diff --git a/examples/optimisation/cmaes.ipynb b/examples/optimisation/cmaes.ipynb index aa52b8864..f8cafea21 100644 --- a/examples/optimisation/cmaes.ipynb +++ b/examples/optimisation/cmaes.ipynb @@ -25,52 +25,51 @@ "Running in sequential mode.\n", "Population size: 6\n", "Iter. Eval. Best Current Time m:s\n", - "0 6 1.1e+07 1.1e+07 0:00.0\n", - "1 12 1327148 1327148 0:00.0\n", - "2 18 1327148 2266532 0:00.0\n", - "3 24 1256807 1256807 0:00.0\n", - "20 126 1211437 1211745 0:00.0\n", - "40 246 1211183 1211183 0:00.1\n", - "60 366 1192883 1192883 0:00.1\n", - "80 486 104348.6 141312.8 0:00.1\n", - "100 606 101723 101728.6 0:00.1\n", - "120 726 101719.5 101719.5 0:00.2\n", - "140 846 101719.5 101719.5 0:00.2\n", - "160 966 101719.5 101719.5 0:00.2\n", - "180 1086 101719.5 101719.5 0:00.2\n", - "200 1206 101719.5 101719.5 0:00.3\n", - "220 1326 101719.5 101719.5 0:00.3\n", - "240 1446 101719.5 101719.5 0:00.3\n", - "260 1566 101719.5 101719.5 0:00.3\n", - "280 1686 101719.5 101719.5 0:00.4\n", - "300 1806 101719.5 101719.5 0:00.4\n", - "320 1926 101719.5 101719.5 0:00.4\n", - "340 2046 101719.5 101719.5 0:00.4\n", - "360 2166 101719.5 101719.5 0:00.5\n", - "380 2286 101719.5 101719.5 0:00.5\n", - "400 2406 101719.5 101719.5 0:00.5\n", - "420 2526 101719.5 101719.5 0:00.5\n", - "440 2646 101719.5 101719.5 0:00.6\n", - "460 2766 101719.5 101719.5 0:00.6\n", - "467 2802 101719.5 101719.5 0:00.6\n", + "0 6 1421875 1421875 0:00.0\n", + "1 12 1421875 1574156 0:00.0\n", + "2 18 1421875 2300549 0:00.0\n", + "3 24 1292165 1292165 0:00.1\n", + "20 126 1230030 1230030 0:00.1\n", + "40 246 1207764 1207764 0:00.1\n", + "60 366 519051.2 519051.2 0:00.2\n", + "80 486 99089.79 99307.36 0:00.3\n", + "100 606 99069.84 99069.84 0:00.3\n", + "120 726 99069.84 99069.84 0:00.3\n", + "140 846 99069.84 99069.84 0:00.4\n", + "160 966 99069.84 99069.84 0:00.4\n", + "180 1086 99069.84 99069.84 0:00.5\n", + "200 1206 99069.84 99069.84 0:00.5\n", + "220 1326 99069.84 99069.84 0:00.6\n", + "240 1446 99069.84 99069.84 0:00.6\n", + "260 1566 99069.84 99069.84 0:00.7\n", + "280 1686 99069.84 99069.84 0:00.7\n", + "300 1806 99069.84 99069.84 0:00.8\n", + "320 1926 99069.84 99069.84 0:00.8\n", + "340 2046 99069.84 99069.84 0:00.9\n", + "360 2166 99069.84 99069.84 0:00.9\n", + "380 2286 99069.84 99069.84 0:01.0\n", + "400 2406 99069.84 99069.84 0:01.1\n", + "420 2526 99069.84 99069.84 0:01.1\n", + "440 2646 99069.84 99069.84 0:01.2\n", + "460 2766 99069.84 99069.84 0:01.2\n", + "480 2886 99069.84 99069.84 0:01.3\n", + "500 3000 99069.84 99069.84 0:01.3\n", "Halting: No significant change for 200 iterations.\n", "Score at true solution: \n", - "102208.81438349716\n", + "99093.60326665576\n", "Found solution: True parameters:\n", - " 1.50357426433418845e-02 1.49999999999999994e-02\n", - " 4.99299520145392080e+02 5.00000000000000000e+02\n" + " 1.49973310790247911e-02 1.49999999999999994e-02\n", + " 4.99822454854978730e+02 5.00000000000000000e+02\n" ] }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -103,13 +102,14 @@ "# Perform an optimization with boundaries and hints\n", "x0 = 0.01, 450\n", "sigma0 = [0.01, 100]\n", - "found_parameters, found_value = pints.optimise(\n", + "opt = pints.OptimisationController(\n", " score,\n", " x0,\n", " sigma0,\n", " boundaries,\n", " method=pints.CMAES\n", - " )\n", + ")\n", + "found_parameters, found_value = opt.run()\n", "\n", "# Show score of true solution\n", "print('Score at true solution: ')\n", @@ -133,7 +133,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -147,7 +147,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.11.6" } }, "nbformat": 4, diff --git a/examples/optimisation/first-example.ipynb b/examples/optimisation/first-example.ipynb index 5c22802ee..7ae19d6ff 100644 --- a/examples/optimisation/first-example.ipynb +++ b/examples/optimisation/first-example.ipynb @@ -114,14 +114,12 @@ "outputs": [ { "data": { - "image/png": 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\n", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -220,27 +218,28 @@ "Running in sequential mode.\n", "Population size: 6\n", "Iter. Eval. Best Current Time m:s\n", - "0 6 4210287 4210287 0:00.0\n", - "1 12 4006344 4006344 0:00.0\n", - "2 18 4006344 4046089 0:00.0\n", - "3 24 3951076 3951076 0:00.0\n", - "20 126 258038.3 258038.3 0:00.0\n", - "40 246 64.85713 291.2191 0:00.0\n", - "60 366 0.231 0.379 0:00.0\n", - "80 486 0.000285 0.000456 0:00.1\n", - "100 606 5.75e-08 5.75e-08 0:00.1\n", - "120 726 2.94e-09 6.59e-09 0:00.1\n", - "140 846 2.26e-14 5.23e-12 0:00.1\n", - "160 966 1.72e-14 1.72e-14 0:00.1\n", - "180 1086 7.85e-18 4.05e-16 0:00.1\n", - "200 1206 9.78e-21 1.1e-19 0:00.1\n", - "220 1326 1.28e-22 3.24e-22 0:00.1\n", - "240 1446 0 1.86e-25 0:00.1\n", - "260 1566 0 0 0:00.2\n", - "280 1686 0 0 0:00.2\n", - "300 1806 0 0 0:00.2\n", - "320 1926 0 0 0:00.2\n", - "340 2040 0 0 0:00.2\n", + "0 6 4333739 4333739 0:00.0\n", + "1 12 4183608 4183608 0:00.0\n", + "2 16 4183608 4259524 0:00.0\n", + "3 21 4067444 4067444 0:00.0\n", + "20 110 878913.1 2875801 0:00.0\n", + "40 226 7082.994 12640.49 0:00.1\n", + "60 346 2.782674 31.67728 0:00.1\n", + "80 466 0.0032 0.00564 0:00.1\n", + "100 586 2.15e-06 3.48e-05 0:00.1\n", + "120 706 5.28e-09 2.58e-08 0:00.1\n", + "140 826 1.94e-11 2.99e-11 0:00.2\n", + "160 946 6.75e-15 1.39e-14 0:00.2\n", + "180 1066 1.92e-17 6.25e-17 0:00.2\n", + "200 1186 7.37e-21 1.36e-20 0:00.2\n", + "220 1306 3.53e-23 2.07e-22 0:00.2\n", + "240 1426 0 2.84e-25 0:00.3\n", + "260 1546 0 0 0:00.3\n", + "280 1666 0 0 0:00.3\n", + "300 1786 0 0 0:00.4\n", + "320 1906 0 0 0:00.4\n", + "340 2026 0 0 0:00.4\n", + "342 2032 0 0 0:00.4\n", "Halting: No significant change for 200 iterations.\n" ] } @@ -268,14 +267,12 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -385,29 +380,30 @@ "Running in sequential mode.\n", "Population size: 6\n", "Iter. Eval. Best Current Time m:s\n", - "0 6 4.01e+07 4.01e+07 0:00.0\n", - "1 12 3.98e+07 3.98e+07 0:00.0\n", - "2 18 3.98e+07 4.09e+07 0:00.0\n", - "3 24 3.98e+07 4.01e+07 0:00.0\n", - "20 126 1.4e+07 2.82e+07 0:00.0\n", - "40 246 372835.1 5173646 0:00.0\n", - "60 366 372835.1 390311.3 0:00.0\n", - "80 486 99957.08 99957.08 0:00.1\n", - "100 606 99950.41 99950.41 0:00.1\n", - "120 726 99950.39 99950.39 0:00.1\n", - "140 846 99950.39 99950.39 0:00.1\n", - "160 966 99950.39 99950.39 0:00.1\n", - "180 1086 99950.39 99950.39 0:00.1\n", - "200 1206 99950.39 99950.39 0:00.1\n", - "220 1326 99950.39 99950.39 0:00.1\n", - "240 1446 99950.39 99950.39 0:00.2\n", - "260 1566 99950.39 99950.39 0:00.2\n", - "280 1686 99950.39 99950.39 0:00.2\n", - "300 1806 99950.39 99950.39 0:00.2\n", - "320 1926 99950.39 99950.39 0:00.2\n", - "340 2046 99950.39 99950.39 0:00.2\n", - "360 2166 99950.39 99950.39 0:00.2\n", - "375 2250 99950.39 99950.39 0:00.2\n", + "0 6 3.93e+07 3.93e+07 0:00.0\n", + "1 11 3.93e+07 4.06e+07 0:00.0\n", + "2 15 3.93e+07 4.09e+07 0:00.0\n", + "3 19 3.93e+07 4.24e+07 0:00.0\n", + "20 108 1.81e+07 1.81e+07 0:00.0\n", + "40 220 188756.3 978410.4 0:00.1\n", + "60 340 106229.6 106282.6 0:00.1\n", + "80 460 106213.5 106213.5 0:00.1\n", + "100 580 106213.5 106213.5 0:00.1\n", + "120 700 106213.5 106213.5 0:00.1\n", + "140 820 106213.5 106213.5 0:00.2\n", + "160 940 106213.5 106213.5 0:00.2\n", + "180 1060 106213.5 106213.5 0:00.2\n", + "200 1180 106213.5 106213.5 0:00.2\n", + "220 1300 106213.5 106213.5 0:00.3\n", + "240 1420 106213.5 106213.5 0:00.3\n", + "260 1540 106213.5 106213.5 0:00.3\n", + "280 1660 106213.5 106213.5 0:00.3\n", + "300 1780 106213.5 106213.5 0:00.4\n", + "320 1900 106213.5 106213.5 0:00.4\n", + "340 2020 106213.5 106213.5 0:00.5\n", + "360 2140 106213.5 106213.5 0:00.5\n", + "380 2260 106213.5 106213.5 0:00.5\n", + "398 2362 106213.5 106213.5 0:00.5\n", "Halting: No significant change for 200 iterations.\n" ] } @@ -438,14 +434,12 @@ "outputs": [ { "data": { - 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\n", 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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -480,8 +474,8 @@ "output_type": "stream", "text": [ "Found solution: True parameters:\n", - " 1.50152863475838672e-02 1.49999999999999994e-02\n", - " 4.99226328917909427e+02 5.00000000000000000e+02\n" + " 1.49674088587464799e-02 1.49999999999999994e-02\n", + " 5.00631470039650537e+02 5.00000000000000000e+02\n" ] } ], @@ -512,9 +506,9 @@ "output_type": "stream", "text": [ "Error at obtained solution: \n", - "99950.39221952029\n", + "106213.5093342728\n", "Error at true solution: \n", - "100223.80925686713\n" + "106621.57365747471\n" ] } ], @@ -540,14 +534,12 @@ "outputs": [ { "data": { - "image/png": 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+ "image/png": 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\n", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -569,11 +561,227 @@ "If we re-run this example (with a different random seed) we'll obtain an error of a slightly different size and direction.\n", "In other words, we can treat our noise as a [finite sample from some distribution](https://en.wikipedia.org/wiki/Sampling_distribution) (in this case a Normal distribution), so that the parameters we infer from this noisy signal will have a slight randomness that should (on average) get worse with an increased variance (noise amplitude) but better with an increased sample size (higher sampling rate)." ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Using the \"controller\" interface to change optimiser settings" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the examples above we ran the optimisation using [`pints.optimise`](https://pints.readthedocs.io/en/stable/optimisers/running.html#pints.optimise).\n", + "This is OK for small problems, but for many applications we prefer the extra control offered by the [`OptimisationController`](https://pints.readthedocs.io/en/stable/optimisers/running.html#pints.OptimisationController) class.\n", + "\n", + "This is slightly more verbose:" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Minimising error measure\n", + "Using Exponential Natural Evolution Strategy (xNES)\n", + "Running in sequential mode.\n", + "Population size: 6\n", + "Iter. Eval. Best Current Time m:s\n", + "0 6 4.41e+07 4.41e+07 0:00.0\n", + "1 11 4.13e+07 4.13e+07 0:00.0\n", + "2 17 4.13e+07 4.39e+07 0:00.0\n", + "3 21 4.06e+07 4.06e+07 0:00.0\n", + "20 118 2.26e+07 3.19e+07 0:00.1\n", + "40 222 123752.8 726957.2 0:00.1\n", + "60 342 106313.5 107041.2 0:00.1\n", + "80 462 106213.6 106213.7 0:00.1\n", + "100 582 106213.5 106213.5 0:00.2\n", + "120 702 106213.5 106213.5 0:00.2\n", + "140 822 106213.5 106213.5 0:00.2\n", + "160 942 106213.5 106213.5 0:00.2\n", + "180 1062 106213.5 106213.5 0:00.3\n", + "200 1182 106213.5 106213.5 0:00.3\n", + "220 1302 106213.5 106213.5 0:00.3\n", + "240 1422 106213.5 106213.5 0:00.3\n", + "260 1542 106213.5 106213.5 0:00.3\n", + "280 1662 106213.5 106213.5 0:00.4\n", + "300 1782 106213.5 106213.5 0:00.4\n", + "320 1902 106213.5 106213.5 0:00.4\n", + "340 2022 106213.5 106213.5 0:00.4\n", + "355 2106 106213.5 106213.5 0:00.5\n", + "Halting: No significant change for 200 iterations.\n" + ] + } + ], + "source": [ + "opt = pints.OptimisationController(error, x0, boundaries=boundaries, method=pints.XNES)\n", + "found_parameters, found_value = opt.run()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "but much more flexible. For example, we can change the stopping criteria to make it halt quicker:" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Minimising error measure\n", + "Using Exponential Natural Evolution Strategy (xNES)\n", + "Running in sequential mode.\n", + "Population size: 6\n", + "Iter. Eval. Best Current Time m:s\n", + "0 6 4.02e+07 4.02e+07 0:00.0\n", + "1 12 4.02e+07 4.15e+07 0:00.0\n", + "2 16 4.02e+07 4.98e+07 0:00.0\n", + "3 22 4e+07 4e+07 0:00.0\n", + "20 121 3.69e+07 3.69e+07 0:00.0\n", + "40 233 1.12e+07 1.12e+07 0:00.1\n", + "60 353 2079485 2079485 0:00.1\n", + "80 473 106268.8 106268.8 0:00.1\n", + "100 593 106214.1 106214.1 0:00.1\n", + "120 713 106213.5 106213.5 0:00.2\n", + "140 833 106213.5 106213.5 0:00.2\n", + "160 953 106213.5 106213.5 0:00.2\n", + "180 1073 106213.5 106213.5 0:00.2\n", + "200 1193 106213.5 106213.5 0:00.3\n", + "220 1313 106213.5 106213.5 0:00.3\n", + "239 1421 106213.5 106213.5 0:00.3\n", + "Halting: No significant change for 50 iterations.\n" + ] + } + ], + "source": [ + "opt = pints.OptimisationController(error, x0, boundaries=boundaries, method=pints.XNES)\n", + "opt.set_max_unchanged_iterations(50)\n", + "found_parameters, found_value = opt.run()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The controller handles\n", + "\n", + "- logging to screen or disk\n", + "- parallelisation\n", + "- stopping criteria (*although optimisers may also tell the controller to stop, for example if they can detect they are stuck)\n", + "\n", + "For example, we can tweak the logging output with:" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Minimising error measure\n", + "Using Exponential Natural Evolution Strategy (xNES)\n", + "Running in sequential mode.\n", + "Population size: 6\n", + "Iter. Eval. Best Current Time m:s\n", + "0 6 4.1e+07 4.1e+07 0:00.0\n", + "1 11 4.1e+07 4.7e+07 0:00.0\n", + "2 16 2.8e+07 2.8e+07 0:00.0\n", + "3 18 2.8e+07 4.08e+07 0:00.0\n", + "4 22 2.8e+07 4.26e+07 0:00.0\n", + "5 28 2.8e+07 3.37e+07 0:00.0\n", + "100 575 106213.5 106213.5 0:00.1\n", + "200 1175 106213.5 106213.5 0:00.3\n", + "300 1775 106213.5 106213.5 0:00.4\n", + "372 2201 106213.5 106213.5 0:00.4\n", + "Halting: No significant change for 200 iterations.\n" + ] + } + ], + "source": [ + "opt = pints.OptimisationController(error, x0, boundaries=boundaries, method=pints.XNES)\n", + "opt.set_log_interval(100, warm_up=5)\n", + "found_parameters, found_value = opt.run()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This shows the first 5 iterations (the \"warm up\") but then logs only every 100th iteration." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, we can ask the controller for a reference to the optimiser object, and use that to configure optimiser-specific settings.\n", + "In our example, we set a property of [XNES](https://pints.readthedocs.io/en/stable/optimisers/xnes.html):" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Minimising error measure\n", + "Using Exponential Natural Evolution Strategy (xNES)\n", + "Running in sequential mode.\n", + "Population size: 12\n", + "Iter. Eval. Best Current Time m:s\n", + "0 12 4.13e+07 4.13e+07 0:00.0\n", + "1 22 4.13e+07 5.89e+07 0:00.0\n", + "2 33 3.9e+07 3.9e+07 0:00.0\n", + "3 45 3.77e+07 3.77e+07 0:00.0\n", + "20 220 3366746 7332317 0:00.1\n", + "40 460 106261.1 106411.3 0:00.1\n", + "60 700 106213.5 106213.5 0:00.2\n", + "80 940 106213.5 106213.5 0:00.2\n", + "100 1180 106213.5 106213.5 0:00.3\n", + "120 1420 106213.5 106213.5 0:00.3\n", + "140 1660 106213.5 106213.5 0:00.4\n", + "160 1900 106213.5 106213.5 0:00.4\n", + "180 2140 106213.5 106213.5 0:00.4\n", + "200 2380 106213.5 106213.5 0:00.5\n", + "220 2620 106213.5 106213.5 0:00.5\n", + "240 2860 106213.5 106213.5 0:00.6\n", + "260 3100 106213.5 106213.5 0:00.6\n", + "280 3340 106213.5 106213.5 0:00.6\n", + "300 3580 106213.5 106213.5 0:00.7\n", + "320 3820 106213.5 106213.5 0:00.7\n", + "331 3940 106213.5 106213.5 0:00.7\n", + "Halting: No significant change for 200 iterations.\n" + ] + } + ], + "source": [ + "opt = pints.OptimisationController(error, x0, boundaries=boundaries, method=pints.XNES)\n", + "opt.optimiser().set_population_size(12)\n", + "found_parameters, found_value = opt.run()" + ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, diff --git a/examples/optimisation/nelder-mead.ipynb b/examples/optimisation/nelder-mead.ipynb index d20f90e3d..b48e0bfc1 100644 --- a/examples/optimisation/nelder-mead.ipynb +++ b/examples/optimisation/nelder-mead.ipynb @@ -8,7 +8,7 @@ "\n", "This example shows you how to run a local optimisation with the [Nelder-Mead](http://pints.readthedocs.io/en/latest/optimisers/nelder_mead.html) downhill simplex method.\n", "\n", - "The [Nelder-Mead method](https://en.wikipedia.org/wiki/Nelder–Mead_method) is a classical (deterministic) derivative-free optimisation method. It can be very fast if started near the true solution, but can easily get stuck on difficult problems. Nelder-Mead is essentially sequential in nature and can not easily be parallelised." + "The [Nelder-Mead method](https://en.wikipedia.org/wiki/Nelder–Mead_method) is a classical (deterministic) derivative-free optimisation method. It can be very fast if started near the true solution, but can easily get stuck on difficult problems. Nelder-Mead is essentially sequential in nature and cannot easily be parallelised." ] }, { @@ -64,7 +64,8 @@ "\n", "# Pick starting point\n", "x0 = [-0.75, 3.5]\n", - "x, fx = pints.optimise(f, x0, method=pints.NelderMead)\n", + "opt = pints.OptimisationController(f, x0, method=pints.NelderMead)\n", + "x, fx = opt.run()\n", "\n", "print('Found: ' + str(x))" ] @@ -73,7 +74,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We can use the ask-and-tell interface to visualise its progress through the search-space:" + "For a new run of the algorithm, we can use the ask-and-tell interface to visualise its progress through the search-space:" ] }, { @@ -83,14 +84,12 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -135,7 +134,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, diff --git a/examples/optimisation/pso.ipynb b/examples/optimisation/pso.ipynb index 7b5c7cd03..eb673bfd6 100644 --- a/examples/optimisation/pso.ipynb +++ b/examples/optimisation/pso.ipynb @@ -25,40 +25,44 @@ "Running in sequential mode.\n", "Population size: 6\n", "Iter. Eval. Best Current Time m:s\n", - "0 11 4e+07 4e+07 0:00.0\n", - "1 22 2.4e+07 2.4e+07 0:00.0\n", - "2 33 1.4e+07 1.4e+07 0:00.0\n", - "3 44 1.4e+07 1.4e+07 0:00.0\n", - "20 231 697707.2 697707.2 0:00.0\n", - "40 451 116012.9 116012.9 0:00.0\n", - "60 671 116012.9 116012.9 0:00.0\n", - "80 891 116012.9 116012.9 0:00.1\n", - "100 1111 116012.9 116012.9 0:00.1\n", - "120 1331 116012.9 116012.9 0:00.1\n", - "140 1551 116012.9 116012.9 0:00.1\n", - "160 1771 116012.9 116012.9 0:00.1\n", - "180 1991 116012.9 116012.9 0:00.1\n", - "200 2211 116012.9 116012.9 0:00.1\n", - "220 2431 116012.9 116012.9 0:00.1\n", - "228 2508 116012.9 116012.9 0:00.1\n", + "0 6 4.35e+07 4.35e+07 0:00.0\n", + "1 12 2.65e+07 2.65e+07 0:00.0\n", + "2 18 2.65e+07 2.65e+07 0:00.0\n", + "3 21 1.66e+07 1.66e+07 0:00.0\n", + "20 94 4402390 4402390 0:00.0\n", + "40 205 167172.3 167172.3 0:00.0\n", + "60 315 167172.3 167172.3 0:00.1\n", + "80 421 167172.3 167172.3 0:00.1\n", + "100 532 167172.3 167172.3 0:00.1\n", + "120 642 167172.3 167172.3 0:00.1\n", + "140 759 144193.4 144193.4 0:00.1\n", + "160 875 108336.8 108336.8 0:00.2\n", + "180 994 108336.8 108336.8 0:00.2\n", + "200 1110 108336.8 108336.8 0:00.2\n", + "220 1226 108336.8 108336.8 0:00.2\n", + "240 1340 108336.8 108336.8 0:00.2\n", + "260 1457 108336.8 108336.8 0:00.3\n", + "280 1568 108336.8 108336.8 0:00.3\n", + "300 1680 108336.8 108336.8 0:00.3\n", + "320 1796 108336.8 108336.8 0:00.3\n", + "340 1913 108336.8 108336.8 0:00.3\n", + "348 1953 108336.8 108336.8 0:00.4\n", "Halting: No significant change for 200 iterations.\n", "Score at true solution: \n", - "104011.91322907741\n", + "103885.64859242016\n", "Found solution: True parameters:\n", - " 1.49780422730576360e-02 1.49999999999999994e-02\n", - " 4.94575101176419821e+02 5.00000000000000000e+02\n" + " 1.49936953357449297e-02 1.49999999999999994e-02\n", + " 5.03319846515666484e+02 5.00000000000000000e+02\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -90,12 +94,13 @@ "\n", "# Perform an optimization with boundaries and hints\n", "x0 = [0, 700]\n", - "found_parameters, found_value = pints.optimise(\n", + "opt = pints.OptimisationController(\n", " score,\n", " x0,\n", " boundaries=boundaries,\n", " method=pints.PSO,\n", - " )\n", + ")\n", + "found_parameters, found_value = opt.run()\n", "\n", "# Show score of true solution\n", "print('Score at true solution: ')\n", @@ -119,7 +124,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -133,7 +138,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.11.6" } }, "nbformat": 4, diff --git a/examples/optimisation/snes.ipynb b/examples/optimisation/snes.ipynb index 177974060..e491ad0f3 100644 --- a/examples/optimisation/snes.ipynb +++ b/examples/optimisation/snes.ipynb @@ -25,51 +25,49 @@ "Running in sequential mode.\n", "Population size: 6\n", "Iter. Eval. Best Current Time m:s\n", - "0 6 649025 649025 0:00.0\n", - "1 12 649025 5100664 0:00.0\n", - "2 18 649025 8272897 0:00.0\n", - "3 24 649025 941819.6 0:00.0\n", - "20 126 365847.3 4296584 0:00.0\n", - "40 246 212134.4 1210845 0:00.0\n", - "60 366 100512.2 230519.1 0:00.0\n", - "80 486 100512.2 249327.1 0:00.0\n", - "100 606 98990.19 99775.47 0:00.0\n", - "120 726 98797.5 98800.11 0:00.0\n", - "140 846 98796.14 98796.14 0:00.0\n", - "160 966 98796.13 98796.13 0:00.1\n", - "180 1086 98796.13 98796.13 0:00.1\n", - "200 1206 98796.13 98796.13 0:00.1\n", - "220 1326 98796.13 98796.13 0:00.1\n", - "240 1446 98796.13 98796.13 0:00.1\n", - "260 1566 98796.13 98796.13 0:00.1\n", - "280 1686 98796.13 98796.13 0:00.1\n", - "300 1806 98796.13 98796.13 0:00.1\n", - "320 1926 98796.13 98796.13 0:00.1\n", - "340 2046 98796.13 98796.13 0:00.1\n", - "360 2166 98796.13 98796.13 0:00.1\n", - "380 2286 98796.13 98796.13 0:00.1\n", - "400 2406 98796.13 98796.13 0:00.1\n", - "420 2526 98796.13 98796.13 0:00.1\n", - "440 2646 98796.13 98796.13 0:00.1\n", - "445 2670 98796.13 98796.13 0:00.1\n", + "0 1 1.14e+08 1.14e+08 0:00.0\n", + "1 6 945934.8 945934.8 0:00.0\n", + "2 10 724056.1 724056.1 0:00.0\n", + "3 15 724056.1 1283742 0:00.0\n", + "20 110 102587.7 121393.1 0:00.0\n", + "40 230 95301.75 95339.3 0:00.0\n", + "60 350 95297.52 95297.92 0:00.1\n", + "80 470 95297.52 95297.53 0:00.1\n", + "100 590 95297.52 95297.52 0:00.1\n", + "120 710 95297.52 95297.52 0:00.1\n", + "140 830 95297.52 95297.52 0:00.1\n", + "160 950 95297.52 95297.52 0:00.1\n", + "180 1070 95297.52 95297.52 0:00.1\n", + "200 1190 95297.52 95297.52 0:00.2\n", + "220 1310 95297.52 95297.52 0:00.2\n", + "240 1430 95297.52 95297.52 0:00.2\n", + "260 1550 95297.52 95297.52 0:00.2\n", + "280 1670 95297.52 95297.52 0:00.2\n", + "300 1790 95297.52 95297.52 0:00.3\n", + "320 1910 95297.52 95297.52 0:00.3\n", + "340 2030 95297.52 95297.52 0:00.3\n", + "360 2150 95297.52 95297.52 0:00.3\n", + "380 2270 95297.52 95297.52 0:00.3\n", + "400 2390 95297.52 95297.52 0:00.3\n", + "420 2510 95297.52 95297.52 0:00.4\n", + "440 2630 95297.52 95297.52 0:00.4\n", + "442 2636 95297.52 95297.52 0:00.4\n", "Halting: No significant change for 200 iterations.\n", "Score at true solution: \n", - "99118.9703519325\n", + "95353.99118535094\n", "Found solution: True parameters:\n", - " 1.50087644813135315e-02 1.49999999999999994e-02\n", - " 5.00673872447571341e+02 5.00000000000000000e+02\n" + " 1.49934217855240744e-02 1.49999999999999994e-02\n", + " 5.00353496531652524e+02 5.00000000000000000e+02\n" ] }, { "data": { - "image/png": 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\n", 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Novj8jrwJAg9+udanvstPH0fBzI6/HiKX24PNavET7OQLDPxkZTKdbu8g4pW7jnJek2jvsbUnurJmrNrLgNbxNIwJ85lGPuHHzTSJrUafFnEE5Qt2MrLdPsFaSobT2+6MbDf/W72XPi1ifQZm52ZPElMzSUzJJNNP0PLQl2t56bqO5I+rsl0e7PmySsXpZsqVf+zSyeTvxsr1j2nLmHBlW1yews+X6fSQke1m3p8HCx3bdSTd535iSiaDX1lAv5Zx3oxdcexJzsDq5/dZP/rUk0rKioIdKVVJSUl8+OGH7N271ydgEZHy9/7iHSzYeogFWw95g531e/PGauQGO5/+kTO1/I8dRxj+9hJqhAbx3+s7Fes5jhz3XfnX35CPf369juevaV8oc3Q8y03y8WxqnBjjUVCGn+6igrYfOs7AKfO5pnMdWtaK8Dm2ZncKfVrE+ZS1f3Jmked67ufN3nE6w84tHBwCrNlz1G9m53+r9zGiRwOfrrSW//6ZOjXyZoX95ifAOJlsl4dv1+wjLMjKh0t2+g02D/sJdiDnmvuT6XRzx0crWOxn5ePv8wWBAP/6Zj2HjmUz/cRYqeLauC+VhwoEyl3q1/CO8wqEgHZjjR8/3rvibe5P/nVSTNNk/PjxJCQkEBISQq9evdiwYYPPObKyshg9ejQxMTGEhYVx2WWXsWfPnoJPJeUkLi6OSZMm8dZbb1GjRo1AN0fkrOF0e3j4y7X8b/Veb1l6lu+Hcka2m8Gv5E1IyO3OceT7EFq07TA/rNtf7P2RCm5zcDAti0FT5rMvJS+L/PnyPWS53Mze5Ltw3ku/bqXj07No8MgPPuN3vO0tRrCT68sVhd/3c2cq5c9K+JtRluuL5Xkf6rkBYEH7j2b4HbMDcNVri3zG5Lg9JjsPp/utWxzN/vUT475Yw50fr2TRtsN+B2B/vrxkgciT321k3hb/QdeSAgFQwd9XceUGjPn985KWhSuWo4CP2WndujX79+/3/qxblxeNPv/880yePJlXX32VZcuWER8fT//+/UlLyxu4NWbMGL7++mumT5/OwoULOXbsGIMHDy40M0fKh2maHDx4kOHDhwe6KSJnlRkr9/DZ8t3cN321tyz/N+lMp9tnsDDgXS3X3zfupLTCXd75HUzL4tU5W5n00+ZCxzYnpjHuC9/BqZN+2synf5TsgzmzhBtS5o77yZXbxVPcLpjjxXi+bLfnpLOxjqaX79IW/rqxTteWA8dK7VwFBdtOb5240hLwbiybzeaTzcllmiZTpkzhscce805xfv/994mLi+OTTz7h9ttvJyUlhXfffZcPP/yQfv36AfDRRx9Rt25dZs+ezcCBgVn8T0TkdCSlZYIJsRHBJX9sauEBofkH5v6ZmFboQ/9/q/cyqE2832Bnf8rJg52CgdOpTP19R4nqQ+HMzqlmjBfc6iB3PE5qRultspnl9PjtqsuVXihgMrFgYsGDBRMj3+2c+3m38983MMntEDNOPKOBmW9ok1ngmG+93DLv4wq02u/jjptEG/4fl9c5l68tftpX8Jy5qh8Jh4gWUC226ItXhgIe7GzdupWEhAQcDgddu3ZlwoQJNGrUiO3bt5OYmMiAAQO8dR0OBz179mTRokXcfvvtrFixAqfT6VMnISGBNm3asGjRoiKDndwVeHOlphY9VVBEpDw43R7OffZXADY/PchnplJKhpON+1Lp2jDKZwXj3UfSiY1w+KxFk1/+wbEOu/+A5or//u53dfbEUwQ7ZcWOixAyCSML65G/aGXsIAgXQThplR5MiOWI977DcBKECwcn/jWyvceCcFHzoBX+F8O9qbvw2F1YcWPDc+JfN1Y82HBjM3zv5/17or6RU2bBJHSxBQMPNzlc/oOXHR4sjhPBixG4RfQqnC+BwVOgS2DGcgY02OnatSsffPABzZo148CBAzzzzDP06NGDDRs2eNdRiYvzHVwWFxfHzp05S30nJiYSFBRUaGxIXFxcoXVY8ps4caLPnkkiIuXN4zHJcLp5Z8F22tSOoHP9vPexA6mZPjNXrn1jEVsOHOP5q9sx5Jy6QM5qwde+sZjB7Wrx6vBOfrMN+TM2x7OK7qLxNzbG3+q6RTHwEE4GEUY6ERz3+Tcy3/1wI4NQMgkjkxAji1CyCCGLMCPTe9tu5GvLLOiVfzmYZMD/WGb/soBVcClAafWinEiOhZ7egvYn5TENPPnyKeaJHAnkDfzOn/PJLbNYcrZ/yJ+/sVksuDzmSR9nYhARbCfT5ck3Fd0gNMjK8WyPt27e44puSy7TNAo9DqBOVChWR/jpXJZSEdBg56KLLvLebtu2Ld27d6dx48a8//77dOvWDcDvVgan2jbhVHUeffRRxo4d672fmppK3bp1T+cliIiU2PIdR/jH1GXeway1q4cw464e3uNH053Uz5tl7R1L8c3qvd5gJ3eszPdr9/PqcN+1Y3LfA/NPxS44kPhULHioyVESjMPUNI4SbaQSTSrRRioxRgrRpBJlpBFtpBBFGtZSzmJkm1ayLMGke+xkm3ayseE07GSadrKwk23ayObEbWzeOlkE5dzHjtO04saKCwturDjJd9/MK8/J+VjyHbfiNi3echdWTAzcWOjfqhYHjmWzYlcKnhOdTh4MTDPvtudEvscEbx3zRLm3PgXr5wU2JTX/wd5c+H+/+ZT1bRHLrydZbwfgs9u60bVRNJ8u3sG//5c3+Wf8gFZ0bRTNRS8tOK325KobFcL+o5lEVwti0b19fRdCKmcB78bKLywsjLZt27J161bvonGJiYnUqpW3wVhSUpI32xMfH092djbJyck+2Z2kpCR69OhBURwOBw5HyVaPFBEpLde84bsm1N6jGT6zn/Lvd5Rf/jEr+aeQFzzmdJsE2Qzvir9QeNyKg2zqGUk0MBKpZyQRbxyhlnGYWif+jeUoNqNkG1VmmnZSCSPVDCWVUFLMMJ/7aWYoxwnGbQsl2WknAwfHzWDScZCBg3TTQTo5911n8PF0YbOazC9ixhHA4Ha1Ck2zLq4/N4DVEoTbPP01Y9rUjmDnofSTrqZcEvk3Kc2V6XLz8rCO3PvpqiIfl5v5Cw3yvdbhwXa/m4o6bBbeuLGzd4+x23s24s15fxd5/k71avDkPa0x8A28A6FCBTtZWVls2rSJCy64gIYNGxIfH8+sWbPo2LEjANnZ2cybN4/nnnsOgM6dO2O325k1axZDhgwBYP/+/axfv57nn38+YK+jouvVqxcdOnRgypQpgW6KyFmnqA/h/AvVHUrzP8Nm8d+HcXtMnG6Pz2aUpmlyMN82AX1emMu/LmmFy+2hNgdpZtlD1tw5TLRto4FxgPqWRBIM//tI5ecyLSQSxUGzOofMSA6b4RwmgsNmJIfMCO/tw2Y4qYSRVcw+pus61eWnEq7dcjKD29Vi+Y5kElNzxhn5Wwn4qk61mbEyZ1r+k5e1Pu1gB/LWJzqZfi3jipy6HRFsx2G3UHCR4YhgG3f1buJ3hluNUDvJ6UVn5+7t25Qdh47z7Zp9ANSLCuWy9gk0iA7lsld/9/uY3LFeYUG+fXxOt8dnzFiuS9rVolvDvJSj48Q+WEXNCOvTIpbqoSXpdyw7AQ12xo0bx6WXXkq9evVISkrimWeeITU1lREjRmAYBmPGjGHChAk0bdqUpk2bMmHCBEJDQ73TmiMjIxk1ahQPPPAA0dHRREVFMW7cONq2beudnXU2u/nmm3n//fcLlS9dutRnE80GDRowZswYxowZU46tEzn7HDqWxU3v/eH32KApeV0GW5PSeH3uNvq0iKV5vO84h69X7aVZnO+y+5N+2sxXS/+ik7GDNpbttEjbTc3Pd9PHvo9/BB/PqXSUQu/4nqBwNmRGs8uMZZ8Zw34zmv1mFPvNaPaZ0RwiEk8ZrFCyJzmD6qF2jp7kw7sow86tW2gK+3Xn1OPV4Z248d2lLNh6iBu61WfRtrw1Y+7t25Q7ezZmSJe6eDwm0dXKPrMfU63oD/nwYJvfQeWhQTbu6NnYb7ATHxly0mBnbP+cTZ6v71qPz5bv5sGBLQD8Dj7PlZvZCSuQxenbMo7QoMKPiwi2+4wDs1gMvr3nPEZNW86fBfbyeu/mLvRqFpiZV/4ENNjZs2cPw4YN49ChQ9SsWZNu3bqxZMkS6tevD8BDDz1ERkYGd911F8nJyXTt2pWZM2cSHp73x//iiy9is9kYMmQIGRkZ9O3bl2nTpnl37D7bDRo0qNB2CTVr1tT1EQmABz5fc+pK4N0R+6Vft7D56Yt8jv2ZmMqDX6yimbGX9pZtdDC20X7JNh507Crc7eQGp2llm5nAFrMOf5u12OGJZ6cZx4cPXofbEcWlT88q0WsY3rUenyz1v+BecR06llWi0SlPXd6aXs1iqRcdytH07ELBTu7g7rdv6sL2Q8dpUSBAzA0EujWKprw0qll0N1dEsJ29RzMKlZ+sp8duLd4V69oomq75Xme14LyP+Uva1uKHdXkZrdzFJPNncRY/2oea4Q6fLtBcMdWCfLqjbBaDOjVCub5bPe+Yn4hgG0v/2Y8QP8FSIAU02Jk+ffpJjxuGwfjx4xk/fnyRdYKDg3nllVcK7eYtORwOR6F1jPJ3Y/Xq1YudO3dy//33c//99wMU2ixURM7Mn4lppGY62ZxYsmUuMp0eGjzyAwYemht76G7ZwPkr/uRuxwaqG8cL1U8yq7PG04jNZj22eOqw2azHDjMep5+3+qCIWJ9BzfkV/FDMr0fjaC5pW4vr31laoteS378uacXoT1d677epHcH6vUVfm8gQu3dcSkSw3ScrNLpPE+8Ha7DdWmjLiKL8+kBP+r4wz++xTvWqc1GbWry7cDtDz6nLS79uLVTnjp6NeW/hdt66qTM3nxjDkt95TWKKfO7wYDuNa4ax7eBxn/FDJ5tY07NZTfYdzaBt7cgSbTuRP2vTqGYYH4w815tdzA128u8cHxues8aTxU/kFRFi97mfu+npnuS8wC0101XhAh2oYGN2KgXTBOfpL/99RuyhfjfLOxMzZsygffv23Hbbbdx6662lem6Rs9n2Q8f5af1+RnRvwMAp8wH/KxUXJZoUelnW0Nu6ih6WDUQZJ1a39QAGHDODWetpxBqzMas9jVnjaUwiURR3Ro/daninCRfkb7xGrhqhQSX6MFvyaF+6TfzVe//70efTpnakzwf7JW0TThrsuPItFmixGHx3z/ms3JXMwNbxRbb1/65px4NfrmXSVW39Hve3A3d0WBB9WsQy6ep2WC0Gt1zQkJQMZ6FgZ9i5dXnkohaM7d/M7+/0yo61iQ4ruqssPNjG89e044/tyYw8v0Gh8UPt61Znze6jPoFQVFgQix7pi91qsO3gcfpNzgnUYk7RJReWb/BxlsuDLV8Qk9uV1qVBDdrWjqRVrYiTDiQOD/YNGXLXrDy3QRRvzS96oHJFoGCnpJzpMCEhMM/9z30QVLIZAN9//z3VquX9Ueef7g85O4pbrVbCw8P9rmQtIqdnwIvzcLpNdh/J+9Z78l2vTZoZe+hvWUFf60o6GNt8FqU7bjpY5mnBEk9LFntasd5siPsMFo/J2Y/Q/7FgPwsQ5kqoHlKiLRHiI4P55u7zuPOjFXRtGEXrhMKZF38Zphbx4WxOzBkHEhvh+4FeNyqUulGFZyDld22XugxoFU9kqL3IOpe1T+DbNfuoUyOE2y5sxNBz6vqMpTEMw+8A2wlX5gRQRQWvjw9uddIuqYgQO53rR9G5fpTf4++O6MJP6xO5okOCN9gJsVu9z9ckthpf39WD53/+k38NPvmeU/mDlyyn2ycWzj2fw2blu9Hnn/Q8AG0SIgucO+fxfVpUnLE5RVGwU8X17t2b119/3Xs/LCyMYcOGBbBFIlVXWqaTKbO3cln7BO/WBafaTLGBsZ9LLYu51LqYZpa9PsfWeRowx9OJee52rDUbndF07JJw2KxFrtNSKzKY+lGhXNEhgebxETz3c85g2qn/OMc7JbmgDnWrs/jRvj5l+WMBi5+oy+UxeX/kuWzYl8L5J+kSOpmTBToAE65qywVNY+jfKq5Es4ZOtdZbaJCVYLuVoV3q8pmfjToLZkjyzpvzb0w1Bzd2yxm7eusFDfn9r8Nc1sH3S3bHejX49LZuxW4z4DODD4qfaWxcM4zHB7eiaZzvWKjIE91a/rq8KhoFOyVlD83JsATquUsoLCyMJk2alEFjRKSgF2dt5b3ft/Puwu3esmOZhddSieA4V1gXco11Pu0seXWzTBvzPe3YEXUB7xxoygH8f/Mva3ERDu7r15Qx01cVGh+S22005bqcJUEiQmys2X2Unk1rnvbzDT+3HvO3HOTS9gn88+uczaDdHpOezWrSs9npn/dUqjlsXNvl1AvKfnJrV4a/XfQYpdljL2TxtsM8fmKQbu5YmOeuacf+1MxCyw1EnCLYye+xS1qdsn3Fle3yYOQLM4u79k3z+HB6Nc/L3oy/tBWL/z7MZe0D1MtxGhTslJRhlLgrqaILCgrSLvEipWBrUlqhsrytGEzOMf7kOtscLrEsJdjIGWDrwsJCd1u+c3dnpqcLnZrVZ9o/zuHZR3885fO9O6ILo95f7vfYuQ2i+GPHqdfSyVW7eoh3hlD96FAiQ+y8NKwj7cbPBHLWebmpe4NCj7u+a32u71q/2M+Ta/LQDox47w8eH9yKyFC7N0uRP9ipKHo0jmHHpEuYs/kADaILv/83iQ2nSWw4WS4P1UODfDI//rI4IUFFBDunuYJycWW5PLSvG4nDZjllN2B+dWr41r35vIbcfF5Dn7Igq4VsP+sbVRQKdoQGDRowf/58rrvuOhwOBzExp5cyFqmKjme5uOaNxVzYNIZHL/Y/PsLp9mAxDL9rpzjI5nLr74yy/kRzyx5v+SZPXaa7+3Cw/iX8+Hde9ufCZjVP2U2SW6+Vn/Ev1UPtPDKoBceyXEUGO1/fVXiF+fyDjjvWy5nKXS3I5v0QW/xo35MOXC6pns1qFtrwNL+KFOzk6tMi7qTHb7mgUaEyf1mc4k4jL23R1YIIDbKx5okBPgOVi/LxLV35dvU+Rvc5de9AeLCNw0UsLlgRKNgRnnrqKW6//XYaN25MVlaWpp5Lleb2mBzPdhERfPLxHLm+XLGHTftT2bQ/lUcvbonL7eF/q3MGtXZtFE2Wy02/yfOIDnNQp0aI93E1SOUG62xuss2kppEz0+i46eA7d3emu/uw2mzMIxe1JO1AGpAzVuerO7vT6USg8a9LWvLH9iNc0Kwmj3+zvlC7QuwWQu2F38LnjutF9dAgPlyy01vmsFm84zUGtY73BjP52SwGP4+5gIxsN3ERedOPlz/eD9Nz8hlauRrGhLH9UOEp8UU52TldnoqbJSiJcD//z4p63R3rVS+TNrw7ogtfrtjD/f2anfT5CzqvScxJp9Dn9+aNnbnlg+X8qxS73UqTgp0qbNq0aX7L586d63O/W7durFlTvMXORCq7YW8v4Y/tR1j0SB8Sqoecsv6xfPsXuT0mTR77yXt/x6RLWL83ld1HMth9JIPVu49Sg1Rus/3ACOtMQo2c/QD2mtFMdQ3iM3dv0sjrEqgVGczuI3lLWdSPDvNmdW65oBG3XNCIFTv9Z2dC7Fa/U8Bzg7jgfINPh3etx9TfdwCwO9n/0hkWw6BFfOFMUXGDQsjJGG1OTOPGd5d6B2ifroqY2TkdtSKDvbev7lSHvUfTaV+nuk+dmfdfyFcr93Bnz8Zl0oa+LePo2/LkWakz1aVBFKse71+srGQgKNgRkbPKH9tzgof7P1vNnuQMXh7Wwe8U4A+X7GRLYho18s3oOXzMdzOjLJeblIyc1H0Ex7jF9iMjrT9TzcjZo2mdpwFvuwbzo+dcvzOpIoLtPjORwvyM5ehcP4rxl7bCY8JT32/0lgfnm4qcq15UqHdmjCPft/f6+cZn5F8ALj9LKewKUT00iG6NoqkeGsTBghs/lVBVCXaGnVuP3/86zAVNYxjRo4HfOs3iwnn0opNPIa8MKmqgAwp2ROQstfRE0HPz1GWsGz/Q55hpmt6uo9ytCAB+3pDoU6/Vv3/hnDphjLL+yL22GUQaOVmT9Z4GTHZdwxxPR/wt8vfoRS3YcTidns1qMiff9O6i1re5+byGHMty+QQ7uZ8rLWtFsGl/KrPHXugz6NSRLxCyWS10qV+D5TuTGdDK/zd8a2lEOye8c1MXHvhiDf+8uMVpn8NVRYKdYLuVd0Z0CXQzznoKdkTkrOFvPFp6duGZiLvydS2t2JnsvZ27/8+Js3Ehq/hX4kc0tucs/LbZU5cXXdfwi6cLJ1vJ+ObzGvgdzHyyb8bVCmzW2OzEmidf3NGdjGw3NcN9F97LH+zYrQbvnFio7pJ2tfyev1FM6c0ybV+3OrPH9jyjc1SVzI5UDAp2ROSs4S+wKbh67+4j6fT8v7knPU894wBP2abRy5oz1u2gGcF/XEP5wt2zWLuEB1lPL4sytn8zft10gPv7N6N745zNHqs5bIUCIcAnmLJZLFQPDWLYufUK1fv01m58vnw3jw+uWANLq0pmRyoGBTvFpBlKZwf9nqu241mFF/gr+Cv/KN8spoKsuBlp/Ymxti8JMbLJNq28576IV11XcIzir1uSP4NjUvz/c/f2bcq9fZsWq64jX5dYfL5BsgV1bxztDZwqEn+7boucLgU7p2C35wxOTE9PJyTk1DM3pHJLT8/pvsj9vUvVkuYn2Mkvy+X27sdUUEtjJ8/b36StZQcAi9yt+KdrFDtM/91CxdXEz4aUpSF/4N7Jz1TziuquXo15be42nrisdaCbIlWIgp1TsFqtVK9enaSknEGEoaGhFXrEuZwe0zRJT08nKSmJ6tWrY7WW3uJpUnH4y+xAzu/fMAwe+Wod8wos7W/g4Rbrjzxo+4wgw02KGcozrhv4wt2T4u4wnl/B7Q+u71afQ8eyubCUt0VoX6c6/VrG0qZ2ZIl2KQ+0Bwc256buDU6ajRIpKQU7xZC7G3huwCNVV/Xq1bX7exXmb58qgBkr93J15zp8vcp3I844jjDZ/jrnWXMGJs90d+Yx5ygOUv202zC+QMbCbrUwbmDz0z5fUWxWC++MOKfUz1vWDMNQoCOlTsFOMRiGQa1atYiNjcXpdAa6OVJG7Ha7MjpVTLbLQ3J6tndF4KK6sf479y+u7lzHp6y3ZRUv2l+junGcTByMd97IdHdvwKB9nUjW7Ekp8nlbxIez60i63wHRjmLuNC0ipUfBTglYrVZ9GIpUIle9/jvr96by030X0LJWRJHdWEfT877EGHi4zzaDMbYZAByJbMXk8IeY/leQt877I89l9e6jjPtiDYeO+e4H9P3o82lVKwK3aXLoWBbvLtjO16v2evcNUrAjUv70VyciVdb6vTl7Un2zOqd76liRwU7eKsjv2v/jDXQ45xaiRs8jrVoDn/rVQ4Po1TzWZ/VjgHMbRtGmdiQWi4HdaqFWZAj/GtyKGfk23iy46rGIlD391YlIlZc7MamoYMdjAof+4tugx+ljXU2maedwv5fgkhfAFoS9iHVx7jmxG3StyGD6t4pj8pD2futFheVlhUpz53ARKR51Y4lIlZeenRPkFDVA+RxjM+6376KB5Sh7zBim1nmGx88fdsrz3titPp3r16BpbPhJMzbhwXa+u+d8bFajyMBJRMqOgh0RqfI+WrKLL1fsIdPpKXTsUssi/mN/A2uWi1WeJtyS/QAfXHKxT52i1po0DIPWCZHFakPbOsWrJyKlT8GOiJwV/AU6t1h/4F/2jwH42X0OY5x3kYmDkJN0Nb1xQ6cya6OIlA0FOyJyFjIZY/vKOxD5HddFTHBd793X6mSL8A1qc2YrJotI+VOwIyJnGZNHbZ9wu+0HAJ53DuU19+U+NU6W2RGRykcj5USk0lq/N4VLX1nIwq2HilXfwMPTtqneQGe886ZCgQ4UnjHVPL5s9q8SkfKhYEdEKq2R05axbm8KN7y7tNAxd6Fds03G297nRttsPKbBw85bmeYexLBz6xV6bMGF/0b0aMA9vZvw1Z3dS7P5IlJOFOyISKWVlJblvb1+r+/2DU53/gHJJg/bpjPCNguPaTDOeTufuXsDMKZfU+Ij8vZimj22Z6HNfh02K+MGNqdz/ajSfxEiUuYU7IhIlTD4lYU+9135Mjt3W//HnbbvAHjMNZIZngu9x+xWC83jw733G8WElXFLRaS8KdgRkSrJ6crJ7Iyw/sKD9s8BeNp5PZ+6+/rUs1kNMpx5G3ZaLL5ZHRGp/BTsiEiVM3NDIh2fnsUgyx88YfsAgBedV/Ou+5JCdYNtVrKchXcnF5GqQ8GOiFQZuYOSb/twBZ2MLUyx/xeLYfK+qz8vua8CoGWtCG/9Bwc2J8hm8cnsiEjVo3V2RKTKcLo9eEyD+kYibwe9QLDhZJa7E0+6RgA53VMt48O5s1djDqZlMfK8BgA0iqnGlgPHAtdwESlTCnZEpFJavftooTKn28PWHXuYan+eaCONtZ6G3Ou8h7Z1o1hzon6QzcJl7RN8HvfU5a2pFmzjxm71y6HlIlLe1I0lIpXSFf/9vVCZ0+mkxg+30siSyB4zhlHZD5JBME9d1tpbx9+u47ERwfzn2va0r1u9LJssIgGizI6IVDrHslx+y4PmPknU0WUcNx2MzH6Qg1QHwGHPC3D8BTsiUrXpr15EKp0/E9MKlV1mWUS1FW8AMM55B1vMut5jQfkCnCCb3vZEzjb6qxeRSicxJdPnfktjJ8/Z3wLgNddl/OTpyoBWcd7j+QMcu1Xr6IicbdSNJSKVTkqG03s7guO8aZ9MiJHNfHdb/uMawn+ubU9YkJWZGw8AEFPN4a2flum/C0xEqi4FOyJS6aRm5gY7JhPs71DPcpDdnpqMdo7Gg4XLOyRgsxi8PKwjbRIifHYx35OcHphGi0jAKNgRkUon9URmZ5h1DoOtS3GaVu5xjiaFakDeIOSCU8zzHxORs4f+6kWk0knJcNLU2OPdCuL/XENYYzY56WOm3nwO3RtF88hFLcqjiSJSgSizIyKVTkb6cV61v0yw4WSeux1v+9nzqqDeLWLp3SK2HFonIhWNMjsiUqlkOt102PQfmlv2cNCM5AHnnZj53sq0CrKIFKTMjohUCr9tTmL7oeNcaF3HTbZZAIx13kmHls2YvemAt95Tl7cu6hQicpZSsCMiFV6m080/pi0jnHSuiXgMgG+DLuaJu0ZTPzqUpo/9BEBUWBCGoXV0RMSXurFEpMK7++OVADxm+4iI7APs9MTyZY1baRJbzWd2lUOrI4uIH3pnEJEKb/vh4/SyrOI621w8psE45x04wiIK1cu/no6ISC4FOyJS4RkZR5lkfweAqe5BLDNbEB5cuBdemR0R8UfvDCISMG6PyTsL/mb93pRCxxZuPcS5z85m9sYD3O78gHgjmW2eWvyfawgAEcF2b93cfbBuu7BR+TRcRCoVDVAWkYD5csVunvlhEwA7JvmulXPDu0sBeP3Dj/nK8SsAjzhvJZOcfa4i8mV2/nt9J3YcOk6T2Grl0WwRqWSU2RGRgFm/N9V7+/e/DrFg60Gf43ZcTLC/C8Cnrt4sM/NWP44Iycvs2K0WmsaFayaWiPhVYYKdiRMnYhgGY8aM8ZaZpsn48eNJSEggJCSEXr16sWHDBp/HZWVlMXr0aGJiYggLC+Oyyy5jz5495dx6ETlT17+zlBvf/YOktExv2a3WH2hu2cMhM4JJrmE+9fu1jCvvJopIJVUhgp1ly5bx1ltv0a5dO5/y559/nsmTJ/Pqq6+ybNky4uPj6d+/P2lpad46Y8aM4euvv2b69OksXLiQY8eOMXjwYNxud3m/DBEpIROzUNm5z/7Kyl3J1DMOcK9tBgBPO2/wbvIJ8M+LW9AgJqzc2ikilVvAg51jx45x/fXX8/bbb1OjRg1vuWmaTJkyhccee4yrrrqKNm3a8P7775Oens4nn3wCQEpKCu+++y4vvPAC/fr1o2PHjnz00UesW7eO2bNnF/mcWVlZpKam+vyISPkzC8c6AMxcn8gztvcINpwscLfhf57zfI4PaBVfDq0Tkaoi4MHO3XffzSWXXEK/fv18yrdv305iYiIDBgzwljkcDnr27MmiRYsAWLFiBU6n06dOQkICbdq08dbxZ+LEiURGRnp/6tatW8qvSkTORNC2n7jQuo4s086/XCMB37E41fxMOxcRKUpA3zGmT5/OypUrWbZsWaFjiYmJAMTF+fbLx8XFsXPnTm+doKAgn4xQbp3cx/vz6KOPMnbsWO/91NRUBTwi5Sw92+WnEwscZHPtodfBgLfcl7DTjKdTveo8PrgVWw8cIzXTSUw1R7m3V0Qqr4AFO7t37+a+++5j5syZBAcHF1mv4OwK0zRPOePiVHUcDgcOh94sRQLli+W7efDLtQT5WQRwlPVH6hpJ7DejeM11GQB39WpCx3o16FivRqH6IiKnErBurBUrVpCUlETnzp2x2WzYbDbmzZvHyy+/jM1m82Z0CmZokpKSvMfi4+PJzs4mOTm5yDoiUvE8+OVaALJdHp/yc6Myucf+LQATncPIIOeLkLaBEJEzEbBgp2/fvqxbt47Vq1d7f7p06cL111/P6tWradSoEfHx8cyaNcv7mOzsbObNm0ePHj0A6Ny5M3a73afO/v37Wb9+vbeOiFQed7g+IJRMlnma8a0n72842B7w4YUiUokFrBsrPDycNm3a+JSFhYURHR3tLR8zZgwTJkygadOmNG3alAkTJhAaGsrw4cMBiIyMZNSoUTzwwANER0cTFRXFuHHjaNu2baEBzyJSsXUyttAney4eDMY7R5B/ULIyOyJyJir0lIaHHnqIjIwM7rrrLpKTk+natSszZ84kPDzcW+fFF1/EZrMxZMgQMjIy6Nu3L9OmTcNq1ZujSOVh8rj9IwAWR1zEhqSGPkeV2RGRM2GYZlErXZw9UlNTiYyMJCUlhYiIiEA3R6TKa/DIDz73L7Is5fWgl8g0gnmy4cd8ujHL5/iCh3pTNyq0PJsoIpVAcT+/9XVJRALKhosHbZ8B8GuNIaTZogrVUTeWiJwJBTsiElDXWX+jkSWRg2YEC2OG0at5bKE66sYSkTNRocfsiEjVFkYG99m+AuBl11XYQiO4qmNt7FaDxjWrMfiVhQA4bMrsiMjpU7AjIgFzm+0HahqpbPfE8am7D49Eh2KxGFzeoTYA793cBbvV4nfxQRGR4lKwIyIBEUMKt1hzBio/77oOFzYaRPvuZN6nhRYHFZEzp69LIlKu3J6cCaB32L4lzMhitacRP3nOBaBJbLVANk1EqigFOyJSro5nu4glmRusswF4wTUEMIipFkSDmLCTP1hE5DSoG0tEytXxLBd32f5HsOFkmacZCzxteevGznRtGB3opolIFaVgR0TK1RMf/Mwr1jkAvGIO5fwmNRnQOj7ArRKRqkzBjoiUm/RsFz0PfIjD5mKxuxVvPn4/Ds20EpEypncZESlzX63YQ9vxvzB95kKGWOcCMNl1DSFBViwW46SPFRE5U8rsiEiZMk2TB75YA0DYktew29zMd7dlmdkiwC0TkbOFMjsiUiZ2H0knPdtFaqYLgHrGAa62zgfgRdc1gWyaiJxllNkRkVL398Fj9HlhHvERwUwbeQ4Ad1i/xWZ4mOtuzyqzaYBbKCJnE2V2RKTU/fbnQQASUzMZNGUBcRzhmhNZnVdcVwDw0aiugWqeiJxlFOyISJm7zfYDQYabpZ4WrDCb8+DA5pzfNCbQzRKRs4SCHREpU1GkMuzEujqvnsjqVHOoB11Eyo+CHREpU/+w/UyokcVaT0MWeNoCEB6sYEdEyo+CHREpM+GkM8I6E4D/uq4ActbUsWptHREpRwp2RKTUuT0eAG6wzibCSGerpzYzPZ29x/u1jAtU00TkLKRgR0RKXabTQzBZjLL9CMBrrsswT7zd1I8OJUxjdkSkHCnYEZFSZZomL87ewjXW+cQYqez21ORbTw/vcQ1OFpHypmBHRErV6t1HMUwPt1hzsjpvuy/GjdV7fHSfJoFqmoicpfQVS0RK1T2frKK/ZQUNLAc4aobxhbun99hv43rRMCYsgK0TkbORMjsiUmoyst3sPZrBrbYfAPjI3Y8Mgr3HFeiISCAo2BGRUpOW5aSTsYUuli1kmTbedw3gxm71AZhwZdsAt05EzlbqxhKRUrNy51FuOTEDy95hKMuuvAGAhy9qoYHJIhIwevcRkVLz7Mc/MjdoGQCWHvd4yxXoiEggqRtLRErFS7O3MtL6M1bDZK67PcS1CnSTREQABTsiUkrem72Soda5QM50cxGRikLBjoiUiuutvxJqZLHRU5/fPW0C3RwRES8FOyJyxjzObG6y5Wz4+bbrYnI3/BQRqQg0alBEzsim/amE/vkN9Y1kkszqfO/pTky1oEA3S0TES8GOiJyWjftSyXC6ufr1RXwZ9Ar1LfCxqy9BQQ6m39Yt0M0TEfFSsCMiJTb3zyRunpozxbyN8TddLFvINq3MDLmIDf8aFODWiYj40pgdESmxST9t9t6++cRYnR89XXGFxgaqSSIiRVKwIyIlZpo5/0aRyqWWxQBMcw2iSWy1ALZKRMQ/BTsiUmJpmU4ArrPOwWE4We1pxGqzCRc2qxnglomIFKZgR0RKLCXDiQ0XN9pmA/C+ayAA1UPsgWyWiIhfCnZEpERcbg/Hs90MsCynlnGEg2YEP3hyZl8F2fSWIiIVj96ZRKREUjNdAIw4MTD5E3dfssnJ6CjYEZGKSO9MIlIiKRlOWhk76GrZjNO08rGrn/dYkFVvKSJS8eidSUSKbdWuZHr/Zy4jrDlZnZ8855JEDe9xZXZEpCLSO5OIFNu4L9YQwTEusy4C4H3XAJ/jdmV2RKQC0grKInJKz/28mTmbkjhyPJurrQsIMbL5y2jACrOZTz2HMjsiUgEp2BGRU3p97rYTt0yuD/oVgO+DBkGG7+7m6sYSkYpI70wiUmxdjc00sezDZQ1lWXi/QscV7IhIRaR3JhEptutPLCKYWP8ynhzSnfZ1q1MjNG8hQY3ZEZGKSO9MInJSczYfACCGFAZZ/gDgcIvhNImtxv/uPo9L2tXy1lVmR0QqIo3ZEZGTGjltOQDXWucRZLhZ5WkC8e28x4NtVu9trbMjIhWR3plE5JQMPAy35gxM/tjdl9CgvO9JwXYFOyJSsQX0nen111+nXbt2REREEBERQffu3fnpp5+8x03TZPz48SQkJBASEkKvXr3YsGGDzzmysrIYPXo0MTExhIWFcdlll7Fnz57yfikiVdqFlnXUtRwkxQzlO3d3QoPyApyQfLctFsPfw0VEAiqgwU6dOnWYNGkSy5cvZ/ny5fTp04fLL7/cG9A8//zzTJ48mVdffZVly5YRHx9P//79SUtL855jzJgxfP3110yfPp2FCxdy7NgxBg8ejNvtDtTLEqlyrrfmDEz+0t2TLIJ8Apz8mR0RkYoooMHOpZdeysUXX0yzZs1o1qwZzz77LNWqVWPJkiWYpsmUKVN47LHHuOqqq2jTpg3vv/8+6enpfPLJJwCkpKTw7rvv8sILL9CvXz86duzIRx99xLp165g9e3YgX5pIlVGLw/S1rATgE3cfAELs+YMddV2JSMVWYd6l3G4306dP5/jx43Tv3p3t27eTmJjIgAF5y9E7HA569uzJokU5S9WvWLECp9PpUychIYE2bdp46/iTlZVFamqqz4+I+Pr3/9Yz7os1XGf7Dathstjdim1mbe7o2ZgwR96YnU71apzkLCIigRfw2Vjr1q2je/fuZGZmUq1aNb7++mtatWrlDVbi4uJ86sfFxbFz504AEhMTCQoKokaNGoXqJCYmFvmcEydO5MknnyzlVyJSdWS53HyweCc2XPzumAPAR+6cRQQfuaiFT92WtSKYfls34iOCy72dIiLFEfDMTvPmzVm9ejVLlizhzjvvZMSIEWzcuNF73DB8BzyaplmorKBT1Xn00UdJSUnx/uzevfvMXoRIFZORnTPmra9lFXHGUQ6aEcz0dCmyfrdG0TSICSuv5omIlEjAg52goCCaNGlCly5dmDhxIu3bt+ell14iPj4eoFCGJikpyZvtiY+PJzs7m+Tk5CLr+ONwOLwzwHJ/RCRPhjMn2Mmdbv6FuxfOwCeCRUROS8CDnYJM0yQrK4uGDRsSHx/PrFmzvMeys7OZN28ePXr0AKBz587Y7XafOvv372f9+vXeOiJScunZbmpzkAss6wD41N07wC0SETl9Af2q9s9//pOLLrqIunXrkpaWxvTp05k7dy4///wzhmEwZswYJkyYQNOmTWnatCkTJkwgNDSU4cOHAxAZGcmoUaN44IEHiI6OJioqinHjxtG2bVv69Su8SaGInJzbY/Lewu2EOqxca5uHxTBZ6G7NbjOOO3o25vIOCYFuoohIiQU02Dlw4AA33ngj+/fvJzIyknbt2vHzzz/Tv39/AB566CEyMjK46667SE5OpmvXrsycOZPw8HDvOV588UVsNhtDhgwhIyODvn37Mm3aNKxWrf0hUlKzNiby7I+bsOBhgWMeAJ+5exNksxQamCwiUlkYpmmagW5EoKWmphIZGUlKSorG78hZ7f1FO3ji2w30tKzh/aDnSDar0S3rVRzBoawdPzDQzRMR8VHcz+8KN2ZHRAIndxuIodbfAPjafT5ZBOHQKskiUolpeoWI4PGYuE2T9Gw30aTQ37ICgM/cvQCtkiwilZuCHRFh6FuL2ZucwbVd6nKVdQF2w81qT2P+NOsBEBFsD3ALRUROn4IdkbOcaZos25GzVtXrc//iR+tcAKbnm24eGaJgR0QqL+WmRc5y2W6P93Zbz2aaWPZx3HTwnbu7t1zBjohUZgp2RM5y2a68YOe6EwOTf/B05/zWDbzlCnZEpDI7rWDH5XIxe/Zs3nzzTdLS0gDYt28fx44dK9XGiUjZyw12wknnEutSAA42HcrwrvW9dSJDFeyISOVV4jE7O3fuZNCgQezatYusrCz69+9PeHg4zz//PJmZmbzxxhtl0U4RKSO53ViXWhcTamSxxVOb5BrtsVvzNtNVZkdEKrMSZ3buu+8+unTpQnJyMiEhId7yK6+8kl9//bVUGyciZS83s5O7ts5n7t7c1acpDlve20P1kKCAtE1EpDSUOLOzcOFCfv/9d4KCfN/86tevz969e0utYSJSPrJdHloZO2hv+Zts08qfcRcTFRbEnuS8YCemmoIdEam8SpzZ8Xg8uN3uQuV79uzx2bNKRCqHLJeHIda5AMz0dOGokbPkut2aL9gJdwSgZSIipaPEwU7//v2ZMmWK975hGBw7downnniCiy++uDTbJiLlYOOuA1xpXQjkdGHlzkTPH+zUrKZgR0QqrxIHOy+++CLz5s2jVatWZGZmMnz4cBo0aMDevXt57rnnyqKNIlJGlu04wu/fTSXSSGePGcNCTxty9wbOPyU9RsGOiFRiJR6zk5CQwOrVq/n0009ZuXIlHo+HUaNGcf311/sMWBaRiu/ZHzbxsHUuAJ+7emFiwe3JCXbqRYcCYLMYhARpI1ARqbwMM/dr3FmsuFvEi1QVLreHzs/MpnrmbuY5xuIxDc7Lepn9RNMoJow543oBcPhYFg67lWoO7SwjIhVPcT+/S/wO9sEHH5z0+E033VTSU4pIOdu4P5WUDCe32eYCMM/Tjv1EA+DO9/0nWt1XIlIFlDjYue+++3zuO51O0tPTCQoKIjQ0VMGOSCVgtRhYcXOtdT7gu+lnbjeWiEhVUeIBysnJyT4/x44d488//+T888/n008/LYs2ikgpy3Z56G1ZTaxxlINmBHM8nbzH1LEtIlVNqWwE2rRpUyZNmlQo6yMiFVOWy+NdMfkr94U48yV5ldkRkaqm1HY9t1qt7Nu3r7ROJyJlKXUffSyrAMhuO9znkFupHRGpYko8Zufbb7/1uW+aJvv37+fVV1/lvPPOK7WGiUjZcLo9ZCz7EKthstHemruvvZhu5yYz5M3FADSKCQtwC0VESleJg50rrrjC575hGNSsWZM+ffrwwgsvlFa7RKSMvDhzM0N3fw0WmBs2iFYWg3MbRvHN3efx7sLtPHJRi0A3UUSkVJU42PF4PKeuJCIV1qoF3/NQUBKpZggrq/X0lneoW51XhnUMYMtERMpGqY3ZEZHKIXdg8nfuHhhB6rISkaqvWJmdsWPHFvuEkydPPu3GiEjZyXZ5eOOX5dxuWQbkrK1T36bvOyJS9RUr2Fm1alWxTmYYxhk1RkTKzidLd3Jo0Uc47E42eeqxzmxIM5v2vBKRqq9Ywc5vv/1W1u0QkTL2V1Iaw61zgdwVkw0cdmV2RKTq0zudyFmibtZWWll2kmXa+cads0yEQ91YInIWOK2tjJctW8YXX3zBrl27yM7O9jk2Y8aMUmmYiJSeg2lZhK7/BGzwi6cLKVQDwKFuLBE5C5T4a9306dM577zz2LhxI19//TVOp5ONGzcyZ84cIiMjy6KNInKGpv/+J5dbF+XczrfppzI7InI2KPE73YQJE3jxxRf5/vvvCQoK4qWXXmLTpk0MGTKEevXqlUUbReQMzN9ykL/nf0KEkc4uT00We1p5j7WIDw9gy0REykeJg51t27ZxySWXAOBwODh+/DiGYXD//ffz1ltvlXoDReTM3PTeHwy1zQXgc3cvHr24FS1rRdAsrhp9WsYGtnEiIuWgxGN2oqKiSEtLA6B27dqsX7+etm3bcvToUdLT00u9gSJyZhoY++lm2YTbNFgaMZAPuzfg1gsa4fKY2K3qxhKRqq/Y73SrV68G4IILLmDWrFkADBkyhPvuu49bb72VYcOG0bdv3zJppIicviHWeQDM97TjlsEXEGy3YhiGAh0ROWsU+92uU6dOdO7cmZYtWzJs2DAAHn30UcaNG8eBAwe46qqrePfdd8usoSJyGtwurrHOB3IGJofYNftKRM4+xQ52fv/9dzp16sR//vMfGjduzA033MC8efN46KGH+Pbbb5k8eTI1atQoy7aKSEltnUmscZRDZgRzPJ0ICVKwIyJnn2IHO927d+ftt98mMTGR119/nT179tCvXz8aN27Ms88+y549e8qynSJSDGOmr+Ka1xfhcnsAcC5/H4Cv3BfgxKbMjoiclUrcaR8SEsKIESOYO3cuW7ZsYdiwYbz55ps0bNiQiy++uCzaKCLFYJom36zex/Kdyfyx4wibtmzB2DoTyJmFBRCsYEdEzkJnNEKxcePGPPLIIzz22GNERETwyy+/lFa7RKSEslwe7+3hby9l409vYDM8LPc0Y5tZG4BQdWOJyFnotLaLAJg3bx7vvfceX331FVarlSFDhjBq1KjSbJuIlEB6tjvfPZMeqT8B8NmJrA6gbiwROSuVKNjZvXs306ZNY9q0aWzfvp0ePXrwyiuvMGTIEMLCwsqqjSJSDHuTM7y3uxqbqeXexzEzmB/c3bzlGqAsImejYgc7/fv357fffqNmzZrcdNNNjBw5kubNm5dl20SkBC59daH39hDbbwB86+5OOsHecu2FJSJno2IHOyEhIXz11VcMHjwYq1XfDkUqqgiOc7HlDwA+z7fp5+B2tTAMI1DNEhEJmGIHO99++21ZtkNESsll1kWEGNn86anDarMxXerXYNi59bi6c51AN01EJCCU0xapYoZY5wLwmbs3YHB15zoKdETkrKZgR6QK+N/qvQC0NnbQzrIdt2Hja/d5gKabi4ic9tRzEQm8WRsP8Pg360lMzQRgmPVXAHbH9SN5RwQA1Rz6MxeRs5veBUUqsVs/WO69HUoml1sXAbCjwRDYkVNeLyo0AC0TEak41I0lUkVcal1MuJFBdmRDMhK6e8ubxFYLYKtERAJPmR2RKmL4iS4s2zkj6dc6ntsubESPxtGabi4iZz0FOyJVQGtjO+0tf5Nl2nB0HI7FauGfF7cMdLNERCqEgHZjTZw4kXPOOYfw8HBiY2O54oor+PPPP33qmKbJ+PHjSUhIICQkhF69erFhwwafOllZWYwePZqYmBjCwsK47LLL2LNnT3m+FJGAGmadA8AvnnMgLCbArRERqVgCGuzMmzePu+++myVLljBr1ixcLhcDBgzg+PHj3jrPP/88kydP5tVXX2XZsmXEx8fTv39/0tLSvHXGjBnD119/zfTp01m4cCHHjh1j8ODBuN1uf08rUqXkH5j8qbtPgFsjIlLxGKZpmoFuRK6DBw8SGxvLvHnzuPDCCzFNk4SEBMaMGcPDDz8M5GRx4uLieO6557j99ttJSUmhZs2afPjhhwwdOhSAffv2UbduXX788UcGDhx4yudNTU0lMjKSlJQUIiIiyvQ1ipSmBo/8wFDrbzxnf5u/PfH0yX6BHZMGB7pZIiLlorif3xVqNlZKSgoAUVFRAGzfvp3ExEQGDBjgreNwOOjZsyeLFuV8k12xYgVOp9OnTkJCAm3atPHWKSgrK4vU1FSfH5HKKndgck5WR4ORRUQKqjDBjmmajB07lvPPP582bdoAkJiYCEBcXJxP3bi4OO+xxMREgoKCqFGjRpF1Cpo4cSKRkZHen7p165b2yxEpF7kDk7NNK1+5Lwx0c0REKqQKE+zcc889rF27lk8//bTQsYJTZ03TPOV02pPVefTRR0lJSfH+7N69+/QbLhIAmU43L/+61Wdg8hHUBSsi4k+FCHZGjx7Nt99+y2+//UadOnkbFsbHxwMUytAkJSV5sz3x8fFkZ2eTnJxcZJ2CHA4HERERPj8ilcn4bzfwxqy13oHJn7j7BrhFIiIVV0CDHdM0ueeee5gxYwZz5syhYcOGPscbNmxIfHw8s2bN8pZlZ2czb948evToAUDnzp2x2+0+dfbv38/69eu9dUSqmunLdntXTP7bE89iT6tAN0lEpMIK6KKCd999N5988gn/+9//CA8P92ZwIiMjCQkJwTAMxowZw4QJE2jatClNmzZlwoQJhIaGMnz4cG/dUaNG8cADDxAdHU1UVBTjxo2jbdu29OvXL5AvT6RM+RuYfOsFDU/yCBGRs1NAg53XX38dgF69evmUT506lZtvvhmAhx56iIyMDO666y6Sk5Pp2rUrM2fOJDw83Fv/xRdfxGazMWTIEDIyMujbty/Tpk3DarWW10sRKTcH07JoZ2zzrpj8lftCPrm1K13qRxFkqxA90yIiFUqFWmcnULTOjlQWiSmZdJv4K/9ne4NrbfOZ4T6fsc67WPBQb+pqd3MROctUynV2ROTkFmw9SHXSuNS6GICPXDldtQ5ldEREiqR3SJFKJMhmYYh1LsGGk/WeBqw0mwJgs+pPWUSkKHqHFKlEgiwmN1hnA/CBuz+5A5NDgzQ+TUSkKAp2RCqRGvsXUM9ykBQzlG/dOUsrPHJRC4LtCnZERIqiYEekEqn318cAfOHuSSYOAJrGVgtkk0REKjwFOyKVxZHt1Dq4EICP3HlrSJ1i5xQRkbOegh2RymL5exiYzHO3Y4dZK9CtERGpNBTsiFQGzgxY9SGQOzA5j4FSOyIiJxPQFZRFpJjWz4CMZPaYMfzm6cjNPRqwJzmDPw+k0r1xdKBbJyJSoSnYEanoTBOWvQ3Ax65+eLCw72gGb9/UGY8JVosyOyIiJ6NuLJEKaPXuo1z6ykIWbTsEu/+AfatwGkF85u4FwKFjWRiGoUBHRKQYlNkRqYDu+HAFiamZDH97KTs6fQ7AV84eHCFn75dxA5sHsnkiIpWKMjsiFUyWy01iaiYAtTmIe+O3AEx1DwLgwYHN6dE4JmDtExGpbBTsiFQwr8/d5r19o20WVjwsdLfmT7MeAJEh9kA1TUSkUlKwI1KB7E/JYMrsrQCEkskw6xwgL6sD2uFcRKSkNGZHpAJ47ufNOF0eFv992Ft2lXUBkUY6OzxxzPF09JY7tA+WiEiJKNgRCbBMp9un6wrAwMM/rD8DOVkdM18SVpkdEZGS0bumSIBlOt2Fynpa1tDYsp9UM4Qv3Rf6HFOwIyJSMnrXFAmwLJenUNnIE1mdz9y9OU6Iz7FgdWOJiJSIgh2RACuY2Wlq7OFC6zrcGLzvHlCovjI7IiIlo3dNkQArmNm51foDAHti+7DHjC1U32FTZkdEpCQU7IgEWP7MThxHuMK6EIBNjW72Wz/Ipi0iRERKQsGOSIDlz+z8w/YzQYabpZ4WHIxsF8BWiYhUHQp2RAIsN7MTTjo32n4F4E3XYMwi6muAsohIySjYEQmgzYmpHDmeDcBw66+EkcEWT21+83TANGH6bd186j80qDl1aoQGoqkiIpWWFhUUCZDNiakMmrIAgCCc3O74BTzwputSTCyYpkm3RtH0aRHLnM1JANzVq0kgmywiUikpsyMSIDsOpXtvX279nSjPEQhPYGfCRQAMbBMPgGkW1aElIiLFocyOSIDkjtUx8HC79fucwu53Mb3rhRzPdnt3Nx/UJp7f/jxIrcjgQDVVRKRSU7AjEiDp2TnBTj/LSppY9pFuCSO00whsVguRIXlJ12s71yU2Iph2tSMD1VQRkUpN3Vgi5czjMfn74DHSs12AyT22bwBYHHUFBEcUqm+xGPRuHkt0NUe5tlNEpKpQZkeknL0y5y9enL2F6qF2elrW0t7yN+mmg1UJ19M30I0TEamClNkRKWcvzt4CwNH0bEbbvgbgY3dfQmrEBbJZIiJVloIdkQDpbtlIF8sWskw7b7kuoUZoUKCbJCJSJSnYEQmQ+2wzAPjU3ZuD1CA0SCsji4iUBY3ZESknSWmZbNqfBsA5xma6WTaRbVp503UpAEE2ffcQESkLCnZEykmf/8zjWJYLwDtW50t3T/YTDUCbBE0tFxEpCwp2RMpJbqDT0djKhdZ1OE0rr7kvZ0y/pvRqHku9aO15JSJSFpQ3Fyln99u+BOBr9/nsMWvSsV4NOtStHthGiYhUYQp2RMpRV2OTN6vzivsKABrFhAW2USIiVZyCHZEyNG/LQYa+uZjlO44AJuPsnwHwmbsXu82cdXUSqocEsIUiIlWfxuyIlKER7/0BwDVvLKaXZQ3nWLaQadp5xXUlDpuFqzrVwWoxAtxKEZGqTcGOSBk4kJpJkDV/4tTkAdvnAHzgHsABotjxzEWBaZyIyFlGwY5IKdt9JJ0Lnv8NI1/CZpBlGW0tOzhmBvP6iXV1RESkfGjMjkgp++3PJABMM+e+BQ9jbV8A8K77IpKJ4NyGUYFqnojIWUfBjkgp8+2+gqut82lm2ctRM4x3XJcA8MYNnQPRNBGRs5KCHZFSdCzLRbbb470fQibjTozVecV1JWnkLBwYFaZNP0VEyovG7IiUEo/HpN8L80hMzfSW3Wr9kTjjKDs9sXzo7g/AT/ddEKgmioiclRTsiJSSdKfbJ9CpSTK3274D4HnXdfRuXYc3b+wSqOaJiJy11I0lcpq+W7OPD5fs9N5Pz3b5HL/f9iVhRharPE34wdOV0CB9txARCQS9+4qcBtM0Gf3pKgAubBpD/egwMrPzxuo0M3Yz1DoXgGec1wMGwXZr+TdURESU2RE5HS6P6b099fcdrNyVTLozN7Nj8pjtY6yGyY/uc1lhNgcgNEjBjohIICjYETkNznwzrqYt2sFVry3ih7X7AehvWUFP61qyTBvPua7z1gtRZkdEJCACGuzMnz+fSy+9lISEBAzD4JtvvvE5bpom48ePJyEhgZCQEHr16sWGDRt86mRlZTF69GhiYmIICwvjsssuY8+ePeX4KuRslO3yFCp7Zc5fOMjm37YPAXjbfQk7zXjv8YgQ9RqLiARCQIOd48eP0759e1599VW/x59//nkmT57Mq6++yrJly4iPj6d///6kpaV564wZM4avv/6a6dOns3DhQo4dO8bgwYNxu93l9TLkLOQv2AG40/YtdS0H2WdG8V/X5T7HWsRHlEfTRESkgIB+1bzooou46CL/myGapsmUKVN47LHHuOqqqwB4//33iYuL45NPPuH2228nJSWFd999lw8//JB+/foB8NFHH1G3bl1mz57NwIED/Z47KyuLrKws7/3U1NRSfmVSlbk9Jh/lm4WVq65xgDutOVPNn3HeQAbBBFkt3kUGWyUo2BERCYQKO2Zn+/btJCYmMmDAAG+Zw+GgZ8+eLFq0CIAVK1bgdDp96iQkJNCmTRtvHX8mTpxIZGSk96du3bpl90Kkynlnwd+8POevQuWP2z7CYThZ6G7Nj56u3N6zEeueHMDzV7fjxaHtianmCEBrRUSkwgY7iYmJAMTFxfmUx8XFeY8lJiYSFBREjRo1iqzjz6OPPkpKSor3Z/fu3aXceqnKPvST1ellWcUA6wqcppWPo+7mwYEtuKd3Exw2K0POqcuVHesEoKUiIgKVYJ0dwzB87pumWaisoFPVcTgcOBz6li2nZ09yhs/9UDJ5xj4VgPfcgwiv24a7ezcJRNNERMSPCpvZiY/PmcVSMEOTlJTkzfbEx8eTnZ1NcnJykXVESpO/gcnjbJ9TxzjEbk9NpriuJiLYHoCWiYhIUSpssNOwYUPi4+OZNWuWtyw7O5t58+bRo0cPADp37ozdbveps3//ftavX++tI1KathxI87nfwfiLm62/APBP1ygyCCYyRMGOiEhFEtBurGPHjvHXX3kDPbdv387q1auJioqiXr16jBkzhgkTJtC0aVOaNm3KhAkTCA0NZfjw4QBERkYyatQoHnjgAaKjo4mKimLcuHG0bdvWOztLpDQdTXd6b9txMdH+NhbD5Cv3+SzwtAMgQsGOiEiFEtBgZ/ny5fTu3dt7f+zYsQCMGDGCadOm8dBDD5GRkcFdd91FcnIyXbt2ZebMmYSHh3sf8+KLL2Kz2RgyZAgZGRn07duXadOmYbVqtVo5PQfTsogOC8JiKTzuK8uVt37TbdbvaWnZTaa9Bs9k3uAt1+KBIiIVi2GapnnqalVbamoqkZGRpKSkEBGhtVDOZkv+Psx1by3hig4JTLmuo7d87Ger2XbwGCPPb8h901fT3NjFt0H/wmG44Kq3WVm9P1e9lrPcwbsjutC3pcaMiYiUteJ+flfYMTsigfD63G0AfLN6n7csy+Vmxqq9rNmTwoqdyQTh5EX76zgMFysc50Lba2lVS0GyiEhFpWBHJJ8gW+E/iR2H0r23E1Myuc/2Fa0sOzliVuONiDFgGATn2+QzNjy4PJoqIiLFpMEFIvk4/AQ7F7+8wHv70KYF3BGUsyXEo85bOGLJW9Dyg5HnsvNIOm3rRJZ9Q0VEpNgU7Ijk47DlZWgWbj1EtWAbbk/OsLZQMnnR/hpWw+Qr9wX84jmXCx15f0IXNqtZ7u0VEZFTU7Ajko/DnpfZueHdpT7HnrB9QH1LEnvMGMY7RwDQoW718myeiIicBo3ZkbNeSoaTT//YxdH0bGx+ppsDXGlZwFDbXNymwTjnHaQRSsOYMEad37CcWysiIiWlzI6c9R6dsZYf1yXy2bLdZPnZDqKxsZdn7e8B8JLrapZ4WnFHz8Y8PKj5KfdpExGRwFOwI2e9H9fl7L+2evfRQseCyeK/9pcJNbJY6G7Nq+4rgJyBzAp0REQqB3VjyVnN5S6cyclvvO19Wlh2c4hIxjjvwXPiTyb/2B4REanY9I4tZ7V3Fm4v8th11jlcZ5uLxzRYfe5/uO+K87zHgm3ajkREpLJQN5aclQ6mZbF0+2E+XrrT7/Euxmaesk0F4AXXtVzf41LqZrq8x/0tPigiIhWTgh05K038aRMzVu71eyyBQ7weNIUgw8337q781305D1YPIdvloU3tCA6lZdOtUXQ5t1hERE6Xgh05KxUV6ASTxVtBk6lppLLBU58HnbdjteRkcYJsFr4ffUF5NlNEREqBcvEiJxh4+I/9DdpYduAMjua27LFkEIxVs65ERCo1BTsiJzxm+5jB1qV4LHbs133IXnK2f7AWsdCgiIhUDgp2pMozTZOj6dkArNyVzOPfrC9UZ5T1B26x/QTA/l4vQIO8mVdFraosIiKVg8bsSJX33M9/8sa8bbx1Y2du+3BFoeOXWhbxuP1jAJ51Dmdoi6t9jlsU7IiIVGrK7EiV98a8bQB+A53zLet4wf46AO+5BvG2+xIcBaaVK7MjIlK5KdiRKunDJTsZ9tYS0jKdRdbpbtnAO/b/nJhi3o2nXTcABnar75+FMjsiIpWburGkSsodl/P+oh1+j59jbOZd+38INpzMdnfkfuddmCdif7vVN7jRbCwRkcpNmR2p0tKz3YXKOhlbmBr0PKFGFnPd7bnLOYbG8TW8x+0FurE0G0tEpHJTsCNV2mtzt/nc72ps4v2g56hmZLLA3YbbnfeTjZ3qoXZvnSCrgh0RkapEwY5UCkv/PszcP5OKPL5pfyoXPD+HGSv3FFmnn2UFHwRNItzIYJG7Fbc6HyCLIACC7Xkbe+aO2WlTOwKAKzvWLo2XICIiAaIxO1LhmabJ0LeWAPDHP/sSGxHsczzT6eahL9ey+0gGYz9fwyXtahU6x5WWBfyf/U1shoeZ7s6Mdo72BjqAz6Dk3EzOR6O68sf2I/RuEVsWL0tERMqJgh2p8Fwe03t7X0qmN9jJyHbz3u/beXHWFp86y3ck53u0ySjrj951dL5yX8BDzttwYyU/T77H56oeGsSA1vGl+EpERCQQFOxIhZft8nhvZzpzBhz/tG4/d3680m/9699ZCoANF0/ZpjHcNgeAqa6BPOW60TvrKj+nn2BHRESqBgU7UuEVDHZcbk+RgU6uCI7xuv0lzrNuwGMaPOsazrvuiwH/g42rOax+y0VEpPJTsCMVVkqGk437UokIyftv+lfSMe79dNVJH9fE2MOb9hdpbNnPcdPBvc57+NXT2Xt8bP9mNKoZxj2f5J3nsUtaEVPNQctaEaX/QkREJKAU7EiF9cT/1vPN6n0+Zc//8qdPpqegyyy/M8n+DqFGFnvNaG7JHscms75PnehqQQxul0BMNQe/bEjk9gsbEx8ZzFOXtymT1yEiIoGlYEcqrIKBDlBkoHNRyxr02PoCN9pmA7DQ3Zr7nPdwmMhCdXPX0enWKJpujaJLscUiIlIRKdiRCulgWlax6zY19jAl7VkctpzxOa+4r+Al19V48g1Ebh4Xzp8H0gBwazCyiMhZRYsKSsDtSU4vNPX7QGrmKR9nwcMt1h/4PugxHIc2cMSsxj+cD/Gi61qfQAfghu55XVlOd9HdYCIiUvUo2BEfu4+kc8eHK1ixM/nUlU8i0+nm8W/W88DnazDNojMpX63Yw/nP/caEHzf5lKdmFL1bOUA94wCfBj3Dv+wf4zCcuBr3Z2DWc8zztPdbPzjffldZJxnzIyIiVY+CHfHx8Fdr+XlDIle/vuiMzvPdmn18uGQnX63cw64j6WRku3n6+40s33HEp15ukPPOwu0+5SlFBDt2XNxt/YaZQQ/R1bKZ46aDR5y3YBn+OQep4fcxAI5820HYtNeViMhZRcGO+Nh5OL1UzpM/WMl0enh5zlbeXbida95Y7FMvMiRvA84ZK/eQ5cpZNDDJz5idc41N/Bj0KA/aPyfYcLLQ3ZqLsicx3d0Hi/Xk/5UdNgsPDmxOh7rVubZL3TN5aSIiUslogLL4CDuNxfXeWfA3P61PZNo/ziE8OCd4ych2e49f+spCsvONk/lh7X7mbUmibZ3qhOcLdsZ+voaxn69h2WP9eOLbDd7yBsZ+HrZN5yLrMgAOmhE847yB/3nOAwxuvaCh33bd2K0+Hy7ZCeQEO3f3bsLdvZuU+PWJiEjlpmCnAsvIdhMSVL4r+4YElfy/xDM/5HRFvb9oB+c0iGLktGUczxfsZBcYEHz3JzmrH3++fA8XNI0pdL5/fbMOgOqkca/ta260zsJuuHGbBp+6+/C8ayipVPPW71y/cPfVmzd2pmlstXzBjlZIFhE5W6kbq4IwTZMlfx/m8LGc7ptJP22m5b9/ZuWuMxsoXJLn/2ndfg7mmwVVcNbS8SwXy3cc8btpJkB6tpuhby3xCXROZcHWQ4XKlmzYxv22L5jvGMNI28/YDTe/udtzUfYk/uUa5RPogO+O5bkGto4nON84HYdd/9VFRM5WyuxUELM2HuC2D1cQG+7gj8f68ca8bQA899Nmpt/WDcMo20G1szclFdpvKiXDSUw1h/f+9e8sZfXuo0y8qi3Dzq1X6BxnunpNDVIZZfuJEdaZhBsZAGzy1ONZ1/Us9LQt8nG2Isbr5A+Cgk4xpkdERKouBTsVxM/rE4HCA3PX702h/ZMzeeySlgw9p3CAUVoWbztcqCx3h/Fcq3cfBeDLFXv8Bjunq7Gxl39Yf+Yq60JCjZzXv8lTj1UNb+OxPxv43aU8P3sRs6vyBzhWzcASETlrKdipIDxFrEWT2yX08FfrGNKlLou3HaZJbDViI4JL9flzZ0Hll+n0vx5NaWRJDDz0tKxhpPVnLrSu85av8zTgZddVzPZ04umW7TD/XH/Kc9ltRWR2bHkBjqWMM2MiIlJxKdipIIrTBTRvy0FunrqMYLuFzU9fVKrP72+hvYKZnVx2m4Vdh9N5c/42Rp2fNxPqJGsHetUxkrjGOp+rLQuoazkIgMc0mOXpzFT3IJZ4WgI5gUmzuHCfx7asFcGm/amFzlnUujn5u7GU2BEROXsp2ClHx7NczNmcRO8WsVRz+F764gQK87bkBAdFZVxybU5MZeXOoww7t26xx/r422Azf7Cz6K+8gcRH07MZ+f4y/ko6xo/r9nvLzSJCtgiOMcC6gqstC+hu3egtTzVD+czdi/fdA9hjxvo8pmezmnSoW917/8Zu9WlftzrjvlhT6Py5QU3PZjWZt+Ug7U88zm61MKBVHEcznDSuWa3Q40RE5OygYKccPfzVWr5fu59BreP5z5D2vDJnK4PbJtC2TqRPmFDURpX5Mxi5WzD4C2YGTVkAQJDNwjWd6/g85u5PVuL2mLxxQ2efx/oLdq55YzHPX92OIefUZfg7S73la/ekeG8np+ctHuh257U7ilT6W1dwkeUPzrOsx27kBE4e02Chpw1fui/k5lGjiUx2sefLtYWe+/2R5/q+dqvBxW3jeXPeNrYmHfM5lhvsTBnaga9W7uHyDrW9x966qUuhc4uIyNlFwU45+n5tThbk5w2JbHwplV1H0nlz3t98eUd3vluzz1svOT3b7+Mt+YKdho/+CMA3d5/nkwHJnboOOYOO8wc7x7Pd/LguZyD0/pRMEqqHeI/5G7MD8NBXa7m2Sx2/x3yZhBzZyB3WWfS0rOVcyyasRl7w86enDt+5uzPDfQH7yFlb5+XGtegEPOQn2CkoOiyI0CAbs8b25JKXF7BhX153ls2ac11qhAVxywWNitFWERE5myjYCZBdR/K2ZSi4hUJRO35b/WRxrvjv797bj1zUgkk/bfbeT8t0svtIOg6bBYfdyraDeRmRV+b8xeUdEujWKBoovPBffvtT/LcnjiN0tWyip3UtF1jWEfv3UchbEJn1ngb86D6Xnz3n8reZUOT5T+bFoe35aV0iI/ONDSo42Nhu0bRyEREpmoKdCuidBdv9lp9q+nT+QAdg79EMLnj+NwAuaBrjs4Dfp3/s4tM/drH+yYFUc9jIOsk4oLV7UjDw0NTYSxfLFrpY/uQc40/vAONc6aaDxZ5WzPe0Y46nAxlh9Th0rPAeVydzy/kN6dcqznv/yo51uLKjb2ap4GXIzeyIiIj4o2CnnGzYl3LqSid8vWqv3/KSLiy4Md/MJX8rFQMs2XaYfq3ifDI7Fjw0MvbRxthBG8t2anz+NGscO4g4sdBfLrdpsMmsz0JPW+Z52rHC04zsfKmdiQOa8eiMdZzKgFZxzNx4gCFd6vCvwa1OWb/gddCschERORkFO2Vsyd+HeW3uNuZvOXjqyqfgbxDxyZxqhpcNF9O+m8XaX5M4P3EzI+x7aWLso6mx17u4X37ppoNVniYsN5uzzNOc1Z7GHCO0yPNf1CaehjFhXPfWkpO2Y/LQDizcepCezWJPWi9X45rVvAscioiInIqCnTJ2qg/6/BrXDGPbweNFHi9q3ZuimURwnLrGIeoYSdQxDlLHOERdI4n6RhL1jUSCMtyQgc9YG4DjpoMNZgM2eBqw3tOQ9WYDtpkJuErwX8ZutdCtUTR1aoSwJzmjyHrVHDYGtalV7PP+65KWmKbJjBMZsOgwxykeISIiZzMFO2Xov7/9VaL6p+qmSsnIm+YdTBaxxlFiSSbWOEpNI4VYI5lYjuaUG0epbRws1PVUULrpYJtZi7/M2vzlqc1fZgJbzTrsMOPxnOE+sf426CwNNcKCmDy0A+Mvb43pyZliLyIiUpQqE+y89tpr/N///R/79++ndevWTJkyhQsuuCCgbdqfUnSgYeAhlCxCyaSakUkYGTR3GTS0HKa6cYxIjlPDSKM6x6me+++GY4xzHKM6xwjz081UlINmBHvMWPaYMewxa7L7xO1tngT2EV1o76nB7Wrx99r9RZyt+OxlPHA4Ith+6koiInLWqxLBzmeffcaYMWN47bXXOO+883jzzTe56KKL2LhxI/Xqld3mmadyZ+hvDAz5BpsrgzAjgzAyqXbi31CysBgFBtWkA0HFP3+GGUSSWZ0kquf8a9bg4In7B83q7DFj2GvGkEnJunniT2Pfrf9c277Q6sa5mSpHvsxLx3rVWbXrKO3qRJb4OURERE5HlQh2Jk+ezKhRo7jlllsAmDJlCr/88guvv/46EydODFi7amdvp7a5AqxF13GbBscJ4RjBOK2hJLscJJvVSCacFDOMo2Y1kqnGUbMaR/P9m2yGk0YIuftIlbbqoXaO5lsd+WTqR4dyTec6vDFvG38VWN0YoE6NUO9YpDdv6Mz0ZbsZek7dUm2viIhIUSp9sJOdnc2KFSt45JFHfMoHDBjAokWL/D4mKyuLrKy8bqDU1MKbS5aKttcyJ6UWX29I4RghHDeDvYHNcTPn30yCyA1YmsRW8xssADx9RRse/+bUO4CXBsOAb+8+n4FT5pNxikHRn9zalU71agAw7R/ncNGUBaRluXzqNIwJ8+7rFRsRzL19m5ZNw0VERPyo9CM7Dx06hNvtJi4uzqc8Li6OxMREv4+ZOHEikZGR3p+6dcsoy1C/B3/Xu4bvPD34zdORP8yWbDAbsNOM5xCRJ7qXipeZaRQTxg/3ns/Um8/x6RYqK/WiQ7n5vAanrFc9JIhge07qqk6NUB4c1LxQnbt7N6FmuIMbu9Uv7WaKiIicUqUPdnIVnMlkmmaRs5seffRRUlJSvD+7d+8us3aFBhU/edb9xNYNuYLteb8eu9VC64RIereILbdF9E62qnKuGmGnHiRcM9zB0kf78vQVbUqjWSIiIiVS6YOdmJgYrFZroSxOUlJSoWxPLofDQUREhM9PWQkJyrvE5zaMYnC7WtzQLW/QdLO4agD0aBzNwxe1ICEyb3Dw8n/1994+1Ro779zUBYfNUuQMqI9v6VrsNucGidnuop/z/ZHn8uaNnakVGeJTPqhNPADnNKjhU245xVYXIiIiZaXSBztBQUF07tyZWbNm+ZTPmjWLHj16BKhVeULseZmdBwc259XhnXjmirbesgGt4tk+8WI+ubUb1Rw23vvHOfRoHM1Xd/agmiPvsTHVTj6jql+rONY/OZCrO/nfofy8JjHFzgj1bZGzkvHgdjmbd1YPLZy9ubBpDANbxxcqjw0PZsOTA/nstu7FezIREZEyVukHKAOMHTuWG2+8kS5dutC9e3feeustdu3axR133BHoppGamTejqXVC4QySiW93W4v4CD65tZv3/vejz2fn4XRa5XuskW+cz6DW8ZzXJKf7y261nHSzUIth4D7FHhLf3XM+bU9MC+/WKJqfx1xA7eohXPvGYjYnpuW14SSRU5ijSvy3EhGRKqJKfCoNHTqUw4cP89RTT7F//37atGnDjz/+SP36gR8Q26FudQDCHTa/43dOtX9Vm9qRtKld9Jo0b9zY2ef+yVYtHtKlLp/+scvvsWs716F1QoQ30MnVIj4nyPrh3gt4d+HfTPhxs7+Hi4iIVFhVItgBuOuuu7jrrrsC3YxCmsWF8/3o86kV6btQ3w3d6vH92v3FmvFUULs6kSzdfoQQe+EFfPxldm7qnhP0PXFpK3o0jqZ742iSj2fz4JdrvRtq/t+17U/6nFaLgUXbi4uISCVUZYKdisxfZuaZK9oy/tLW2E5j/6iXruvIq79t5abuDQods+ULdm7sVp/m8eEM6ZIztT7YbuXS9jnjcGKqOXB5SraL+pBzcjJD/VsVHqsjIiJSUSnYCaDTCXQA4iODfQY5FzyW61RTvV3uU/ShFRARbOfXB3qV6DEiIiKBpmCnihnetR7r96bSs3nNU9Ytj8UJRUREAk2fdlWMw2blhSHtuexEd9XJPHdNO+pHhzJlaIeyb5iIiEiAKLNzFmsRH8G8B3sHuhkiIiJlSpkdERERqdIU7IiIiEiVpmBHREREqjQFOyIiIlKlKdgRERGRKk3BjoiIiFRpCnZERESkSlOwIyIiIlWagh0RERGp0hTsiIiISJWmYEdERESqNAU7IiIiUqUp2BEREZEqTcGOiIiIVGm2QDegIjBNE4DU1NQAt0RERESKK/dzO/dzvCgKdoC0tDQA6tatG+CWiIiISEmlpaURGRlZ5HHDPFU4dBbweDzs27eP8PBwDMMotfOmpqZSt25ddu/eTURERKmdVwrTtS4fus7lQ9e5fOg6l4+yvM6maZKWlkZCQgIWS9Ejc5TZASwWC3Xq1Cmz80dEROgPqZzoWpcPXefyoetcPnSdy0dZXeeTZXRyaYCyiIiIVGkKdkRERKRKU7BThhwOB0888QQOhyPQTanydK3Lh65z+dB1Lh+6zuWjIlxnDVAWERGRKk2ZHREREanSFOyIiIhIlaZgR0RERKo0BTsiIiJSpSnYKUOvvfYaDRs2JDg4mM6dO7NgwYJAN6nSmDhxIueccw7h4eHExsZyxRVX8Oeff/rUMU2T8ePHk5CQQEhICL169WLDhg0+dbKyshg9ejQxMTGEhYVx2WWXsWfPnvJ8KZXKxIkTMQyDMWPGeMt0nUvP3r17ueGGG4iOjiY0NJQOHTqwYsUK73Fd6zPncrn417/+RcOGDQkJCaFRo0Y89dRTeDwebx1d55KbP38+l156KQkJCRiGwTfffONzvLSuaXJyMjfeeCORkZFERkZy4403cvTo0TN/AaaUienTp5t2u918++23zY0bN5r33XefGRYWZu7cuTPQTasUBg4caE6dOtVcv369uXr1avOSSy4x69WrZx47dsxbZ9KkSWZ4eLj51VdfmevWrTOHDh1q1qpVy0xNTfXWueOOO8zatWubs2bNMleuXGn27t3bbN++velyuQLxsiq0P/74w2zQoIHZrl0787777vOW6zqXjiNHjpj169c3b775ZnPp0qXm9u3bzdmzZ5t//fWXt46u9Zl75plnzOjoaPP77783t2/fbn7xxRdmtWrVzClTpnjr6DqX3I8//mg+9thj5ldffWUC5tdff+1zvLSu6aBBg8w2bdqYixYtMhctWmS2adPGHDx48Bm3X8FOGTn33HPNO+64w6esRYsW5iOPPBKgFlVuSUlJJmDOmzfPNE3T9Hg8Znx8vDlp0iRvnczMTDMyMtJ84403TNM0zaNHj5p2u92cPn26t87evXtNi8Vi/vzzz+X7Aiq4tLQ0s2nTpuasWbPMnj17eoMdXefS8/DDD5vnn39+kcd1rUvHJZdcYo4cOdKn7KqrrjJvuOEG0zR1nUtDwWCntK7pxo0bTcBcsmSJt87ixYtNwNy8efMZtVndWGUgOzubFStWMGDAAJ/yAQMGsGjRogC1qnJLSUkBICoqCoDt27eTmJjoc40dDgc9e/b0XuMVK1bgdDp96iQkJNCmTRv9Hgq4++67ueSSS+jXr59Pua5z6fn222/p0qUL1157LbGxsXTs2JG3337be1zXunScf/75/Prrr2zZsgWANWvWsHDhQi6++GJA17kslNY1Xbx4MZGRkXTt2tVbp1u3bkRGRp7xdddGoGXg0KFDuN1u4uLifMrj4uJITEwMUKsqL9M0GTt2LOeffz5t2rQB8F5Hf9d4586d3jpBQUHUqFGjUB39HvJMnz6dlStXsmzZskLHdJ1Lz99//83rr7/O2LFj+ec//8kff/zBvffei8Ph4KabbtK1LiUPP/wwKSkptGjRAqvVitvt5tlnn2XYsGGA/k+XhdK6pomJicTGxhY6f2xs7BlfdwU7ZcgwDJ/7pmkWKpNTu+eee1i7di0LFy4sdOx0rrF+D3l2797Nfffdx8yZMwkODi6ynq7zmfN4PHTp0oUJEyYA0LFjRzZs2MDrr7/OTTfd5K2na31mPvvsMz766CM++eQTWrduzerVqxkzZgwJCQmMGDHCW0/XufSVxjX1V780rru6scpATEwMVqu1UCSalJRUKPKVkxs9ejTffvstv/32G3Xq1PGWx8fHA5z0GsfHx5OdnU1ycnKRdc52K1asICkpic6dO2Oz2bDZbMybN4+XX34Zm83mvU66zmeuVq1atGrVyqesZcuW7Nq1C9D/6dLy4IMP8sgjj3DdddfRtm1bbrzxRu6//34mTpwI6DqXhdK6pvHx8Rw4cKDQ+Q8ePHjG113BThkICgqic+fOzJo1y6d81qxZ9OjRI0CtqlxM0+See+5hxowZzJkzh4YNG/ocb9iwIfHx8T7XODs7m3nz5nmvcefOnbHb7T519u/fz/r16/V7OKFv376sW7eO1atXe3+6dOnC9ddfz+rVq2nUqJGucyk577zzCi2fsGXLFurXrw/o/3RpSU9Px2Lx/WizWq3eqee6zqWvtK5p9+7dSUlJ4Y8//vDWWbp0KSkpKWd+3c9oeLMUKXfq+bvvvmtu3LjRHDNmjBkWFmbu2LEj0E2rFO68804zMjLSnDt3rrl//37vT3p6urfOpEmTzMjISHPGjBnmunXrzGHDhvmd6linTh1z9uzZ5sqVK80+ffqc1dNHiyP/bCzT1HUuLX/88Ydps9nMZ5991ty6dav58ccfm6GhoeZHH33kraNrfeZGjBhh1q5d2zv1fMaMGWZMTIz50EMPeevoOpdcWlqauWrVKnPVqlUmYE6ePNlctWqVdzmV0rqmgwYNMtu1a2cuXrzYXLx4sdm2bVtNPa/o/vvf/5r169c3g4KCzE6dOnmnTcupAX5/pk6d6q3j8XjMJ554woyPjzcdDod54YUXmuvWrfM5T0ZGhnnPPfeYUVFRZkhIiDl48GBz165d5fxqKpeCwY6uc+n57rvvzDZt2pgOh8Ns0aKF+dZbb/kc17U+c6mpqeZ9991n1qtXzwwODjYbNWpkPvbYY2ZWVpa3jq5zyf32229+35NHjBhhmmbpXdPDhw+b119/vRkeHm6Gh4eb119/vZmcnHzG7TdM0zTPLDckIiIiUnFpzI6IiIhUaQp2REREpEpTsCMiIiJVmoIdERERqdIU7IiIiEiVpmBHREREqjQFOyIiIlKlKdgRERGRKk3BjohUeuPHj6dDhw6BboaIVFBaQVlEKjTDME56fMSIEbz66qtkZWURHR1dTq0SkcpEwY6IVGiJiYne25999hn//ve/fXYPDwkJITIyMhBNE5FKQt1YIlKhxcfHe38iIyMxDKNQWcFurJtvvpkrrriCCRMmEBcXR/Xq1XnyySdxuVw8+OCDREVFUadOHd577z2f59q7dy9Dhw6lRo0aREdHc/nll7Njx47yfcEiUuoU7IhIlTRnzhz27dvH/PnzmTx5MuPHj2fw4MHUqFGDpUuXcscdd3DHHXewe/duANLT0+nduzfVqlVj/vz5LFy4kGrVqjFo0CCys7MD/GpE5Ewo2BGRKikqKoqXX36Z5s2bM3LkSJo3b056ejr//Oc/adq0KY8++ihBQUH8/vvvAEyfPh2LxcI777xD27ZtadmyJVOnTmXXrl3MnTs3sC9GRM6ILdANEBEpC61bt8Ziyfs+FxcXR5s2bbz3rVYr0dHRJCUlAbBixQr++usvwsPDfc6TmZnJtm3byqfRIlImFOyISJVkt9t97huG4bfM4/EA4PF46Ny5Mx9//HGhc9WsWbPsGioiZU7BjogI0KlTJz777DNiY2OJiIgIdHNEpBRpzI6ICHD99dcTExPD5ZdfzoIFC9i+fTvz5s3jvvvuY8+ePYFunoicAQU7IiJAaGgo8+fPp169elx11VW0bNmSkSNHkpGRoUyPSCWnRQVFRESkSlNmR0RERKo0BTsiIiJSpSnYERERkSpNwY6IiIhUaQp2REREpEpTsCMiIiJVmoIdERERqdIU7IiIiEiVpmBHREREqjQFOyIiIlKlKdgRERGRKu3/AUrEfmmQUeEWAAAAAElFTkSuQmCC\n", "text/plain": [ - "
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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -102,13 +100,14 @@ "# Perform an optimization with boundaries and hints\n", "x0 = 0.01, 450\n", "sigma0 = [0.01, 100]\n", - "found_parameters, found_value = pints.optimise(\n", + "opt = pints.OptimisationController(\n", " score,\n", " x0,\n", " sigma0,\n", " boundaries,\n", " method=pints.SNES,\n", ")\n", + "found_parameters, found_value = opt.run()\n", "\n", "# Show score of true solution\n", "print('Score at true solution: ')\n", @@ -132,7 +131,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -146,7 +145,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.11.6" } }, "nbformat": 4, diff --git a/examples/optimisation/transformed-parameters.ipynb b/examples/optimisation/transformed-parameters.ipynb index cc506fa1a..0c025b042 100644 --- a/examples/optimisation/transformed-parameters.ipynb +++ b/examples/optimisation/transformed-parameters.ipynb @@ -114,20 +114,20 @@ "60 63 7.7e+07 7.7e+07 0:00.0\n", "80 83 2.58e+07 2.58e+07 0:00.0\n", "100 103 2.58e+07 2.58e+07 0:00.0\n", - "120 123 2.58e+07 2.58e+07 0:00.0\n", - "140 143 2.58e+07 2.58e+07 0:00.0\n", - "160 167 2.58e+07 2.58e+07 0:00.0\n", - "180 192 2.58e+07 2.58e+07 0:00.0\n", - "200 217 2.58e+07 2.58e+07 0:00.0\n", - "220 242 2.58e+07 2.58e+07 0:00.0\n", - "240 269 2.58e+07 2.58e+07 0:00.0\n", - "260 295 2.58e+07 2.58e+07 0:00.0\n", - "280 322 2.58e+07 2.58e+07 0:00.0\n", - "300 349 2.58e+07 2.58e+07 0:00.0\n", - "320 375 2.58e+07 2.58e+07 0:00.0\n", - "340 402 2.58e+07 2.58e+07 0:00.0\n", - "360 429 2.58e+07 2.58e+07 0:00.0\n", - "371 442 2.58e+07 2.58e+07 0:00.0\n", + "120 123 2.58e+07 2.58e+07 0:00.1\n", + "140 143 2.58e+07 2.58e+07 0:00.1\n", + "160 167 2.58e+07 2.58e+07 0:00.1\n", + "180 192 2.58e+07 2.58e+07 0:00.1\n", + "200 217 2.58e+07 2.58e+07 0:00.1\n", + "220 242 2.58e+07 2.58e+07 0:00.1\n", + "240 269 2.58e+07 2.58e+07 0:00.1\n", + "260 295 2.58e+07 2.58e+07 0:00.1\n", + "280 322 2.58e+07 2.58e+07 0:00.1\n", + "300 349 2.58e+07 2.58e+07 0:00.1\n", + "320 375 2.58e+07 2.58e+07 0:00.1\n", + "340 402 2.58e+07 2.58e+07 0:00.1\n", + "360 429 2.58e+07 2.58e+07 0:00.1\n", + "371 442 2.58e+07 2.58e+07 0:00.1\n", "Halting: No significant change for 200 iterations.\n", "Score at true solution: \n", "87997.66499248528\n", @@ -138,25 +138,24 @@ }, { "data": { - "image/png": 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\n", 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\n", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "found_parameters, found_value = pints.optimise(\n", + "opt = pints.OptimisationController(\n", " score,\n", " x0,\n", " sigma0,\n", " method=pints.NelderMead,\n", " transformation=None,\n", ")\n", + "found_parameters, found_value = opt.run()\n", "\n", "# Show score of true solution\n", "print('Score at true solution: ')\n", @@ -232,55 +231,50 @@ "60 63 1.84e+07 1.84e+07 0:00.0\n", "80 83 9615881 9615881 0:00.0\n", "100 103 126525.8 126525.8 0:00.0\n", - "120 123 87941.33 87941.33 0:00.0\n", - "140 143 87740.45 87740.45 0:00.0\n", - "160 163 87740.34 87740.34 0:00.0\n", - "180 183 87740.34 87740.34 0:00.0\n", - "200 203 87740.34 87740.34 0:00.0\n", - "220 223 87740.34 87740.34 0:00.0\n", - "240 248 87740.34 87740.34 0:00.0\n", - "260 272 87740.34 87740.34 0:00.0\n", - "280 297 87740.34 87740.34 0:00.0\n", - "300 323 87740.34 87740.34 0:00.0\n", - "320 350 87740.34 87740.34 0:00.0\n", - "340 377 87740.34 87740.34 0:00.0\n", - "360 403 87740.34 87740.34 0:00.0\n", - "380 430 87740.34 87740.34 0:00.0\n", - "400 457 87740.34 87740.34 0:00.0\n", - "420 483 87740.34 87740.34 0:00.0\n", - "440 510 87740.34 87740.34 0:00.0\n", - "460 537 87740.34 87740.34 0:00.1\n", - "480 563 87740.34 87740.34 0:00.1\n", - "483 566 87740.34 87740.34 0:00.1\n", + "120 123 87941.33 87941.33 0:00.1\n", + "140 143 87740.45 87740.45 0:00.1\n", + "160 163 87740.34 87740.34 0:00.1\n", + "180 183 87740.34 87740.34 0:00.1\n", + "200 203 87740.34 87740.34 0:00.1\n", + "220 223 87740.34 87740.34 0:00.1\n", + "240 248 87740.34 87740.34 0:00.1\n", + "260 273 87740.34 87740.34 0:00.1\n", + "280 298 87740.34 87740.34 0:00.1\n", + "300 323 87740.34 87740.34 0:00.1\n", + "320 350 87740.34 87740.34 0:00.1\n", + "340 376 87740.34 87740.34 0:00.1\n", + "360 403 87740.34 87740.34 0:00.1\n", + "380 430 87740.34 87740.34 0:00.1\n", + "400 456 87740.34 87740.34 0:00.1\n", + "414 474 87740.34 87740.34 0:00.1\n", "Halting: No significant change for 200 iterations.\n", "Score at true solution: \n", "87997.66499248528\n", "Found solution: True parameters:\n", - " 1.50182556513116829e-02 1.49999999999999994e-02\n", - " 3.99257874928702677e+02 4.00000000000000000e+02\n" + " 1.50182556511872477e-02 1.49999999999999994e-02\n", + " 3.99257874922972860e+02 4.00000000000000000e+02\n" ] }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "found_parameters_trans, found_value_trans = pints.optimise(\n", + "opt = pints.OptimisationController(\n", " score,\n", " x0,\n", " sigma0,\n", " method=pints.NelderMead,\n", " transformation=transformation, # Pass the transformation to the optimiser\n", ")\n", + "found_parameters_trans, found_value_trans = opt.run()\n", "\n", "# Show score of true solution\n", "print('Score at true solution: ')\n", @@ -305,7 +299,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -319,7 +313,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.11.6" } }, "nbformat": 4, diff --git a/examples/optimisation/xnes.ipynb b/examples/optimisation/xnes.ipynb index 762ffabef..df4223451 100644 --- a/examples/optimisation/xnes.ipynb +++ b/examples/optimisation/xnes.ipynb @@ -25,58 +25,44 @@ "Running in sequential mode.\n", "Population size: 6\n", "Iter. Eval. Best Current Time m:s\n", - "0 6 2868591 2868591 0:00.0\n", - "1 12 2868591 3361768 0:00.0\n", - "2 18 2868591 3614739 0:00.0\n", - "3 24 2868591 4791992 0:00.0\n", - "20 126 119073.5 676714.8 0:00.0\n", - "40 246 102523.5 102639.2 0:00.0\n", - "60 366 102447.3 102447.3 0:00.0\n", - "80 486 102447.3 102447.3 0:00.0\n", - "100 606 102447.3 102447.3 0:00.1\n", - "120 726 102447.3 102447.3 0:00.1\n", - "140 846 102447.3 102447.3 0:00.1\n", - "160 966 102447.3 102447.3 0:00.1\n", - "180 1086 102447.3 102447.3 0:00.1\n", - "200 1206 102447.3 102447.3 0:00.1\n", - "220 1326 102447.3 102447.3 0:00.1\n", - "240 1446 102447.3 102447.3 0:00.1\n", - "260 1566 102447.3 102447.3 0:00.2\n", - "280 1686 102447.3 102447.3 0:00.2\n", - "300 1806 102447.3 102447.3 0:00.2\n", - "320 1926 102447.3 102447.3 0:00.2\n", - "340 2046 102447.3 102447.3 0:00.2\n", - "360 2166 102447.3 102447.3 0:00.2\n", - "380 2286 102447.3 102447.3 0:00.2\n", - "400 2406 102447.3 102447.3 0:00.2\n", - "420 2526 102447.3 102447.3 0:00.3\n", - "440 2646 102447.3 102447.3 0:00.3\n", - "460 2766 102447.3 102447.3 0:00.3\n", - "480 2886 102447.3 102447.3 0:00.3\n", - "500 3006 102447.3 102447.3 0:00.3\n", - "520 3126 102447.3 102447.3 0:00.3\n", - "540 3246 102447.3 102447.3 0:00.3\n", - "560 3366 102447.3 102447.3 0:00.4\n", - "580 3486 102447.3 102447.3 0:00.4\n", - "598 3588 102447.3 102447.3 0:00.4\n", + "0 2 1891033 1891033 0:00.0\n", + "1 6 1588996 1588996 0:00.0\n", + "2 11 430898.1 430898.1 0:00.0\n", + "3 16 430898.1 1.48e+07 0:00.0\n", + "20 117 105591.9 108344.6 0:00.0\n", + "40 237 105214.9 105219.1 0:00.0\n", + "60 357 105213.3 105213.3 0:00.1\n", + "80 477 105213.3 105213.3 0:00.1\n", + "100 597 105213.3 105213.3 0:00.1\n", + "120 717 105213.3 105213.3 0:00.1\n", + "140 837 105213.3 105213.3 0:00.2\n", + "160 957 105213.3 105213.3 0:00.2\n", + "180 1077 105213.3 105213.3 0:00.2\n", + "200 1197 105213.3 105213.3 0:00.2\n", + "220 1317 105213.3 105213.3 0:00.3\n", + "240 1437 105213.3 105213.3 0:00.3\n", + "260 1557 105213.3 105213.3 0:00.3\n", + "280 1677 105213.3 105213.3 0:00.4\n", + "300 1797 105213.3 105213.3 0:00.4\n", + "320 1917 105213.3 105213.3 0:00.4\n", + "340 2037 105213.3 105213.3 0:00.5\n", + "345 2061 105213.3 105213.3 0:00.5\n", "Halting: No significant change for 200 iterations.\n", "Score at true solution: \n", - "102500.56989505567\n", + "105263.0152210216\n", "Found solution: True parameters:\n", - " 1.50022929267254763e-02 1.49999999999999994e-02\n", - " 4.99658819531738970e+02 5.00000000000000000e+02\n" + " 1.49945346194488589e-02 1.49999999999999994e-02\n", + " 4.99776874705865566e+02 5.00000000000000000e+02\n" ] }, { "data": { - "image/png": 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lmRDxJBiHsZJsGrLLxLDM3Zldpgm7TBP2mgbsN9HkElTm9scPac3ibQdJS80uc5kQu6c46/GLO7F5X+ZpJYWzWkTw0KgOpTYrPZVPx/Ur0iLplkGtmJ6QzPaTxArQukEdruvb4pRJAaBuiI2sU1So928dzY6D2VzfrwXrU47yR/ox1qUc5bVre7Jke1qJm/kAYiNCiW9cl8b1gtmwt5SNAuOHtOH6fi3ZlppF/TD/jH7ozyuFxsC33htMbMBnxpg5IrIamC4itwJ7gKsAjDGbRGQ6sBlwAhNO1vJIqdrC6S6oYCw7KRjiZS/nWNbRz7KVXpZtRInnQHjEhLPJ3ZKP3Bewxd2CzaYlSaYpzjP8+T88qiP7Mk6wPTWb+qH2Eu3/AQa2acBvezLo0KSe72a4+Ebh7DhY9sF50vB4mkeGUTfE7utmw26VEjexiZS8N+DFq7pjtwr9W0czbnAr3vvF0yzWYhGaRYSWSArBNgu5hT7Ln/7vXADOadeQIe0acsugOO787HdmbdjP+2N7++6ABrBZTl2E1bNFBLcMLhid8I1FiaxLOUqLqDC6NK3HV2sKlt369EgSdh/xtR5zltLqqfBb1gm2cVaLyBLLVBS/JQVjzE6gRGN7Y0w6MKyMdZ4BnvFXTJXFarXStWtX3+vvvvuO6667jmXLlrF7926WLVvm6+pCqVPJdXgOXklpx/hp60Hf9GDyGGJZz3mWtZxjXUcz8TTb3OluwgJXLxJMOxLc7dlpYiitLP7JSzrzeKH6iXxPXNyJp2dtKdIk86vbB3BloXqKIG+Fd4PwIF9SaFo/hH1HPXfAX9Erlmv7taBZRCjtGoeTcdzBHee24Yq3PHUgr13bk18TD3EoO48FWzx3FU8a3s63/fyro4iwINKK9RzasUlB0VS+TjH16NS0HgCPXtTJlxQAnruiG32fXVhk+eZRYSQezObGAS2LtPefdktf3/OXr+nBv67oSr0QO5/d1o9Q7z0N+ZX6i//vXJpFhiLAb3syuPq/BZ9P/dCiZ/G3n9OGc9o1pEuz+nRtVp+OMfX46zuedjUhdiuD4wv6Mcv/3B8Z1ZFhHRsx9N9LsJYjEVUUvaPZD0JDQ0t0U7FsmefHsHv3bj777DNNCsrneJ6TIKsFm9VCamYOjeoGk3HcQb1QO78mHuLGqQWlqIu37OVcywYusS5nhCWBOpJDtgnhF3dXXnNfzhJXd/ZTvg4MG9UtWj7ev3UUL17VndjIMOZuSvXdLdw9tj6946IAz4EfPGX13/y+l+ZRYSSlHWNM/5Y8fVkX370QwTYLTSNCAU85/HtjPU3ibxoYx4fLdjO6awwXd2/K0RMOuj85j7I0rhdcJCl8dfsAWkbXoc8zRSt7i3eGN+G8NnRtFuHZz3ohJDw6nNd/SqRxvRCem7OVhuHBJB7M5vxOjTk7vmGp7223WnytvQa2KTho92sVxawN+4kIs/vm920VxdxJQxjx8lIA6oYUTQpWi/i6rrBYhH6ty/4f5SeFjjH1fHdcV+aIh5oUKkl4eDjZ2dlMnjyZLVu20KNHD8aOHcs999wT6NBUJfh4+W5W7T7Ca9f2LDGv02NzuaBTY+4c2pZLXv+VZy/vysPfbmBgm2jfTVtxsp/rrQu5wrqUKMnmqAljWcgQpmX1YqW7Y4nK3i/H9/ediQL85axmPHFJZ3o9Pd9XHFO8eet9F7QnNjIM8NzYNW9zKqO6xhDmPTCtfHiY7yD1l7Oa0aBuMAPbRDP1l11c1L1o5XZwKT2WAjx2USceGd0Ri/fMt6xeQfu2imLc4Fbc0L+lry8kwJecvrp9APM2p/paVhV/v/tHdCjyukF4ME9c4ukL7Y5z2/DvedtYvjOdGG+SOx0vXtWdO85tQ0RY0XqX9k3qsvHJEaxPzqBh3fJVSJf2OQ3r2JhlSem0jA4jxFuMVokXCjU8Kfw4GQ5sqNhtNukKF0456SL5YxQAtGrVim+//dY3b8qUKbz44ovMnDmzYuNSVdo/vD1rnte+IX85K9Y3Pb9v/XmbU2nVsA4Ai7Z5ioiWJ6VxgWUNY6zzOdu6EYexMs/di29cZ7PU3Z3z28XyS6GWSLMmDmb0q55ed0s7E61X7Ow1rkEd3/PWDevQx3vABc/Z9Q3ezuryNa5XcAAVEc5p5znD/ts5bUq8V3hI6YcWi0WwFCrKKqtLbZvVwqMXdcIYw/COjUhKO8ZF3WJ883vHRdE7LsqXFBqUs1VQvknD23Fx96a0bVT3tNYDCA2yFumwrrDwYBsD2zYodV5xG58cUWoD21sGxfGXns2IrBPE8TxPhXbhz97fanZSCJDSio+UArh3+roiSWHXoWO+5/9d4jnALdq8l8sty/m77XviLXtJMQ14wXE1013nkkYEAFNv6k3XZhG+5qlfjO9f4sy1sNxSKqjbNgrn5wfOI9huoW5wxbZkKc94DHDqSlsR4b2xfcqc/9wVXdmbkeO7gikvq0Vo1/j0E0JFCg8u/fArIkTW8fwvw4JsPHdFVwaVM9FUhJqdFE5xRq9UoBVuuSO4uczyK/favqK5JY0t7ubclXcns939cFH0oDe0Q2OchSpI+7eOLlEhW1h+ZbWnc7WCCuTmUWEVtCdn5s+Wlf+1T83v1aCy97FmJ4UqqG7dumRl/fmbclT11vbh2dQPtft6yxxo2cjDts/oYtnNBnccj+eN5Sd3T052B6/NW/TSMcbT6ibYe29AaS1Vzo6vvDNNVb1pUqhk3bp1w2az0b17d2666SataK6FMnMcON2G9GN5NCGdJ+3TGGFNIMU0YGLeBH5wD8CUs1f7H+4cTAvv2X5+M9E6xYpSVj8ynAbhnuII471K+PmB8ypqdypEedr+q8qhScEPsrNL3qCTP81ut7Nw4cIS81XNVbwL5j3px7HgZox1Pv9nm44NF885rmGqayStmkRjyugOOjYylAnntWVbofldYwsqPEPsVu4f0Z7zOxUde7hwS5iLujXl29/3nlGrm/L4/R/n4z7N7vg/vrUvcdF1Tr2gqhSaFJTys6eLDbxy++vf8mXQG/SxbGepqyuPOG8h2XgO5Cfrw3/J/eed8iamCee19T1fev95ZOUWvdv4+Su78fCojr6ip4qWX0F6Osq6T0AFhl9HXlOqNkrYfdg3SDt4uq7Od4nlV2YHTaaDJHNv3u3c6JhMbngLZk30DMs6tEMj37L/HdOLz28rGP3udO9qbREdRuemRZtO2q2WcrehV7VTjUwK/hxNrrbTz9bjYGYOXZ+Yy6Z9RXuzTDlynCvfXs6j3230TasbbKNhiOHzRh/xatAb7DCxXJj3L75xDwGE2MhQOjetz7LJQ7l/RMFA7CM6N2FAm/LdnaxURalxSSEkJIT09HQ9ePmBMYb09HRCQirvRpqqav6WVLJynHxcbHjFY7meK4S5Gw+wYHMq61MyaMRhvg17hgGZc3jVeRlX5z1Giim4IvjPX3sA0DQiFJvVQmdvHz75nr60MxOHxft3h5TyqnF1CrGxsaSkpJCWVnEDa6gCISEhxMbGnnrBGi7H2+4/f+D3fPl1Alm5TsZ9lMBZsp3Pg14mIiePr+On8NKGkm3OWxarZP3m7wOL1C2MGRBXwdErVbYalxTsdjutWrU69YJK/Qn5dQaFk8Jve45wwNtLKMBwyxpet7/KARPFvB7/JS20NbCDIe0ack2f5jSqG1xqxXJ57wZWyh9qXFJQqjLkJ4XQQkkhf2hMgKuti/iX7T02mFbckvcAo9zNiPXeP9C6QR1GdY1BqaqoxtUpKFUZ8pOCCMzZuL/IGf/frD/wvP1dfnV34bq8RzlMPZwu4+sR83Tb8StVmTQpKHUG8juYe2n+dm7/5DeWbPf0bHq79Xsesn/O964B3Oq4n+OEEBcdxgMjO/j6/M/vh0ipqkiLj5Q6A8XrArYdyGacdRaT7V8wwzWQexx/x+0955o0vB1RdYJoWt8z6MzejBOVHq9S5aVXCkqdgeL1w6nzX+ZR+6fMdPXjXscdvoQABQOpdG8eAcAlPYoOSKNUVaJXCkqdgcL3wVxsWcYT9o+Y4+rDJMeEEt1c59+AFlUniF3/GlWpQysqdbr0SkGpM5A/pGV/y2ZetL/NSncH7nZMwImtyHjBT1/aucjgN5oQVFWnVwpKnYFcp4t4SeEd+0vsMY25Le9ecvEc/L+/cxArktK5aZDeL6OqH00KSp0Be+5hPgh6nhMEcVPeA2QS7pvXvnFdOjSpd5K1laq6NCkodZqyjp/gtgNP0ZCjXJH3OHsp2vWzFhGp6kyTglKn4emZm4lZ8RTjbOu413E7G01rGtcLJjWz7PGRlapOtKJZqVNIPJjFw99uIMfhIn3Zx4yz/cgHzhHerq8hO8cZ4AiVqjh+v1IQESuQAOw1xlwkIlHAl0AcsBu42hhzxLvsQ8CtgAuYaIyZ6+/4lDqV4S8tBWDlquXMDHqPle4OPOO8HoC6ITZeuroHcdFhZOY4sFn0PEtVb5VRfHQ3sAXIr3mbDCw0xkwRkcne1w+KSCfgGqAz0BRYICLtjDGu0jaqlD/lOFzcOHUVj4zqCEAwebxuf43jBHNn3l04sdGlWT1m3nV2gCNVqmL59bRGRGKB0cB7hSZfCkzzPp8GXFZo+hfGmFxjzC4gEejrz/iUKsva5AxW7TrMLR+uBmCy7XM6WvZwn+N20ogEoHNM/ZNtQqlqyd/Xui8DDwCFewBrbIzZD+B9zB+CqhmQXGi5FO+0IkRkvIgkiEiCDqSj/OVEnucCNf1YHsMsa7jZNpf3nRey2N0TgKt7x/LEJZ0DGaJSfuG3pCAiFwEHjTFryrtKKdNK9DFsjHnHGNPbGNO7YcOGpayi1J+XmeMAoAFHecH+Xza5W/Kc8xrf/Icu7EhokA6Go2oef9YpDAIuEZFRQAhQT0Q+AVJFJMYYs19EYoCD3uVTgOaF1o8F9vkxPqWKcLjcpGXl0jQilD/SjwOGp+1TqUMOdzsmkIcdgNWPDCeyTtDJN6ZUNeW3KwVjzEPGmFhjTByeCuSfjDE3AN8DY72LjQVmeJ9/D1wjIsEi0gqIB1b5Kz6linvqh80MnPITWTkO1qcc5SLLCi60ruY/zitJNAXjUjesGxzAKJXyr0C0n5sCnC8iO4Dzva8xxmwCpgObgTnABG15pCrTvM0HAPhxwwGSk//gKfsHrHW35l3XaJ69vGuAo1OqclRKUjDGLDbGXOR9nm6MGWaMifc+Hi603DPGmDbGmPbGmB8rIzal8gXbPHUED3y9nom5b1OHHO533I4LK6O9YyqH2PU+BFWzaTcXSnk5XJ5GcsMsaxhtXcXv8Xdxd9eLGdG5CXarhV8nDyXUrpXLqmbTpKCUV1aOkxByedI+je3uZqR0GsfF3QpGSWsWERrA6JSqHHotrJRXdq6Tu2zfEiuHeNRxC+FhYYEOSalKp0lB1TqDn/uJe6evLTLtWK6TNrKX26yz+Np1NqtMR4Kt+vNQtY9+61Wtk3LkBN/8ttf3elnSIZ6ZtZl/2j7gOCE867gOgDaNwsvahFI1ltYpqFrvundXcollGQOCNvOw41bSqc/uKaMDHZZSAaFXCqpWM8YQTB4P2j9nozuOz13nBTokpQJKrxRUreVwuZm3KZVx1tk0k3Tuzfs7Rs+TVC2nSUHVWk98v4l5K9exOHgGc1x9WGk68uDIDrSI0lZHqvbSpKBqDWMMz83Z5nu9aOtB/s/2P+w4+ZfzWgDuOLdNoMJTqkrQpKBqjT/Sj/P2kiTf6+Z5iVxlXcL7rgvp1u0sLorSm9OU0qSgag0pNmLHnc6PyLDU4TXnZcy8oD0torXYSCmtVVO1hqVQVhho2cjZ1o284byMTMIJCdKfglKgSUHVAkeO5fGXN39l16Fj3imGB2xfstdE84lrOABhQXrRrBRoUlC1wI8bD/DbngxeXrAdgAssCfSwJPGK8y/k4hlBLcSmPwWlQJOCqgVCvUVD+4/mYMHNfbb/keSO4WvXEN8yNu3nSClAk4KqBWyWgqRwqeVX2ltSeMl5FS48YyN0aFI3kOEpVaVoUlA13gmHZ1RXO07usX3FRnccs919ffOtFilrVaVqHU0KqsZ76JsNAPzVuogWljRecP4Vg4Wre8cCRVslKVXbaVJQNZ7L7en07k7bd6xyt2eJuxtX9Yrlr31aAGDRKwWlfDQpqBrrp62pJB8+DsBV1iU0kSO87LwCEHKcbiLC7AB0j60fwCiVqlq0cbaqkYwx3PJhAg3Cg4kOgfvss0nIbccyd2faNgrnoQs70DQilG//PpDOTTUpKJVPrxRUjXT0hAOAQ9m5jHIvJtKRynf1rgeE/1zdg6YRnn6OeraIJEjvUVDKR38NqkY6lJ0LQF274Ta+5UB4J9YH9wLAZUwgQ1OqStOkoGqkg1mepHC57VdaWNJYE3cbFu/9Ci63JgWlyqJJQdVIh7LzsOJinPmGje44DjY5l5beXlBD7Pq1V6osWtGsaqS0rFwutiynBQcY77yHoUE2nr28K8M7NtaKZaVOwm+nTCISIiKrRGSdiGwSkSe906NEZL6I7PA+RhZa5yERSRSRbSIywl+xqZrN5Ta8NHcLd9m+ZYu7BfPdvRgc34A6wTYu7t400OEpVaX58zo6FxhqjOkO9ABGikh/YDKw0BgTDyz0vkZEOgHXAJ2BkcCbImL1Y3yqhvph3T7OcS2njWU/rzkvY8XD5xMbqQPoKFUefksKxiPb+9Lu/TPApcA07/RpwGXe55cCXxhjco0xu4BEoKCDGqXKafuBTO6wfc9OdxPmuPsSHqylpEqVl19r3ETEKiJrgYPAfGPMSqCxMWY/gPexkXfxZkByodVTvNOKb3O8iCSISEJaWpo/w1fVVMNDK+hq2c07rotwYyEsSC84lSovvyYFY4zLGNMDiAX6ikiXkyxeWgc0JdoOGmPeMcb0Nsb0btiwYQVFqmqSwamfcNBE8K1rMACiHd4pVW6V0jbPGJMBLMZTV5AqIjEA3seD3sVSgOaFVosF9lVGfKpmyHG4ePztT4jPTmCqc6RvVDWlVPn5s/VRQxGJ8D4PBYYDW4HvgbHexcYCM7zPvweuEZFgEWkFxAOr/BWfqnke/mYDffZ+TKYJ5VPv2MuThscHOCqlqhd/1sDFANO8LYgswHRjzEwRWQ5MF5FbgT3AVQDGmE0iMh3YDDiBCcYYlx/jUzXEH+nH+Pq3vSSs/Y0XglbyrusisvC0Npo0vF2Ao1OqevFbUjDGrAd6ljI9HRhWxjrPAM/4KyZVM43/aA3bUrP4p20mTqy87xwJwAc39wlwZEpVP3q/v6r2jp5w0ICjXGVdyjeus0kjkkZ1gzmvfaNTr6yUKqLcSUFE6vgzEKVOV67TU7rodLu5yTYHO07ecV0EQLD2b6TUGTnlL0dEBorIZmCL93V3EXnT75EpdRLTE5Jp/+gcVu06TJDrOGOs85nj7sMuEwPARd20OwulzkR5Tqf+A4wA0gGMMeuAIf4MSqlTWZecAcDmfUe53D2f+nKct50X++bff0H7AEWmVPVWrmtsY0xysUnaKkgFVN0Qz/jKKYcyuYFZLHN1Yr1pA8D5nRpjsegNa0qdifK0PkoWkYGAEZEgYCLeoiSlKlue082cTQdwutwAHF31CTH2wzzoug2AZZOHElVHb1pT6kyVJyncDryCpx+iFGAeMMGfQSlVljcXJ/Lygh00rheM4Ga8dRab3C1Z6u7GM5d38Y29rJQ6M6dMCsaYQ8D1lRCLUqeUP/ZyamYuwyy/E2/Zy8S8CTw6uhPX92sZ4OiUqv5OmRRE5ANK75juFr9EpNRJBFkLejwdb5tFimnAbHc/BofaAxiVUjVHeYqPZhZ6HgJcjnZUpwIkyOZpG9FTdtDPspWnHGNwYiPYpvclKFURylN89HXh1yLyObDAbxEpdRL5SWG8bSZHTRhfuM4DwG7VpKBURTiTX1I80KKiA1GqPKwixMl+RlgS+Nh1PjcM6QRAx5h6AY5MqZqhPHUKWXjqFMT7eAB40M9xKVWqPJeLcdbZOLAyzTmC1aM6cs/wdoTq6GpKVYjyFB/VrYxAlCqPQwf2cpev47sIAE0ISlWgMpOCiJx1shWNMb9VfDhKle65OVt5a3ES99i+IsTm4D3XqECHpFSNdLIrhX+fZJ4BhlZwLEqV6a3FSYSQyxjrPOa7epFkmgU6JKVqpDKTgjHmvMoMRKlTucq6hCjJ5r/O0QB8Nq5fgCNSquYp18hrItIF6ITnPgUAjDEf+SsopQp7c3EiVjwVzL+525JgPD2ghof4czRZpWqn8rQ+ehw4F09SmA1cCPwCaFJQfjV7w35eXbiDrQeyGG1ZTUvLQZ7Nux5PQzi9N0EpfyjPr+pKPGMqHzDG3Ax0B4L9GpVSwKQv17L1gKdF9HjbTHa6mzDf3cs336bdYytV4cqTFHKMMW7AKSL1gINAa/+GpRTYvQf9/pYtdLfs5D3XaNyFvrK5TnegQlOqxjpZk9TXgc+BVSISAbwLrAGygVWVEp2q1azepDDeOpNDph5fu872zWtSL4TWDXXYcKUq2snqFHYALwJN8SSCz4HzgXrGmPWVEJuqxZwuN5k5TuIlhaHWtfzbcSW5FAyes+LhYQGMTqmaq8ziI2PMK8aYAXjGYz4MfAD8CFwmIvGVFJ+qZRIPZhE3eRbjPkoAPFcJx00wH7vO57IeTQMcnVI13ynrFIwxfxhjnjPG9ASuw9N19la/R6ZqpbmbUgFYvC2NxhzmUuuvTHedwyUDujDlim4AxDcKD2SIStVo5WmSagdGAtfgaYW0BHjSz3GpWsrlLhjPaZxtNhYM77lG8d2weELsVn558Dzq64A6SvnNySqazweuBUbjqVj+AhhvjDlWSbGpWsjpTQoRZHGddSEz3AOZ+8QY6gR7vqqxkWGBDE+pGu9kxUcPA8uBjsaYi40xn55OQhCR5iKySES2iMgmEbnbOz1KROaLyA7vY2ShdR4SkUQR2SYiI854r1S15XJ7mpneZJtLHcnlbeclvoSglPK/k1U0n2eMedcYc/gMt+0E7jPGdAT6AxNEpBMwGVhojIkHFnpf4513DdAZT3HVmyKifSLXMk63oQ4nuMk6l7mu3uwwsYEOSalaxW/9BBhj9ud3r22MyQK2AM2AS4Fp3sWmAZd5n18KfGGMyTXG7AISgb7+ik9VTQeO5nCddSERcow3nZcEOhylap1K6TxGROKAnsBKoLExZj94EgfQyLtYMyC50Gop3mnFtzVeRBJEJCEtLc2vcavKY4whK8fBpj8OMs42m19cnVln2gY6LKVqHb8nBREJB74GJhljMk+2aCnTTIkJxrxjjOltjOndsGHDigpTBdinK/fQ9Yl59M2cS2PJ4E3XpfRrFcWi/zs30KEpVav4NSl4m7N+DXxqjPnGOzlVRGK882Pw9KUEniuD5oVWjwX2+TM+VTUYY3h+zlasuPib9Qc2STzL3J0Z1LYBrRpoVxZKVSa/JQUREeB9YIsx5qVCs74HxnqfjwVmFJp+jYgEi0grIB7tY6lW+HxVMpk5TkZbVtDScpD1rW4FhGYRoYEOTalax59t/QYBY4ANIrLWO+1hYAowXURuBfYAVwEYYzaJyHRgM56WSxOMMS4/xqeqiF+TDiG4ucP2PYkmlkuuvpWsVclc1lOH3FSqsvktKRhjfqH0egLw3Bld2jrPAM/4KyZVNR3OzuMCSwIdLck8zF08GxLE+CFtAh2WUrWS3hWkAmr3oWOs2JnG7KBvSHLHsCjo7FOvpJTyGx3PUAWEMYbEg1mc++Ji71XCHl51Xs57t/QPdGhK1WqaFFRA/JqYzvCXliK4mWT7miR3DD+4B9K5af1Ah6ZUraZJQQXEgcwcAEZ46xJecf6lyFCbSqnA0F+hCoh9GSeKXCXMdA/g6t7az5FSgaZJQVW6RdsO8tL87Yy0rKZDoauEKX/pFujQlKr1NCmoSrdkWxqCm7tt35DobspM9wAALJayWjArpSqLJgVV6T5ctptLLcuKXCUopaoGvU9BVbogHNxn+x8b3XHMdPdnYJtoLu7eNNBhKaXQpKAqWa7TxXXWhTS3pPFw3q0YLHxwcx+CbTqeklJVgSYFVWncbsPF/57DZ7bv+NXVmZ/dXZl6U29NCEpVIVqYq/zK5TbsyzgBwIItqYzK+ooGkslzzmsAYWiHxoENUClVhCYF5Vf/mr2FgVN+4lB2Lg99/BPjrLOZ5erLeqMd3ilVFWlSUH41d/MBwNMM9S7bt4SQxx/d7wtwVEqpsmidgvKrHIcbgLe+msWcoAV87hrKlSPOpWfPY8Q1CAtwdEqp4vRKQflVrsMFGB6zfcwxQnjJeSWhdisD2kQTU19HVlOqqtGkoPwqM8fJUMvvDLFu4GXnFRyhHqF2bW2kVFWlSUH5zcGsHOw4edT2CYnupnzsOh8Am1W/dkpVVVqnoPxm6/4sxlrn0tpygLF5D+LUr5tSVZ7+SlWFc7kNby5KpLElg4m2b/jJ1YMl7u6BDkspVQ56Ha8q3PKkdP49fzuhPz1KME6eco4JdEhKqXLSpKAqnNUinGNZx8XWFbzhvJTdJoYOTeoC0CJKm6EqVZVp8ZGqcK7cYzxtm0qSO4a3XRcDYLMKu6eMDnBkSqlT0SsFVaGychys++wRWljSeMR5K3nYARB0AB2lqgNNCqpCJa5fwXjrLL5yDWGFu5Nvug6qplT1oElBVYjdh44RP3kGITP/Tgbh/NNxfdEFRLOCUtWB35KCiEwVkYMisrHQtCgRmS8iO7yPkYXmPSQiiSKyTURG+Csu5R9zNx3gTtu3dLTs4SHHODKoG+iQlFJnwJ9XCh8CI4tNmwwsNMbEAwu9rxGRTsA1QGfvOm+KiPaFUI3YDqxlgnUGX7vOZoG7F8M7Nioyv29cZBlrKqWqEr+1PjLGLBWRuGKTLwXO9T6fBiwGHvRO/8IYkwvsEpFEoC+w3F/xqYqRmeNgxbZ9DN70GIekPk86xvDqtT1Zl5wBwKOjOzKkXUNaN6gT2ECVUuVS2XUKjY0x+wG8j/mnk82A5ELLpXinqSrsRJ6Lbk/M48D/7qO9JYUHHePJJJzRXWMIsnm+WrlON+0a19X+jpSqJqrKL7W0WkhT6oIi40UkQUQS0tLS/ByWKsuh7Fw6PjaHkZZV3GibzzvO0b6uLKwWoV3jcACaRWj32EpVJ5V981qqiMQYY/aLSAxw0Ds9BWheaLlYYF9pGzDGvAO8A9C7d+9SE4fyv9/3ZBAraTxvf4e17ta84Pwr4cE2YiM9SeCyHs1oFhFGH61LUKpaqewrhe+Bsd7nY4EZhaZfIyLBItIKiAdWVXJsqpzSs3OZunQ7r9pfAwx3Oe7CgY3vJgxkzqQhAIgIfVtFIdoUValqxW9XCiLyOZ5K5QYikgI8DkwBpovIrcAe4CoAY8wmEZkObAacwARjjMtfsanT0+bh2TSPDGX/0RyGd2xMt9j6jEp5mbNsiUzIm0iyaQxAg/DgAEeqlPqz/Nn66NoyZg0rY/lngGf8FY86My8v2I7LbdidfhyAWRv2MzL3Ry62LeBt58Vcf8vdDD58nNHdYqgXYg9wtEqpP0s7xFMlGOOpqhERXl6wo8i83rKVkXteYrGrO887/8rOtg0YGIgglVJ+oUlBldDqodmM7hbDgNbRRabHShpvBb1MsrsBEx134q4yjdeUUhVFk4Iq1az1+5m1fr/vdSSZTLNPIQgntznuIxO9GU2pmkiTgioiv+iosFBymBr0Is3kEDfkPUSS0fsKlaqpNCmoIhyuoknBhpM37K/STZK4wzGJBNPBN09HUVOq5tGkoIrIcRa0BLbh5FX76wy1ruVhx63Mc/cpsuxP951T2eEppfxMawpVETkOT1LITwijrKt4yjGGz1wlWxJrf0ZK1Tz6q1ZF5Drc2HDymv01X0KY6rqQgW2iT72yUqra06RQy7ndxle5vDwpnStfmcdU+wtcaF3Nk96E8OQlnfl0XL8i600c2jYQ4Sql/EzrFGqhwjen9f/XQhrXC2FIuwZMX7SGD4Kep4NlDz93fIKHr7ybx0spIto9ZXRlh6yUqiSaFGqJF+ZupVNMfT5esZsVOw8DcOd5bTmYlcvBrFxO7NvEN0EvEC2ZjHP8H8+MuB271hkoVetoUqgFliel88aipBLTX1+UCMCFlpW8aH+b44RwTd6jrDdtdBwEpWopTQo1mDGGn7Ye5NZpCaXOt+DmftuX3GH7gd/cbbkjbxKpRFVylEqpqkTLB6qp5MPH+fDXXSWmO11ufttzBID3f9lVZkKIlYN8GfQUd9h+4BPnMK7J+4cmBKWUJoXq6ob3V/LED5s5etxRZPpzc7bylzeXsT01ix8K9V1UwHCVdTFzgibTXpKZlPd3HnXeyncThzKorTY7Vaq206RQTaVn55U6/d2fPVcPmScc1A8tOr5BrBxkqv0FXrC/w0bTigtzp/CdezC/PHgenZrW49Nx/f0et1KqatM6hUqQcTyPLfuzGFCBN4C53J5mpZk5DkKDrDw/ZytjB8b55tutFqzekTDtOLnNOouJtm9wYuUpxxg+dI3wdX3dtH5BpfKCe8+hTrC11Pf88e6zqROkXxmlajL9hVeCmz9cze97Mtj69EhC7KUfcAtzuNzM25TKqK5Nyhzj2OW91+Ds5xfRrnE421Oz+XHjAd/879buZfG2VC6xrOA+23RaWg4y29WXpxxjOEDR5GSxFLxH20bhZcbVMabeKWNXSlVvmhQqwaZ9mYDnYF+epPDi3G38d+lOPrm1H4PjG5S6jNtd0Jvp9tRsAPZmnPBOMSQtn8H3QV/S1bKbLe4W3Jj3IEvd3X3r1A+1c/SEgyt7xZ7hXimlaiJNCpUoz+k+6fw5G/fjcBmWbE8D4FB2LgezcmhUN6TEsk53yXEPLLgZZVnJ7bYf6GLZTYppwKS8vzPDPRBTrPooNjKUoyccXNCp8Z/YI6VUTaNJoRLllpIU3lqcRN0QGzf0b8ntn/xWZN6kL9cCMO+eITSPDOOS13/hoVEdGNqh6IE8ikyusC7leutC4iypJLljuN8xnhmuQTjFTr/WUb67mAHeuO4s/jh8jE37MokIC6r4HVVKVVuaFCpRaVcKz83ZCsAN/VuWud4F/1nKgnuHsONgNrd8mMDWp0dixcUAy2b+al3ECMtqgsTFKnd7/pV3HfPcvQquDIynLmDFzsOEBVk5t31DRneLwe029GsVTa+WkX7ZV6VU9aRJoTJ4S3pW7EwnNTOHTk3rUTfEfvJ1isnOdWHBTT/LFr568n1WBq+mgWSSYerwsesCPnedR6IpWj9wTruG3DwojjV/eG5m+9uQNtw9PB7wVC5rQlBKFadJoYIt2Z7G3iMnuK5fixLzJn+zAYCRnZvw9phevL2kZH9ExTXkCOdY15P7xbskBK8mSrI5boJZ6O7JTFd/Frt7MGZwe/o6XCSu3FNk3X9e1oXmUWFsPZAFQHauo7S3UEopn1qdFHIcriKtgXYfOkbTiFCCbKe+p8/tNry+KJEx/VtisQiLth7ksp7NGDt1FQAjOjdGRIiqU7LMfuehbDJzHEz5catv2vKkdMAQK2n0lu30smynt2UbHS3JAKRl12eRuycLXT35yd2THIIB6N48gkcv6gTAZ8WSQmiQZ9/Cgz3/5uxcF0opdTK1Nin8uGE/d3z6G/PvGULGCQdLtqXx+qJEWkaHseT+8ziW68TpMtQLtZHwxxH+PW8b3WIjuGd4O0KDrCxLSuel+dvZsPco8zenAnBWi4LimNd+SuTDZbt598beJd47uk4wPZ6YQ2s5QAfZQwfLHqxfvsKq4G00kgwAsk0Iv7vb8pxjEEvc3dhiWpRoQQRgK3SPwSe39mNdSgbBNgv/nLXFlwwu69mMn3ekcfew+Ir8CJVSNVCtTQrv/eLpDiIl4wQ3f7DaN/2P9OP0fWYBB7NyS6yzYudh3v15J4nPjOLOzz0thfITAkBadq6v/f+Hy3YjuFm/eQt9ZDNNrQeIkwO0lFTiUlJpE7yPUPF0VeE0FpJymvKL6cJv7njWuNuxzTTHjYXYyFBSjpzwvcfQDo1Iy8plw96jAFgLJYXB8Q189zWMO7u1b3p4sI3/jimZnJRSqrgqlxREZCTwCmAF3jPGTPHH+6Rm5gDw6LcbS8wrLSH4GDdrt++m/olkWko2EXKMaI7SRI6w+b1pTOEwTYKO0EiO0IgM7Btdvk/ZYawkm4b8YRqzwt2RLe6WbDUtSDRNyaX0pqGRYUH0ahnJjLX7AHjz+rMIsVuZvzmV2z5KwG4t/Y5npZQ6E1UqKYiIFXgDOB9IAVaLyPfGmM0V+T6HDh2ixdHVdLTkEJaZwxBrLmHkUIdcwiSHMHKpIzmE4XleT44TQRYRcoz6HMPyhWFJcMntZpowDphIUk0kSaYzqSaC/Saa3aYJu01j9ptoXJR9R/MHN/cpctUCnmasrkI3quXXgeQnA6tF+zRUSlWcKpUUgL5AojFmJ4CIfAFcClRoUshM2cRnQc+WOi/H2DlOMMcJ4ZgJ4QTBZJowkmlIhjucDOqQYeqSYeqQQTgZJpzD1CXVRHKCknce57traFu2Hcji1Wt78ubiJF5duKPEMue1b0SdICvH8lz8+6ru3Pe/ddx7QTvSsnKZWawbbKfLkygK1ykopdSfVdWSQjMgudDrFKBf4QVEZDwwHqBFi5LNPsujVYeeTAx9lqQMOE4wx0wIxwnmBMEnPZM/ma7N6vPatT2Z8NlvpGbmcii7aBHUvee383Vud3Z8A19S+OdlXXj0u4IirJkTz2b1rsNc0SuWK7z9EhljiiwDEBHmuc+hTcM6ZxSvUkqVpqolhdJOe4t08mOMeQd4B6B3794lOwAqz5uE1OOfd4+n2xPzSsz7Ynx/rnlnRbm39d6NvbFZha7N6hMdHsysiWcz/KUlJZJC4d5O+8RFMeG8NryxKIm2jcLp2yqKni0iAGjVoA6tGtQpse73dw7C4Sq4I7p3XBQf3NyHQW1K7zBPKaXORFVLCilA80KvY4F9/nij0FJ6K339up70bx3NgnvP4d7pa1mfcrTI/Jl3Deai136hdYM6NKwbzLV9WzC8lA7l8g/eN/RvwScr9pSYD/B/F7Tn/E5N6NE8gul/G3DKeLvFRpSYdl77RqdcTymlTkdVSwqrgXgRaQXsBa4BrvPHG9mtRStov/37QHp67zNo2yicqTf1ofc/FwBw/4j2jB/SGrvVQtKzoxCKjkFQXGxkKH+kH2dk55gyk4KI0KN5RIXsi1JKVZQqlRSMMU4RuROYi6dJ6lRjzCZ/vd+Wp0bS8bE5AL6EkK9BeDDz7hlCy+gwgm0FVxXWclTsvn7tWazclU6zyNBTLquUUlVJlUoKAMaY2cDsyniv/G4gytKucd0z2m5knSBGdokh5cjxM1pfKaUCRRu5+1F5+lBSSqmqRI9afhRk1Y9XKVW9VLnio8r29R0D/XYDmF4pKKWqm1qfFPw50Ex+C6f83kqVUqqq06OVH9mtFh4e1UHvJ1BKVRuaFPxs/JA2gQ5BKaXKTQu9lVJK+WhSUEop5aNJQSmllI8mBaWUUj6aFJRSSvloUlBKKeWjSUEppZSPJgWllFI+YswZjWhZJYhIGvDHn9hEA+BQBYVTHdS2/QXd59pC9/n0tDTGNCxtRrVOCn+WiCQYY3oHOo7KUtv2F3Sfawvd54qjxUdKKaV8NCkopZTyqe1J4Z1AB1DJatv+gu5zbaH7XEFqdZ2CUkqpomr7lYJSSqlCNCkopZTyqZVJQURGisg2EUkUkcmBjqeiiEhzEVkkIltEZJOI3O2dHiUi80Vkh/cxstA6D3k/h20iMiJw0Z85EbGKyO8iMtP7uqbvb4SIfCUiW73/6wG1YJ/v8X6nN4rI5yISUtP2WUSmishBEdlYaNpp76OI9BKRDd55r4rI6Q1Cb4ypVX+AFUgCWgNBwDqgU6DjqqB9iwHO8j6vC2wHOgHPA5O90ycDz3mfd/LufzDQyvu5WAO9H2ew3/cCnwEzva9r+v5OA8Z5nwcBETV5n4FmwC4g1Pt6OnBTTdtnYAhwFrCx0LTT3kdgFTAAEOBH4MLTiaM2Xin0BRKNMTuNMXnAF8ClAY6pQhhj9htjfvM+zwK24PlBXYrnQIL38TLv80uBL4wxucaYXUAins+n2hCRWGA08F6hyTV5f+vhOXi8D2CMyTPGZFCD99nLBoSKiA0IA/ZRw/bZGLMUOFxs8mnto4jEAPWMMcuNJ0N8VGidcqmNSaEZkFzodYp3Wo0iInFAT2Al0NgYsx88iQNo5F2sJnwWLwMPAO5C02ry/rYG0oAPvEVm74lIHWrwPhtj9gIvAnuA/cBRY8w8avA+F3K6+9jM+7z49HKrjUmhtPK1GtUuV0TCga+BScaYzJMtWsq0avNZiMhFwEFjzJryrlLKtGqzv142PEUMbxljegLH8BQrlKXa77O3HP1SPMUkTYE6InLDyVYpZVq12udyKGsf//S+18akkAI0L/Q6Fs+laI0gInY8CeFTY8w33smp3stKvI8HvdOr+2cxCLhERHbjKQYcKiKfUHP3Fzz7kGKMWel9/RWeJFGT93k4sMsYk2aMcQDfAAOp2fuc73T3McX7vPj0cquNSWE1EC8irUQkCLgG+D7AMVUIbyuD94EtxpiXCs36HhjrfT4WmFFo+jUiEiwirYB4PJVU1YIx5iFjTKwxJg7P//EnY8wN1ND9BTDGHACSRaS9d9IwYDM1eJ/xFBv1F5Ew73d8GJ76spq8z/lOax+9RUxZItLf+1ndWGid8gl0jXuAavlH4WmZkwQ8Euh4KnC/BuO5VFwPrPX+jQKigYXADu9jVKF1HvF+Dts4zVYKVekPOJeC1kc1en+BHkCC9//8HRBZC/b5SWArsBH4GE+rmxq1z8DneOpMHHjO+G89k30Eens/pyTgdbw9V5T3T7u5UEop5VMbi4+UUkqVQZOCUkopH00KSimlfDQpKKWU8tGkoJRSykeTglLlICLRIrLW+3dARPZ6n2eLyJuBjk+piqJNUpU6TSLyBJBtjHkx0LEoVdH0SkGpP0FEzi00jsMTIjJNROaJyG4R+YuIPO/t236OtwuS/P7ul4jIGhGZm9+NgVJVgSYFpSpWGzxdeV8KfAIsMsZ0BU4Ao72J4TXgSmNML2Aq8EygglWqOFugA1CqhvnRGOMQkQ14BnSa452+AYgD2gNdgPneAbGseLo2UKpK0KSgVMXKBTDGuEXEYQoq7dx4fm8CbDLGDAhUgEqdjBYfKVW5tgENRWQAeLo6F5HOAY5JKR9NCkpVIuMZAvZK4DkRWYenJ9uBAQ1KqUK0SapSSikfvVJQSinlo0lBKaWUjyYFpZRSPpoUlFJK+WhSUEop5aNJQSmllI8mBaWUUj7/D9UtOklTWSlbAAAAAElFTkSuQmCC\n", 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\n", "text/plain": [ - "
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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -109,13 +95,14 @@ "# Perform an optimization with boundaries and hints\n", "x0 = 0.011, 400\n", "sigma0 = [0.01, 100]\n", - "found_parameters, found_value = pints.optimise(\n", + "opt = pints.OptimisationController(\n", " score,\n", " x0,\n", " sigma0,\n", " boundaries,\n", " method=pints.XNES,\n", - " )\n", + ")\n", + "found_parameters, found_value = opt.run()\n", "\n", "# Show score of true solution\n", "print('Score at true solution: ')\n", @@ -139,7 +126,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -153,7 +140,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.11.6" } }, "nbformat": 4,