INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/91', architecture='combined', number_of_states=30, 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: 3.4471404118624656
        x: [ 7.876e-01 -1.165e+01 ...  3.831e+00 -2.637e+00]
      nit: 128
      jac: [ 6.581e-05  3.908e-06 ... -2.354e-06  2.398e-06]
     nfev: 8201
     njev: 139
 hess_inv: <58x58 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: 3.446266891774354
        x: [ 9.196e-01 -1.314e+01 ...  5.101e+00 -4.042e+00]
      nit: 88
      jac: [ 3.513e-05  7.550e-07 ... -5.995e-06  6.173e-06]
     nfev: 5723
     njev: 97
 hess_inv: <58x58 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: 3.4464818995625546
        x: [ 6.179e+00 -6.166e+00 ...  3.951e+00 -2.763e+00]
      nit: 71
      jac: [-3.642e-06  4.352e-06 ... -1.021e-06  9.770e-07]
     nfev: 4602
     njev: 78
 hess_inv: <58x58 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: 3.446089939805215
        x: [ 8.559e-01 -1.101e+01 ...  5.277e+00 -5.142e+00]
      nit: 107
      jac: [ 9.641e-05  7.061e-06 ... -1.110e-06  1.110e-06]
     nfev: 7198
     njev: 122
 hess_inv: <58x58 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: 3.4467919942147502
        x: [ 4.621e+00 -6.874e+00 ...  4.629e+00 -4.268e+00]
      nit: 72
      jac: [ 1.283e-05  1.008e-05 ... -8.482e-06  9.237e-06]
     nfev: 4720
     njev: 80
 hess_inv: <58x58 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: 3.4462566143034246
        x: [ 6.393e-01 -1.343e+01 ...  6.630e+00 -6.867e+00]
      nit: 112
      jac: [-1.032e-04  7.550e-07 ...  0.000e+00  4.885e-07]
     nfev: 7552
     njev: 128
 hess_inv: <58x58 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: 3.4460973428542485
        x: [ 5.613e+00 -8.876e+00 ...  6.540e+00 -6.590e+00]
      nit: 117
      jac: [ 3.553e-07  4.441e-07 ... -4.441e-08  8.882e-08]
     nfev: 7670
     njev: 130
 hess_inv: <58x58 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: 3.44751030544732
        x: [ 6.235e-01 -1.192e+01 ...  5.367e+00 -4.599e+00]
      nit: 143
      jac: [ 9.837e-05  3.553e-06 ... -5.329e-07  5.329e-07]
     nfev: 9263
     njev: 157
 hess_inv: <58x58 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: 3.445891298870996
        x: [ 1.872e+00 -1.039e+01 ...  6.065e+00 -4.873e+00]
      nit: 109
      jac: [-2.194e-05  4.752e-06 ... -5.906e-06  6.395e-06]
     nfev: 7139
     njev: 121
 hess_inv: <58x58 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: 3.4463546440338155
        x: [ 2.568e+00 -8.834e+00 ...  5.837e+00 -5.754e+00]
      nit: 74
      jac: [ 7.860e-06  1.124e-05 ... -3.508e-06  3.730e-06]
     nfev: 4897
     njev: 83
 hess_inv: <58x58 LbfgsInvHessProduct with dtype=float64>
