INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/449', architecture='escape_chain', number_of_states=56, log_f='trainig_log', no_mean=1, threads=1, fit='d', training_opt=[10, 1000, 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: 3.4262708027355413
        x: [-1.450e+01 -1.449e+01 ...  5.723e+00  5.647e-01]
      nit: 54
      jac: [ 5.329e-07  4.885e-07 ... -3.242e-06  0.000e+00]
     nfev: 3136
     njev: 56
 hess_inv: <55x55 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: 3.4262854559955946
        x: [-1.362e+01 -1.402e+01 ...  4.662e+00  5.017e-01]
      nit: 53
      jac: [ 1.155e-06  7.994e-07 ... -9.326e-06  0.000e+00]
     nfev: 3024
     njev: 54
 hess_inv: <55x55 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: 3.4263542993901184
        x: [-1.205e+01 -1.214e+01 ...  3.243e+00  9.123e-01]
      nit: 43
      jac: [ 5.906e-06  5.418e-06 ... -3.757e-05  0.000e+00]
     nfev: 2520
     njev: 45
 hess_inv: <55x55 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: 3.4262858581191593
        x: [-1.408e+01 -1.420e+01 ...  4.762e+00  7.657e-01]
      nit: 47
      jac: [ 8.438e-07  7.550e-07 ... -8.438e-06  0.000e+00]
     nfev: 2744
     njev: 49
 hess_inv: <55x55 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: 3.426296932881058
        x: [-1.379e+01 -1.381e+01 ...  4.065e+00  8.268e-01]
      nit: 45
      jac: [ 1.110e-06  1.021e-06 ... -1.683e-05  0.000e+00]
     nfev: 2632
     njev: 47
 hess_inv: <55x55 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: 3.4263179139079583
        x: [-1.248e+01 -1.282e+01 ...  3.640e+00  2.923e-01]
      nit: 49
      jac: [ 3.819e-06  2.753e-06 ... -2.554e-05  0.000e+00]
     nfev: 2968
     njev: 53
 hess_inv: <55x55 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: 3.4263377640024264
        x: [-1.260e+01 -1.259e+01 ...  3.652e+00  1.567e-01]
      nit: 45
      jac: [ 3.375e-06  3.464e-06 ... -2.527e-05  0.000e+00]
     nfev: 2632
     njev: 47
 hess_inv: <55x55 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: 3.426305248621351
        x: [-1.345e+01 -1.340e+01 ...  3.978e+00  7.040e-02]
      nit: 45
      jac: [ 1.510e-06  1.599e-06 ... -1.834e-05  0.000e+00]
     nfev: 2800
     njev: 50
 hess_inv: <55x55 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: 3.4264022006878685
        x: [-1.180e+01 -1.198e+01 ...  2.798e+00  6.398e-02]
      nit: 34
      jac: [ 7.550e-06  6.262e-06 ... -5.742e-05  0.000e+00]
     nfev: 2072
     njev: 37
 hess_inv: <55x55 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: 3.4262944370988015
        x: [-1.403e+01 -1.391e+01 ...  5.009e+00  5.495e-01]
      nit: 52
      jac: [ 8.438e-07  8.438e-07 ... -6.617e-06  0.000e+00]
     nfev: 3136
     njev: 56
 hess_inv: <55x55 LbfgsInvHessProduct with dtype=float64>
