INFO:root:Namespace(input_file='data/uniform.npy', output_dir='outputs/225', architecture='chain', number_of_states=20, 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: 41.531841433090264
        x: [-3.640e+00 -3.640e+00 ... -3.640e+00 -3.640e+00]
      nit: 7
      jac: [-7.105e-06 -7.105e-06 ... -7.105e-06 -7.105e-06]
     nfev: 440
     njev: 22
 hess_inv: <19x19 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: 41.531841433090264
        x: [-3.640e+00 -3.640e+00 ... -3.640e+00 -3.640e+00]
      nit: 7
      jac: [-7.105e-06 -7.105e-06 ... -7.105e-06 -7.105e-06]
     nfev: 440
     njev: 22
 hess_inv: <19x19 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: 41.531841433090264
        x: [-3.640e+00 -3.640e+00 ... -3.640e+00 -3.640e+00]
      nit: 7
      jac: [-7.105e-06 -7.105e-06 ... -7.105e-06 -7.105e-06]
     nfev: 440
     njev: 22
 hess_inv: <19x19 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: 41.531841433090264
        x: [-3.640e+00 -3.640e+00 ... -3.640e+00 -3.640e+00]
      nit: 7
      jac: [-7.105e-06 -7.105e-06 ... -7.105e-06 -7.105e-06]
     nfev: 440
     njev: 22
 hess_inv: <19x19 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: 41.531841433090264
        x: [-3.640e+00 -3.640e+00 ... -3.640e+00 -3.640e+00]
      nit: 7
      jac: [-7.105e-06 -7.105e-06 ... -7.105e-06 -7.105e-06]
     nfev: 440
     njev: 22
 hess_inv: <19x19 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: 41.531841433090264
        x: [-3.640e+00 -3.640e+00 ... -3.640e+00 -3.640e+00]
      nit: 7
      jac: [-7.105e-06 -7.105e-06 ... -7.105e-06 -7.105e-06]
     nfev: 440
     njev: 22
 hess_inv: <19x19 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: 41.531841433090264
        x: [-3.640e+00 -3.640e+00 ... -3.640e+00 -3.640e+00]
      nit: 7
      jac: [-7.105e-06 -7.105e-06 ... -7.105e-06 -7.105e-06]
     nfev: 440
     njev: 22
 hess_inv: <19x19 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: 41.531841433090264
        x: [-3.640e+00 -3.640e+00 ... -3.640e+00 -3.640e+00]
      nit: 7
      jac: [-7.105e-06 -7.105e-06 ... -7.105e-06 -7.105e-06]
     nfev: 440
     njev: 22
 hess_inv: <19x19 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: 41.531841433090264
        x: [-3.640e+00 -3.640e+00 ... -3.640e+00 -3.640e+00]
      nit: 7
      jac: [-7.105e-06 -7.105e-06 ... -7.105e-06 -7.105e-06]
     nfev: 440
     njev: 22
 hess_inv: <19x19 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: 41.531841433090264
        x: [-3.640e+00 -3.640e+00 ... -3.640e+00 -3.640e+00]
      nit: 7
      jac: [-7.105e-06 -7.105e-06 ... -7.105e-06 -7.105e-06]
     nfev: 440
     njev: 22
 hess_inv: <19x19 LbfgsInvHessProduct with dtype=float64>
