INFO:root:Namespace(input_file='data/bimodal.npy', output_dir='outputs/453', architecture='escape_chain', number_of_states=64, 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: 3.426270529850833
        x: [-1.472e+01 -1.476e+01 ...  2.293e-01  2.981e-01]
      nit: 44
      jac: [ 3.997e-07  3.997e-07 ...  0.000e+00  0.000e+00]
     nfev: 3072
     njev: 48
 hess_inv: <63x63 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: 3.426310500471862
        x: [-1.388e+01 -1.127e+01 ...  9.709e-01  3.096e-01]
      nit: 47
      jac: [ 9.770e-07  1.266e-05 ...  0.000e+00  0.000e+00]
     nfev: 3456
     njev: 54
 hess_inv: <63x63 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: 3.4263574634510494
        x: [-1.236e+01 -1.243e+01 ...  1.003e-01  3.491e-01]
      nit: 34
      jac: [ 4.352e-06  4.041e-06 ...  0.000e+00  0.000e+00]
     nfev: 2304
     njev: 36
 hess_inv: <63x63 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: 3.4263035895084606
        x: [-1.321e+01 -1.320e+01 ...  5.887e-01  5.148e-01]
      nit: 46
      jac: [ 1.821e-06  1.865e-06 ...  0.000e+00  0.000e+00]
     nfev: 3136
     njev: 49
 hess_inv: <63x63 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: 3.4262973578362597
        x: [-1.397e+01 -1.397e+01 ...  1.154e-03  1.192e-01]
      nit: 44
      jac: [ 9.326e-07  9.326e-07 ...  0.000e+00  0.000e+00]
     nfev: 2944
     njev: 46
 hess_inv: <63x63 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: 3.4263994986091504
        x: [-1.221e+01 -1.221e+01 ...  2.540e-01  3.308e-01]
      nit: 37
      jac: [ 4.974e-06  4.974e-06 ...  0.000e+00  0.000e+00]
     nfev: 2624
     njev: 41
 hess_inv: <63x63 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: 3.4262871531703785
        x: [-1.406e+01 -1.428e+01 ...  4.622e-01  2.365e-02]
      nit: 46
      jac: [ 8.438e-07  6.661e-07 ...  0.000e+00  0.000e+00]
     nfev: 3264
     njev: 51
 hess_inv: <63x63 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: 3.426296514139046
        x: [-1.475e+01 -1.217e+01 ...  3.917e-01  2.008e-02]
      nit: 41
      jac: [ 3.997e-07  5.151e-06 ...  0.000e+00  0.000e+00]
     nfev: 3072
     njev: 48
 hess_inv: <63x63 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: 3.4262789483048137
        x: [-1.363e+01 -1.360e+01 ...  7.542e-01  2.951e-01]
      nit: 56
      jac: [ 1.199e-06  1.243e-06 ...  0.000e+00  0.000e+00]
     nfev: 4032
     njev: 63
 hess_inv: <63x63 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: 3.426403162056143
        x: [-1.182e+01 -1.182e+01 ...  7.377e-01  2.829e-01]
      nit: 35
      jac: [ 7.372e-06  7.372e-06 ...  0.000e+00  0.000e+00]
     nfev: 2368
     njev: 37
 hess_inv: <63x63 LbfgsInvHessProduct with dtype=float64>
