{ "cells": [ { "cell_type": "markdown", "id": "a75200fb-d32c-4390-bab5-5ca8e856883a", "metadata": {}, "source": [ "# Performing a reconstruction\n", "\n", "In this example, a full reconstruction procedure is performed via the [MPR](#spring.MPR) object.\n", "\n", "As a first step, we load the experimental data " ] }, { "cell_type": "code", "execution_count": 1, "id": "2b014ec9-5764-452f-b821-7143a4a33fa9", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "data = np.load('data/example_A_1.npz')\n" ] }, { "cell_type": "markdown", "id": "b2cad55d-cacb-4b3d-b4c6-cff33dcbcdcf", "metadata": {}, "source": [ "Once the data is loaded, we define the `spring.Pattern` object. The pattern is cropped to a size `1024x1024` pixel centered on the `center` position, and then rescaled to a size of `256x256`. Values above `3.4e4` are considered to be saturated." ] }, { "cell_type": "code", "execution_count": 3, "id": "f1549302-6d78-46ac-9ae8-2dac04ab213a", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from spring import Pattern\n", "patt = Pattern(pattern=data['pattern'], \n", " mask=data['mask'], \n", " center=data['center'], \n", " pid=data['pid'],\n", " cropsize=1024,\n", " size=256,\n", " satvalue=3e4)\n", "patt.plot()" ] }, { "cell_type": "markdown", "id": "5e97ecb9-433f-4a9e-98a4-482e76b325dc", "metadata": {}, "source": [ "The second step involves the loading of the difinition of the settings. Here we initialize the `spring.Settings` object with the default values, and set the number of iterations of IA and the starting dimension of the support function. The number of GPUs to use is set to 1." ] }, { "cell_type": "code", "execution_count": 7, "id": "44748242-ca1b-4da0-a6bd-084f6c73568e", "metadata": {}, "outputs": [], "source": [ "from spring import Settings\n", "sett = Settings().set('IA','it', 50).set('init','supportsize',70).set('global','gpus',1)" ] }, { "cell_type": "markdown", "id": "a4a4f18e-4554-4372-8e70-7747c324fd1d", "metadata": {}, "source": [ "It is now possible to run the reconstruction by using the `spring.MPR.run()` method." ] }, { "cell_type": "code", "execution_count": 8, "id": "d5a75e94-8e11-4131-9145-af2a339a1c27", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Selected GPUs:\n", " - NVIDIA GeForce RTX 3090 (Id: 0, load: 0%)\n", "Initializing solver... Done.\n", "Initializing algorithms... Done.\n", "Initializing population... Done.\n", "... Running main loop ...\n", "Generation 0/100\n", "\tOS: 13.37 Repl: 0.000\n", "\tBest\t Err. 5.379e-02 ; Compl. 7.705e-03 ; Sym. 7.221e-01 ; Sum. 7.349e+02 ;\n", "\tMean\t Err. 6.267e-02 ; Compl. 1.462e-02 ; Sym. 4.887e-01 ; Sum. 7.859e+02 ;\n", "\tAvg \t Err. 6.348e-01 ; Compl. 7.629e-04 ; Sym. 8.541e-01 ; Sum. 7.524e+02 ;\n", "\n", "Generation 1/100\n", "\tOS: 9.08 Repl: 0.508\n", "\tBest\t Err. 4.764e-02 ; Compl. 1.035e-02 ; Sym. 6.695e-01 ; Sum. 5.768e+02 ;\n", "\tMean\t Err. 5.670e-02 ; Compl. 2.218e-02 ; Sym. 5.288e-01 ; Sum. 6.925e+02 ;\n", "\tAvg \t Err. 6.266e-01 ; Compl. 7.527e-04 ; Sym. 8.586e-01 ; Sum. 7.523e+02 ;\n", "\n", "Generation 2/100\n", "\tOS: 10.82 Repl: 0.430\n", "\tBest\t Err. 4.806e-02 ; Compl. 1.015e-02 ; Sym. 7.567e-01 ; Sum. 6.631e+02 ;\n", "\tMean\t Err. 5.980e-02 ; Compl. 2.385e-02 ; Sym. 5.777e-01 ; Sum. 6.528e+02 ;\n", "\tAvg \t Err. 4.546e-01 ; Compl. 1.359e-03 ; Sym. 9.074e-01 ; Sum. 6.698e+02 ;\n", "\n", "Generation 3/100\n", "\tOS: 10.72 Repl: 0.484\n", "\tBest\t Err. 5.143e-02 ; Compl. 1.826e-02 ; Sym. 7.386e-01 ; Sum. 5.415e+02 ;\n", "\tMean\t Err. 5.853e-02 ; Compl. 2.110e-02 ; Sym. 6.373e-01 ; Sum. 6.406e+02 ;\n", "\tAvg \t Err. 3.435e-01 ; Compl. 2.389e-03 ; Sym. 8.922e-01 ; Sum. 6.522e+02 ;\n", "\n", "Generation 4/100\n", "\tOS: 13.58 Repl: 0.539\n", "\tBest\t Err. 5.506e-02 ; Compl. 1.870e-02 ; Sym. 7.457e-01 ; Sum. 5.657e+02 ;\n", "\tMean\t Err. 6.028e-02 ; Compl. 1.587e-02 ; Sym. 6.793e-01 ; Sum. 6.610e+02 ;\n", "\tAvg \t Err. 2.295e-01 ; Compl. 3.881e-03 ; Sym. 8.746e-01 ; Sum. 6.360e+02 ;\n", "\n", "Generation 5/100\n", "\tOS: 15.23 Repl: 0.555\n", "\tBest\t Err. 5.633e-02 ; Compl. 9.444e-03 ; Sym. 7.157e-01 ; Sum. 7.738e+02 ;\n", "\tMean\t Err. 6.113e-02 ; Compl. 1.378e-02 ; Sym. 6.952e-01 ; Sum. 6.614e+02 ;\n", "\tAvg \t Err. 2.007e-01 ; Compl. 4.618e-03 ; Sym. 8.515e-01 ; Sum. 6.452e+02 ;\n", "\n", "Generation 6/100\n", "\tOS: 17.32 Repl: 0.492\n", "\tBest\t Err. 6.059e-02 ; Compl. 7.514e-03 ; Sym. 6.471e-01 ; Sum. 8.158e+02 ;\n", "\tMean\t Err. 6.402e-02 ; Compl. 1.359e-02 ; Sym. 6.991e-01 ; Sum. 6.510e+02 ;\n", "\tAvg \t Err. 1.871e-01 ; Compl. 5.296e-03 ; Sym. 8.175e-01 ; Sum. 6.569e+02 ;\n", "\n", "Generation 7/100\n", "\tOS: 18.09 Repl: 0.398\n", "\tBest\t Err. 6.065e-02 ; Compl. 1.495e-02 ; Sym. 7.161e-01 ; Sum. 5.938e+02 ;\n", "\tMean\t Err. 6.523e-02 ; Compl. 1.446e-02 ; Sym. 7.046e-01 ; Sum. 6.416e+02 ;\n", "\tAvg \t Err. 1.799e-01 ; Compl. 5.905e-03 ; Sym. 8.184e-01 ; Sum. 6.474e+02 ;\n", "\n", "Generation 8/100\n", "\tOS: 18.47 Repl: 0.430\n", "\tBest\t Err. 5.983e-02 ; Compl. 1.547e-02 ; Sym. 7.468e-01 ; Sum. 5.748e+02 ;\n", "\tMean\t Err. 6.472e-02 ; Compl. 1.488e-02 ; Sym. 7.028e-01 ; Sum. 6.295e+02 ;\n", "\tAvg \t Err. 1.759e-01 ; Compl. 6.632e-03 ; Sym. 8.122e-01 ; Sum. 6.387e+02 ;\n", "\n", "Generation 9/100\n", "\tOS: 18.40 Repl: 0.438\n", "\tBest\t Err. 5.893e-02 ; Compl. 7.839e-03 ; Sym. 6.985e-01 ; Sum. 7.146e+02 ;\n", "\tMean\t Err. 6.354e-02 ; Compl. 1.556e-02 ; Sym. 7.030e-01 ; Sum. 6.298e+02 ;\n", "\tAvg \t Err. 1.756e-01 ; Compl. 6.785e-03 ; Sym. 7.980e-01 ; Sum. 6.318e+02 ;\n", "\n", "Generation 10/100\n", "\tOS: 18.32 Repl: 0.445\n", "\tBest\t Err. 5.991e-02 ; Compl. 1.684e-02 ; Sym. 7.368e-01 ; Sum. 6.979e+02 ;\n", "\tMean\t Err. 6.316e-02 ; Compl. 1.532e-02 ; Sym. nan ; Sum. 6.343e+02 ;\n", "\tAvg \t Err. 1.708e-01 ; Compl. 7.409e-03 ; Sym. 7.924e-01 ; Sum. 6.228e+02 ;\n", "\n", "Generation 11/100\n", "\tOS: 18.40 Repl: 0.445\n", "\tBest\t Err. 5.890e-02 ; Compl. 1.088e-02 ; Sym. 7.310e-01 ; Sum. 6.492e+02 ;\n", "\tMean\t Err. 6.297e-02 ; Compl. 1.621e-02 ; Sym. 7.092e-01 ; Sum. 6.378e+02 ;\n", "\tAvg \t Err. 1.721e-01 ; Compl. 7.761e-03 ; Sym. 7.962e-01 ; Sum. 6.364e+02 ;\n", "\n", "Generation 12/100\n", "\tOS: 18.51 Repl: 0.445\n", "\tBest\t Err. 5.823e-02 ; Compl. 1.223e-02 ; Sym. 7.207e-01 ; Sum. 5.680e+02 ;\n", "\tMean\t Err. 6.232e-02 ; Compl. 1.543e-02 ; Sym. 7.117e-01 ; Sum. 6.352e+02 ;\n", "\tAvg \t Err. 1.664e-01 ; Compl. 8.503e-03 ; Sym. 7.909e-01 ; Sum. 6.275e+02 ;\n", "\n", "Generation 13/100\n", "\tOS: 18.53 Repl: 0.461\n", "\tBest\t Err. 5.845e-02 ; Compl. 9.348e-03 ; Sym. 7.029e-01 ; Sum. 6.921e+02 ;\n", "\tMean\t Err. 6.176e-02 ; Compl. 1.544e-02 ; Sym. 7.120e-01 ; Sum. 6.378e+02 ;\n", "\tAvg \t Err. 1.669e-01 ; Compl. 7.960e-03 ; Sym. 7.910e-01 ; Sum. 6.369e+02 ;\n", "\n", "Generation 14/100\n", "\tOS: 18.58 Repl: 0.438\n", "\tBest\t Err. 5.816e-02 ; Compl. 1.617e-02 ; Sym. 7.197e-01 ; Sum. 7.104e+02 ;\n", "\tMean\t Err. 6.234e-02 ; Compl. 1.497e-02 ; Sym. 7.119e-01 ; Sum. 6.528e+02 ;\n", "\tAvg \t Err. 1.657e-01 ; Compl. 8.116e-03 ; Sym. 7.800e-01 ; Sum. 6.371e+02 ;\n", "\n", "Generation 15/100\n", "\tOS: 18.66 Repl: 0.469\n", "\tBest\t Err. 5.908e-02 ; Compl. 1.806e-02 ; Sym. 7.271e-01 ; Sum. 6.335e+02 ;\n", "\tMean\t Err. 6.243e-02 ; Compl. 1.506e-02 ; Sym. 7.121e-01 ; Sum. 6.583e+02 ;\n", "\tAvg \t Err. 1.644e-01 ; Compl. 8.144e-03 ; Sym. 7.796e-01 ; Sum. 6.382e+02 ;\n", "\n", "Generation 16/100\n", "\tOS: 18.71 Repl: 0.539\n", "\tBest\t Err. 5.905e-02 ; Compl. 2.105e-02 ; Sym. 7.335e-01 ; Sum. 6.505e+02 ;\n", "\tMean\t Err. 6.170e-02 ; Compl. 1.598e-02 ; Sym. 7.090e-01 ; Sum. 6.580e+02 ;\n", "\tAvg \t Err. 1.642e-01 ; Compl. 8.747e-03 ; Sym. 7.771e-01 ; Sum. 6.535e+02 ;\n", "\n", "Generation 17/100\n", "\tOS: 18.85 Repl: 0.367\n", "\tBest\t Err. 5.910e-02 ; Compl. 1.794e-02 ; Sym. 7.205e-01 ; Sum. 7.548e+02 ;\n", "\tMean\t Err. 6.155e-02 ; Compl. 1.596e-02 ; Sym. 7.101e-01 ; Sum. 6.628e+02 ;\n", "\tAvg \t Err. 1.619e-01 ; Compl. 8.773e-03 ; Sym. 7.742e-01 ; Sum. 6.456e+02 ;\n", "\n", "Generation 18/100\n", "\tOS: 18.95 Repl: 0.445\n", "\tBest\t Err. 5.926e-02 ; Compl. 1.715e-02 ; Sym. 7.302e-01 ; Sum. 7.732e+02 ;\n", "\tMean\t Err. 6.200e-02 ; Compl. 1.582e-02 ; Sym. 7.116e-01 ; Sum. 6.665e+02 ;\n", "\tAvg \t Err. 1.588e-01 ; Compl. 9.155e-03 ; Sym. 7.758e-01 ; Sum. 6.561e+02 ;\n", "\n", "Generation 19/100\n", "\tOS: 19.08 Repl: 0.453\n", "\tBest\t Err. 5.967e-02 ; Compl. 9.983e-03 ; Sym. 7.336e-01 ; Sum. 7.128e+02 ;\n", "\tMean\t Err. 6.226e-02 ; Compl. 1.602e-02 ; Sym. 7.141e-01 ; Sum. 6.541e+02 ;\n", "\tAvg \t Err. 1.598e-01 ; Compl. 9.463e-03 ; Sym. 7.816e-01 ; Sum. 6.517e+02 ;\n", "\n", "Generation 20/100\n", "\tOS: 19.01 Repl: 0.430\n", "\tBest\t Err. 5.906e-02 ; Compl. 9.840e-03 ; Sym. 7.298e-01 ; Sum. 7.151e+02 ;\n", "\tMean\t Err. 6.125e-02 ; Compl. 1.727e-02 ; Sym. 7.160e-01 ; Sum. 6.565e+02 ;\n", "\tAvg \t Err. 1.613e-01 ; Compl. 9.664e-03 ; Sym. 7.827e-01 ; Sum. 6.519e+02 ;\n", "\n", "Generation 21/100\n", "\tOS: 19.02 Repl: 0.461\n", "\tBest\t Err. 5.858e-02 ; Compl. 1.947e-02 ; Sym. 7.214e-01 ; Sum. 5.732e+02 ;\n", "\tMean\t Err. 6.099e-02 ; Compl. 1.740e-02 ; Sym. 7.167e-01 ; Sum. 6.621e+02 ;\n", "\tAvg \t Err. 1.602e-01 ; Compl. 1.026e-02 ; Sym. 7.821e-01 ; Sum. 6.452e+02 ;\n", "\n", "Generation 22/100\n", "\tOS: 19.17 Repl: 0.383\n", "\tBest\t Err. 5.809e-02 ; Compl. 1.325e-02 ; Sym. 7.197e-01 ; Sum. 6.798e+02 ;\n", "\tMean\t Err. 6.061e-02 ; Compl. 1.770e-02 ; Sym. 7.157e-01 ; Sum. 6.663e+02 ;\n", "\tAvg \t Err. 1.579e-01 ; Compl. 1.028e-02 ; Sym. 7.765e-01 ; Sum. 6.637e+02 ;\n", "\n", "Generation 23/100\n", "\tOS: 19.08 Repl: 0.469\n", "\tBest\t Err. 5.802e-02 ; Compl. 3.436e-02 ; Sym. 7.354e-01 ; Sum. 5.745e+02 ;\n", "\tMean\t Err. 6.043e-02 ; Compl. 1.824e-02 ; Sym. 7.164e-01 ; Sum. 6.683e+02 ;\n", "\tAvg \t Err. 1.576e-01 ; Compl. 1.068e-02 ; Sym. 7.676e-01 ; Sum. 6.598e+02 ;\n", "\n", "Generation 24/100\n", "\tOS: 19.13 Repl: 0.391\n", "\tBest\t Err. 5.723e-02 ; Compl. 1.575e-02 ; Sym. 7.085e-01 ; Sum. 7.644e+02 ;\n", "\tMean\t Err. 6.004e-02 ; Compl. 1.869e-02 ; Sym. 7.146e-01 ; Sum. 6.661e+02 ;\n", "\tAvg \t Err. 1.590e-01 ; Compl. 1.155e-02 ; Sym. 7.798e-01 ; Sum. 6.660e+02 ;\n", "\n", "Generation 25/100\n", "\tOS: 19.12 Repl: 0.391\n", "\tBest\t Err. 5.872e-02 ; Compl. 2.082e-02 ; Sym. 7.050e-01 ; Sum. 5.879e+02 ;\n", "\tMean\t Err. 6.045e-02 ; Compl. 1.852e-02 ; Sym. 7.161e-01 ; Sum. 6.753e+02 ;\n", "\tAvg \t Err. 1.601e-01 ; Compl. 1.161e-02 ; Sym. 7.826e-01 ; Sum. 6.625e+02 ;\n", "\n", "Generation 26/100\n", "\tOS: 19.28 Repl: 0.297\n", "\tBest\t Err. 5.805e-02 ; Compl. 2.527e-02 ; Sym. 7.108e-01 ; Sum. 7.228e+02 ;\n", "\tMean\t Err. 6.019e-02 ; Compl. 1.826e-02 ; Sym. 7.123e-01 ; Sum. 6.819e+02 ;\n", "\tAvg \t Err. 1.559e-01 ; Compl. 1.169e-02 ; Sym. 7.734e-01 ; Sum. 6.710e+02 ;\n", "\n", "Generation 27/100\n", "\tOS: 19.29 Repl: 0.328\n", "\tBest\t Err. 5.807e-02 ; Compl. 2.433e-02 ; Sym. 7.502e-01 ; Sum. 5.976e+02 ;\n", "\tMean\t Err. 6.028e-02 ; Compl. 1.858e-02 ; Sym. 7.146e-01 ; Sum. 6.881e+02 ;\n", "\tAvg \t Err. 1.543e-01 ; Compl. 1.168e-02 ; Sym. 7.641e-01 ; Sum. 6.751e+02 ;\n", "\n", "Generation 28/100\n", "\tOS: 19.30 Repl: 0.328\n", "\tBest\t Err. 5.790e-02 ; Compl. 1.050e-02 ; Sym. 7.220e-01 ; Sum. 6.915e+02 ;\n", "\tMean\t Err. 6.002e-02 ; Compl. 1.895e-02 ; Sym. 7.148e-01 ; Sum. 6.908e+02 ;\n", "\tAvg \t Err. 1.569e-01 ; Compl. 1.160e-02 ; Sym. 7.728e-01 ; Sum. 6.839e+02 ;\n", "\n", "Generation 29/100\n", "\tOS: 19.46 Repl: 0.430\n", "\tBest\t Err. 5.839e-02 ; Compl. 2.941e-02 ; Sym. 7.762e-01 ; Sum. 6.520e+02 ;\n", "\tMean\t Err. 6.012e-02 ; Compl. 1.869e-02 ; Sym. 7.159e-01 ; Sum. 6.941e+02 ;\n", "\tAvg \t Err. 1.525e-01 ; Compl. 1.195e-02 ; Sym. 7.636e-01 ; Sum. 6.835e+02 ;\n", "\n", "Generation 30/100\n", "\tOS: 19.46 Repl: 0.430\n", "\tBest\t Err. 5.807e-02 ; Compl. 1.864e-02 ; Sym. 7.038e-01 ; Sum. 6.351e+02 ;\n", "\tMean\t Err. 5.997e-02 ; Compl. 1.904e-02 ; Sym. 7.145e-01 ; Sum. 6.926e+02 ;\n", "\tAvg \t Err. 1.577e-01 ; Compl. 1.229e-02 ; Sym. 7.763e-01 ; Sum. 6.824e+02 ;\n", "\n", "Generation 31/100\n", "\tOS: 19.45 Repl: 0.297\n", "\tBest\t Err. 5.769e-02 ; Compl. 1.753e-02 ; Sym. 7.106e-01 ; Sum. 5.936e+02 ;\n", "\tMean\t Err. 5.976e-02 ; Compl. 1.885e-02 ; Sym. 7.135e-01 ; Sum. 6.953e+02 ;\n", "\tAvg \t Err. 1.587e-01 ; Compl. 1.203e-02 ; Sym. 7.592e-01 ; Sum. 6.885e+02 ;\n", "\n", "Generation 32/100\n", "\tOS: 19.41 Repl: 0.469\n", "\tBest\t Err. 5.786e-02 ; Compl. 1.735e-02 ; Sym. 7.358e-01 ; Sum. 7.462e+02 ;\n", "\tMean\t Err. 5.939e-02 ; Compl. 1.939e-02 ; Sym. 7.152e-01 ; Sum. 6.897e+02 ;\n", "\tAvg \t Err. 1.536e-01 ; Compl. 1.248e-02 ; Sym. 7.708e-01 ; Sum. 6.816e+02 ;\n", "\n", "Generation 33/100\n", "\tOS: 19.61 Repl: 0.320\n", "\tBest\t Err. 5.757e-02 ; Compl. 1.463e-02 ; Sym. 7.124e-01 ; Sum. 6.982e+02 ;\n", "\tMean\t Err. 5.966e-02 ; Compl. 1.969e-02 ; Sym. 7.164e-01 ; Sum. 6.901e+02 ;\n", "\tAvg \t Err. 1.508e-01 ; Compl. 1.321e-02 ; Sym. 7.635e-01 ; Sum. 6.843e+02 ;\n", "\n", "Generation 34/100\n", "\tOS: 19.67 Repl: 0.391\n", "\tBest\t Err. 5.754e-02 ; Compl. 2.004e-02 ; Sym. 7.670e-01 ; Sum. 7.634e+02 ;\n", "\tMean\t Err. 5.942e-02 ; Compl. 2.048e-02 ; Sym. 7.143e-01 ; Sum. 6.855e+02 ;\n", "\tAvg \t Err. 1.518e-01 ; Compl. 1.382e-02 ; Sym. 7.667e-01 ; Sum. 6.821e+02 ;\n", "\n", "Generation 35/100\n", "\tOS: 19.72 Repl: 0.359\n", "\tBest\t Err. 5.802e-02 ; Compl. 1.150e-02 ; Sym. 7.218e-01 ; Sum. 7.765e+02 ;\n", "\tMean\t Err. 5.961e-02 ; Compl. 2.093e-02 ; Sym. 7.123e-01 ; Sum. 6.794e+02 ;\n", "\tAvg \t Err. 1.513e-01 ; Compl. 1.457e-02 ; Sym. 7.719e-01 ; Sum. 6.781e+02 ;\n", "\n", "Generation 36/100\n", "\tOS: 19.72 Repl: 0.383\n", "\tBest\t Err. 5.763e-02 ; Compl. 1.758e-02 ; Sym. 7.516e-01 ; Sum. 7.419e+02 ;\n", "\tMean\t Err. 5.950e-02 ; Compl. 2.081e-02 ; Sym. 7.130e-01 ; Sum. 6.812e+02 ;\n", "\tAvg \t Err. 1.514e-01 ; Compl. 1.465e-02 ; Sym. 7.628e-01 ; Sum. 6.737e+02 ;\n", "\n", "Generation 37/100\n", "\tOS: 19.84 Repl: 0.438\n", "\tBest\t Err. 5.762e-02 ; Compl. 2.372e-02 ; Sym. 7.232e-01 ; Sum. 7.468e+02 ;\n", "\tMean\t Err. 5.930e-02 ; Compl. 2.026e-02 ; Sym. 7.127e-01 ; Sum. 6.866e+02 ;\n", "\tAvg \t Err. 1.479e-01 ; Compl. 1.498e-02 ; Sym. 7.497e-01 ; Sum. 6.735e+02 ;\n", "\n", "Generation 38/100\n", "\tOS: 19.81 Repl: 0.383\n", "\tBest\t Err. 5.709e-02 ; Compl. 1.767e-02 ; Sym. 7.510e-01 ; Sum. 7.417e+02 ;\n", "\tMean\t Err. 5.896e-02 ; Compl. 2.033e-02 ; Sym. 7.135e-01 ; Sum. 6.848e+02 ;\n", "\tAvg \t Err. 1.487e-01 ; Compl. 1.359e-02 ; Sym. 7.541e-01 ; Sum. 6.798e+02 ;\n", "\n", "Generation 39/100\n", "\tOS: 19.84 Repl: 0.352\n", "\tBest\t Err. 5.717e-02 ; Compl. 1.908e-02 ; Sym. 7.359e-01 ; Sum. 6.243e+02 ;\n", "\tMean\t Err. 5.911e-02 ; Compl. 1.980e-02 ; Sym. 7.126e-01 ; Sum. 6.888e+02 ;\n", "\tAvg \t Err. 1.473e-01 ; Compl. 1.416e-02 ; Sym. 7.521e-01 ; Sum. 6.797e+02 ;\n", "\n", "Generation 40/100\n", "\tOS: 19.71 Repl: 0.383\n", "\tBest\t Err. 5.679e-02 ; Compl. 1.762e-02 ; Sym. 7.537e-01 ; Sum. 7.419e+02 ;\n", "\tMean\t Err. 5.829e-02 ; Compl. 1.946e-02 ; Sym. 7.154e-01 ; Sum. 6.951e+02 ;\n", "\tAvg \t Err. 1.466e-01 ; Compl. 1.352e-02 ; Sym. 7.499e-01 ; Sum. 6.780e+02 ;\n", "\n", "Generation 41/100\n", "\tOS: 19.88 Repl: 0.297\n", "\tBest\t Err. 5.719e-02 ; Compl. 1.611e-02 ; Sym. 6.968e-01 ; Sum. 7.489e+02 ;\n", "\tMean\t Err. 5.873e-02 ; Compl. 1.924e-02 ; Sym. 7.135e-01 ; Sum. 6.976e+02 ;\n", "\tAvg \t Err. 1.485e-01 ; Compl. 1.406e-02 ; Sym. 7.546e-01 ; Sum. 6.844e+02 ;\n", "\n", "Generation 42/100\n", "\tOS: 20.01 Repl: 0.312\n", "\tBest\t Err. 5.688e-02 ; Compl. 2.414e-02 ; Sym. 7.171e-01 ; Sum. 7.467e+02 ;\n", "\tMean\t Err. 5.875e-02 ; Compl. 1.905e-02 ; Sym. 7.153e-01 ; Sum. 6.968e+02 ;\n", "\tAvg \t Err. 1.450e-01 ; Compl. 1.370e-02 ; Sym. 7.566e-01 ; Sum. 6.911e+02 ;\n", "\n", "Generation 43/100\n", "\tOS: 20.04 Repl: 0.312\n", "\tBest\t Err. 5.692e-02 ; Compl. 2.202e-02 ; Sym. 7.368e-01 ; Sum. 6.846e+02 ;\n", "\tMean\t Err. 5.839e-02 ; Compl. 1.983e-02 ; Sym. 7.156e-01 ; Sum. 6.947e+02 ;\n", "\tAvg \t Err. 1.459e-01 ; Compl. 1.335e-02 ; Sym. 7.547e-01 ; Sum. 6.955e+02 ;\n", "\n", "Generation 44/100\n", "\tOS: 20.00 Repl: 0.258\n", "\tBest\t Err. 5.664e-02 ; Compl. 2.577e-02 ; Sym. 7.085e-01 ; Sum. 6.491e+02 ;\n", "\tMean\t Err. 5.806e-02 ; Compl. 2.025e-02 ; Sym. 7.144e-01 ; Sum. 6.944e+02 ;\n", "\tAvg \t Err. 1.440e-01 ; Compl. 1.415e-02 ; Sym. 7.581e-01 ; Sum. 6.902e+02 ;\n", "\n", "Generation 45/100\n", "\tOS: 19.91 Repl: 0.258\n", "\tBest\t Err. 5.673e-02 ; Compl. 2.756e-02 ; Sym. 7.043e-01 ; Sum. 7.749e+02 ;\n", "\tMean\t Err. 5.775e-02 ; Compl. 2.052e-02 ; Sym. 7.135e-01 ; Sum. 6.910e+02 ;\n", "\tAvg \t Err. 1.475e-01 ; Compl. 1.430e-02 ; Sym. 7.578e-01 ; Sum. 6.883e+02 ;\n", "\n", "Generation 46/100\n", "\tOS: 20.06 Repl: 0.258\n", "\tBest\t Err. 5.670e-02 ; Compl. 2.088e-02 ; Sym. 7.170e-01 ; Sum. 6.629e+02 ;\n", "\tMean\t Err. 5.794e-02 ; Compl. 2.082e-02 ; Sym. 7.129e-01 ; Sum. 6.944e+02 ;\n", "\tAvg \t Err. 1.498e-01 ; Compl. 1.489e-02 ; Sym. 7.447e-01 ; Sum. 6.814e+02 ;\n", "\n", "Generation 47/100\n", "\tOS: 20.00 Repl: 0.281\n", "\tBest\t Err. 5.616e-02 ; Compl. 2.710e-02 ; Sym. 6.978e-01 ; Sum. 6.504e+02 ;\n", "\tMean\t Err. 5.739e-02 ; Compl. 2.115e-02 ; Sym. 7.141e-01 ; Sum. 6.924e+02 ;\n", "\tAvg \t Err. 1.435e-01 ; Compl. 1.516e-02 ; Sym. 7.593e-01 ; Sum. 6.886e+02 ;\n", "\n", "Generation 48/100\n", "\tOS: 19.99 Repl: 0.203\n", "\tBest\t Err. 5.610e-02 ; Compl. 2.743e-02 ; Sym. 7.026e-01 ; Sum. 6.496e+02 ;\n", "\tMean\t Err. 5.723e-02 ; Compl. 2.166e-02 ; Sym. 7.123e-01 ; Sum. 6.922e+02 ;\n", "\tAvg \t Err. 1.449e-01 ; Compl. 1.656e-02 ; Sym. 7.485e-01 ; Sum. 6.835e+02 ;\n", "\n", "Generation 49/100\n", "\tOS: 20.04 Repl: 0.281\n", "\tBest\t Err. 5.593e-02 ; Compl. 3.987e-02 ; Sym. 6.833e-01 ; Sum. 7.087e+02 ;\n", "\tMean\t Err. 5.700e-02 ; Compl. 2.254e-02 ; Sym. 7.132e-01 ; Sum. 6.939e+02 ;\n", "\tAvg \t Err. 1.450e-01 ; Compl. 1.696e-02 ; Sym. 7.474e-01 ; Sum. 6.875e+02 ;\n", "\n", "Generation 50/100\n", "\tOS: 20.09 Repl: 0.203\n", "\tBest\t Err. 5.586e-02 ; Compl. 2.752e-02 ; Sym. 7.057e-01 ; Sum. 6.492e+02 ;\n", "\tMean\t Err. 5.683e-02 ; Compl. 2.281e-02 ; Sym. 7.116e-01 ; Sum. 6.934e+02 ;\n", "\tAvg \t Err. 1.439e-01 ; Compl. 1.772e-02 ; Sym. 7.535e-01 ; Sum. 6.845e+02 ;\n", "\n", "Generation 51/100\n", "\tOS: 20.13 Repl: 0.234\n", "\tBest\t Err. 5.556e-02 ; Compl. 2.908e-02 ; Sym. 7.039e-01 ; Sum. 6.686e+02 ;\n", "\tMean\t Err. 5.679e-02 ; Compl. 2.289e-02 ; Sym. 7.126e-01 ; Sum. 6.944e+02 ;\n", "\tAvg \t Err. 1.439e-01 ; Compl. 1.916e-02 ; Sym. 7.434e-01 ; Sum. 6.878e+02 ;\n", "\n", "Generation 52/100\n", "\tOS: 20.19 Repl: 0.219\n", "\tBest\t Err. 5.563e-02 ; Compl. 3.381e-02 ; Sym. 6.975e-01 ; Sum. 7.000e+02 ;\n", "\tMean\t Err. 5.662e-02 ; Compl. 2.254e-02 ; Sym. 7.105e-01 ; Sum. 6.978e+02 ;\n", "\tAvg \t Err. 1.444e-01 ; Compl. 1.903e-02 ; Sym. 7.483e-01 ; Sum. 6.903e+02 ;\n", "\n", "Generation 53/100\n", "\tOS: 20.20 Repl: 0.172\n", "\tBest\t Err. 5.536e-02 ; Compl. 2.580e-02 ; Sym. 7.059e-01 ; Sum. 6.514e+02 ;\n", "\tMean\t Err. 5.655e-02 ; Compl. 2.261e-02 ; Sym. 7.112e-01 ; Sum. 6.927e+02 ;\n", "\tAvg \t Err. 1.419e-01 ; Compl. 1.885e-02 ; Sym. 7.514e-01 ; Sum. 6.931e+02 ;\n", "\n", "Generation 54/100\n", "\tOS: 20.17 Repl: 0.227\n", "\tBest\t Err. 5.545e-02 ; Compl. 2.708e-02 ; Sym. 7.433e-01 ; Sum. 6.429e+02 ;\n", "\tMean\t Err. 5.628e-02 ; Compl. 2.320e-02 ; Sym. 7.098e-01 ; Sum. 6.941e+02 ;\n", "\tAvg \t Err. 1.422e-01 ; Compl. 1.999e-02 ; Sym. 7.535e-01 ; Sum. 6.914e+02 ;\n", "\n", "Generation 55/100\n", "\tOS: 20.20 Repl: 0.219\n", "\tBest\t Err. 5.540e-02 ; Compl. 2.774e-02 ; Sym. 7.041e-01 ; Sum. 7.501e+02 ;\n", "\tMean\t Err. 5.625e-02 ; Compl. 2.413e-02 ; Sym. 7.098e-01 ; Sum. 6.893e+02 ;\n", "\tAvg \t Err. 1.450e-01 ; Compl. 1.980e-02 ; Sym. 7.537e-01 ; Sum. 6.925e+02 ;\n", "\n", "Generation 56/100\n", "\tOS: 20.35 Repl: 0.211\n", "\tBest\t Err. 5.565e-02 ; Compl. 3.485e-02 ; Sym. 6.962e-01 ; Sum. 6.708e+02 ;\n", "\tMean\t Err. 5.638e-02 ; Compl. 2.477e-02 ; Sym. 7.090e-01 ; Sum. 6.857e+02 ;\n", "\tAvg \t Err. 1.387e-01 ; Compl. 2.099e-02 ; Sym. 7.416e-01 ; Sum. 6.888e+02 ;\n", "\n", "Generation 57/100\n", "\tOS: 20.30 Repl: 0.195\n", "\tBest\t Err. 5.532e-02 ; Compl. 2.761e-02 ; Sym. 7.057e-01 ; Sum. 7.501e+02 ;\n", "\tMean\t Err. 5.610e-02 ; Compl. 2.508e-02 ; Sym. 7.064e-01 ; Sum. 6.857e+02 ;\n", "\tAvg \t Err. 1.416e-01 ; Compl. 2.124e-02 ; Sym. 7.520e-01 ; Sum. 6.788e+02 ;\n", "\n", "Generation 58/100\n", "\tOS: 20.42 Repl: 0.164\n", "\tBest\t Err. 5.536e-02 ; Compl. 2.616e-02 ; Sym. 7.113e-01 ; Sum. 6.522e+02 ;\n", "\tMean\t Err. 5.612e-02 ; Compl. 2.481e-02 ; Sym. 7.065e-01 ; Sum. 6.863e+02 ;\n", "\tAvg \t Err. 1.377e-01 ; Compl. 2.223e-02 ; Sym. 7.431e-01 ; Sum. 6.828e+02 ;\n", "\n", "Generation 59/100\n", "\tOS: 20.39 Repl: 0.172\n", "\tBest\t Err. 5.535e-02 ; Compl. 2.715e-02 ; Sym. 7.032e-01 ; Sum. 7.506e+02 ;\n", "\tMean\t Err. 5.592e-02 ; Compl. 2.529e-02 ; Sym. 7.066e-01 ; Sum. 6.861e+02 ;\n", "\tAvg \t Err. 1.408e-01 ; Compl. 2.114e-02 ; Sym. 7.493e-01 ; Sum. 6.825e+02 ;\n", "\n", "Generation 60/100\n", "\tOS: 20.46 Repl: 0.133\n", "\tBest\t Err. 5.522e-02 ; Compl. 2.709e-02 ; Sym. 7.027e-01 ; Sum. 7.506e+02 ;\n", "\tMean\t Err. 5.592e-02 ; Compl. 2.532e-02 ; Sym. 7.067e-01 ; Sum. 6.851e+02 ;\n", "\tAvg \t Err. 1.371e-01 ; Compl. 2.275e-02 ; Sym. 7.378e-01 ; Sum. 6.808e+02 ;\n", "\n", "Generation 61/100\n", "\tOS: 20.49 Repl: 0.117\n", "\tBest\t Err. 5.531e-02 ; Compl. 2.709e-02 ; Sym. 7.029e-01 ; Sum. 7.504e+02 ;\n", "\tMean\t Err. 5.589e-02 ; Compl. 2.505e-02 ; Sym. 7.075e-01 ; Sum. 6.863e+02 ;\n", "\tAvg \t Err. 1.371e-01 ; Compl. 2.297e-02 ; Sym. 7.375e-01 ; Sum. 6.817e+02 ;\n", "\n", "Generation 62/100\n", "\tOS: 20.51 Repl: 0.094\n", "\tBest\t Err. 5.521e-02 ; Compl. 2.713e-02 ; Sym. 7.032e-01 ; Sum. 7.504e+02 ;\n", "\tMean\t Err. 5.577e-02 ; Compl. 2.484e-02 ; Sym. 7.094e-01 ; Sum. 6.855e+02 ;\n", "\tAvg \t Err. 1.369e-01 ; Compl. 2.244e-02 ; Sym. 7.362e-01 ; Sum. 6.815e+02 ;\n", "\n", "Generation 63/100\n", "\tOS: 20.54 Repl: 0.133\n", "\tBest\t Err. 5.511e-02 ; Compl. 2.590e-02 ; Sym. 7.115e-01 ; Sum. 6.518e+02 ;\n", "\tMean\t Err. 5.572e-02 ; Compl. 2.482e-02 ; Sym. 7.088e-01 ; Sum. 6.862e+02 ;\n", "\tAvg \t Err. 1.364e-01 ; Compl. 2.272e-02 ; Sym. 7.371e-01 ; Sum. 6.782e+02 ;\n", "\n", "Generation 64/100\n", "\tOS: 20.55 Repl: 0.109\n", "\tBest\t Err. 5.500e-02 ; Compl. 1.852e-02 ; Sym. 7.029e-01 ; Sum. 7.086e+02 ;\n", "\tMean\t Err. 5.558e-02 ; Compl. 2.477e-02 ; Sym. 7.097e-01 ; Sum. 6.862e+02 ;\n", "\tAvg \t Err. 1.394e-01 ; Compl. 2.209e-02 ; Sym. 7.479e-01 ; Sum. 6.811e+02 ;\n", "\n", "Generation 65/100\n", "\tOS: 20.54 Repl: 0.102\n", "\tBest\t Err. 5.491e-02 ; Compl. 2.468e-02 ; Sym. 7.014e-01 ; Sum. 6.845e+02 ;\n", "\tMean\t Err. 5.545e-02 ; Compl. 2.474e-02 ; Sym. 7.104e-01 ; Sum. 6.855e+02 ;\n", "\tAvg \t Err. 1.343e-01 ; Compl. 2.264e-02 ; Sym. 7.324e-01 ; Sum. 6.820e+02 ;\n", "\n", "Generation 66/100\n", "\tOS: 20.62 Repl: 0.086\n", "\tBest\t Err. 5.501e-02 ; Compl. 2.448e-02 ; Sym. 7.026e-01 ; Sum. 6.842e+02 ;\n", "\tMean\t Err. 5.551e-02 ; Compl. 2.468e-02 ; Sym. 7.109e-01 ; Sum. 6.857e+02 ;\n", "\tAvg \t Err. 1.353e-01 ; Compl. 2.285e-02 ; Sym. 7.421e-01 ; Sum. 6.810e+02 ;\n", "\n", "Generation 67/100\n", "\tOS: 20.69 Repl: 0.102\n", "\tBest\t Err. 5.505e-02 ; Compl. 2.445e-02 ; Sym. 7.012e-01 ; Sum. 6.841e+02 ;\n", "\tMean\t Err. 5.551e-02 ; Compl. 2.458e-02 ; Sym. 7.117e-01 ; Sum. 6.837e+02 ;\n", "\tAvg \t Err. 1.348e-01 ; Compl. 2.245e-02 ; Sym. 7.436e-01 ; Sum. 6.825e+02 ;\n", "\n", "Generation 68/100\n", "\tOS: 20.71 Repl: 0.070\n", "\tBest\t Err. 5.505e-02 ; Compl. 1.888e-02 ; Sym. 7.176e-01 ; Sum. 7.059e+02 ;\n", "\tMean\t Err. 5.547e-02 ; Compl. 2.493e-02 ; Sym. 7.118e-01 ; Sum. 6.836e+02 ;\n", "\tAvg \t Err. 1.347e-01 ; Compl. 2.280e-02 ; Sym. 7.441e-01 ; Sum. 6.794e+02 ;\n", "\n", "Generation 69/100\n", "\tOS: 20.71 Repl: 0.062\n", "\tBest\t Err. 5.496e-02 ; Compl. 2.335e-02 ; Sym. 7.081e-01 ; Sum. 6.808e+02 ;\n", "\tMean\t Err. 5.538e-02 ; Compl. 2.494e-02 ; Sym. 7.122e-01 ; Sum. 6.856e+02 ;\n", "\tAvg \t Err. 1.375e-01 ; Compl. 2.265e-02 ; Sym. 7.425e-01 ; Sum. 6.795e+02 ;\n", "\n", "Generation 70/100\n", "\tOS: 20.73 Repl: 0.070\n", "\tBest\t Err. 5.485e-02 ; Compl. 1.833e-02 ; Sym. 7.077e-01 ; Sum. 7.286e+02 ;\n", "\tMean\t Err. 5.535e-02 ; Compl. 2.541e-02 ; Sym. 7.128e-01 ; Sum. 6.844e+02 ;\n", "\tAvg \t Err. 1.325e-01 ; Compl. 2.295e-02 ; Sym. 7.329e-01 ; Sum. 6.819e+02 ;\n", "\n", "Generation 71/100\n", "\tOS: 20.74 Repl: 0.047\n", "\tBest\t Err. 5.480e-02 ; Compl. 2.336e-02 ; Sym. 7.103e-01 ; Sum. 6.806e+02 ;\n", "\tMean\t Err. 5.531e-02 ; Compl. 2.561e-02 ; Sym. 7.135e-01 ; Sum. 6.839e+02 ;\n", "\tAvg \t Err. 1.371e-01 ; Compl. 2.329e-02 ; Sym. 7.393e-01 ; Sum. 6.802e+02 ;\n", "\n", "Generation 72/100\n", "\tOS: 20.78 Repl: 0.055\n", "\tBest\t Err. 5.475e-02 ; Compl. 2.334e-02 ; Sym. 7.111e-01 ; Sum. 6.805e+02 ;\n", "\tMean\t Err. 5.529e-02 ; Compl. 2.584e-02 ; Sym. 7.140e-01 ; Sum. 6.815e+02 ;\n", "\tAvg \t Err. 1.325e-01 ; Compl. 2.390e-02 ; Sym. 7.331e-01 ; Sum. 6.769e+02 ;\n", "\n", "Generation 73/100\n", "\tOS: 20.79 Repl: 0.078\n", "\tBest\t Err. 5.472e-02 ; Compl. 2.335e-02 ; Sym. 7.125e-01 ; Sum. 6.803e+02 ;\n", "\tMean\t Err. 5.528e-02 ; Compl. 2.586e-02 ; Sym. 7.141e-01 ; Sum. 6.799e+02 ;\n", "\tAvg \t Err. 1.325e-01 ; Compl. 2.385e-02 ; Sym. 7.328e-01 ; Sum. 6.763e+02 ;\n", "\n", "Generation 74/100\n", "\tOS: 20.84 Repl: 0.023\n", "\tBest\t Err. 5.476e-02 ; Compl. 2.335e-02 ; Sym. 7.131e-01 ; Sum. 6.801e+02 ;\n", "\tMean\t Err. 5.526e-02 ; Compl. 2.603e-02 ; Sym. 7.139e-01 ; Sum. 6.788e+02 ;\n", "\tAvg \t Err. 1.322e-01 ; Compl. 2.414e-02 ; Sym. 7.335e-01 ; Sum. 6.739e+02 ;\n", "\n", "Generation 75/100\n", "\tOS: 20.87 Repl: 0.039\n", "\tBest\t Err. 5.472e-02 ; Compl. 2.333e-02 ; Sym. 7.142e-01 ; Sum. 6.799e+02 ;\n", "\tMean\t Err. 5.526e-02 ; Compl. 2.596e-02 ; Sym. 7.140e-01 ; Sum. 6.787e+02 ;\n", "\tAvg \t Err. 1.320e-01 ; Compl. 2.421e-02 ; Sym. 7.341e-01 ; Sum. 6.734e+02 ;\n", "\n", "Generation 76/100\n", "\tOS: 20.90 Repl: 0.047\n", "\tBest\t Err. 5.471e-02 ; Compl. 2.339e-02 ; Sym. 7.139e-01 ; Sum. 6.797e+02 ;\n", "\tMean\t Err. 5.522e-02 ; Compl. 2.600e-02 ; Sym. 7.149e-01 ; Sum. 6.789e+02 ;\n", "\tAvg \t Err. 1.317e-01 ; Compl. 2.404e-02 ; Sym. 7.337e-01 ; Sum. 6.721e+02 ;\n", "\n", "Generation 77/100\n", "\tOS: 20.92 Repl: 0.023\n", "\tBest\t Err. 5.468e-02 ; Compl. 2.336e-02 ; Sym. 7.142e-01 ; Sum. 6.796e+02 ;\n", "\tMean\t Err. 5.520e-02 ; Compl. 2.576e-02 ; Sym. 7.157e-01 ; Sum. 6.804e+02 ;\n", "\tAvg \t Err. 1.321e-01 ; Compl. 2.397e-02 ; Sym. 7.323e-01 ; Sum. 6.740e+02 ;\n", "\n", "Generation 78/100\n", "\tOS: 20.94 Repl: 0.031\n", "\tBest\t Err. 5.467e-02 ; Compl. 2.235e-02 ; Sym. 7.193e-01 ; Sum. 6.275e+02 ;\n", "\tMean\t Err. 5.515e-02 ; Compl. 2.564e-02 ; Sym. 7.160e-01 ; Sum. 6.807e+02 ;\n", "\tAvg \t Err. 1.322e-01 ; Compl. 2.374e-02 ; Sym. 7.316e-01 ; Sum. 6.748e+02 ;\n", "\n", "Generation 79/100\n", "\tOS: 20.91 Repl: 0.016\n", "\tBest\t Err. 5.459e-02 ; Compl. 2.336e-02 ; Sym. 7.156e-01 ; Sum. 6.794e+02 ;\n", "\tMean\t Err. 5.510e-02 ; Compl. 2.563e-02 ; Sym. 7.162e-01 ; Sum. 6.806e+02 ;\n", "\tAvg \t Err. 1.319e-01 ; Compl. 2.349e-02 ; Sym. 7.384e-01 ; Sum. 6.754e+02 ;\n", "\n", "Generation 80/100\n", "\tOS: 20.99 Repl: 0.031\n", "\tBest\t Err. 5.468e-02 ; Compl. 2.332e-02 ; Sym. 7.162e-01 ; Sum. 6.791e+02 ;\n", "\tMean\t Err. 5.516e-02 ; Compl. 2.553e-02 ; Sym. 7.167e-01 ; Sum. 6.802e+02 ;\n", "\tAvg \t Err. 1.329e-01 ; Compl. 2.353e-02 ; Sym. 7.306e-01 ; Sum. 6.755e+02 ;\n", "\n", "Generation 81/100\n", "\tOS: 21.03 Repl: 0.008\n", "\tBest\t Err. 5.467e-02 ; Compl. 2.329e-02 ; Sym. 7.175e-01 ; Sum. 6.790e+02 ;\n", "\tMean\t Err. 5.517e-02 ; Compl. 2.543e-02 ; Sym. 7.170e-01 ; Sum. 6.800e+02 ;\n", "\tAvg \t Err. 1.330e-01 ; Compl. 2.342e-02 ; Sym. 7.330e-01 ; Sum. 6.763e+02 ;\n", "\n", "Generation 82/100\n", "\tOS: 21.07 Repl: 0.023\n", "\tBest\t Err. 5.468e-02 ; Compl. 2.329e-02 ; Sym. 7.184e-01 ; Sum. 6.788e+02 ;\n", "\tMean\t Err. 5.523e-02 ; Compl. 2.544e-02 ; Sym. 7.173e-01 ; Sum. 6.794e+02 ;\n", "\tAvg \t Err. 1.328e-01 ; Compl. 2.326e-02 ; Sym. 7.333e-01 ; Sum. 6.773e+02 ;\n", "\n", "Generation 83/100\n", "\tOS: 21.09 Repl: 0.016\n", "\tBest\t Err. 5.467e-02 ; Compl. 2.328e-02 ; Sym. 7.188e-01 ; Sum. 6.787e+02 ;\n", "\tMean\t Err. 5.523e-02 ; Compl. 2.548e-02 ; Sym. 7.176e-01 ; Sum. 6.793e+02 ;\n", "\tAvg \t Err. 1.326e-01 ; Compl. 2.375e-02 ; Sym. 7.340e-01 ; Sum. 6.754e+02 ;\n", "\n", "Generation 84/100\n", "\tOS: 21.11 Repl: 0.008\n", "\tBest\t Err. 5.468e-02 ; Compl. 2.327e-02 ; Sym. 7.192e-01 ; Sum. 6.786e+02 ;\n", "\tMean\t Err. 5.523e-02 ; Compl. 2.548e-02 ; Sym. 7.175e-01 ; Sum. 6.788e+02 ;\n", "\tAvg \t Err. 1.336e-01 ; Compl. 2.383e-02 ; Sym. 7.344e-01 ; Sum. 6.762e+02 ;\n", "\n", "Generation 85/100\n", "\tOS: 21.11 Repl: 0.008\n", "\tBest\t Err. 5.468e-02 ; Compl. 2.326e-02 ; Sym. 7.196e-01 ; Sum. 6.785e+02 ;\n", "\tMean\t Err. 5.523e-02 ; Compl. 2.553e-02 ; Sym. 7.177e-01 ; Sum. 6.793e+02 ;\n", "\tAvg \t Err. 1.338e-01 ; Compl. 2.399e-02 ; Sym. 7.352e-01 ; Sum. 6.751e+02 ;\n", "\n", "Generation 86/100\n", "\tOS: 21.13 Repl: 0.016\n", "\tBest\t Err. 5.468e-02 ; Compl. 2.325e-02 ; Sym. 7.198e-01 ; Sum. 6.784e+02 ;\n", "\tMean\t Err. 5.524e-02 ; Compl. 2.555e-02 ; Sym. 7.179e-01 ; Sum. 6.784e+02 ;\n", "\tAvg \t Err. 1.337e-01 ; Compl. 2.379e-02 ; Sym. 7.338e-01 ; Sum. 6.761e+02 ;\n", "\n", "Generation 87/100\n", "\tOS: 21.15 Repl: 0.008\n", "\tBest\t Err. 5.469e-02 ; Compl. 2.325e-02 ; Sym. 7.202e-01 ; Sum. 6.783e+02 ;\n", "\tMean\t Err. 5.526e-02 ; Compl. 2.556e-02 ; Sym. 7.182e-01 ; Sum. 6.782e+02 ;\n", "\tAvg \t Err. 1.337e-01 ; Compl. 2.372e-02 ; Sym. 7.338e-01 ; Sum. 6.763e+02 ;\n", "\n", "Generation 88/100\n", "\tOS: 21.17 Repl: 0.016\n", "\tBest\t Err. 5.474e-02 ; Compl. 2.321e-02 ; Sym. 7.208e-01 ; Sum. 6.782e+02 ;\n", "\tMean\t Err. 5.528e-02 ; Compl. 2.556e-02 ; Sym. 7.183e-01 ; Sum. 6.779e+02 ;\n", "\tAvg \t Err. 1.346e-01 ; Compl. 2.379e-02 ; Sym. 7.347e-01 ; Sum. 6.759e+02 ;\n", "\n", "Generation 89/100\n", "\tOS: 21.21 Repl: 0.000\n", "\tBest\t Err. 5.480e-02 ; Compl. 2.320e-02 ; Sym. 7.211e-01 ; Sum. 6.779e+02 ;\n", "\tMean\t Err. 5.533e-02 ; Compl. 2.554e-02 ; Sym. 7.185e-01 ; Sum. 6.777e+02 ;\n", "\tAvg \t Err. 1.353e-01 ; Compl. 2.371e-02 ; Sym. 7.368e-01 ; Sum. 6.758e+02 ;\n", "\n", "Generation 90/100\n", "\tOS: 21.23 Repl: 0.016\n", "\tBest\t Err. 5.487e-02 ; Compl. 2.221e-02 ; Sym. 7.209e-01 ; Sum. 6.289e+02 ;\n", "\tMean\t Err. 5.536e-02 ; Compl. 2.552e-02 ; Sym. 7.187e-01 ; Sum. 6.776e+02 ;\n", "\tAvg \t Err. 1.356e-01 ; Compl. 2.346e-02 ; Sym. 7.387e-01 ; Sum. 6.760e+02 ;\n", "\n", "Generation 91/100\n", "\tOS: 21.20 Repl: 0.016\n", "\tBest\t Err. 5.479e-02 ; Compl. 2.223e-02 ; Sym. 7.207e-01 ; Sum. 6.291e+02 ;\n", "\tMean\t Err. 5.531e-02 ; Compl. 2.563e-02 ; Sym. 7.190e-01 ; Sum. 6.774e+02 ;\n", "\tAvg \t Err. 1.322e-01 ; Compl. 2.370e-02 ; Sym. 7.421e-01 ; Sum. 6.751e+02 ;\n", "\n", "Generation 92/100\n", "\tOS: 21.21 Repl: 0.023\n", "\tBest\t Err. 5.479e-02 ; Compl. 2.321e-02 ; Sym. 7.202e-01 ; Sum. 6.776e+02 ;\n", "\tMean\t Err. 5.530e-02 ; Compl. 2.578e-02 ; Sym. 7.195e-01 ; Sum. 6.777e+02 ;\n", "\tAvg \t Err. 1.322e-01 ; Compl. 2.376e-02 ; Sym. 7.425e-01 ; Sum. 6.756e+02 ;\n", "\n", "Generation 93/100\n", "\tOS: 21.34 Repl: 0.031\n", "\tBest\t Err. 5.495e-02 ; Compl. 2.322e-02 ; Sym. 7.206e-01 ; Sum. 6.772e+02 ;\n", "\tMean\t Err. 5.554e-02 ; Compl. 2.600e-02 ; Sym. 7.196e-01 ; Sum. 6.770e+02 ;\n", "\tAvg \t Err. 1.358e-01 ; Compl. 2.359e-02 ; Sym. 7.399e-01 ; Sum. 6.754e+02 ;\n", "\n", "Generation 94/100\n", "\tOS: 21.36 Repl: 0.016\n", "\tBest\t Err. 5.495e-02 ; Compl. 2.323e-02 ; Sym. 7.205e-01 ; Sum. 6.771e+02 ;\n", "\tMean\t Err. 5.554e-02 ; Compl. 2.605e-02 ; Sym. 7.195e-01 ; Sum. 6.767e+02 ;\n", "\tAvg \t Err. 1.346e-01 ; Compl. 2.370e-02 ; Sym. 7.403e-01 ; Sum. 6.728e+02 ;\n", "\n", "Generation 95/100\n", "\tOS: 21.38 Repl: 0.008\n", "\tBest\t Err. 5.497e-02 ; Compl. 2.325e-02 ; Sym. 7.205e-01 ; Sum. 6.768e+02 ;\n", "\tMean\t Err. 5.556e-02 ; Compl. 2.603e-02 ; Sym. 7.196e-01 ; Sum. 6.765e+02 ;\n", "\tAvg \t Err. 1.340e-01 ; Compl. 2.368e-02 ; Sym. 7.382e-01 ; Sum. 6.732e+02 ;\n", "\n", "Generation 96/100\n", "\tOS: 21.39 Repl: 0.008\n", "\tBest\t Err. 5.498e-02 ; Compl. 2.326e-02 ; Sym. 7.204e-01 ; Sum. 6.766e+02 ;\n", "\tMean\t Err. 5.555e-02 ; Compl. 2.597e-02 ; Sym. 7.198e-01 ; Sum. 6.771e+02 ;\n", "\tAvg \t Err. 1.331e-01 ; Compl. 2.380e-02 ; Sym. 7.363e-01 ; Sum. 6.729e+02 ;\n", "\n", "Generation 97/100\n", "\tOS: 21.39 Repl: 0.016\n", "\tBest\t Err. 5.498e-02 ; Compl. 2.326e-02 ; Sym. 7.206e-01 ; Sum. 6.764e+02 ;\n", "\tMean\t Err. 5.555e-02 ; Compl. 2.587e-02 ; Sym. 7.199e-01 ; Sum. 6.780e+02 ;\n", "\tAvg \t Err. 1.332e-01 ; Compl. 2.369e-02 ; Sym. 7.362e-01 ; Sum. 6.737e+02 ;\n", "\n", "Generation 98/100\n", "\tOS: 21.39 Repl: 0.008\n", "\tBest\t Err. 5.497e-02 ; Compl. 2.327e-02 ; Sym. 7.208e-01 ; Sum. 6.763e+02 ;\n", "\tMean\t Err. 5.555e-02 ; Compl. 2.578e-02 ; Sym. 7.200e-01 ; Sum. 6.780e+02 ;\n", "\tAvg \t Err. 1.331e-01 ; Compl. 2.369e-02 ; Sym. 7.363e-01 ; Sum. 6.734e+02 ;\n", "\n", "Generation 99/100\n", "\tOS: 21.39 Repl: 0.000\n", "\tBest\t Err. 5.497e-02 ; Compl. 2.328e-02 ; Sym. 7.209e-01 ; Sum. 6.761e+02 ;\n", "\tMean\t Err. 5.554e-02 ; Compl. 2.576e-02 ; Sym. 7.201e-01 ; Sum. 6.779e+02 ;\n", "\tAvg \t Err. 1.330e-01 ; Compl. 2.367e-02 ; Sym. 7.363e-01 ; Sum. 6.736e+02 ;\n", "\n", "Generation 100/100\n", "\tOS: 21.39 Repl: 0.008\n", "\tBest\t Err. 5.496e-02 ; Compl. 2.329e-02 ; Sym. 7.207e-01 ; Sum. 6.760e+02 ;\n", "\tMean\t Err. 5.554e-02 ; Compl. 2.573e-02 ; Sym. 7.201e-01 ; Sum. 6.775e+02 ;\n", "\tAvg \t Err. 1.330e-01 ; Compl. 2.367e-02 ; Sym. 7.364e-01 ; Sum. 6.735e+02 ;\n", "\n", "Reconstruction completed\n" ] } ], "source": [ "from spring import MPR\n", "\n", "rec = MPR(pattern=patt, settings=sett).run()" ] }, { "cell_type": "markdown", "id": "5ec35caf-532d-46e8-953a-9ce4b1073307", "metadata": {}, "source": [ "During the reconstruction some log information is shown, informing about the status of the reconstruction. The object returned by the `MPR.run()` method is a `spring.Reconstruction`, which contains the outcome of the phase retrieval procedure (see [here](Result) for more information). It provides several methods. Among them, the helper method `spring.Reconstruction.plot()` gives an overview of the outcome:" ] }, { "cell_type": "code", "execution_count": 9, "id": "92beedc9-dfe1-4e07-b0b5-7ddc1916b906", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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