INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/360', architecture='escape_chain', number_of_states=16, 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: 35.12889602340006
        x: [-1.500e+01 -1.500e+01 ... -2.927e-01 -6.960e+00]
      nit: 26
      jac: [ 7.105e-07  7.105e-07 ...  1.030e-04  8.171e-05]
     nfev: 560
     njev: 35
 hess_inv: <15x15 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: 35.12888699639776
        x: [-1.500e+01 -1.500e+01 ... -2.903e-01 -7.410e+00]
      nit: 26
      jac: [ 0.000e+00  0.000e+00 ...  1.890e-04  5.258e-05]
     nfev: 624
     njev: 39
 hess_inv: <15x15 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: 35.128914699743284
        x: [-1.500e+01 -1.500e+01 ... -2.950e-01 -6.747e+00]
      nit: 28
      jac: [ 7.105e-07  7.105e-07 ...  1.918e-05  1.009e-04]
     nfev: 624
     njev: 39
 hess_inv: <15x15 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: 35.12889994428733
        x: [-1.500e+01 -1.500e+01 ... -2.944e-01 -6.912e+00]
      nit: 24
      jac: [ 0.000e+00  0.000e+00 ...  3.979e-05  8.598e-05]
     nfev: 592
     njev: 37
 hess_inv: <15x15 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: 35.12890422227615
        x: [-1.500e+01 -1.500e+01 ... -2.994e-01 -6.870e+00]
      nit: 24
      jac: [ 0.000e+00  0.000e+00 ... -1.428e-04  8.882e-05]
     nfev: 576
     njev: 36
 hess_inv: <15x15 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: 35.128904315370285
        x: [-1.500e+01 -1.500e+01 ... -2.968e-01 -6.952e+00]
      nit: 26
      jac: [ 0.000e+00  0.000e+00 ... -4.832e-05  8.242e-05]
     nfev: 560
     njev: 35
 hess_inv: <15x15 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: 35.12890757021081
        x: [-1.500e+01 -1.500e+01 ... -2.952e-01 -6.819e+00]
      nit: 28
      jac: [ 0.000e+00  0.000e+00 ...  9.237e-06  9.308e-05]
     nfev: 544
     njev: 34
 hess_inv: <15x15 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: 35.128877497222184
        x: [-1.500e+01 -1.500e+01 ... -2.935e-01 -7.215e+00]
      nit: 26
      jac: [ 0.000e+00  0.000e+00 ...  7.176e-05  6.253e-05]
     nfev: 560
     njev: 35
 hess_inv: <15x15 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: 35.12894084616531
        x: [-1.500e+01 -1.500e+01 ... -2.937e-01 -6.546e+00]
      nit: 26
      jac: [ 0.000e+00  0.000e+00 ...  6.537e-05  1.229e-04]
     nfev: 576
     njev: 36
 hess_inv: <15x15 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: 35.12889217084726
        x: [-1.500e+01 -1.500e+01 ... -2.938e-01 -7.003e+00]
      nit: 25
      jac: [ 0.000e+00  0.000e+00 ...  6.182e-05  7.745e-05]
     nfev: 624
     njev: 39
 hess_inv: <15x15 LbfgsInvHessProduct with dtype=float64>
