INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/459', architecture='escape_chain', number_of_states=76, log_f='trainig_log', no_mean=1, threads=1, 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: 3.4263469989316273
        x: [-1.221e+01 -1.268e+01 ...  7.894e-01  2.383e-02]
      nit: 36
      jac: [ 4.974e-06  3.153e-06 ...  0.000e+00  0.000e+00]
     nfev: 2888
     njev: 38
 hess_inv: <75x75 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: 3.426302102074923
        x: [-1.292e+01 -1.396e+01 ...  6.784e-01  9.934e-01]
      nit: 49
      jac: [ 2.487e-06  8.882e-07 ...  0.000e+00  0.000e+00]
     nfev: 4180
     njev: 55
 hess_inv: <75x75 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: 3.4262899419544284
        x: [-1.455e+01 -1.441e+01 ...  2.978e-01  9.361e-01]
      nit: 43
      jac: [ 4.441e-07  5.329e-07 ...  0.000e+00  0.000e+00]
     nfev: 3572
     njev: 47
 hess_inv: <75x75 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: 3.4263029547729476
        x: [-1.394e+01 -1.375e+01 ...  6.880e-01  8.144e-01]
      nit: 44
      jac: [ 8.438e-07  1.021e-06 ...  0.000e+00  0.000e+00]
     nfev: 3648
     njev: 48
 hess_inv: <75x75 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: 3.4263254105958314
        x: [-1.290e+01 -1.173e+01 ...  2.978e-01  3.420e-02]
      nit: 57
      jac: [ 2.531e-06  8.082e-06 ...  0.000e+00  0.000e+00]
     nfev: 5092
     njev: 67
 hess_inv: <75x75 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: 3.4262991383688113
        x: [-1.386e+01 -1.386e+01 ...  3.389e-01  4.494e-01]
      nit: 43
      jac: [ 9.326e-07  9.326e-07 ...  0.000e+00  0.000e+00]
     nfev: 3496
     njev: 46
 hess_inv: <75x75 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: 3.426325910201134
        x: [-1.276e+01 -1.287e+01 ...  1.779e-01  3.910e-01]
      nit: 44
      jac: [ 2.887e-06  2.576e-06 ...  0.000e+00  0.000e+00]
     nfev: 3420
     njev: 45
 hess_inv: <75x75 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: 3.4264298209098314
        x: [-1.163e+01 -1.178e+01 ...  9.741e-01  7.640e-01]
      nit: 32
      jac: [ 8.926e-06  7.727e-06 ...  0.000e+00  0.000e+00]
     nfev: 2584
     njev: 34
 hess_inv: <75x75 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: 3.4263639282204594
        x: [-1.189e+01 -1.329e+01 ...  2.804e-02  8.308e-01]
      nit: 41
      jac: [ 6.839e-06  1.643e-06 ...  0.000e+00  0.000e+00]
     nfev: 3420
     njev: 45
 hess_inv: <75x75 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: 3.426312951153679
        x: [-1.337e+01 -1.286e+01 ...  7.020e-01  6.292e-01]
      nit: 47
      jac: [ 1.510e-06  2.620e-06 ...  0.000e+00  0.000e+00]
     nfev: 3724
     njev: 49
 hess_inv: <75x75 LbfgsInvHessProduct with dtype=float64>
