INFO:root:Namespace(input_file='data/far_gaussian.npy', output_dir='outputs/811', architecture='cyclic', number_of_states=4, 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: 6.860439390707983
        x: [ 4.739e+00 -5.685e+00 -3.003e+00]
      nit: 26
      jac: [-5.648e-04 -3.997e-06 -1.164e-05]
     nfev: 128
     njev: 32
 hess_inv: <3x3 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: 6.860437804776493
        x: [ 4.739e+00 -3.356e+00 -4.063e+00]
      nit: 26
      jac: [-1.356e-03 -2.292e-05 -1.368e-05]
     nfev: 156
     njev: 39
 hess_inv: <3x3 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: 6.860446830661585
        x: [ 4.735e+00 -3.263e+00 -3.910e+00]
      nit: 26
      jac: [-2.864e-03  3.011e-05  1.341e-05]
     nfev: 148
     njev: 37
 hess_inv: <3x3 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: 6.86043740118707
        x: [ 4.739e+00 -3.355e+00 -3.966e+00]
      nit: 29
      jac: [-7.077e-04  1.474e-05  7.727e-06]
     nfev: 168
     njev: 42
 hess_inv: <3x3 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: 6.860437768490816
        x: [ 4.739e+00 -4.238e+00 -3.235e+00]
      nit: 25
      jac: [-7.171e-04  3.286e-06  1.439e-05]
     nfev: 128
     njev: 32
 hess_inv: <3x3 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: 6.860436601800724
        x: [ 4.741e+00 -3.668e+00 -3.629e+00]
      nit: 27
      jac: [ 5.753e-04  1.332e-06 -1.066e-06]
     nfev: 152
     njev: 38
 hess_inv: <3x3 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: 6.860440197401532
        x: [ 4.741e+00 -4.309e+00 -3.322e+00]
      nit: 26
      jac: [ 1.572e-05 -3.144e-05 -7.461e-05]
     nfev: 152
     njev: 38
 hess_inv: <3x3 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: 6.860443052648482
        x: [ 4.742e+00 -3.614e+00 -3.856e+00]
      nit: 29
      jac: [ 6.359e-05 -9.104e-05 -7.230e-05]
     nfev: 168
     njev: 42
 hess_inv: <3x3 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: 6.860437301886105
        x: [ 4.739e+00 -3.977e+00 -3.409e+00]
      nit: 26
      jac: [-9.890e-04 -1.474e-05 -2.425e-05]
     nfev: 156
     njev: 39
 hess_inv: <3x3 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: 6.860437108925724
        x: [ 4.740e+00 -3.853e+00 -3.513e+00]
      nit: 25
      jac: [-1.592e-04 -1.865e-05 -2.736e-05]
     nfev: 152
     njev: 38
 hess_inv: <3x3 LbfgsInvHessProduct with dtype=float64>
