From 3fd08e4bdb70060ad797ffc63fb591858bb62661 Mon Sep 17 00:00:00 2001 From: Max Veit Date: Fri, 21 Jan 2022 18:28:43 +0100 Subject: [PATCH] Fix zundel example notebook Also swap labels to resolve #380 --- examples/zundel_i-PI.ipynb | 107 ++++++++----------------------------- 1 file changed, 22 insertions(+), 85 deletions(-) diff --git a/examples/zundel_i-PI.ipynb b/examples/zundel_i-PI.ipynb index c28a62579..06bcae944 100644 --- a/examples/zundel_i-PI.ipynb +++ b/examples/zundel_i-PI.ipynb @@ -276,7 +276,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -345,35 +345,20 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": {}, "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "d5ce53e036fa4f378480913fc7369c6a", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "HBox(children=(HTML(value=''), FloatProgress(value=0.0, max=800.0), HTML(value='')))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "name": "stdout", "output_type": "stream", "text": [ - "\n", - "Execution: 0.12206697463989258 s\n" + "Execution: 0.3649289608001709 s\n" ] } ], "source": [ "start = time()\n", - "soap, feature_list = gaptools.calculate_representation(frames, hypers, auto_wrap=True)\n", + "soap, feature_list = gaptools.calculate_features(frames, hypers, auto_wrap=True)\n", "print (\"Execution: \", time()-start, \"s\")" ] }, @@ -392,19 +377,7 @@ "metadata": { "scrolled": true }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The number of pseudo points selected by central atom species is: {1: 50, 8: 100}\n", - "Selecting species: 1\n", - "Reconstruction RMSE=1.463e+00\n", - "Selecting species: 8\n", - "Reconstruction RMSE=1.577e-02\n" - ] - } - ], + "outputs": [], "source": [ "n_sparse = {1:50, 8:100}\n", "X_sparse = gaptools.sparsify_environments(soap, feature_list, n_sparse, selection_type=\"CUR\")" @@ -422,26 +395,11 @@ "execution_count": 12, "metadata": {}, "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "27249c466afd4deb8c92ee912ee53c82", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "HBox(children=(HTML(value='Computing kernel matrix'), FloatProgress(value=0.0, max=800.0), HTML(value='')))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, { "name": "stdout", "output_type": "stream", "text": [ - "\n", - "Execution: 1.5349509716033936 s\n" + "Kernel compute time: 2.532533884048462 s\n" ] } ], @@ -471,7 +429,7 @@ { "data": { "text/plain": [ - "(375, 375)" + "(150, 150)" ] }, "execution_count": 13, @@ -493,7 +451,7 @@ { "data": { "text/plain": [ - "(1000, 375)" + "(1000, 150)" ] }, "execution_count": 14, @@ -513,7 +471,7 @@ { "data": { "text/plain": [ - "(21000, 375)" + "(21000, 150)" ] }, "execution_count": 15, @@ -558,7 +516,7 @@ { "data": { "text/plain": [ - "(800, 375)" + "(800, 150)" ] }, "execution_count": 17, @@ -578,7 +536,7 @@ { "data": { "text/plain": [ - "(16800, 375)" + "(16800, 150)" ] }, "execution_count": 18, @@ -687,29 +645,7 @@ "cell_type": "code", "execution_count": 23, "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "a7cd084ef72549968a0e16d0cdee6ab6", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "HBox(children=(IntProgress(value=0, max=200), HTML(value='')))" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n" - ] - } - ], + "outputs": [], "source": [ "# make predictions on the test set\n", "y_pred = []\n", @@ -751,9 +687,10 @@ "name": "stdout", "output_type": "stream", "text": [ - "RMSE = 30.087996494496597 meV\n", + "RMSE = 30.709999687368843 meV\n", "Sigma test set = 0.274800153468654 eV\n", - "%RMSE = 10.949046466936812 %\n" + "%RMSE = 11.175393936187115 %\n", + "force RMSE = 0.14696660656225152 eV/A\n" ] } ], @@ -784,13 +721,13 @@ "Text(0, 0.5, 'reference energies [eV]')" ] }, - "execution_count": 17, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -859,7 +796,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 26, "metadata": { "scrolled": true }, @@ -870,13 +807,13 @@ "[Text(0.5, 0, 'time [ps]')]" ] }, - "execution_count": 18, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -915,8 +852,8 @@ "f.subplots_adjust(hspace=0)\n", "f.suptitle('T = 250 K', fontweight='bold')\n", "\n", - "axs[0].plot(times, (KE - KE[0]), linewidth = 1.5, label = 'Change in Potential energy')\n", - "axs[0].plot(times, (PE - PE[0]), linewidth = 1.5, label = 'Change in Kinetic energy')\n", + "axs[0].plot(times, (KE - KE[0]), linewidth = 1.5, label = 'Change in Kinetic energy')\n", + "axs[0].plot(times, (PE - PE[0]), linewidth = 1.5, label = 'Change in Potential energy')\n", "axs[0].set(ylabel= 'Energy [eV]')\n", "axs[0].set_ylim(-0.5, 0.5)\n", "axs[0].legend(ncol = 2, mode='expand', prop={'size': 12}, loc=\"lower center\")\n",