INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/127', architecture='escape_chain', number_of_states=40, 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: 2.96479386854587
        x: [-1.500e+01 -1.500e+01 ...  3.172e-01  1.669e-01]
      nit: 54
      jac: [ 3.997e-07  3.997e-07 ...  0.000e+00  0.000e+00]
     nfev: 2400
     njev: 60
 hess_inv: <39x39 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: 2.9648031426378716
        x: [-1.500e+01 -1.500e+01 ...  5.724e-01  5.107e-01]
      nit: 53
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 2480
     njev: 62
 hess_inv: <39x39 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: 2.9647942812526455
        x: [-1.500e+01 -1.500e+01 ...  2.899e-01  8.476e-01]
      nit: 56
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2560
     njev: 64
 hess_inv: <39x39 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: 2.9652605040506796
        x: [-1.500e+01 -1.500e+01 ...  7.986e-01  2.590e-01]
      nit: 38
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 1640
     njev: 41
 hess_inv: <39x39 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: 2.9647942100719984
        x: [-1.500e+01 -1.500e+01 ...  1.836e-01  3.129e-02]
      nit: 56
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 2640
     njev: 66
 hess_inv: <39x39 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: 2.965263979630981
        x: [-1.500e+01 -1.500e+01 ...  2.562e-01  7.156e-02]
      nit: 39
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2000
     njev: 50
 hess_inv: <39x39 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: 2.9647912403273176
        x: [-1.500e+01 -1.500e+01 ...  2.852e-01  4.123e-01]
      nit: 53
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2440
     njev: 61
 hess_inv: <39x39 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: 2.9647928751252595
        x: [-1.500e+01 -1.500e+01 ...  8.618e-01  3.648e-01]
      nit: 53
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 2360
     njev: 59
 hess_inv: <39x39 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: 2.9647917659767007
        x: [-1.500e+01 -1.500e+01 ...  8.985e-01  3.303e-01]
      nit: 55
      jac: [ 3.997e-07  3.997e-07 ...  0.000e+00  0.000e+00]
     nfev: 2680
     njev: 67
 hess_inv: <39x39 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: 2.964801089428327
        x: [-1.500e+01 -1.500e+01 ...  9.198e-01  2.481e-01]
      nit: 54
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2680
     njev: 67
 hess_inv: <39x39 LbfgsInvHessProduct with dtype=float64>
