INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/38', architecture='escape_chain', number_of_states=46, log_f='trainig_log', no_mean=1, 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: 2.9648034168456734
        x: [-1.500e+01 -1.500e+01 ...  1.182e-01  7.112e-01]
      nit: 40
      jac: [ 3.553e-07  3.553e-07 ...  0.000e+00  0.000e+00]
     nfev: 1886
     njev: 41
 hess_inv: <45x45 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: 2.9648127730725427
        x: [-1.495e+01 -1.491e+01 ...  9.254e-01  7.109e-01]
      nit: 39
      jac: [ 3.553e-07  3.553e-07 ...  0.000e+00  0.000e+00]
     nfev: 1886
     njev: 41
 hess_inv: <45x45 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: 2.964809312157382
        x: [-1.500e+01 -1.500e+01 ...  4.683e-01  4.394e-01]
      nit: 40
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 1886
     njev: 41
 hess_inv: <45x45 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: 2.9648014081949543
        x: [-1.500e+01 -1.500e+01 ...  4.532e-01  1.055e-01]
      nit: 38
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 1840
     njev: 40
 hess_inv: <45x45 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: 2.964801108695591
        x: [-1.500e+01 -1.498e+01 ...  8.434e-01  1.585e-01]
      nit: 43
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2116
     njev: 46
 hess_inv: <45x45 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: 2.9648035924075833
        x: [-1.500e+01 -1.500e+01 ...  6.852e-01  7.364e-01]
      nit: 40
      jac: [ 3.553e-07  3.553e-07 ...  0.000e+00  0.000e+00]
     nfev: 1978
     njev: 43
 hess_inv: <45x45 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: 2.9648131671806794
        x: [-1.500e+01 -1.489e+01 ...  8.298e-01  3.125e-01]
      nit: 37
      jac: [ 2.665e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 1886
     njev: 41
 hess_inv: <45x45 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: 2.964802947131347
        x: [-1.498e+01 -1.500e+01 ...  8.640e-01  2.237e-01]
      nit: 39
      jac: [ 3.109e-07  3.109e-07 ...  0.000e+00  0.000e+00]
     nfev: 1932
     njev: 42
 hess_inv: <45x45 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: 2.9648064454338137
        x: [-1.500e+01 -1.500e+01 ...  8.704e-01  1.967e-01]
      nit: 42
      jac: [ 2.665e-07  2.665e-07 ...  0.000e+00  0.000e+00]
     nfev: 2070
     njev: 45
 hess_inv: <45x45 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: 2.964808741612479
        x: [-1.500e+01 -1.500e+01 ...  3.961e-01  6.523e-01]
      nit: 42
      jac: [ 3.109e-07  3.553e-07 ...  0.000e+00  0.000e+00]
     nfev: 2024
     njev: 44
 hess_inv: <45x45 LbfgsInvHessProduct with dtype=float64>
