INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/222', architecture='chain', number_of_states=14, log_f='trainig_log', no_mean=0, threads=1, fit='d', training_opt=[10, 20, 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: 28.537117163283153
        x: [-1.312e+00 -1.312e+00 ... -1.312e+00 -1.312e+00]
      nit: 4
      jac: [ 6.395e-06  6.395e-06 ...  6.395e-06  6.395e-06]
     nfev: 210
     njev: 15
 hess_inv: <13x13 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: 28.537117163283153
        x: [-1.312e+00 -1.312e+00 ... -1.312e+00 -1.312e+00]
      nit: 4
      jac: [ 6.395e-06  6.395e-06 ...  6.395e-06  6.395e-06]
     nfev: 210
     njev: 15
 hess_inv: <13x13 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: 28.537117163283153
        x: [-1.312e+00 -1.312e+00 ... -1.312e+00 -1.312e+00]
      nit: 4
      jac: [ 6.395e-06  6.395e-06 ...  6.395e-06  6.395e-06]
     nfev: 210
     njev: 15
 hess_inv: <13x13 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: 28.537117163283153
        x: [-1.312e+00 -1.312e+00 ... -1.312e+00 -1.312e+00]
      nit: 4
      jac: [ 6.395e-06  6.395e-06 ...  6.395e-06  6.395e-06]
     nfev: 210
     njev: 15
 hess_inv: <13x13 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: 28.537117163283153
        x: [-1.312e+00 -1.312e+00 ... -1.312e+00 -1.312e+00]
      nit: 4
      jac: [ 6.395e-06  6.395e-06 ...  6.395e-06  6.395e-06]
     nfev: 210
     njev: 15
 hess_inv: <13x13 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: 28.537117163283153
        x: [-1.312e+00 -1.312e+00 ... -1.312e+00 -1.312e+00]
      nit: 4
      jac: [ 6.395e-06  6.395e-06 ...  6.395e-06  6.395e-06]
     nfev: 210
     njev: 15
 hess_inv: <13x13 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: 28.537117163283153
        x: [-1.312e+00 -1.312e+00 ... -1.312e+00 -1.312e+00]
      nit: 4
      jac: [ 6.395e-06  6.395e-06 ...  6.395e-06  6.395e-06]
     nfev: 210
     njev: 15
 hess_inv: <13x13 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: 28.537117163283153
        x: [-1.312e+00 -1.312e+00 ... -1.312e+00 -1.312e+00]
      nit: 4
      jac: [ 6.395e-06  6.395e-06 ...  6.395e-06  6.395e-06]
     nfev: 210
     njev: 15
 hess_inv: <13x13 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: 28.537117163283153
        x: [-1.312e+00 -1.312e+00 ... -1.312e+00 -1.312e+00]
      nit: 4
      jac: [ 6.395e-06  6.395e-06 ...  6.395e-06  6.395e-06]
     nfev: 210
     njev: 15
 hess_inv: <13x13 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: 28.537117163283153
        x: [-1.312e+00 -1.312e+00 ... -1.312e+00 -1.312e+00]
      nit: 4
      jac: [ 6.395e-06  6.395e-06 ...  6.395e-06  6.395e-06]
     nfev: 210
     njev: 15
 hess_inv: <13x13 LbfgsInvHessProduct with dtype=float64>
