INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/450', architecture='escape_chain', number_of_states=58, 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: 3.4263506223814804
        x: [-1.220e+01 -1.221e+01 ...  4.492e-01  9.830e-01]
      nit: 44
      jac: [ 4.929e-06  4.929e-06 ...  0.000e+00  0.000e+00]
     nfev: 2726
     njev: 47
 hess_inv: <57x57 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: 3.426301626770322
        x: [-1.500e+01 -1.229e+01 ...  9.876e-01  2.000e-01]
      nit: 35
      jac: [ 3.553e-07  4.663e-06 ...  0.000e+00  0.000e+00]
     nfev: 2436
     njev: 42
 hess_inv: <57x57 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: 3.42628094671936
        x: [-1.413e+01 -1.442e+01 ...  1.940e-01  8.614e-01]
      nit: 52
      jac: [ 7.550e-07  6.217e-07 ...  0.000e+00  0.000e+00]
     nfev: 3074
     njev: 53
 hess_inv: <57x57 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: 3.426282700661007
        x: [-1.405e+01 -1.437e+01 ...  4.258e-01  3.992e-01]
      nit: 48
      jac: [ 7.550e-07  5.329e-07 ...  0.000e+00  0.000e+00]
     nfev: 2958
     njev: 51
 hess_inv: <57x57 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: 3.426372065739605
        x: [-1.205e+01 -1.216e+01 ...  4.427e-01  5.394e-01]
      nit: 36
      jac: [ 5.818e-06  5.196e-06 ...  0.000e+00  0.000e+00]
     nfev: 2204
     njev: 38
 hess_inv: <57x57 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: 3.426288892813452
        x: [-1.432e+01 -1.422e+01 ...  5.284e-01  2.632e-01]
      nit: 50
      jac: [ 5.773e-07  6.661e-07 ...  0.000e+00  0.000e+00]
     nfev: 3248
     njev: 56
 hess_inv: <57x57 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: 3.4263055953114008
        x: [-1.157e+01 -1.400e+01 ...  7.210e-01  5.868e-01]
      nit: 48
      jac: [ 9.370e-06  7.994e-07 ...  0.000e+00  0.000e+00]
     nfev: 3190
     njev: 55
 hess_inv: <57x57 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: 3.426346702456307
        x: [-1.215e+01 -1.213e+01 ...  8.629e-01  7.574e-01]
      nit: 46
      jac: [ 5.285e-06  5.329e-06 ...  0.000e+00  0.000e+00]
     nfev: 2784
     njev: 48
 hess_inv: <57x57 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: 3.426313112107574
        x: [-1.408e+01 -1.360e+01 ...  8.610e-01  4.653e-01]
      nit: 46
      jac: [ 7.550e-07  1.288e-06 ...  0.000e+00  0.000e+00]
     nfev: 2958
     njev: 51
 hess_inv: <57x57 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: 3.4263202750323134
        x: [-1.154e+01 -1.358e+01 ...  9.994e-01  5.257e-01]
      nit: 42
      jac: [ 9.726e-06  1.288e-06 ...  0.000e+00  0.000e+00]
     nfev: 2900
     njev: 50
 hess_inv: <57x57 LbfgsInvHessProduct with dtype=float64>
