INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/458', architecture='escape_chain', number_of_states=74, 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: 3.4263602488712723
        x: [-1.213e+01 -1.233e+01 ...  8.609e-01  4.820e-02]
      nit: 32
      jac: [ 5.418e-06  4.441e-06 ...  0.000e+00  0.000e+00]
     nfev: 2590
     njev: 35
 hess_inv: <73x73 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: 3.4263251367032366
        x: [-1.243e+01 -1.231e+01 ...  3.400e-01  5.198e-01]
      nit: 46
      jac: [ 3.997e-06  4.530e-06 ...  0.000e+00  0.000e+00]
     nfev: 3922
     njev: 53
 hess_inv: <73x73 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: 3.426405596296625
        x: [-1.179e+01 -1.177e+01 ...  5.586e-01  1.526e-01]
      nit: 33
      jac: [ 7.550e-06  7.727e-06 ...  0.000e+00  0.000e+00]
     nfev: 2590
     njev: 35
 hess_inv: <73x73 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: 3.4263177665216906
        x: [-1.215e+01 -1.203e+01 ...  3.682e-02  8.785e-01]
      nit: 56
      jac: [ 5.373e-06  5.995e-06 ...  0.000e+00  0.000e+00]
     nfev: 4810
     njev: 65
 hess_inv: <73x73 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: 3.4263133207202183
        x: [-1.282e+01 -1.281e+01 ...  7.743e-01  3.156e-01]
      nit: 45
      jac: [ 2.709e-06  2.709e-06 ...  0.000e+00  0.000e+00]
     nfev: 3552
     njev: 48
 hess_inv: <73x73 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: 3.4263130073760584
        x: [-1.163e+01 -1.171e+01 ...  7.282e-01  7.829e-01]
      nit: 55
      jac: [ 8.926e-06  8.216e-06 ...  0.000e+00  0.000e+00]
     nfev: 4736
     njev: 64
 hess_inv: <73x73 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: 3.4263176345244095
        x: [-1.233e+01 -1.307e+01 ...  7.184e-01  6.961e-01]
      nit: 47
      jac: [ 4.441e-06  2.087e-06 ...  0.000e+00  0.000e+00]
     nfev: 4144
     njev: 56
 hess_inv: <73x73 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: 3.426373127606441
        x: [-1.078e+01 -1.286e+01 ...  8.791e-01  3.197e-02]
      nit: 39
      jac: [ 2.087e-05  2.620e-06 ...  0.000e+00  0.000e+00]
     nfev: 3182
     njev: 43
 hess_inv: <73x73 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: 3.4262954556690746
        x: [-1.373e+01 -1.380e+01 ...  9.652e-01  8.095e-01]
      nit: 44
      jac: [ 1.110e-06  1.110e-06 ...  0.000e+00  0.000e+00]
     nfev: 3404
     njev: 46
 hess_inv: <73x73 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: 3.4263212608576423
        x: [-1.257e+01 -1.283e+01 ...  5.915e-01  5.933e-01]
      nit: 44
      jac: [ 3.464e-06  2.620e-06 ...  0.000e+00  0.000e+00]
     nfev: 3404
     njev: 46
 hess_inv: <73x73 LbfgsInvHessProduct with dtype=float64>
