INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/242', architecture='escape_chain', number_of_states=24, log_f='trainig_log', no_mean=0, 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: 24.401575695524954
        x: [-1.500e+01 -1.500e+01 ...  8.425e-01 -3.404e+00]
      nit: 29
      jac: [ 0.000e+00  0.000e+00 ...  8.669e-05  1.286e-04]
     nfev: 1056
     njev: 44
 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: 24.401482129020163
        x: [-1.500e+01 -1.500e+01 ...  7.739e-01 -4.749e+00]
      nit: 16
      jac: [ 3.553e-07  3.553e-07 ... -1.034e-04  3.446e-05]
     nfev: 672
     njev: 28
 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: 24.40149941406268
        x: [-1.500e+01 -1.500e+01 ...  6.999e-01 -5.352e+00]
      nit: 15
      jac: [ 0.000e+00  0.000e+00 ... -3.137e-04  1.883e-05]
     nfev: 648
     njev: 27
 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: 24.401464353414514
        x: [-1.500e+01 -1.500e+01 ...  8.139e-01 -5.071e+00]
      nit: 16
      jac: [ 0.000e+00  0.000e+00 ...  8.171e-06  2.487e-05]
     nfev: 600
     njev: 25
 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: 24.401789101325495
        x: [-1.500e+01 -1.500e+01 ...  7.054e-01 -2.507e+00]
      nit: 27
      jac: [ 3.553e-07  3.553e-07 ... -2.977e-04  3.016e-04]
     nfev: 1080
     njev: 45
 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: 24.401576076132407
        x: [-1.500e+01 -1.500e+01 ...  8.262e-01 -3.376e+00]
      nit: 29
      jac: [ 3.553e-07  3.553e-07 ...  4.228e-05  1.325e-04]
     nfev: 1080
     njev: 45
 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: 24.401556668589524
        x: [-1.500e+01 -1.500e+01 ...  8.328e-01 -3.578e+00]
      nit: 31
      jac: [ 0.000e+00  0.000e+00 ...  6.040e-05  1.084e-04]
     nfev: 1128
     njev: 47
 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: 24.401642845519557
        x: [-1.500e+01 -1.500e+01 ...  8.140e-01 -2.960e+00]
      nit: 24
      jac: [ 0.000e+00  0.000e+00 ...  8.171e-06  1.968e-04]
     nfev: 912
     njev: 38
 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: 24.401527861768255
        x: [-1.500e+01 -1.500e+01 ...  8.094e-01 -3.799e+00]
      nit: 22
      jac: [ 0.000e+00  0.000e+00 ... -4.263e-06  8.775e-05]
     nfev: 816
     njev: 34
 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: 24.40157748839338
        x: [-1.500e+01 -1.500e+01 ...  8.068e-01 -3.397e+00]
      nit: 28
      jac: [ 3.553e-07  3.553e-07 ... -1.137e-05  1.297e-04]
     nfev: 1032
     njev: 43
 hess_inv: <23x23 LbfgsInvHessProduct with dtype=float64>
