INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/364', architecture='escape_chain', number_of_states=24, 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: 23.309318760275687
        x: [-1.500e+01 -1.500e+01 ...  2.411e+00 -2.418e+00]
      nit: 32
      jac: [ 0.000e+00  0.000e+00 ...  1.890e-04  1.638e-04]
     nfev: 1080
     njev: 45
 hess_inv: <23x23 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: 23.309283643961823
        x: [-1.500e+01 -1.500e+01 ...  2.371e+00 -2.443e+00]
      nit: 31
      jac: [ 0.000e+00  0.000e+00 ...  1.204e-04  1.595e-04]
     nfev: 1104
     njev: 46
 hess_inv: <23x23 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: 23.30927876678116
        x: [-1.500e+01 -1.500e+01 ...  2.279e+00 -2.441e+00]
      nit: 30
      jac: [ 0.000e+00  0.000e+00 ... -4.370e-05  1.599e-04]
     nfev: 1056
     njev: 44
 hess_inv: <23x23 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: 23.30912322993447
        x: [-1.500e+01 -1.500e+01 ...  2.326e+00 -4.889e+00]
      nit: 28
      jac: [ 0.000e+00  0.000e+00 ...  4.121e-05  1.457e-05]
     nfev: 1008
     njev: 42
 hess_inv: <23x23 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: 23.30955185210251
        x: [-1.500e+01 -1.500e+01 ...  2.338e+00 -1.399e+00]
      nit: 18
      jac: [ 3.553e-07  3.553e-07 ...  6.395e-05  3.961e-04]
     nfev: 768
     njev: 32
 hess_inv: <23x23 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: 23.309269456797228
        x: [-1.500e+01 -1.500e+01 ...  2.318e+00 -2.453e+00]
      nit: 33
      jac: [ 3.553e-07  3.553e-07 ...  2.807e-05  1.588e-04]
     nfev: 1104
     njev: 46
 hess_inv: <23x23 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: 23.309291737028005
        x: [-1.500e+01 -1.500e+01 ...  2.239e+00 -2.344e+00]
      nit: 30
      jac: [ 3.553e-07  3.553e-07 ... -1.180e-04  1.755e-04]
     nfev: 1080
     njev: 45
 hess_inv: <23x23 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: 23.309295482999683
        x: [-1.500e+01 -1.500e+01 ...  2.240e+00 -2.396e+00]
      nit: 30
      jac: [ 0.000e+00  0.000e+00 ... -1.165e-04  1.673e-04]
     nfev: 1056
     njev: 44
 hess_inv: <23x23 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: 23.30926889412771
        x: [-1.500e+01 -1.500e+01 ...  2.290e+00 -2.458e+00]
      nit: 31
      jac: [ 3.553e-07  3.553e-07 ... -2.345e-05  1.577e-04]
     nfev: 1152
     njev: 48
 hess_inv: <23x23 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: 23.309421305616738
        x: [-1.500e+01 -1.500e+01 ...  2.298e+00 -1.799e+00]
      nit: 27
      jac: [ 0.000e+00  0.000e+00 ... -7.461e-06  2.839e-04]
     nfev: 960
     njev: 40
 hess_inv: <23x23 LbfgsInvHessProduct with dtype=float64>
