PyHDX v0.4.0b8+3.g8beaeb9.dirty 
2022/04/04 13:32:47 (1649071967) 

Metadata
--------
r1: 1
r2: 1
r2_reference: false
epochs: 200
patience: 50
stop_loss: 5.0e-06
optimizer: SGD
lr: 10000.0
momentum: 0.5
nesterov: true
model_name: DeltaGFit
total_loss: 5.721955227936496
mse_loss: 5.4941865988205265
reg_loss: 0.2277686291159693
regularization_percentage: 3.980608376729807
epochs_run: 200

state    SecB_tetramer                                                                   SecB_dimer                                                                   SecB_dimer_deltaC                                                                  SecB_dimer_deltaN                                                                  
quantity      sequence           _dG            dG         pfact     k_obs    covariance   sequence           _dG            dG         pfact     k_obs    covariance          sequence           _dG            dG         pfact     k_obs   covariance          sequence           _dG            dG         pfact     k_obs    covariance
r_number                                                                                                                                                                                                                                                                                                                                    
10                   T  19753.146863  19753.146863  2.532353e+03  0.064976  1.059744e+03          T  19752.983495  19752.983495  2.532189e+03  0.064980  1.425211e+03                 T  19752.983495  19752.983495  2.532189e+03   0.06498  1425.211471               NaN  19752.815341           NaN           NaN       NaN           NaN
11                   F  19290.711620  19290.711620  2.107877e+03  0.064923  1.059516e+03          F  19290.547921  19290.547921  2.107740e+03  0.064927  1.425021e+03                 F  19290.547921  19290.547921  2.107740e+03  0.064927  1425.021106               NaN  19290.379206           NaN           NaN       NaN           NaN
12                   Q  20642.388067  20642.388067  3.603654e+03  0.054902  2.094510e+02          Q  20641.369181  20641.369181  3.602197e+03  0.054924  8.067901e+02                 Q  20641.369181  20641.369181  3.602197e+03  0.054924   806.790146               NaN  20639.803745           NaN           NaN       NaN           NaN
13                   I  16870.283719  16870.283719  8.068607e+02  0.054842  2.091268e+02          I  16869.265459  16869.265459  8.065348e+02  0.054864  8.073723e+02                 I  16869.265459  16869.265459  8.065348e+02  0.054864   807.372259               NaN  16867.700682           NaN           NaN       NaN           NaN
14                   Q  18960.016460  18960.016460  1.848696e+03  0.054872  2.098222e+02          Q  18958.997665  18958.997665  1.847949e+03  0.054894  8.068932e+02                 Q  18958.997665  18958.997665  1.847949e+03  0.054894   806.893226               NaN  18957.431920           NaN           NaN       NaN           NaN
15                   R  21571.201458  21571.201458  5.209311e+03  0.054902  2.096601e+02          R  21570.182484  21570.182484  5.207205e+03  0.054924  8.067163e+02                 R  21570.182484  21570.182484  5.207205e+03  0.054924   806.716283               NaN  21568.616797           NaN           NaN       NaN           NaN
16                   I  16986.499477  16986.499477  8.449342e+02  0.054842  2.092640e+02          I  16985.481160  16985.481160  8.445929e+02  0.054864  8.073240e+02                 I  16985.481160  16985.481160  8.445929e+02  0.054864   807.324028               NaN  16983.916219           NaN           NaN       NaN           NaN
17                   Y  17043.227833  17043.227833  8.641664e+02  0.054872  2.083096e+02          Y  17042.209667  17042.209667  8.638173e+02  0.054894  8.074254e+02                 Y  17042.209667  17042.209667  8.638173e+02  0.054894   807.425392               NaN  17040.645727           NaN           NaN       NaN           NaN
18                   T  19300.409287           NaN           NaN       NaN           NaN          T  19300.409287           NaN           NaN       NaN           NaN                 T  19300.409287           NaN           NaN       NaN          NaN               NaN  19300.409287           NaN           NaN       NaN           NaN
19                   K  21585.443880  21585.443880  5.238830e+03  0.041413  6.243481e+02          K  21576.249020  21576.249020  5.219753e+03  0.041564  8.117592e+02                 K  21576.249020  21576.249020  5.219753e+03  0.041564   811.759246               NaN  21562.212230           NaN           NaN       NaN           NaN
20                   D  21933.104905  21933.104905  6.013638e+03  0.041435  6.241215e+02          D  21923.911325  21923.911325  5.991743e+03  0.041587  8.114509e+02                 D  21923.911325  21923.911325  5.991743e+03  0.041587   811.450932               NaN  21909.876740           NaN           NaN       NaN           NaN
21                   I  15372.864275  15372.864275  4.454397e+02  0.041392  6.247646e+02          I  15363.686979  15363.686979  4.438208e+02  0.041542  8.122532e+02                 I  15363.686979  15363.686979  4.438208e+02  0.041542   812.253205               NaN  15349.679505           NaN           NaN       NaN           NaN
22                   S  20904.472647  20904.472647  3.998536e+03  0.051813  3.402819e+02          S  20889.687936  20889.687936  3.975150e+03  0.052118  4.138334e+02                 S  20889.687936  20889.687936  3.975150e+03  0.052118   413.833425               NaN  20857.647523           NaN           NaN       NaN           NaN
23                   F  20441.428888  20441.428888  3.327493e+03  0.051785  3.403289e+02          F  20426.641393  20426.641393  3.308029e+03  0.052089  4.138915e+02                 F  20426.641393  20426.641393  3.308029e+03  0.052089   413.891491               NaN  20394.594846           NaN           NaN       NaN           NaN
24                   E  19803.690479  19803.690479  2.583646e+03  0.051785  3.403442e+02          E  19788.904303  19788.904303  2.568534e+03  0.052089  4.139096e+02                 E  19788.904303  19788.904303  2.568534e+03  0.052089   413.909644               NaN  19756.860716           NaN           NaN       NaN           NaN
25                   A  18582.436139  18582.436139  1.591503e+03  0.066785  2.912800e+02          A  18571.407923  18571.407923  1.584555e+03  0.067077  3.340016e+02                 A  18571.407923  18571.407923  1.584555e+03  0.067077   334.001641               NaN  18539.940075           NaN           NaN       NaN           NaN
26                   P  19636.737443           NaN           NaN       NaN           NaN          P  19636.737443           NaN           NaN       NaN           NaN                 P  19636.737443           NaN           NaN       NaN          NaN               NaN  19636.737443           NaN           NaN       NaN           NaN
27                   N  20779.205671  20779.205671  3.804671e+03  0.070148  2.799937e+02          N  20766.548422  20766.548422  3.785613e+03  0.070502  3.364025e+02                 N  20766.548422  20766.548422  3.785613e+03  0.070502   336.402469               NaN  20736.950056           NaN           NaN       NaN           NaN
28                   A  21184.178393  21184.178393  4.467814e+03  0.070187  2.800121e+02          A  21171.525129  21171.525129  4.445441e+03  0.070540  3.364253e+02                 A  21171.525129  21171.525129  4.445441e+03   0.07054   336.425325               NaN  21141.935849           NaN           NaN       NaN           NaN
29                   P  19485.085847           NaN           NaN       NaN           NaN          P  19485.085847           NaN           NaN       NaN           NaN                 P  19485.085847           NaN           NaN       NaN          NaN               NaN  19485.085847           NaN           NaN       NaN           NaN
30                   H  17871.129370  17871.129370  1.200182e+03  0.070150  2.801117e+02          H  17858.479625  17858.479625  1.194174e+03  0.070503  3.365431e+02                 H  17858.479625  17858.479625  1.194174e+03  0.070503   336.543108               NaN  17828.899367           NaN           NaN       NaN           NaN
31                   V  16379.861843  16379.861843  6.641979e+02  0.070113  2.802244e+02          V  16367.216451  16367.216451  6.608740e+02  0.070465  3.366764e+02                 V  16367.216451  16367.216451  6.608740e+02  0.070465   336.676425               NaN  16337.647223           NaN           NaN       NaN           NaN
32                   F  17120.613159  17120.613159  8.911095e+02  0.070151  2.801716e+02          F  17107.967214  17107.967214  8.866498e+02  0.070503  3.366143e+02                 F  17107.967214  17107.967214  8.866498e+02  0.070503   336.614349               NaN  17078.396122           NaN           NaN       NaN           NaN
33                   Q  19830.683169  19830.683169  2.611463e+03  0.075753  3.148243e+02          Q  19820.294691  19820.294691  2.600722e+03  0.076066  3.913762e+02                 Q  19820.294691  19820.294691  2.600722e+03  0.076066   391.376203               NaN  19798.974136           NaN           NaN       NaN           NaN
34                   K  19442.938172  19442.938172  2.239105e+03  0.096868  3.674224e+02          K  19436.527322  19436.527322  2.233417e+03  0.097115  4.709532e+02                 K  19436.527322  19436.527322  2.233417e+03  0.097115   470.953205                 K  19425.290595  19425.290595  2.223482e+03  0.097549  1.445226e+03
35                   D  19548.835422  19548.835422  2.335182e+03  0.106677  4.477930e+02          D  19543.930296  19543.930296  2.330642e+03  0.106885  6.137607e+02                 D  19543.930296  19543.930296  2.330642e+03  0.106885   613.760652                 D  19536.923072  19536.923072  2.324172e+03  0.107183  1.497282e+03
36                   W  14736.475998  14736.475998  3.460488e+02  0.111246  4.498402e+02          W  14732.016789  14732.016789  3.454371e+02  0.111443  6.110863e+02                 W  14732.016789  14732.016789  3.454371e+02  0.111443   611.086279                 W  14725.565685  14725.565685  3.445541e+02  0.111727  1.060737e+03
37                   Q  17871.655347  17871.655347  1.200433e+03  0.111365  4.494370e+02          Q  17867.191793  17867.191793  1.198309e+03  0.111563  6.106156e+02                 Q  17867.191793  17867.191793  1.198309e+03  0.111563   610.615645                 Q  17860.731148  17860.731148  1.195241e+03  0.111849  1.059223e+03
38                   P  16897.611640           NaN           NaN       NaN           NaN          P  16897.611640           NaN           NaN       NaN           NaN                 P  16897.611640           NaN           NaN       NaN          NaN                 P  16897.611640           NaN           NaN       NaN           NaN
39                   E  15949.195330  15949.195330  5.598767e+02  0.119602  4.597166e+02          E  15945.330774  15945.330774  5.590189e+02  0.119785  6.247910e+02                 E  15945.330774  15945.330774  5.590189e+02  0.119785   624.790989                 E  15939.722969  15939.722969  5.577766e+02  0.120051  5.975039e+02
40                   V  13039.751854  13039.751854  1.765171e+02  0.119541  4.609139e+02          V  13035.900228  13035.900228  1.762476e+02  0.119723  6.262274e+02                 V  13035.900228  13035.900228  1.762476e+02  0.119723   626.227393                 V  13030.316534  13030.316534  1.758576e+02  0.119987  6.013771e+02
41                   K  16935.020992  16935.020992  8.278526e+02  0.119666  4.596834e+02          K  16931.156433  16931.156433  8.265843e+02  0.119850  6.247674e+02                 K  16931.156433  16931.156433  8.265843e+02   0.11985   624.767382                 K  16925.547633  16925.547633  8.247469e+02  0.120116  5.969018e+02
42                   L  14956.500527  14956.500527  3.776141e+02  0.137484  7.948804e+02          L  14955.425037  14955.425037  3.774530e+02  0.137543  9.981493e+02                 L  14955.425037  14955.425037  3.774530e+02  0.137543   998.149343                 L  14954.350108  14954.350108  3.772921e+02  0.137601  1.016684e+03
43                   D  17532.659052  17532.659052  1.049368e+03  0.110978  7.073246e+02          D  17531.479338  17531.479338  1.048877e+03  0.111030  9.520771e+02                 D  17531.479338  17531.479338  1.048877e+03   0.11103   952.077138                 D  17531.482803  17531.482803  1.048878e+03   0.11103  6.375587e+02
44                   L  14020.720348  14020.720348  2.605017e+02  0.099816  8.099321e+02          L  14020.721281  14020.721281  2.605018e+02  0.099816  9.244316e+02                 L  14020.721281  14020.721281  2.605018e+02  0.099816   924.431568                 L  14020.722151  14020.722151  2.605019e+02  0.099816  7.243742e+02
45                   D  17797.400886  17797.400886  1.165584e+03  0.099923  8.092036e+02          D  17797.401908  17797.401908  1.165584e+03  0.099922  9.237181e+02                 D  17797.401908  17797.401908  1.165584e+03  0.099922   923.718066                 D  17797.402821  17797.402821  1.165585e+03  0.099922  7.236156e+02
46                   T  17130.506703  17130.506703  8.946141e+02  0.094309  7.569841e+02          T  17130.507032  17130.507032  8.946143e+02  0.094309  8.655787e+02                 T  17130.507032  17130.507032  8.946143e+02  0.094309   865.578742                 T  17130.507739  17130.507739  8.946145e+02  0.094309  6.788578e+02
47                   A  20384.030079  20384.030079  3.252574e+03  0.073129  7.077078e+02          A  20384.030610  20384.030610  3.252575e+03  0.073129  8.010301e+02                 A  20384.030610  20384.030610  3.252575e+03  0.073129   801.030133                 A  20384.030609  20384.030609  3.252575e+03  0.073129  6.675569e+02
48                   S  21370.919526  21370.919526  4.811396e+03  0.073129  7.076803e+02          S  21370.920070  21370.920070  4.811397e+03  0.073129  8.010033e+02                 S  21370.920070  21370.920070  4.811397e+03  0.073129   801.003253                 S  21370.920069  21370.920069  4.811397e+03  0.073129  6.675299e+02
49                   S  23110.922613  23110.922613  9.595745e+03  0.073169  7.077354e+02          S  23110.923230  23110.923230  9.595747e+03  0.073169  8.010666e+02                 S  23110.923230  23110.923230  9.595747e+03  0.073169   801.066567                 S  23110.923230  23110.923230  9.595747e+03  0.073169  6.675754e+02
50                   Q  21312.869807  21312.869807  4.701852e+03  0.073129  7.076816e+02          Q  21312.870350  21312.870350  4.701853e+03  0.073129  8.010046e+02                 Q  21312.870350  21312.870350  4.701853e+03  0.073129   801.004560                 Q  21312.870349  21312.870349  4.701853e+03  0.073129  6.675312e+02
51                   L  17017.041921  17017.041921  8.552350e+02  0.073090  7.078621e+02          L  17017.042279  17017.042279  8.552351e+02  0.073090  8.011715e+02                 L  17017.042279  17017.042279  8.552351e+02   0.07309   801.171480                 L  17017.042279  17017.042279  8.552351e+02   0.07309  6.677175e+02
52                   A  17652.773525  17652.773525  1.100586e+03  0.084029  8.751000e+02          A  17652.773036  17652.773036  1.100585e+03  0.084029  9.740229e+02                 A  17652.773036  17652.773036  1.100585e+03  0.084029   974.022885                 A  17652.773035  17652.773035  1.100585e+03  0.084029  8.372027e+02
53                   D  19452.482383  19452.482383  2.247599e+03  0.084075  8.750857e+02          D  19452.481900  19452.481900  2.247599e+03  0.084075  9.740269e+02                 D  19452.481900  19452.481900  2.247599e+03  0.084075   974.026938                 D  19452.481900  19452.481900  2.247599e+03  0.084075  8.371761e+02
54                   D  18409.920714  18409.920714  1.486218e+03  0.084029  8.750005e+02          D  18409.920207  18409.920207  1.486218e+03  0.084029  9.739215e+02                 D  18409.920207  18409.920207  1.486218e+03  0.084029   973.921467                 D  18409.920207  18409.920207  1.486218e+03  0.084029  8.371035e+02
55                   V  14128.107354  14128.107354  2.718402e+02  0.072572  9.155732e+02          V  14128.110644  14128.110644  2.718406e+02  0.072572  9.991549e+02                 V  14128.110644  14128.110644  2.718406e+02  0.072572   999.154894                 V  14128.110644  14128.110644  2.718406e+02  0.072572  8.890889e+02
56                   Y  16859.339762  16859.339762  8.033650e+02  0.072610  9.146909e+02          Y  16859.342919  16859.342919  8.033660e+02  0.072610  9.982994e+02                 Y  16859.342919  16859.342919  8.033660e+02   0.07261   998.299354                 Y  16859.342919  16859.342919  8.033660e+02   0.07261  8.881910e+02
57                   E  19144.488765  19144.488765  1.989073e+03  0.065726  1.161851e+03          E  19144.490290  19144.490290  1.989074e+03  0.065726  1.223182e+03                 E  19144.490290  19144.490290  1.989074e+03  0.065726  1223.181727                 E  19144.490290  19144.490290  1.989074e+03  0.065726  1.139349e+03
58                   V  20545.499083           NaN           NaN       NaN           NaN          V  20545.499083           NaN           NaN       NaN           NaN                 V  20545.499083           NaN           NaN       NaN          NaN                 V  20545.499083           NaN           NaN       NaN           NaN
59                   V  21951.567851           NaN           NaN       NaN           NaN          V  21951.567851           NaN           NaN       NaN           NaN                 V  21951.567851           NaN           NaN       NaN          NaN                 V  21951.567851           NaN           NaN       NaN           NaN
60                   L  23357.636619           NaN           NaN       NaN           NaN          L  23357.636619           NaN           NaN       NaN           NaN                 L  23357.636619           NaN           NaN       NaN          NaN                 L  23357.636619           NaN           NaN       NaN           NaN
61                   R  24763.705386           NaN           NaN       NaN           NaN          R  24763.705386           NaN           NaN       NaN           NaN                 R  24763.705386           NaN           NaN       NaN          NaN                 R  24763.705386           NaN           NaN       NaN           NaN
62                   V  26184.216292  26184.216292  3.248000e+04  0.001530  1.100116e+03          V  26181.304165  26181.304165  3.244250e+04  0.001532  1.191512e+03                 V  26181.304165  26181.304165  3.244250e+04  0.001532  1191.511891                 V  26181.304165  26181.304165  3.244250e+04  0.001532  1.191512e+03
63                   T  28031.617189  28031.617189  6.759718e+04  0.001369  1.020519e+03          T  28028.018326  28028.018326  6.750073e+04  0.001371  1.133914e+03                 T  28028.018326  28028.018326  6.750073e+04  0.001371  1133.914161                 T  28028.018326  28028.018326  6.750073e+04  0.001371  1.133914e+03
64                   V  26351.247796  26351.247796  3.470532e+04  0.001368  1.020113e+03          V  26347.649533  26347.649533  3.465581e+04  0.001370  1.133510e+03                 V  26347.649533  26347.649533  3.465581e+04   0.00137  1133.509705                 V  26347.649533  26347.649533  3.465581e+04   0.00137  1.133510e+03
65                   T  27145.265093  27145.265093  4.755624e+04  0.001946  1.313268e+03          T  27140.576046  27140.576046  4.746785e+04  0.001950  1.299871e+03                 T  27140.576046  27140.576046  4.746785e+04   0.00195  1299.870671                 T  27140.576046  27140.576046  4.746785e+04   0.00195  1.299871e+03
66                   A  29523.453472  29523.453472  1.221733e+05  0.001947  1.314770e+03          A  29518.764388  29518.764388  1.219462e+05  0.001951  1.300863e+03                 A  29518.764388  29518.764388  1.219462e+05  0.001951  1300.863273                 A  29518.764388  29518.764388  1.219462e+05  0.001951  1.300863e+03
67                   S  24529.480066  24529.480066  1.684613e+04  0.020889  8.713231e+02          S  24530.721170  24530.721170  1.685443e+04  0.020879  1.023255e+03                 S  24530.721170  24530.721170  1.685443e+04  0.020879  1023.255059                 S  24530.721170  24530.721170  1.685443e+04  0.020879  1.023255e+03
68                   L  20756.531331  20756.531331  3.770598e+03  0.020889  8.714282e+02          L  20757.771900  20757.771900  3.772455e+03  0.020879  1.023326e+03                 L  20757.771900  20757.771900  3.772455e+03  0.020879  1023.326039                 L  20757.771900  20757.771900  3.772455e+03  0.020879  1.023326e+03
69                   G  18967.268737  18967.268737  1.854023e+03  0.046569  7.085777e+02          G  18968.669631  18968.669631  1.855054e+03  0.046543  7.383917e+02                 G  18968.669631  18968.669631  1.855054e+03  0.046543   738.391684                 G  18968.669631  18968.669631  1.855054e+03  0.046543  7.383917e+02
70                   E  20707.210957  20707.210957  3.697534e+03  0.046620  7.084235e+02          E  20708.612655  20708.612655  3.699591e+03  0.046594  7.381749e+02                 E  20708.612655  20708.612655  3.699591e+03  0.046594   738.174944                 E  20708.612655  20708.612655  3.699591e+03  0.046594  7.381749e+02
71                   E  18852.441208  18852.441208  1.771455e+03  0.046595  7.085972e+02          E  18853.842062  18853.842062  1.772439e+03  0.046569  7.383667e+02                 E  18853.842062  18853.842062  1.772439e+03  0.046569   738.366653                 E  18853.842062  18853.842062  1.772439e+03  0.046569  7.383667e+02
72                   T  18832.328928  18832.328928  1.757376e+03  0.051481  7.345477e+02          T  18832.335185  18832.335185  1.757380e+03  0.051481  7.366575e+02                 T  18832.335185  18832.335185  1.757380e+03  0.051481   736.657474                 T  18832.335185  18832.335185  1.757380e+03  0.051481  7.366575e+02
73                   A  21266.241791  21266.241791  4.615671e+03  0.051537  7.344047e+02          A  21266.248460  21266.248460  4.615683e+03  0.051537  7.364994e+02                 A  21266.248460  21266.248460  4.615683e+03  0.051537   736.499441                 A  21266.248460  21266.248460  4.615683e+03  0.051537  7.364994e+02
74                   F  18713.016921  18713.016921  1.676127e+03  0.051509  7.345996e+02          F  18713.023105  18713.023105  1.676131e+03  0.051509  7.366923e+02                 F  18713.023105  18713.023105  1.676131e+03  0.051509   736.692275                 F  18713.023105  18713.023105  1.676131e+03  0.051509  7.366923e+02
75                   L  17469.765771  17469.765771  1.023508e+03  0.044252  9.498603e+02          L  17469.763679  17469.763679  1.023507e+03  0.044252  9.650265e+02                 L  17469.763679  17469.763679  1.023507e+03  0.044252   965.026520                 L  17469.763679  17469.763679  1.023507e+03  0.044252  9.650265e+02
76                   C  36802.130024  36802.130024  2.193377e+06  0.000176  2.811081e+04          C  36798.202697  36798.202697  2.189962e+06  0.000176  5.285369e+03                 C  36798.202697  36798.202697  2.189962e+06  0.000176  5285.368865                 C  36798.202697  36798.202697  2.189962e+06  0.000176  5.285369e+03
77                   E  36943.407178  36943.407178  2.319828e+06  0.000178  6.699260e+03          E  36934.884328  36934.884328  2.311997e+06  0.000179  3.314775e+03                 E  36934.884328  36934.884328  2.311997e+06  0.000179  3314.774629                 E  36934.884328  36934.884328  2.311997e+06  0.000179  3.314775e+03
78                   V  29460.214128  29460.214128  1.191461e+05  0.000178  6.769665e+03          V  29451.691514  29451.691514  1.187439e+05  0.000179  3.301388e+03                 V  29451.691514  29451.691514  1.187439e+05  0.000179  3301.387935                 V  29451.691514  29451.691514  1.187439e+05  0.000179  3.301388e+03
79                   Q  33787.174786  33787.174786  6.631744e+05  0.000188  4.137861e+03          Q  33775.206273  33775.206273  6.600328e+05  0.000189  2.758278e+03                 Q  33775.206273  33775.206273  6.600328e+05  0.000189  2758.277751                 Q  33775.206273  33775.206273  6.600328e+05  0.000189  2.758278e+03
80                   Q  35759.070048  35759.070048  1.450077e+06  0.000188  4.125746e+03          Q  35747.101609  35747.101609  1.443208e+06  0.000189  2.764151e+03                 Q  35747.101609  35747.101609  1.443208e+06  0.000189  2764.151232                 Q  35747.101609  35747.101609  1.443208e+06  0.000189  2.764151e+03
81                   G  35238.109779  35238.109779  1.179310e+06  0.000188  4.137871e+03          G  35226.141256  35226.141256  1.173724e+06  0.000189  2.758266e+03                 G  35226.141256  35226.141256  1.173724e+06  0.000189  2758.266245                 G  35226.141256  35226.141256  1.173724e+06  0.000189  2.758266e+03
82                   G  35063.997627  35063.997627  1.100596e+06  0.000188  4.137870e+03          G  35052.029105  35052.029105  1.095383e+06  0.000189  2.758267e+03                 G  35052.029105  35052.029105  1.095383e+06  0.000189  2758.267302                 G  35052.029105  35052.029105  1.095383e+06  0.000189  2.758267e+03
83                   I  31002.751229  31002.751229  2.197169e+05  0.000188  4.150024e+03          I  30990.782671  30990.782671  2.186761e+05  0.000189  2.752481e+03                 I  30990.782671  30990.782671  2.186761e+05  0.000189  2752.481313                 I  30990.782671  30990.782671  2.186761e+05  0.000189  2.752481e+03
84                   F  31522.337124  31522.337124  2.700161e+05  0.000188  4.125703e+03          F  31510.368726  31510.368726  2.687370e+05  0.000189  2.764204e+03                 F  31510.368726  31510.368726  2.687370e+05  0.000189  2764.204060                 F  31510.368726  31510.368726  2.687370e+05  0.000189  2.764204e+03
85                   S  22991.951206           NaN           NaN       NaN           NaN          S  22991.951206           NaN           NaN       NaN           NaN                 S  22991.951206           NaN           NaN       NaN          NaN                 S  22991.951206           NaN           NaN       NaN           NaN
86                   I  14466.758679  14466.758679  3.109312e+02  0.178810  1.220499e+03          I  14466.758219  14466.758219  3.109311e+02  0.178810  1.957052e+03                 I  14466.758219  14466.758219  3.109311e+02   0.17881  1957.051707                 I  14466.758219  14466.758219  3.109311e+02   0.17881  1.957052e+03
87                   A  15629.123536  15629.123536  4.931092e+02  0.178907  1.219622e+03          A  15629.122324  15629.122324  4.931090e+02  0.178907  1.955701e+03                 A  15629.122324  15629.122324  4.931090e+02  0.178907  1955.700618                 A  15629.122324  15629.122324  4.931090e+02  0.178907  1.955701e+03
88                   G  16790.381425  16790.381425  7.816839e+02  0.179004  1.219255e+03          G  16790.379856  16790.379856  7.816835e+02  0.179004  1.955090e+03                 G  16790.379856  16790.379856  7.816835e+02  0.179004  1955.089611                 G  16790.379856  16790.379856  7.816835e+02  0.179004  1.955090e+03
89                   I  13709.438485  13709.438485  2.302374e+02  0.178810  1.221805e+03          I  13709.438923  13709.438923  2.302374e+02  0.178810  1.958947e+03                 I  13709.438923  13709.438923  2.302374e+02   0.17881  1958.946933                 I  13709.438923  13709.438923  2.302374e+02   0.17881  1.958947e+03
90                   E  14990.138570  14990.138570  3.826874e+02  0.178907  1.220300e+03          E  14990.137880  14990.137880  3.826873e+02  0.178907  1.956685e+03                 E  14990.137880  14990.137880  3.826873e+02  0.178907  1956.685022                 E  14990.137880  14990.137880  3.826873e+02  0.178907  1.956685e+03
91                   G  15921.659642  15921.659642  5.537936e+02  0.178907  1.219364e+03          G  15921.658231  15921.658231  5.537933e+02  0.178907  1.955327e+03                 G  15921.658231  15921.658231  5.537933e+02  0.178907  1955.326674                 G  15921.658231  15921.658231  5.537933e+02  0.178907  1.955327e+03
92                   T  17547.077433  17547.077433  1.055388e+03  0.178907  1.218369e+03          T  17547.075471  17547.075471  1.055387e+03  0.178907  1.953882e+03                 T  17547.075471  17547.075471  1.055387e+03  0.178907  1953.881982                 T  17547.075471  17547.075471  1.055387e+03  0.178907  1.953882e+03
93                   Q  18475.035000  18475.035000  1.525112e+03  0.179004  1.218532e+03          Q  18475.033087  18475.033087  1.525111e+03  0.179004  1.954040e+03                 Q  18475.033087  18475.033087  1.525111e+03  0.179004  1954.039975                 Q  18475.033087  18475.033087  1.525111e+03  0.179004  1.954040e+03
94                   M  17848.297996  17848.297996  1.189360e+03  0.195331  2.207669e+03          M  17848.297041           NaN           NaN       NaN           NaN                 M  17848.297041           NaN           NaN       NaN          NaN                 M  17848.297041           NaN           NaN       NaN           NaN
95                   A  20655.080881           NaN           NaN       NaN           NaN          A  20655.080881           NaN           NaN       NaN           NaN                 A  20655.080881           NaN           NaN       NaN          NaN                 A  20655.080881           NaN           NaN       NaN           NaN
96                   H  23463.426485           NaN           NaN       NaN           NaN          H  23463.426485           NaN           NaN       NaN           NaN                 H  23463.426485           NaN           NaN       NaN          NaN                 H  23463.426485           NaN           NaN       NaN           NaN
97                   C  26271.772090           NaN           NaN       NaN           NaN          C  26271.772090           NaN           NaN       NaN           NaN                 C  26271.772090           NaN           NaN       NaN          NaN                 C  26271.772090           NaN           NaN       NaN           NaN
98                   L  29080.117694           NaN           NaN       NaN           NaN          L  29080.117694           NaN           NaN       NaN           NaN                 L  29080.117694           NaN           NaN       NaN          NaN                 L  29080.117694           NaN           NaN       NaN           NaN
99                   G  31888.463298           NaN           NaN       NaN           NaN          G  31888.463298           NaN           NaN       NaN           NaN                 G  31888.463298           NaN           NaN       NaN          NaN                 G  31888.463298           NaN           NaN       NaN           NaN
100                  A  34697.736656  34697.736656  9.517441e+05  0.000233  1.405054e+03          A  34677.659084  34677.659084  9.441930e+05  0.000235  9.523823e+02                 A  34677.659084  34677.659084  9.441930e+05  0.000235   952.382287                 A  34677.659084  34677.659084  9.441930e+05  0.000235  9.523823e+02
101                  Y  32146.843016  32146.843016  3.459345e+05  0.000233  1.407031e+03          Y  32126.766152  32126.766152  3.431899e+05  0.000235  9.519703e+02                 Y  32126.766152  32126.766152  3.431899e+05  0.000235   951.970315                 Y  32126.766152  32126.766152  3.431899e+05  0.000235  9.519703e+02
102                  C  38011.017456  38011.017456  3.543301e+06  0.000198  1.580888e+03          C  37986.723865  37986.723865  3.509314e+06  0.000200  8.332499e+02                 C  37986.723865  37986.723865  3.509314e+06    0.0002   833.249890                 C  37986.723865  37986.723865  3.509314e+06    0.0002  8.332499e+02
103                  P  36788.066604           NaN           NaN       NaN           NaN          P  36788.066604           NaN           NaN       NaN           NaN                 P  36788.066604           NaN           NaN       NaN          NaN                 P  36788.066604           NaN           NaN       NaN           NaN
104                  N  35574.824971  35574.824971  1.347861e+06  0.000198  1.582786e+03          N  35550.532209  35550.532209  1.334933e+06  0.000200  8.331061e+02                 N  35550.532209  35550.532209  1.334933e+06    0.0002   833.106064                 N  35550.532209  35550.532209  1.334933e+06    0.0002  8.331061e+02
105                  I  31744.354289  31744.354289  2.948790e+05  0.000198  1.582785e+03          I  31720.061595  31720.061595  2.920507e+05  0.000200  8.331105e+02                 I  31720.061595  31720.061595  2.920507e+05    0.0002   833.110502                 I  31720.061595  31720.061595  2.920507e+05    0.0002  8.331105e+02
106                  L  29424.224648  29424.224648  1.174570e+05  0.000198  1.584686e+03          L  29399.932905  29399.932905  1.163304e+05  0.000200  8.329747e+02                 L  29399.932905  29399.932905  1.163304e+05    0.0002   832.974659                 L  29399.932905  29399.932905  1.163304e+05    0.0002  8.329747e+02
107                  F  31647.219295  31647.219295  2.837313e+05  0.000188  1.746204e+03          F  31625.461279  31625.461279  2.812926e+05  0.000189  9.280128e+02                 F  31625.461279  31625.461279  2.812926e+05  0.000189   928.012806                 F  31625.461279  31625.461279  2.812926e+05  0.000189  9.280128e+02
108                  P  32528.570768           NaN           NaN       NaN           NaN          P  32528.570768           NaN           NaN       NaN           NaN                 P  32528.570768           NaN           NaN       NaN          NaN                 P  32528.570768           NaN           NaN       NaN           NaN
109                  Y  33418.324749  33418.324749  5.728934e+05  0.000081  1.569668e+03          A  33404.448418  33404.448418  5.697481e+05  0.000152  1.098702e+03                 A  33404.448418  33404.448418  5.697481e+05  0.000152  1098.702256                 A  33404.448418  33404.448418  5.697481e+05  0.000152  1.098702e+03
110                  A  34305.369178  34305.369178  8.145432e+05  0.000207  1.834602e+03          A  34290.261121  34290.261121  8.096755e+05  0.000185  1.190332e+03                 A  34290.261121  34290.261121  8.096755e+05  0.000185  1190.331753                 A  34290.261121  34290.261121  8.096755e+05  0.000185  1.190332e+03
111                  R  35192.327862  35192.327862  1.158083e+06  0.000156  8.101978e+03          R  35177.583267  35177.583267  1.151328e+06  0.000157  1.110605e+03                 R  35177.583267  35177.583267  1.151328e+06  0.000157  1110.605280                 R  35177.583267  35177.583267  1.151328e+06  0.000157  1.110605e+03
112                  E  36078.839976  36078.839976  1.646222e+06  0.000118  1.824557e+03          E  36065.561314  36065.561314  1.637572e+06  0.000118  1.042640e+03                 E  36065.561314  36065.561314  1.637572e+06  0.000118  1042.640197                 E  36065.561314  36065.561314  1.637572e+06  0.000118  1.042640e+03
113                  C  36961.584320  36961.584320  2.336618e+06  0.000190  3.759905e+03          C  36954.093090  36954.093090  2.329683e+06  0.000190  1.751382e+03                 C  36954.093090  36954.093090  2.329683e+06   0.00019  1751.382200                 C  36954.093090  36954.093090  2.329683e+06   0.00019  1.751382e+03
114                  I  33718.249622           NaN           NaN       NaN           NaN          I  33718.249622           NaN           NaN       NaN           NaN                 I  33718.249622           NaN           NaN       NaN          NaN                 I  33718.249622           NaN           NaN       NaN           NaN
115                  T  30482.025221  30482.025221  1.787067e+05  0.000421  1.493214e+03          A  30477.709459  30477.709459  1.784010e+05  0.000496  1.240944e+03                 A  30477.708903  30477.708903  1.784010e+05  0.000496  1236.934587                 A  30477.709459  30477.709459  1.784010e+05  0.000496  1.240944e+03
116                  S  35528.532183  35528.532183  1.323332e+06  0.000421  1.493293e+03          S  35526.423892  35526.423892  1.322225e+06  0.000266  1.679813e+03                 S  35526.423561  35526.423561  1.322225e+06  0.000266  1675.192734                 S  35526.423892  35526.423892  1.322225e+06  0.000266  1.679813e+03
117                  M  33503.713775  33503.713775  5.926341e+05  0.000494  1.459132e+03          M  33497.740352  33497.740352  5.912312e+05  0.000495  1.101738e+03                 M  33497.739523  33497.739523  5.912310e+05  0.000495  1096.128571                 M  33497.740352  33497.740352  5.912312e+05  0.000495  1.101738e+03
118                  V  27625.773448  27625.773448  5.754406e+04  0.000671  2.581810e+03          V  27616.869381  27616.869381  5.734114e+04  0.000673  1.022706e+03                 V  27616.867998  27616.867998  5.734111e+04  0.000673  1012.053692                 V  27616.869381  27616.869381  5.734114e+04  0.000673  1.022706e+03
119                  S  28711.213889  28711.213889  8.851666e+04  0.002880  6.421219e+02          A  28691.595519  28691.595519  8.783037e+04  0.001238  7.949598e+02                 A  28691.911118  28691.911118  8.784137e+04  0.001238   838.838013                 A  28691.595519  28691.595519  8.783037e+04  0.001238  7.949598e+02
120                  R  29580.403210  29580.403210  1.249651e+05  0.002882  6.418735e+02          R  29559.559399  29559.559399  1.239360e+05  0.001456  7.764523e+02                 R  29559.985041  29559.985041  1.239569e+05  0.001456   823.278548                 R  29559.559399  29559.559399  1.239360e+05  0.001456  7.764523e+02
121                  G  28479.061786  28479.061786  8.072807e+04  0.002880  6.421223e+02          G  28452.695903  28452.695903  7.988802e+04  0.002910  7.434762e+02                 G  28453.824420  28453.824420  7.992379e+04  0.002909   814.179753                 G  28452.695903  28452.695903  7.988802e+04   0.00291  7.434762e+02
122                  T  27956.718538  27956.718538  6.561805e+04  0.002880  6.421234e+02          T  27930.352735  27930.352735  6.493523e+04  0.002910  7.434799e+02                 T  27931.481248  27931.481248  6.496431e+04  0.002909   814.183991                 T  27930.352735  27930.352735  6.493523e+04   0.00291  7.434799e+02
123                  F  27144.181140  27144.181140  4.753580e+04  0.002880  6.421256e+02          F  27117.815499  27117.815499  4.704115e+04  0.002910  7.434874e+02                 F  27118.944005  27118.944005  4.706221e+04  0.002909   814.192603                 F  27117.815499  27117.815499  4.704115e+04   0.00291  7.434874e+02
124                  P  26727.569331           NaN           NaN       NaN           NaN          P  26727.569331           NaN           NaN       NaN           NaN                 P  26727.569331           NaN           NaN       NaN          NaN                 P  26727.569331           NaN           NaN       NaN           NaN
125                  Q  26331.638135  26331.638135  3.443636e+04  0.002880  6.421287e+02          Q  26305.272718  26305.272718  3.407803e+04  0.002910  7.434977e+02                 Q  26306.401215  26306.401215  3.409329e+04  0.002909   814.204492                 Q  26305.272718  26305.272718  3.407803e+04   0.00291  7.434977e+02
126                  L  24837.535601  24837.535601  1.903615e+04  0.003287  6.267663e+02          L  24815.990569  24815.990569  1.887412e+04  0.003316  8.213936e+02                 L  24817.301092  24817.301092  1.888394e+04  0.003314   921.052271                 L  24815.990569  24815.990569  1.887412e+04  0.003316  8.213936e+02
127                  N  20549.983206  20549.983206  3.473933e+03  0.082320  1.405744e+03          N  20550.317495  20550.317495  3.474394e+03  0.082309  1.357002e+03                 N  20552.081230  20552.081230  3.476826e+03  0.082251  2033.839781                 N  20550.317495  20550.317495  3.474394e+03  0.082309  1.357002e+03
128                  L  15897.530871  15897.530871  5.485175e+02  0.150130  1.267184e+03          L  15897.572173  15897.572173  5.485265e+02  0.150128  1.271111e+03                 L  15898.689450  15898.689450  5.487697e+02  0.150061  1946.500440                 L  15897.572173  15897.572173  5.485265e+02  0.150128  1.271111e+03
129                  A  15850.348837  15850.348837  5.383452e+02  0.171626  1.686517e+03          A  15850.056573  15850.056573  5.382828e+02  0.171646  1.239901e+03                 A  15850.922235  15850.922235  5.384677e+02  0.171587  1914.152188                 A  15850.056573  15850.056573  5.382828e+02  0.171646  1.239901e+03
130                  P  13724.538434           NaN           NaN       NaN           NaN          P  13724.538434           NaN           NaN       NaN           NaN                 P  13724.538434           NaN           NaN       NaN          NaN                 P  13724.538434           NaN           NaN       NaN           NaN
131                  V  11594.499098  11594.499098  9.948685e+01  0.171530  1.693368e+03          V  11594.212870  11594.212870  9.947555e+01  0.171549  1.245017e+03                 V  11595.061028  11595.061028  9.950903e+01  0.171492  1922.111868                 V  11594.212870  11594.212870  9.947555e+01  0.171549  1.245017e+03
132                  N  19102.447627  19102.447627  1.956171e+03  0.171720  1.685149e+03          N  19102.153600  19102.153600  1.955943e+03  0.171740  1.238961e+03                 N  19103.021720  19103.021720  1.956617e+03  0.171681  1912.738808                 N  19102.153600  19102.153600  1.955943e+03   0.17174  1.238961e+03
133                  F  17535.706766  17535.706766  1.050637e+03  0.171626  1.685789e+03          F  17535.413016  17535.413016  1.050515e+03  0.171646  1.239346e+03                 F  17536.280688  17536.280688  1.050877e+03  0.171587  1913.283050                 F  17535.413016  17535.413016  1.050515e+03  0.171646  1.239346e+03
134                  D  16123.961294           NaN           NaN       NaN           NaN          D  16123.961294           NaN           NaN       NaN           NaN               NaN  16123.961294           NaN           NaN       NaN          NaN                 D  16123.961294           NaN           NaN       NaN           NaN
135                  A  14709.400492           NaN           NaN       NaN           NaN          A  14709.400492           NaN           NaN       NaN           NaN               NaN  14709.400492           NaN           NaN       NaN          NaN                 A  14709.400492           NaN           NaN       NaN           NaN
136                  L  13294.839691           NaN           NaN       NaN           NaN          L  13294.839691           NaN           NaN       NaN           NaN               NaN  13294.839691           NaN           NaN       NaN          NaN                 L  13294.839691           NaN           NaN       NaN           NaN
137                  F  11880.278890           NaN           NaN       NaN           NaN          F  11880.278890           NaN           NaN       NaN           NaN               NaN  11880.278890           NaN           NaN       NaN          NaN                 F  11880.278890           NaN           NaN       NaN           NaN
138                  M  10467.092238  10467.092238  6.360778e+01  2.607143  1.598342e+07          M  10467.094521  10467.094521  6.360783e+01  2.607140  3.287984e+07               NaN  10467.094521           NaN           NaN       NaN          NaN                 M  10467.094521  10467.094521  6.360783e+01   2.60714  3.287984e+07
139                  N  17469.445386  17469.445386  1.023378e+03  0.583431  2.348553e+03          N  17469.447839  17469.447839  1.023379e+03  0.583431  3.202587e+03               NaN  17469.448402           NaN           NaN       NaN          NaN                 N  17469.447839  17469.447839  1.023379e+03  0.583431  3.202587e+03
140                  Y  14382.678491  14382.678491  3.007302e+02  0.558253  2.001037e+03          Y  14382.679782  14382.679782  3.007303e+02  0.558252  2.557470e+03               NaN  14382.679945           NaN           NaN       NaN          NaN                 Y  14382.679782  14382.679782  3.007303e+02  0.558252  2.557470e+03
141                  L  10896.389388  10896.389388  7.541875e+01  0.579762  2.028861e+03          L  10896.389273  10896.389273  7.541875e+01  0.579762  2.568009e+03               NaN  10896.386302           NaN           NaN       NaN          NaN                 L  10896.389273  10896.389273  7.541875e+01  0.579762  2.568009e+03
142                  Q  12215.191734  12215.191734  1.272661e+02  0.828586  4.238753e+03          Q  12215.188255  12215.188255  1.272659e+02  0.828587  5.606829e+03               NaN  12215.189491           NaN           NaN       NaN          NaN                 Q  12215.188255  12215.188255  1.272659e+02  0.828587  5.606829e+03
143                  Q  14606.103743  14606.103743  3.286048e+02  0.828812  4.223446e+03          Q  14606.104545  14606.104545  3.286049e+02  0.828812  5.586552e+03               NaN  14606.101120           NaN           NaN       NaN          NaN                 Q  14606.104545  14606.104545  3.286049e+02  0.828812  5.586552e+03
144                  Q  14606.103743  14606.103743  3.286048e+02  0.828812  4.223446e+03          Q  14606.104545  14606.104545  3.286049e+02  0.828812  5.586552e+03               NaN  14606.101120           NaN           NaN       NaN          NaN                 Q  14606.104545  14606.104545  3.286049e+02  0.828812  5.586552e+03
145                  A  14257.431346  14257.431346  2.861519e+02  0.828587  4.221674e+03          A  14257.432138  14257.432138  2.861520e+02  0.828586  5.584209e+03               NaN  14257.428700           NaN           NaN       NaN          NaN                 A  14257.432138  14257.432138  2.861520e+02  0.828586  5.584209e+03
146                  G  12917.790573  12917.790573  1.681793e+02  0.828137  4.224209e+03          G  12917.791374  12917.791374  1.681794e+02  0.828137  5.587563e+03               NaN  12917.787947           NaN           NaN       NaN          NaN                 G  12917.791374  12917.791374  1.681794e+02  0.828137  5.587563e+03
147                  E  13441.085036  13441.085036  2.069845e+02  0.829036  4.233986e+03          E  13441.081537  13441.081537  2.069842e+02  0.829037  5.600523e+03               NaN  13441.082747           NaN           NaN       NaN          NaN                 E  13441.081537  13441.081537  2.069842e+02  0.829037  5.600523e+03
148                  G  12042.843674  12042.843674  1.188548e+02  0.828138  4.233863e+03          G  12042.840168  12042.840168  1.188546e+02  0.828139  5.600362e+03               NaN  12042.841370           NaN           NaN       NaN          NaN                 G  12042.840168  12042.840168  1.188546e+02  0.828139  5.600362e+03
149                  T  13673.402389  13673.402389  2.269691e+02  0.829037  4.232319e+03          T  13673.398882  13673.398882  2.269688e+02  0.829038  5.598319e+03               NaN  13673.400082           NaN           NaN       NaN          NaN                 T  13673.398882  13673.398882  2.269688e+02  0.829038  5.598319e+03
150                  E  13617.382614  13617.382614  2.219802e+02  0.828587  4.225634e+03          E  13617.384067  13617.384067  2.219804e+02  0.828586  5.589443e+03               NaN  13617.380654           NaN           NaN       NaN          NaN                 E  13617.384067  13617.384067  2.219804e+02  0.828586  5.589443e+03
151                  E  11573.778786  11573.778786  9.867236e+01  0.828587  4.247682e+03          E  11573.780344  11573.780344  9.867242e+01  0.828587  5.618606e+03               NaN  11573.777070           NaN           NaN       NaN          NaN                 E  11573.780344  11573.780344  9.867242e+01  0.828587  5.618606e+03
152                  H   6097.228531   6097.228531  1.123492e+01  8.478970  2.148783e+19          H   6097.228531   6097.228531  1.123492e+01  8.478970  2.728268e+19               NaN   6097.228531           NaN           NaN       NaN          NaN                 H   6097.228531   6097.228531  1.123492e+01   8.47897  2.728268e+19
153                  Q   8625.733625   8625.733625  3.063648e+01  8.483221  2.081071e+19          Q   8625.733625   8625.733625  3.063648e+01  8.483221  2.642296e+19               NaN   8625.733625           NaN           NaN       NaN          NaN                 Q   8625.733625   8625.733625  3.063648e+01  8.483221  2.642296e+19
154                  D   8911.891269   8911.891269  3.431979e+01  8.483232  2.074169e+19          D   8911.891269   8911.891269  3.431979e+01  8.483232  2.633532e+19               NaN   8911.891269           NaN           NaN       NaN          NaN                 D   8911.891269   8911.891269  3.431979e+01  8.483232  2.633532e+19
155                  A   8921.574670   8921.574670  3.445189e+01  0.044365  1.433583e+03          A   8920.801406   8920.801406  3.444132e+01  0.044378  1.524892e+03               NaN   8912.229926           NaN           NaN       NaN          NaN                 A   8920.801406   8920.801406  3.444132e+01  0.044378  1.524892e+03