INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/447', architecture='escape_chain', number_of_states=52, 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: 3.7003233542693788
        x: [-1.164e+01 -1.163e+01 ...  6.955e-01 -5.857e+00]
      nit: 36
      jac: [ 8.749e-06  8.749e-06 ...  7.949e-06  1.430e-05]
     nfev: 2028
     njev: 39
 hess_inv: <51x51 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: 3.70025118031477
        x: [-1.326e+01 -1.320e+01 ...  6.932e-01 -7.522e+00]
      nit: 42
      jac: [ 1.688e-06  1.865e-06 ...  2.665e-07  2.665e-06]
     nfev: 2236
     njev: 43
 hess_inv: <51x51 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: 3.7003019787553413
        x: [-1.189e+01 -1.189e+01 ...  6.899e-01 -6.374e+00]
      nit: 44
      jac: [ 6.795e-06  6.795e-06 ... -1.092e-05  8.438e-06]
     nfev: 2444
     njev: 47
 hess_inv: <51x51 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: 3.7002326910497434
        x: [-1.464e+01 -1.414e+01 ...  6.929e-01 -1.027e+01]
      nit: 58
      jac: [ 4.885e-07  7.550e-07 ... -7.994e-07  2.220e-07]
     nfev: 3328
     njev: 64
 hess_inv: <51x51 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: 3.7002534553161093
        x: [-1.287e+01 -1.267e+01 ...  6.835e-01 -7.832e+00]
      nit: 54
      jac: [ 2.620e-06  3.242e-06 ... -3.233e-05  1.998e-06]
     nfev: 3016
     njev: 58
 hess_inv: <51x51 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: 3.7003186525385203
        x: [-1.163e+01 -1.163e+01 ...  6.913e-01 -5.889e+00]
      nit: 35
      jac: [ 8.882e-06  8.882e-06 ... -6.173e-06  1.381e-05]
     nfev: 1924
     njev: 37
 hess_inv: <51x51 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: 3.70027995576074
        x: [-1.233e+01 -1.233e+01 ...  6.937e-01 -7.025e+00]
      nit: 45
      jac: [ 4.308e-06  4.396e-06 ...  1.732e-06  4.396e-06]
     nfev: 2444
     njev: 47
 hess_inv: <51x51 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: 3.7002693667536883
        x: [-1.312e+01 -1.248e+01 ...  6.864e-01 -8.019e+00]
      nit: 35
      jac: [ 1.998e-06  3.730e-06 ... -2.265e-05  1.643e-06]
     nfev: 1976
     njev: 38
 hess_inv: <51x51 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: 3.700342489258506
        x: [-1.124e+01 -1.110e+01 ...  7.015e-01 -6.349e+00]
      nit: 33
      jac: [ 1.301e-05  1.501e-05 ...  2.784e-05  8.749e-06]
     nfev: 1820
     njev: 35
 hess_inv: <51x51 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: 3.7002431485140788
        x: [-1.500e+01 -1.374e+01 ...  6.970e-01 -1.033e+01]
      nit: 51
      jac: [ 2.665e-07  1.066e-06 ...  1.283e-05  1.776e-07]
     nfev: 2964
     njev: 57
 hess_inv: <51x51 LbfgsInvHessProduct with dtype=float64>
