diff --git a/examples/optimisation/adagrad.ipynb b/examples/optimisation/adagrad.ipynb new file mode 100644 index 000000000..768f175f7 --- /dev/null +++ b/examples/optimisation/adagrad.ipynb @@ -0,0 +1,532 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# AdaGrad local optimiser" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "XXXXXXXXXXXXxx" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example 1: finding the bottom of a parabolic valley" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As a first test we optimise on a parabola, centered at the origin:" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import pints\n", + "import pints.toy\n", + "\n", + "# Create a parabolic error function\n", + "error = pints.toy.ParabolicError()" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "# Evaluate the error function on a grid of points\n", + "X = np.arange(-2, 2.1, 0.1)\n", + "Y = np.arange(-1, 1.1, 0.1)\n", + "Z = np.zeros((len(Y), len(X)))\n", + "for i, x in enumerate(X):\n", + " for j, y in enumerate(Y):\n", + " Z[j, i] = error((x, y))\n", + "X, Y = np.meshgrid(X, Y)\n", + "\n", + "# Define a function to create a contour plot\n", + "def create_contour_plot():\n", + "\n", + " # Create figure\n", + " fig = plt.figure(figsize=(16, 8))\n", + " ax = plt.subplot(1, 1, 1)\n", + " ax.set_aspect('equal')\n", + " plt.xlim(-2, 2)\n", + " plt.ylim(-1, 1)\n", + "\n", + " # Plot the contours\n", + " plt.contour(X, Y, Z, levels=20)\n", + " \n", + " # Show where the optimum is\n", + " plt.plot([0], [0], 'x', color='red', label='optimum', markersize=20)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We choose a starting point and make a plot:" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Create a contour plot\n", + "create_contour_plot()\n", + "\n", + "# Choose a starting point for the optimisation\n", + "x0 = [1.8, -0.8]\n", + "\n", + "# Show the starting point\n", + "plt.plot(x0[0], x0[1], 'x', label='Starting point')\n", + "\n", + "# Show the whole figure\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we create an optimiser and use the ask-and-tell interface to let it walk a few steps.\n", + "The step size will be set using the `sigma0` parameter:" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Create a nice plot\n", + "create_contour_plot()\n", + "plt.plot(x0[0], x0[1], 'x', label='Starting point')\n", + "\n", + "# Create an optimiser\n", + "opt = pints.AdaGrad(x0, 1)\n", + "\n", + "# Create an evaluator to evaluate the error function\n", + "# Because this method requires gradients, we must pass in the EvaluateS1 function\n", + "e = pints.SequentialEvaluator(error.evaluateS1)\n", + "\n", + "# Walk a few steps, and plot the results\n", + "x1 = x0\n", + "for i in range(50):\n", + " xs = opt.ask()\n", + " fs = e.evaluate(xs)\n", + " opt.tell(fs)\n", + " \n", + " x2 = xs[0]\n", + " plt.plot((x1[0], x2[0]), (x1[1], x2[1]), 'x-', color='blue')\n", + " x1 = x2\n", + "\n", + "# Show the whole figure\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "ZZZZZZZZZZZZZZZZZZZZzz" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example 2: Maximising a difficult LogPDF" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We now try this method on the [\"banana\" twisted gaussian LogPDF](https://pints.readthedocs.io/en/latest/toy/twisted_gaussian_logpdf.html) (wrapped in a [ProbabilityBasedError](https://pints.readthedocs.io/en/latest/error_measures.html#pints.ProbabilityBasedError))." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Define a LogPDF (a 2-dimensional twisted gaussian)\n", + "logpdf = pints.toy.TwistedGaussianLogPDF(dimension=2)\n", + "\n", + "# Wrap an error around the LogPDF\n", + "error = pints.ProbabilityBasedError(logpdf)\n", + "\n", + "# Create figure\n", + "fig = plt.figure(figsize=(16, 8))\n", + "ax = plt.subplot(1, 1, 1)\n", + "plt.xlim(-50, 50)\n", + "plt.ylim(-100, 20)\n", + "\n", + "# Evaluate the error function on a grid of points\n", + "levels = np.linspace(1, 50, 20)\n", + "x = np.linspace(-50, 50, 250)\n", + "y = np.linspace(-100, 20, 250)\n", + "X, Y = np.meshgrid(x, y)\n", + "Z = [[error([i, j]) for i in x] for j in y]\n", + "plt.contour(X, Y, Z, levels=levels)\n", + "\n", + "# Show the optimum\n", + "plt.plot(0, 10, 'x', markersize=20, label='optimum')\n", + "\n", + "# Pick a starting point\n", + "x0 = [-40, -90]\n", + "plt.plot(x0[0], x0[1], 'x', markersize=20, label='starting point')\n", + "\n", + "# Create an optimiser\n", + "opt = pints.AdaGrad(x0, 1)\n", + "\n", + "# Create an evaluator to evaluate the error function\n", + "# Because this method requires gradients, we must pass in the EvaluateS1 function\n", + "e = pints.SequentialEvaluator(error.evaluateS1)\n", + "\n", + "# Walk a few steps, and plot the results\n", + "x1 = x0\n", + "for i in range(200):\n", + " xs = opt.ask()\n", + " fs = e.evaluate(xs)\n", + " opt.tell(fs)\n", + " \n", + " x2 = xs[0]\n", + " plt.plot((x1[0], x2[0]), (x1[1], x2[1]), 'x-', color='blue')\n", + " x1 = x2\n", + "\n", + "# Show the whole figure\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "RRRRRRRRRRRRRRRRRRRRRRRRRRR" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example 3: A noisy time-series problem\n", + "\n", + "Finally, we apply this method to a noisy time series problem:" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Minimising error measure\n", + "Using Adam\n", + "Running in sequential mode.\n", + "Iter. Eval. Best Current Time m:s\n", + "0 1 1.92e+07 1.92e+07 0:00.0\n", + "1 2 4993917 4993917 0:00.0\n", + "2 3 2984253 2984253 0:00.0\n", + "3 4 1796966 1796966 0:00.0\n", + "10000 10001 1151600 1151600 0:01.2\n", + "20000 20001 1115725 1115725 0:02.3\n", + "30000 30001 1088777 1088777 0:03.5\n", + "40000 40001 1066447 1066447 0:04.7\n", + "50000 50001 1047064 1047064 0:05.8\n", + "60000 60001 1029775 1029775 0:07.0\n", + "70000 70001 1014070 1014070 0:08.1\n", + "80000 80001 999618.4 999618.4 0:09.3\n", + "90000 90001 986190.9 986190.9 0:10.4\n", + "100000 100001 973619.9 973619.9 0:11.6\n", + "110000 110001 961779 961779 0:12.8\n", + "120000 120001 950570.3 950570.3 0:13.9\n", + "130000 130001 939915.6 939915.6 0:15.1\n", + "140000 140001 929751.8 929751.8 0:16.2\n", + "150000 150001 920026.9 920026.9 0:17.4\n", + "160000 160001 910697.2 910697.2 0:18.6\n", + "170000 170001 901726 901726 0:19.7\n", + "180000 180001 893081.7 893081.7 0:20.9\n", + "190000 190001 884737.4 884737.4 0:22.0\n", + "200000 200001 876669.4 876669.4 0:23.2\n", + "210000 210001 868856.9 868856.9 0:24.3\n", + "220000 220001 861281.9 861281.9 0:25.5\n", + "230000 230001 853928 853928 0:26.6\n", + "240000 240001 846780.8 846780.8 0:27.8\n", + "250000 250001 839827.4 839827.4 0:28.9\n", + "260000 260001 833056.2 833056.2 0:30.1\n", + "270000 270001 826456.6 826456.6 0:31.2\n", + "280000 280001 820018.9 820018.9 0:32.4\n", + "\n", + "----------------------------------------\n", + "Unexpected termination.\n", + "Current score: 819604.6008094207\n", + "Current position:\n", + " 1.55083082529902730e-02\n", + " 4.60158239442738022e+02\n", + "----------------------------------------\n" + ] + }, + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 26\u001b[0m \u001b[0mopt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_max_iterations\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m1e7\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 27\u001b[0m \u001b[0mopt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_log_interval\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m1e4\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 28\u001b[0;31m \u001b[0mfound_parameters\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfound_value\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mopt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 29\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 30\u001b[0m \u001b[0;31m# Show score of true solution\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/dev/pints/pints/_optimisers/__init__.py\u001b[0m in \u001b[0;36mrun\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 647\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 648\u001b[0m \u001b[0;31m# Calculate scores\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 649\u001b[0;31m \u001b[0mfs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mevaluator\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mevaluate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mxs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 650\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 651\u001b[0m \u001b[0;31m# Perform iteration\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/dev/pints/pints/_evaluation.py\u001b[0m in \u001b[0;36mevaluate\u001b[0;34m(self, positions)\u001b[0m\n\u001b[1;32m 117\u001b[0m \u001b[0;34m'The argument `positions` must be a sequence of input values'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 118\u001b[0m ' to the evaluator\\'s function.')\n\u001b[0;32m--> 119\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_evaluate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpositions\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 120\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 121\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m_evaluate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpositions\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/dev/pints/pints/_evaluation.py\u001b[0m in \u001b[0;36m_evaluate\u001b[0;34m(self, positions)\u001b[0m\n\u001b[1;32m 479\u001b[0m \u001b[0mscores\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m 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model.simulate(real_parameters, times)\n", + "\n", + "# Add noise\n", + "values += np.random.normal(0, 10, values.shape)\n", + "\n", + "# Create an object with links to the model and time series\n", + "problem = pints.SingleOutputProblem(model, times, values)\n", + "\n", + "# Select a score function\n", + "score = pints.SumOfSquaresError(problem)\n", + "\n", + "# Perform an optimization\n", + "x0 = [0.01, 450]\n", + "opt = pints.OptimisationController(\n", + " score,\n", + " x0,\n", + " sigma0=1e-2,\n", + " method=pints.AdaGrad\n", + ")\n", + "opt.set_max_iterations(1e7)\n", + "opt.set_log_interval(1e4)\n", + "found_parameters, found_value = opt.run()\n", + "\n", + "# Show score of true solution\n", + "print('Score at true solution: ')\n", + "print(score(real_parameters))\n", + "\n", + "# Compare parameters with original\n", + "print('Found solution: True parameters:' )\n", + "for k, x in enumerate(found_parameters):\n", + " print(pints.strfloat(x) + ' ' + pints.strfloat(real_parameters[k]))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "AdaGrad does not like this problem!" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Minimising error measure\n", + "Using Adam\n", + "Running in sequential mode.\n", + "Iter. Eval. Best Current Time m:s\n", + "0 1 1.93e+07 1.93e+07 0:00.0\n", + "1 2 1.89e+07 1.89e+07 0:00.0\n", + "2 3 1.86e+07 1.86e+07 0:00.0\n", + "3 4 1.83e+07 1.83e+07 0:00.0\n", + "10000 10001 231519.2 231519.2 0:01.3\n", + "20000 20001 104195.4 104195.4 0:02.7\n", + "30000 30001 95777.54 95777.54 0:04.0\n", + "40000 40001 95128.71 95128.71 0:05.4\n", + "50000 50001 95076.7 95076.7 0:06.7\n", + "60000 60001 95072.49 95072.49 0:08.1\n", + "70000 70001 95072.14 95072.14 0:09.4\n", + "80000 80001 95072.12 95072.12 0:10.8\n", + "90000 90001 95072.11 95072.11 0:12.1\n", + "100000 100001 95072.11 95072.11 0:13.5\n", + "110000 110001 95072.11 95072.11 0:14.8\n", + "120000 120001 95072.11 95072.11 0:16.2\n", + "\n", + "----------------------------------------\n", + "Unexpected termination.\n", + "Current score: 95072.11404309468\n", + "Current position:\n", + " 1.50098751045584858e-02\n", + " 4.99903198772992084e+02\n", + "----------------------------------------\n" + ] + }, + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 30\u001b[0m \u001b[0mopt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_max_iterations\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m1e7\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 31\u001b[0m \u001b[0mopt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_log_interval\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m1e4\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 32\u001b[0;31m \u001b[0mfound_parameters\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mfound_value\u001b[0m \u001b[0;34m=\u001b[0m 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np.linspace(0, 1000, 1000)\n", + "values = model.simulate(real_parameters, times)\n", + "\n", + "# Add noise\n", + "values += np.random.normal(0, 10, values.shape)\n", + "\n", + "# Create an object with links to the model and time series\n", + "problem = pints.SingleOutputProblem(model, times, values)\n", + "\n", + "# Select a score function\n", + "score = pints.SumOfSquaresError(problem)\n", + "\n", + "# Perform an optimization\n", + "x0 = [0.01, 450]\n", + "opt = pints.OptimisationController(\n", + " score,\n", + " x0,\n", + " sigma0=1,\n", + " transformation=transformation,\n", + " method=pints.AdaGrad\n", + ")\n", + "opt.set_max_iterations(1e7)\n", + "opt.set_log_interval(1e4)\n", + "found_parameters, found_value = opt.run()\n", + "\n", + "# Show score of true solution\n", + "print('Score at true solution: ')\n", + "print(score(real_parameters))\n", + "\n", + "# Compare parameters with original\n", + "print('Found solution: True parameters:' )\n", + "for k, x in enumerate(found_parameters):\n", + " print(pints.strfloat(x) + ' ' + pints.strfloat(real_parameters[k]))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.13" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/pints/__init__.py b/pints/__init__.py index 65bbe9268..cfcc1c0ef 100644 --- a/pints/__init__.py +++ b/pints/__init__.py @@ -173,6 +173,7 @@ def version(formatted=False): Optimiser, PopulationBasedOptimiser, ) +from ._optimisers._adagrad import AdaGrad from ._optimisers._adam import Adam from ._optimisers._cmaes import CMAES from ._optimisers._cmaes_bare import BareCMAES diff --git a/pints/_optimisers/_adagrad.py b/pints/_optimisers/_adagrad.py new file mode 100644 index 000000000..595a051e1 --- /dev/null +++ b/pints/_optimisers/_adagrad.py @@ -0,0 +1,145 @@ +# +# AdaGrad optimiser. +# +# This file is part of PINTS (https://github.com/pints-team/pints/) which is +# released under the BSD 3-clause license. See accompanying LICENSE.md for +# copyright notice and full license details. +# +import pints + +import numpy as np + + +class AdaGrad(pints.Optimiser): + """ + AdaGrad optimiser (diagonal version) by [1]_, as given in [2, 3]_. + + Pseudo code is given below. Here, ``p_j[i]`` denotes the j-th parameter at + iteration i, while ``g_j[i]`` is the gradient with respect to parameter j. + + v_j[i] = v_j[i - 1] + g_j[i] ** 2 + p_j[i] = p_j[i - 1] - alpha * g_j[i] / sqrt(g_j[i] + eps) + + Here ``v_j[0] = 0``, ``alpha`` is a fixed learning rate, and ``eps`` is a + small number used to avoid dividing by zero. + + In this implementation, ``eps = 1e-8`` and ``alpha = min(sigma0)``. The + algorithm's adaptivity is said to "[eliminate] the need to manually tune + the learning rate [alpha]" [3]_. + + References + ---------- + .. [1] Adaptive subgradient methods for online learning and stochastic + optimization. Duchi, Hazan, and Singer, 2011. + Journal of Machine Learning Research + https://dl.acm.org/doi/10.5555/1953048.2021068 + + .. [2] A Simple Convergence Proof of Adam and Adagrad + Defossez, Bottou, Bach, and Usunier, 2020. arXiv. + https://arxiv.org/abs/2003.02395 + + .. [3] An overview of gradient descent optimization algorithms. + Ruder, 2016. arXiv + https://arxiv.org/abs/1609.04747 + + """ + + def __init__(self, x0, sigma0=0.1, boundaries=None): + super().__init__(x0, sigma0, boundaries) + + # Set optimiser state + self._running = False + self._ready_for_tell = False + + # Best solution found + self._x_best = self._x0 + self._f_best = np.inf + + # Current point, score, and gradient + self._current = self._x0 + self._current_f = np.inf + self._current_df = None + + # Proposed next point (read-only, so can be passed to user) + self._proposed = self._x0 + self._proposed.setflags(write=False) + + # Online sum of gradient**2 + self._v = np.zeros(self._x0.shape) + + # Small number added to avoid divide-by-zero + self._eps = 1e-8 + + # Step size + self._alpha = np.min(self._sigma0) + + def ask(self): + """ See :meth:`Optimiser.ask()`. """ + + # Running, and ready for tell now + self._ready_for_tell = True + self._running = True + + # Return proposed points (just the one) + return [self._proposed] + + def f_best(self): + """ See :meth:`Optimiser.f_best()`. """ + return self._f_best + + def f_guessed(self): + """ See :meth:`Optimiser.f_guessed()`. """ + return self._current_f + + def name(self): + """ See :meth:`Optimiser.name()`. """ + return 'Adam' + + def needs_sensitivities(self): + """ See :meth:`Optimiser.needs_sensitivities()`. """ + return True + + def n_hyper_parameters(self): + """ See :meth:`pints.TunableMethod.n_hyper_parameters()`. """ + return 0 + + def running(self): + """ See :meth:`Optimiser.running()`. """ + return self._running + + def tell(self, reply): + """ See :meth:`Optimiser.tell()`. """ + + # Check ask-tell pattern + if not self._ready_for_tell: + raise Exception('ask() not called before tell()') + self._ready_for_tell = False + + # Unpack reply + fx, dfx = reply[0] + + # Update current point + self._current = self._proposed + self._current_f = fx + self._current_df = dfx + + # Update online sum of gradient**2 + self._v += dfx**2 + + # Take step + self._proposed = ( + self._current - self._alpha * dfx / np.sqrt(self._v + self._eps)) + + # Update x_best and f_best + if self._f_best > fx: + self._f_best = fx + self._x_best = self._current + + def x_best(self): + """ See :meth:`Optimiser.x_best()`. """ + return self._x_best + + def x_guessed(self): + """ See :meth:`Optimiser.x_guessed()`. """ + return self._current +