3_i5_o18_n3_fty0  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0006 0.0031% c:43.7283715156228 o:43.727005  
         -_F_m2x2_d3,T_sc |p_aty3_i5_o18_n4_fty0  
         -Results: x0: X-0 A max diff: 0.0008 sumdiff: 0.0003 0.005% c:14.9559859777028 o:14.955235  
         -_F_m3x3_d3,T_sc |p_aty3_i5_o18_n5_fty0  
         -Results: x0: X-0 A max diff: 0.0018 sumdiff: 0.0007 0.0047% c:36.9711225134139 o:36.969368  
         -_T_m2x2,F_sc_d1 |p_aty3_i5_o18_n0_fty9  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0069% c:-0.867800000000000 o:-0.86774015  
         -_T_m3x3,F_sc_d1 |p_aty3_i5_o18_n1_fty9  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0002% c:22.7013000000000 o:22.70134  
         -_T_m2x2,F_sc_d2 |p_aty3_i5_o18_n0_fty10  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0037% c:0.802269000000000 o:0.80229902  
         -_T_m3x3,F_sc_d2 |p_aty3_i5_o18_n1_fty10  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0001 0.0007% c:-16.2647877600000 o:-16.264675  
         -_F_m2x2_d2,F_sc_d2 |p_aty3_i5_o18_n2_fty10  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0036% c:-7.67555315877662 o:-7.6752739  
         -_F_m3x3_d2,F_sc_d2 |p_aty3_i5_o18_n3_fty10  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0003 0.0051% c:-19.3175412359644 o:-19.316563  
         -_T_m2x2,F_sc_d3 |p_aty3_i5_o18_n0_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0022% c:-4.17364265641600 o:-4.1735506  
         -_T_m3x3,F_sc_d3 |p_aty3_i5_o18_n1_fty15  
         -Results: x0: X-0 A max diff: 0.0001 sumdiff: 0.0 0.0005% c:-15.0231875980800 o:-15.023114  
         -_F_m2x2_d3,F_sc_d3 |p_aty3_i5_o18_n4_fty15  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0105% c:4.27842072944165 o:4.2779713  
         -_F_m3x3_d3,F_sc_d3 |p_aty3_i5_o18_n5_fty15  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0003 0.0029% c:-32.5714585261844 o:-32.572418  
 PASS:cmd: 2 0 - subtraction_det |5_18- vis15 A:16|16 ran: 16|120 cumulative: 2090  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2090cross product_det |5_19  
 PASS:cmd: 2 0 - cross product_det |5_19- vis15 ran: 0|120 cumulative: 2090  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2090outer product_det |5_20  
 PASS:cmd: 2 0 - outer product_det |5_20- vis15 ran: 0|120 cumulative: 2090  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2090inner product_det |5_21  
 PASS:cmd: 2 0 - inner product_det |5_21- vis15 ran: 0|120 cumulative: 2090  
 ***************************************************  
   
 ***************************************************  
  #cumulative: 2090multiplication_det |5_22  
         -_T_m2x2,T_sc |p_aty3_i5_o22_n0_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_sc |p_aty3_i5_o22_n1_fty0  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_sc |p_aty3_i5_o22_n2_fty0  
         -Results: x0: X-0 A max diff: 0.0036 sumdiff: 0.0016 0.0055% c:-65.5236835360215 o:-65.527275  
         -_F_m3x3_d2,T_sc |p_aty3_i5_o22_n3_fty0  
         -Results: x0: X-0 A max diff: 0.005 sumdiff: 0.0014 0.0078% c:-64.3198313523200 o:-64.314827  
         -_F_m2x2_d3,T_sc |p_aty3_i5_o22_n4_fty0  
         -Results: x0: X-0 A max diff: 0.0034 sumdiff: 0.0019 0.0047% c:-71.6927524583324 o:-71.689377  
         -_F_m3x3_d3,T_sc |p_aty3_i5_o22_n5_fty0  
         -Results: x0: Y-0 B max diff: 0.0394 sumdiff: 0.0081 0.0116% c:340.153743535615 o:340.11432  
         -_T_m2x2,T_v2 |p_aty3_i5_o22_n0_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_v2 |p_aty3_i5_o22_n1_fty1  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_v2 |p_aty3_i5_o22_n2_fty1  
         -Results: x0: X-0 A max diff: 0.0017 sumdiff: 0.0007 0.0028% c:-59.0540953368364 o:-59.055748  
         -_F_m3x3_d2,T_v2 |p_aty3_i5_o22_n3_fty1  
         -Results: x0: X-0 A max diff: 0.0031 sumdiff: 0.0009 0.0016% c:194.328064650735 o:194.32492  
         -_F_m2x2_d3,T_v2 |p_aty3_i5_o22_n4_fty1  
         -Results: x0: X-0 A max diff: 0.0019 sumdiff: 0.0006 0.0045% c:-42.1784030267011 o:-42.176514  
         -_F_m3x3_d3,T_v2 |p_aty3_i5_o22_n5_fty1  
         -Results: x0: X-0 A max diff: 0.0078 sumdiff: 0.0028 0.0063% c:-123.236257826226 o:-123.22845  
         -_T_m2x2,T_v3 |p_aty3_i5_o22_n0_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_v3 |p_aty3_i5_o22_n1_fty2  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_v3 |p_aty3_i5_o22_n2_fty2  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0005 0.0043% c:29.3776641594798 o:29.378925  
         -_F_m3x3_d2,T_v3 |p_aty3_i5_o22_n3_fty2  
         -Results: x0: Y-0 B max diff: 0.0174 sumdiff: 0.0041 0.004% c:-433.656517872499 o:-433.63916  
         -_F_m2x2_d3,T_v3 |p_aty3_i5_o22_n4_fty2  
         -Results: x0: X-0 A max diff: 0.0021 sumdiff: 0.0006 0.0028% c:-76.0166627635057 o:-76.018799  
         -_F_m3x3_d3,T_v3 |p_aty3_i5_o22_n5_fty2  
         -Results: x0: X-0 A max diff: 0.004 sumdiff: 0.0011 0.0081% c:48.8024369583108 o:48.79847  
         -_T_m2x2,T_m2x2 |p_aty3_i5_o22_n0_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_m2x2 |p_aty3_i5_o22_n1_fty3  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_m2x2 |p_aty3_i5_o22_n2_fty3  
         -Results: x0: X-0 A max diff: 0.0007 sumdiff: 0.0002 0.0045% c:15.7644366954823 o:15.765144  
         -_F_m3x3_d2,T_m2x2 |p_aty3_i5_o22_n3_fty3  
         -Results: x0: X-0 A max diff: 0.0052 sumdiff: 0.0014 0.0033% c:158.563830348305 o:158.55864  
         -_F_m2x2_d3,T_m2x2 |p_aty3_i5_o22_n4_fty3  
         -Results: x0: X-0 A max diff: 0.001 sumdiff: 0.0002 0.0042% c:-24.0730582197045 o:-24.072052  
         -_F_m3x3_d3,T_m2x2 |p_aty3_i5_o22_n5_fty3  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0002 0.0109% c:4.44430760591119 o:4.4447937  
         -_T_m2x2,T_m3x3 |p_aty3_i5_o22_n0_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_m3x3 |p_aty3_i5_o22_n1_fty4  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_m3x3 |p_aty3_i5_o22_n2_fty4  
         -Results: x0: X-0 A max diff: 0.0017 sumdiff: 0.0005 0.0035% c:47.4459289719898 o:47.447586  
         -_F_m3x3_d2,T_m3x3 |p_aty3_i5_o22_n3_fty4  
         -Results: x0: X-0 A max diff: 0.0094 sumdiff: 0.003 0.0054% c:-173.785706541361 o:-173.79509  
         -_F_m2x2_d3,T_m3x3 |p_aty3_i5_o22_n4_fty4  
         -Results: x0: X-0 A max diff: 0.0043 sumdiff: 0.0011 0.0067% c:-64.6890806851589 o:-64.684738  
         -_F_m3x3_d3,T_m3x3 |p_aty3_i5_o22_n5_fty4  
         -Results: x0: X-0 A max diff: 0.0077 sumdiff: 0.0013 0.0047% c:164.320865784652 o:164.3132  
         -_T_m2x2,T_m2x3 |p_aty3_i5_o22_n0_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_m2x3 |p_aty3_i5_o22_n1_fty5  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_m2x3 |p_aty3_i5_o22_n2_fty5  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0006% c:53.9183433830986 o:53.91803  
         -_F_m3x3_d2,T_m2x3 |p_aty3_i5_o22_n3_fty5  
         -Results: x0: X-0 A max diff: 0.0053 sumdiff: 0.0007 0.0057% c:93.4723989384144 o:93.477745  
         -_F_m2x2_d3,T_m2x3 |p_aty3_i5_o22_n4_fty5  
         -Results: x0: X-0 A max diff: 0.003 sumdiff: 0.0007 0.0048% c:-61.9864083058794 o:-61.983414  
         -_F_m3x3_d3,T_m2x3 |p_aty3_i5_o22_n5_fty5  
         -Results: x0: Y-0 B max diff: 0.0164 sumdiff: 0.0038 0.0101% c:162.277030599827 o:162.26068  
         -_T_m2x2,T_m3x2 |p_aty3_i5_o22_n0_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_m3x2 |p_aty3_i5_o22_n1_fty6  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_m3x2 |p_aty3_i5_o22_n2_fty6  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0002 0.002% c:-31.1831668380609 o:-31.182528  
         -_F_m3x3_d2,T_m3x2 |p_aty3_i5_o22_n3_fty6  
         -Results: x0: Y-0 B max diff: 0.0164 sumdiff: 0.0072 0.0059% c:277.619344044782 o:277.60297  
         -_F_m2x2_d3,T_m3x2 |p_aty3_i5_o22_n4_fty6  
         -Results: x0: Y-0 B max diff: 0.0101 sumdiff: 0.0012 0.0044% c:232.388248842400 o:232.37811  
         -_F_m3x3_d3,T_m3x2 |p_aty3_i5_o22_n5_fty6  
         -Results: x0: Y-0 B max diff: 0.0105 sumdiff: 0.0025 0.006% c:174.812766741019 o:174.80222  
         -_T_m2x2,T_t2x2x2 |p_aty3_i5_o22_n0_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_t2x2x2 |p_aty3_i5_o22_n1_fty7  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_t2x2x2 |p_aty3_i5_o22_n2_fty7  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0023% c:12.5512508966400 o:12.551545  
         -_F_m3x3_d2,T_t2x2x2 |p_aty3_i5_o22_n3_fty7  
         -Results: x0: Y-0 B max diff: 0.0193 sumdiff: 0.0044 0.0037% c:521.866696815620 o:521.84741  
         -_F_m2x2_d3,T_t2x2x2 |p_aty3_i5_o22_n4_fty7  
         -Results: x0: X-0 A max diff: 0.0043 sumdiff: 0.0017 0.0043% c:-100.545242571019 o:-100.54091  
         -_F_m3x3_d3,T_t2x2x2 |p_aty3_i5_o22_n5_fty7  
         -Results: x0: X-0 A max diff: 0.0074 sumdiff: 0.0014 0.0084% c:-88.2105384363167 o:-88.217911  
         -_T_m2x2,T_t3x3x3 |p_aty3_i5_o22_n0_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_T_m3x3,T_t3x3x3 |p_aty3_i5_o22_n1_fty8  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,T_t3x3x3 |p_aty3_i5_o22_n2_fty8  
         -Results: x0: X-0 A max diff: 0.007 sumdiff: 0.0012 0.0056% c:-125.065864352886 o:-125.05882  
         -_F_m3x3_d2,T_t3x3x3 |p_aty3_i5_o22_n3_fty8  
         -Results: x0: X-0 A max diff: 0.0024 sumdiff: 0.0005 0.0046% c:53.1374822050302 o:53.135052  
         -_F_m2x2_d3,T_t3x3x3 |p_aty3_i5_o22_n4_fty8  
         -Results: x0: X-0 A max diff: 0.0032 sumdiff: 0.0008 0.0061% c:-53.2013447152080 o:-53.198097  
         -_F_m3x3_d3,T_t3x3x3 |p_aty3_i5_o22_n5_fty8  
         -Results: x0: Y-0 B max diff: 0.0237 sumdiff: 0.0054 0.0062% c:-383.643938834171 o:-383.6676  
         -_T_m2x2,F_sc_d1 |p_aty3_i5_o22_n0_fty9  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0001 0.0012% c:-19.0808000000000 o:-19.080566  
         -_T_m3x3,F_sc_d1 |p_aty3_i5_o22_n1_fty9  
         -Results: x0: X-0 A max diff: 0.0011 sumdiff: 0.0004 0.002% c:53.1286000000000 o:53.127522  
         -_T_m2x2,F_sc_d2 |p_aty3_i5_o22_n0_fty10  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0002 0.0013% c:-27.0086062500000 o:-27.008247  
         -_T_m3x3,F_sc_d2 |p_aty3_i5_o22_n1_fty10  
         -Results: x0: X-0 A max diff: 0.0018 sumdiff: 0.001 0.0016% c:-111.713797440000 o:-111.71558  
         -_F_m2x2_d2,F_sc_d2 |p_aty3_i5_o22_n2_fty10  
         -Results: x0: X-0 A max diff: 0.0012 sumdiff: 0.0006 0.0056% c:-20.9447996907520 o:-20.943617  
         -_F_m3x3_d2,F_sc_d2 |p_aty3_i5_o22_n3_fty10  
         -Results: x0: X-0 A max diff: 0.0075 sumdiff: 0.0028 0.0089% c:-84.7424719652987 o:-84.73497  
         -_T_m2x2,F_v2_d2 |p_aty3_i5_o22_n0_fty11  
         -Results: x0: X-0 A max diff: 0.0009 sumdiff: 0.0005 0.001% c:93.4883144000000 o:93.487411  
         -_T_m3x3,F_v2_d2 |p_aty3_i5_o22_n1_fty11  
         -Results: x0: X-0 A max diff: 0.0 sumdiff: 0.0 0.0% c:0.0 o:0.0  
         -_F_m2x2_d2,F_v2_d2 |p_aty3_i5_o22_n2_fty11  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0004 0.0022% c:-61.4926169653547 o:-61.49128  
         -_F_m3x3_d2,F_v2_d2 |p_aty3_i5_o22_n3_fty11  
         -Results: x0: Y-0 B max diff: 0.0659 sumdiff: 0.0154 0.0092% c:-714.438508048267 o:-714.37256  
         -_T_m2x2,F_v3_d2 |p_aty3_i5_o22_n0_fty12  
         -Results: x0: X-0 A max diff: 0.0003 sumdiff: 0.0001 0.0014% c:-20.9213572800000 o:-20.921061  
         -_T_m3x3,F_v3_d2 |p_aty3_i5_o22_n1_fty12  
         -Results: x0: X-0 A max diff: 0.0002 sumdiff: 0.0 0.0022% c:9.31190232000000 o:9.311698  
         -_F_m2x2_d2,F_v3_d2 |p_aty3_i5_o22_n2_fty12  
         -Results: x0: X-0 A max diff: 0.0013 sumdiff: 0.0003 0.0046% c:29.2786907008113 o:29.280033  
         -_F_m3x3_d2,F_v3_d2 |p_aty3_i5_o22_n3_fty12  
         -Results: x0: X-0 A max diff: 0.0098 sumdiff: 0.0017 0.01% c:98.0866592824641 o:98.076897  
         -_T_m2x2,F_m2x2_d2 |p_aty3_i5_o22_n0_fty13  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0015% c:-23.9183360000000 o:-23.918695  
         -_T_m3x3,F_m2x2_d2 |p_aty3_i5_o22_n1_fty13  
         -Results: x0: X-0 A max diff: 0.0014 sumdiff: 0.0005 0.0014% c:96.2105400000000 o:96.209152  
         -_F_m2x2_d2,F_m2x2_d2 |p_aty3_i5_o22_n2_fty13  
         -Results: x0: X-0 A max diff: 0.0053 sumdiff: 0.0006 0.0105% c:-50.1569103564680 o:-50.151646  
         -_F_m3x3_d2,F_m2x2_d2 |p_aty3_i5_o22_n3_fty13  
         -Results: x0: Y-0 B max diff: 0.0127 sumdiff: 0.0026 0.006% c:-211.266724127582 o:-211.2794  
         -_T_m2x2,F_m3x3_d2 |p_aty3_i5_o22_n0_fty14  
         -Results: x0: X-0 A max diff: 0.0004 sumdiff: 0.0001 0.0015% c:-24.2260947600000 o:-24.22574  
         -_T_m3x3,F_m3x3_d2 |p_aty3_i5_o22_n1_fty14  
         -Results: x0: X-0 A max diff: 0.0019 sumdiff: 0.0005 0.0025% c:78.8257008000000 o:78.823761  
         -_F_m2x2_d2,F_m3x3_d2 |p_aty3_i5_o22_n2_fty14  
         -Results: x0: X-0 A max diff: 0.0005 sumdiff: 0.0001 0.006% c:-7.96409875795659 o:-7.9636178  
         -_F_m3x3_d2,F_m3x3_d2 |p_aty3_i5_o22_n3_fty14  
         -Results: x0: X-0 A max diff: 0.0055 sumdiff: 0.0015 0.0026% c:-216.049441336806 o:-216.05496  
         -_T_m2x2,F_sc_d3 |p_aty3_i5_o22_n0_fty15  
         -Results: x0: X-0 A max diff: 0.0006 sumdiff: 0.0003 0.0028% c:-22.1246502449280 o:-22.124039  
         -_T_m3x3,F_sc_d3 |p_aty3_i5_o22_n1_fty15  
         -Results: x0: X-0 A max diff: 0.0027 sumdiff: 0.0008 0.0024% c:109.962954203136 o:109.96027  
         -_F_m2x2_d3,F_sc_d3 |p_aty3_i5_o22_n4_fty15  
         -Results: x0: X-0 A max diff: 0.0016 sumdiff: 0.0006 0.0052% c:-30.0560417923898 o:-30.054474  
         -_F_m3x3_