INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/367', architecture='escape_chain', number_of_states=30, log_f='trainig_log', no_mean=0, threads=1, fit='d', training_opt=[10, 500, 100], opt_options=[1e-06, 1e-06, 15000.0, 10.0])
INFO:root:Best Optimization Result for iteration 0 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 23.669560895998323
        x: [-1.498e+01 -1.498e+01 ...  2.211e+00  7.731e-01]
      nit: 24
      jac: [ 3.553e-07  3.553e-07 ... -1.972e-04  0.000e+00]
     nfev: 1080
     njev: 36
 hess_inv: <29x29 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 1 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 23.669512778989603
        x: [-1.149e+01 -1.149e+01 ...  2.063e+00  6.645e-01]
      nit: 27
      jac: [ 4.974e-06  4.974e-06 ... -2.256e-04  0.000e+00]
     nfev: 1260
     njev: 42
 hess_inv: <29x29 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 2 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 23.669337100307356
        x: [-1.500e+01 -1.500e+01 ...  1.828e+00  3.444e-01]
      nit: 24
      jac: [ 3.553e-07  3.553e-07 ... -2.771e-04  0.000e+00]
     nfev: 1080
     njev: 36
 hess_inv: <29x29 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 3 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 23.669300254519957
        x: [-1.500e+01 -1.500e+01 ...  1.915e+00  2.382e-01]
      nit: 22
      jac: [ 0.000e+00  0.000e+00 ... -2.572e-04  0.000e+00]
     nfev: 1080
     njev: 36
 hess_inv: <29x29 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 4 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 23.669106380600212
        x: [-1.500e+01 -1.498e+01 ...  4.803e+00  2.191e-01]
      nit: 23
      jac: [ 7.105e-07  7.105e-07 ... -1.599e-05  0.000e+00]
     nfev: 1260
     njev: 42
 hess_inv: <29x29 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 5 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 23.669358490142095
        x: [-1.500e+01 -1.500e+01 ...  2.545e+00  5.829e-01]
      nit: 31
      jac: [ 0.000e+00  0.000e+00 ... -1.457e-04  0.000e+00]
     nfev: 1230
     njev: 41
 hess_inv: <29x29 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 6 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 23.669202297779865
        x: [-1.500e+01 -1.500e+01 ...  3.400e+00  8.314e-02]
      nit: 31
      jac: [ 3.553e-07  3.553e-07 ... -6.430e-05  0.000e+00]
     nfev: 1290
     njev: 43
 hess_inv: <29x29 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 7 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 23.66906621647984
        x: [-1.500e+01 -1.500e+01 ...  4.654e+00  9.502e-02]
      nit: 34
      jac: [ 0.000e+00  0.000e+00 ... -1.883e-05  0.000e+00]
     nfev: 1350
     njev: 45
 hess_inv: <29x29 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 8 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 23.669066652616717
        x: [-1.499e+01 -1.499e+01 ...  5.107e+00  9.887e-01]
      nit: 14
      jac: [ 7.105e-07  7.105e-07 ... -1.137e-05  0.000e+00]
     nfev: 720
     njev: 24
 hess_inv: <29x29 LbfgsInvHessProduct with dtype=float64>
INFO:root:Best Optimization Result for iteration 9 :   message: CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
  success: True
   status: 0
      fun: 23.669320919306994
        x: [-1.500e+01 -1.500e+01 ...  2.762e+00  8.043e-01]
      nit: 18
      jac: [ 0.000e+00  0.000e+00 ... -1.190e-04  0.000e+00]
     nfev: 930
     njev: 31
 hess_inv: <29x29 LbfgsInvHessProduct with dtype=float64>
