INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/221', architecture='chain', number_of_states=12, 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: 24.28759130561824
        x: [-8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01
            -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01
            -8.938e-01]
      nit: 5
      jac: [ 7.461e-06  7.461e-06  7.461e-06  7.461e-06  7.461e-06
             7.461e-06  7.461e-06  7.461e-06  7.461e-06  7.461e-06
             7.461e-06]
     nfev: 168
     njev: 14
 hess_inv: <11x11 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: 24.28759130561824
        x: [-8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01
            -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01
            -8.938e-01]
      nit: 5
      jac: [ 7.461e-06  7.461e-06  7.461e-06  7.461e-06  7.461e-06
             7.461e-06  7.461e-06  7.461e-06  7.461e-06  7.461e-06
             7.461e-06]
     nfev: 168
     njev: 14
 hess_inv: <11x11 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: 24.28759130561824
        x: [-8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01
            -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01
            -8.938e-01]
      nit: 5
      jac: [ 7.461e-06  7.461e-06  7.461e-06  7.461e-06  7.461e-06
             7.461e-06  7.461e-06  7.461e-06  7.461e-06  7.461e-06
             7.461e-06]
     nfev: 168
     njev: 14
 hess_inv: <11x11 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: 24.28759130561824
        x: [-8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01
            -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01
            -8.938e-01]
      nit: 5
      jac: [ 7.461e-06  7.461e-06  7.461e-06  7.461e-06  7.461e-06
             7.461e-06  7.461e-06  7.461e-06  7.461e-06  7.461e-06
             7.461e-06]
     nfev: 168
     njev: 14
 hess_inv: <11x11 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: 24.28759130561824
        x: [-8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01
            -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01
            -8.938e-01]
      nit: 5
      jac: [ 7.461e-06  7.461e-06  7.461e-06  7.461e-06  7.461e-06
             7.461e-06  7.461e-06  7.461e-06  7.461e-06  7.461e-06
             7.461e-06]
     nfev: 168
     njev: 14
 hess_inv: <11x11 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: 24.28759130561824
        x: [-8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01
            -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01
            -8.938e-01]
      nit: 5
      jac: [ 7.461e-06  7.461e-06  7.461e-06  7.461e-06  7.461e-06
             7.461e-06  7.461e-06  7.461e-06  7.461e-06  7.461e-06
             7.461e-06]
     nfev: 168
     njev: 14
 hess_inv: <11x11 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: 24.28759130561824
        x: [-8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01
            -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01
            -8.938e-01]
      nit: 5
      jac: [ 7.461e-06  7.461e-06  7.461e-06  7.461e-06  7.461e-06
             7.461e-06  7.461e-06  7.461e-06  7.461e-06  7.461e-06
             7.461e-06]
     nfev: 168
     njev: 14
 hess_inv: <11x11 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: 24.28759130561824
        x: [-8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01
            -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01
            -8.938e-01]
      nit: 5
      jac: [ 7.461e-06  7.461e-06  7.461e-06  7.461e-06  7.461e-06
             7.461e-06  7.461e-06  7.461e-06  7.461e-06  7.461e-06
             7.461e-06]
     nfev: 168
     njev: 14
 hess_inv: <11x11 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: 24.28759130561824
        x: [-8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01
            -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01
            -8.938e-01]
      nit: 5
      jac: [ 7.461e-06  7.461e-06  7.461e-06  7.461e-06  7.461e-06
             7.461e-06  7.461e-06  7.461e-06  7.461e-06  7.461e-06
             7.461e-06]
     nfev: 168
     njev: 14
 hess_inv: <11x11 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: 24.28759130561824
        x: [-8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01
            -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01 -8.938e-01
            -8.938e-01]
      nit: 5
      jac: [ 7.461e-06  7.461e-06  7.461e-06  7.461e-06  7.461e-06
             7.461e-06  7.461e-06  7.461e-06  7.461e-06  7.461e-06
             7.461e-06]
     nfev: 168
     njev: 14
 hess_inv: <11x11 LbfgsInvHessProduct with dtype=float64>
