INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/282', architecture='combined', number_of_states=14, log_f='trainig_log', no_mean=1, threads=20, fit='d', training_opt=[10, 1000, 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: 3.0455850670187408
        x: [ 9.983e-01 -1.629e+00 ...  6.140e+00 -6.709e+00]
      nit: 63
      jac: [-1.633e-04  2.059e-04 ...  8.038e-06  7.550e-07]
     nfev: 1944
     njev: 72
 hess_inv: <26x26 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: 3.045590970019929
        x: [ 9.657e-01 -1.655e+00 ...  6.327e+00 -7.382e+00]
      nit: 51
      jac: [-1.953e-04  1.107e-04 ...  6.661e-06  3.109e-07]
     nfev: 1485
     njev: 55
 hess_inv: <26x26 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: 3.045587975055107
        x: [ 9.987e-01 -1.630e+00 ...  7.916e+00 -8.472e+00]
      nit: 77
      jac: [-7.989e-05  8.065e-05 ...  1.554e-06  4.441e-08]
     nfev: 2187
     njev: 81
 hess_inv: <26x26 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: 3.045586492287165
        x: [ 1.002e+00 -1.632e+00 ...  5.279e+00 -5.877e+00]
      nit: 70
      jac: [ 7.265e-05 -6.684e-05 ...  1.736e-05  4.263e-06]
     nfev: 1971
     njev: 73
 hess_inv: <26x26 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: 3.0455314010038754
        x: [ 9.785e-01 -1.647e+00 ...  3.984e+00 -6.177e+00]
      nit: 55
      jac: [-2.705e-05  1.710e-05 ...  6.644e-05  1.172e-05]
     nfev: 1539
     njev: 57
 hess_inv: <26x26 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: 3.045564059554512
        x: [ 9.815e-01 -1.645e+00 ...  4.634e+00 -6.466e+00]
      nit: 113
      jac: [-6.839e-06  1.203e-05 ...  3.531e-05  4.530e-06]
     nfev: 3348
     njev: 124
 hess_inv: <26x26 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: 3.0455817271269954
        x: [ 9.804e-01 -1.645e+00 ...  5.845e+00 -6.613e+00]
      nit: 53
      jac: [-1.985e-05  8.882e-08 ...  1.084e-05  1.243e-06]
     nfev: 1539
     njev: 57
 hess_inv: <26x26 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: 3.045586736538854
        x: [ 9.700e-01 -1.655e+00 ...  1.500e+01 -1.500e+01]
      nit: 100
      jac: [ 2.345e-05 -8.153e-05 ... -4.441e-08  0.000e+00]
     nfev: 2943
     njev: 109
 hess_inv: <26x26 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: 3.0455970395356133
        x: [ 9.944e-01 -1.638e+00 ...  7.745e+00 -7.178e+00]
      nit: 57
      jac: [ 1.696e-04 -1.300e-04 ...  1.643e-06  4.441e-08]
     nfev: 1647
     njev: 61
 hess_inv: <26x26 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: 3.0455889194270758
        x: [ 9.830e-01 -1.645e+00 ...  6.708e+00 -7.370e+00]
      nit: 60
      jac: [ 4.201e-05 -7.625e-05 ...  4.707e-06  2.220e-07]
     nfev: 1728
     njev: 64
 hess_inv: <26x26 LbfgsInvHessProduct with dtype=float64>
