INFO:root:Namespace(input_file='data/gaussian.npy', output_dir='outputs/136', architecture='combined', number_of_states=8, 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: 3.1680940524402392
        x: [ 1.499e+01 -1.500e+01 ... -1.226e+00 -1.500e+01]
      nit: 34
      jac: [ 0.000e+00  0.000e+00 ...  2.174e-04  1.021e-06]
     nfev: 660
     njev: 44
 hess_inv: <14x14 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: 3.2393931379667102
        x: [ 1.500e+01 -1.500e+01 ... -1.515e+00 -1.500e+01]
      nit: 27
      jac: [ 0.000e+00  0.000e+00 ... -6.568e-05  1.332e-06]
     nfev: 510
     njev: 34
 hess_inv: <14x14 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: 3.2394284621198657
        x: [ 1.500e+01 -1.500e+01 ... -1.516e+00 -1.500e+01]
      nit: 27
      jac: [ 4.441e-08  0.000e+00 ... -5.613e-05  1.465e-06]
     nfev: 510
     njev: 34
 hess_inv: <14x14 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: 3.23924520640747
        x: [ 1.500e+01 -1.500e+01 ... -1.514e+00 -1.500e+01]
      nit: 26
      jac: [ 0.000e+00  0.000e+00 ...  1.537e-04  1.332e-06]
     nfev: 435
     njev: 29
 hess_inv: <14x14 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: 3.168067952324711
        x: [ 1.500e+01 -1.500e+01 ... -1.225e+00 -1.500e+01]
      nit: 33
      jac: [ 0.000e+00  0.000e+00 ... -7.447e-05  1.066e-06]
     nfev: 585
     njev: 39
 hess_inv: <14x14 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: 3.3661104775771666
        x: [ 1.500e+01 -1.500e+01 ... -1.918e+00 -1.500e+01]
      nit: 24
      jac: [ 0.000e+00  0.000e+00 ... -1.336e-04  2.176e-06]
     nfev: 480
     njev: 32
 hess_inv: <14x14 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: 3.2392603159353714
        x: [ 1.500e+01 -1.500e+01 ... -1.515e+00 -1.500e+01]
      nit: 36
      jac: [ 4.441e-08  0.000e+00 ... -4.635e-04  1.332e-06]
     nfev: 840
     njev: 56
 hess_inv: <14x14 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: 3.1680471808010213
        x: [ 1.500e+01 -1.500e+01 ... -1.226e+00 -1.500e+01]
      nit: 33
      jac: [ 0.000e+00  0.000e+00 ...  5.520e-05  1.066e-06]
     nfev: 555
     njev: 37
 hess_inv: <14x14 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: 3.239365769442209
        x: [ 1.500e+01 -1.500e+01 ... -1.515e+00 -1.500e+01]
      nit: 21
      jac: [ 0.000e+00  0.000e+00 ... -1.066e-06  1.421e-06]
     nfev: 480
     njev: 32
 hess_inv: <14x14 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: 3.2393583290051655
        x: [ 1.500e+01 -1.500e+01 ... -1.509e+00 -1.500e+01]
      nit: 25
      jac: [-0.000e+00  0.000e+00 ...  1.871e-03  1.332e-06]
     nfev: 510
     njev: 34
 hess_inv: <14x14 LbfgsInvHessProduct with dtype=float64>
