INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/126', architecture='escape_chain', number_of_states=38, 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: 2.964789652013449
        x: [-1.500e+01 -1.500e+01 ...  2.017e-01  8.308e-01]
      nit: 52
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2318
     njev: 61
 hess_inv: <37x37 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: 2.9648015212286962
        x: [-1.500e+01 -1.500e+01 ...  6.834e-01  3.749e-01]
      nit: 56
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 2584
     njev: 68
 hess_inv: <37x37 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: 2.9647955448511585
        x: [-1.500e+01 -1.500e+01 ...  7.210e-01  2.769e-01]
      nit: 53
      jac: [ 3.553e-07  3.553e-07 ...  0.000e+00  0.000e+00]
     nfev: 2508
     njev: 66
 hess_inv: <37x37 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: 2.9647958304238826
        x: [-1.500e+01 -1.500e+01 ...  9.560e-01  4.459e-01]
      nit: 49
      jac: [ 3.997e-07  3.997e-07 ...  0.000e+00  0.000e+00]
     nfev: 2128
     njev: 56
 hess_inv: <37x37 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: 2.9647963320685577
        x: [-1.500e+01 -1.500e+01 ...  8.936e-01  4.004e-01]
      nit: 51
      jac: [ 2.220e-07  2.220e-07 ...  0.000e+00  0.000e+00]
     nfev: 2280
     njev: 60
 hess_inv: <37x37 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: 2.9647931254000865
        x: [-1.500e+01 -1.500e+01 ...  9.027e-02  3.610e-02]
      nit: 57
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 2546
     njev: 67
 hess_inv: <37x37 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: 2.964804862078914
        x: [-1.500e+01 -1.500e+01 ...  4.715e-01  9.606e-01]
      nit: 50
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2242
     njev: 59
 hess_inv: <37x37 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: 2.964791095691422
        x: [-1.500e+01 -1.500e+01 ...  3.701e-01  5.357e-01]
      nit: 55
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 2470
     njev: 65
 hess_inv: <37x37 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: 2.964790024612418
        x: [-1.500e+01 -1.500e+01 ...  3.770e-01  8.845e-01]
      nit: 56
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 2470
     njev: 65
 hess_inv: <37x37 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: 2.965268242223886
        x: [-1.500e+01 -1.500e+01 ...  4.544e-01  5.388e-01]
      nit: 38
      jac: [ 3.553e-07  3.553e-07 ...  0.000e+00  0.000e+00]
     nfev: 1634
     njev: 43
 hess_inv: <37x37 LbfgsInvHessProduct with dtype=float64>
