INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/291', architecture='combined', number_of_states=32, 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: 3.026220773772684
        x: [ 2.051e+00 -7.695e-01 ...  8.038e-02  5.861e-02]
      nit: 165
      jac: [-8.895e-05  1.189e-04 ...  0.000e+00  0.000e+00]
     nfev: 11529
     njev: 183
 hess_inv: <62x62 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: 3.0255667563617967
        x: [ 2.079e+00 -7.490e-01 ...  1.555e-01  6.754e-01]
      nit: 161
      jac: [ 8.082e-06 -5.187e-05 ...  0.000e+00  0.000e+00]
     nfev: 11214
     njev: 178
 hess_inv: <62x62 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: 3.0262895595855324
        x: [ 2.125e+00 -7.051e-01 ...  9.132e-02  6.125e-01]
      nit: 185
      jac: [-6.390e-05  8.167e-05 ...  0.000e+00  0.000e+00]
     nfev: 13041
     njev: 207
 hess_inv: <62x62 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: 3.0262526737915016
        x: [ 2.019e+00 -8.015e-01 ...  8.347e-03  8.093e-01]
      nit: 190
      jac: [-4.641e-05 -2.394e-05 ...  0.000e+00  0.000e+00]
     nfev: 13230
     njev: 210
 hess_inv: <62x62 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: 3.0262132567497995
        x: [ 2.037e+00 -7.820e-01 ...  1.059e-01  8.947e-02]
      nit: 252
      jac: [-1.033e-04  1.107e-04 ...  0.000e+00  0.000e+00]
     nfev: 16884
     njev: 268
 hess_inv: <62x62 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: 3.0262108603599343
        x: [ 2.207e+00 -6.339e-01 ...  8.874e-01  1.151e-01]
      nit: 151
      jac: [ 6.346e-05 -1.781e-05 ...  0.000e+00  0.000e+00]
     nfev: 10080
     njev: 160
 hess_inv: <62x62 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: 3.0302577935225568
        x: [ 1.878e+00 -9.278e-01 ...  7.457e-01  1.900e-01]
      nit: 153
      jac: [-3.380e-05 -8.860e-05 ...  0.000e+00  0.000e+00]
     nfev: 10584
     njev: 168
 hess_inv: <62x62 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: 3.026255051406099
        x: [ 2.024e+00 -7.926e-01 ...  5.269e-01  7.315e-01]
      nit: 148
      jac: [-1.660e-04  1.930e-04 ...  0.000e+00  0.000e+00]
     nfev: 10080
     njev: 160
 hess_inv: <62x62 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: 3.0262307475287407
        x: [ 2.025e+00 -7.962e-01 ...  8.716e-01  5.680e-02]
      nit: 203
      jac: [-6.706e-06 -1.572e-05 ...  0.000e+00  0.000e+00]
     nfev: 13986
     njev: 222
 hess_inv: <62x62 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: 3.025580135716207
        x: [ 2.047e+00 -7.756e-01 ...  6.757e-01  7.999e-01]
      nit: 213
      jac: [-7.296e-05  2.727e-05 ...  0.000e+00  0.000e+00]
     nfev: 14931
     njev: 237
 hess_inv: <62x62 LbfgsInvHessProduct with dtype=float64>
