<div> <script type="text/javascript">window.PlotlyConfig = {MathJaxConfig: 'local'};</script>
<script charset="utf-8" src="https://cdn.plot.ly/plotly-2.35.2.min.js"></script> <div id="5858aae0-c89a-40c9-b840-6a2f562b5275" class="plotly-graph-div" style="height:400px; width:100%;"></div> <script type="text/javascript"> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("5858aae0-c89a-40c9-b840-6a2f562b5275")) { Plotly.newPlot( "5858aae0-c89a-40c9-b840-6a2f562b5275", [{"line":{"color":"black","dash":"solid","width":2},"marker":{"size":8,"symbol":"square"},"mode":"lines","name":"Scipy","opacity":1.0,"showlegend":true,"x":[1,10,50,100,500,1000,10000],"y":[1.0,1.0,1.0,1.0,1.0,1.0,1.0],"type":"scatter"},{"line":{"color":"black","dash":"dash","width":2},"marker":{"size":8,"symbol":"circle"},"mode":"lines","name":"InterpN Cubic","opacity":1.0,"showlegend":true,"x":[1,10,50,100,500,1000,10000],"y":[17.405030685901927,9.960509459661534,5.862838409426745,4.951647128426302,4.013898275765155,3.954142904182501,3.839508826339417],"type":"scatter"},{"fill":"toself","fillcolor":"rgba(139, 196, 59, 0.25)","hoverinfo":"skip","line":{"width":0},"mode":"lines","showlegend":false,"x":[1,10,50,100,500,1000,10000,10000,1000,500,100,50,10,1],"y":[17.405030685901927,9.960509459661534,5.862838409426745,4.951647128426302,4.013898275765155,3.954142904182501,3.839508826339417,1.0,1.0,1.0,1.0,1.0,1.0,1.0],"type":"scatter","xaxis":"x","yaxis":"y"},{"line":{"color":"black","dash":"dot","width":2},"marker":{"size":8,"symbol":"circle"},"mode":"lines","name":"InterpN B-Spline","opacity":1.0,"showlegend":true,"x":[1,10,50,100,500,1000,10000],"y":[18.283941982233088,12.114294743724841,8.424589005676124,7.5473210531747315,6.41614618300119,6.308244339075031,6.202854371331756],"type":"scatter"},{"fill":"toself","fillcolor":"rgba(139, 196, 59, 0.25)","hoverinfo":"skip","line":{"width":0},"mode":"lines","showlegend":false,"x":[1,10,50,100,500,1000,10000,10000,1000,500,100,50,10,1],"y":[18.283941982233088,12.114294743724841,8.424589005676124,7.5473210531747315,6.41614618300119,6.308244339075031,6.202854371331756,1.0,1.0,1.0,1.0,1.0,1.0,1.0],"type":"scatter","xaxis":"x","yaxis":"y"},{"line":{"color":"black","dash":"dashdot","width":2},"marker":{"size":8,"symbol":"circle"},"mode":"lines","name":"InterpN B-Spline","opacity":1.0,"showlegend":false,"x":[1,10,50,100,500,1000,10000],"y":[12.933984310577811,5.720846592943984,3.1377288489623423,2.7665446239150886,2.445352522658486,2.4784834265898565,2.4409051480958497],"type":"scatter"},{"fill":"toself","fillcolor":"rgba(139, 196, 59, 0.25)","hoverinfo":"skip","line":{"width":0},"mode":"lines","showlegend":false,"x":[1,10,50,100,500,1000,10000,10000,1000,500,100,50,10,1],"y":[12.933984310577811,5.720846592943984,3.1377288489623423,2.7665446239150886,2.445352522658486,2.4784834265898565,2.4409051480958497,1.0,1.0,1.0,1.0,1.0,1.0,1.0],"type":"scatter","xaxis":"x","yaxis":"y"},{"line":{"color":"black","dash":"longdash","width":2},"marker":{"size":8,"symbol":"circle"},"mode":"lines","name":"InterpN Cubic","opacity":1.0,"showlegend":false,"x":[1,10,50,100,500,1000,10000],"y":[14.355419093782581,8.170094992770496,5.280858707172401,4.505920022984431,3.7275119395866474,3.640356636675494,3.5408068955825605],"type":"scatter"},{"fill":"toself","fillcolor":"rgba(139, 196, 59, 0.25)","hoverinfo":"skip","line":{"width":0},"mode":"lines","showlegend":false,"x":[1,10,50,100,500,1000,10000,10000,1000,500,100,50,10,1],"y":[14.355419093782581,8.170094992770496,5.280858707172401,4.505920022984431,3.7275119395866474,3.640356636675494,3.5408068955825605,1.0,1.0,1.0,1.0,1.0,1.0,1.0],"type":"scatter","xaxis":"x","yaxis":"y"}], {"template":{"data":{"histogram2dcontour":[{"type":"histogram2dcontour","colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]}],"choropleth":[{"type":"choropleth","colorbar":{"outlinewidth":0,"ticks":""}}],"histogram2d":[{"type":"histogram2d","colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]}],"heatmap":[{"type":"heatmap","colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]}],"heatmapgl":[{"type":"heatmapgl","colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]}],"contourcarpet":[{"type":"contourcarpet","colorbar":{"outlinewidth":0,"ticks":""}}],"contour":[{"type":"contour","colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]}],"surface":[{"type":"surface","colorbar":{"outlinewidth":0,"ticks":""},"colorscale":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]]}],"mesh3d":[{"type":"mesh3d","colorbar":{"outlinewidth":0,"ticks":""}}],"scatter":[{"fillpattern":{"fillmode":"overlay","size":10,"solidity":0.2},"type":"scatter"}],"parcoords":[{"type":"parcoords","line":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"scatterpolargl":[{"type":"scatterpolargl","marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"bar":[{"error_x":{"color":"#2a3f5f"},"error_y":{"color":"#2a3f5f"},"marker":{"line":{"color":"#E5ECF6","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"bar"}],"scattergeo":[{"type":"scattergeo","marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"scatterpolar":[{"type":"scatterpolar","marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"histogram":[{"marker":{"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"histogram"}],"scattergl":[{"type":"scattergl","marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"scatter3d":[{"type":"scatter3d","line":{"colorbar":{"outlinewidth":0,"ticks":""}},"marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"scattermapbox":[{"type":"scattermapbox","marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"scatterternary":[{"type":"scatterternary","marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"scattercarpet":[{"type":"scattercarpet","marker":{"colorbar":{"outlinewidth":0,"ticks":""}}}],"carpet":[{"aaxis":{"endlinecolor":"#2a3f5f","gridcolor":"white","linecolor":"white","minorgridcolor":"white","startlinecolor":"#2a3f5f"},"baxis":{"endlinecolor":"#2a3f5f","gridcolor":"white","linecolor":"white","minorgridcolor":"white","startlinecolor":"#2a3f5f"},"type":"carpet"}],"table":[{"cells":{"fill":{"color":"#EBF0F8"},"line":{"color":"white"}},"header":{"fill":{"color":"#C8D4E3"},"line":{"color":"white"}},"type":"table"}],"barpolar":[{"marker":{"line":{"color":"#E5ECF6","width":0.5},"pattern":{"fillmode":"overlay","size":10,"solidity":0.2}},"type":"barpolar"}],"pie":[{"automargin":true,"type":"pie"}]},"layout":{"autotypenumbers":"strict","colorway":["#636efa","#EF553B","#00cc96","#ab63fa","#FFA15A","#19d3f3","#FF6692","#B6E880","#FF97FF","#FECB52"],"font":{"color":"#2a3f5f"},"hovermode":"closest","hoverlabel":{"align":"left"},"paper_bgcolor":"white","plot_bgcolor":"#E5ECF6","polar":{"bgcolor":"#E5ECF6","angularaxis":{"gridcolor":"white","linecolor":"white","ticks":""},"radialaxis":{"gridcolor":"white","linecolor":"white","ticks":""}},"ternary":{"bgcolor":"#E5ECF6","aaxis":{"gridcolor":"white","linecolor":"white","ticks":""},"baxis":{"gridcolor":"white","linecolor":"white","ticks":""},"caxis":{"gridcolor":"white","linecolor":"white","ticks":""}},"coloraxis":{"colorbar":{"outlinewidth":0,"ticks":""}},"colorscale":{"sequential":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"sequentialminus":[[0.0,"#0d0887"],[0.1111111111111111,"#46039f"],[0.2222222222222222,"#7201a8"],[0.3333333333333333,"#9c179e"],[0.4444444444444444,"#bd3786"],[0.5555555555555556,"#d8576b"],[0.6666666666666666,"#ed7953"],[0.7777777777777778,"#fb9f3a"],[0.8888888888888888,"#fdca26"],[1.0,"#f0f921"]],"diverging":[[0,"#8e0152"],[0.1,"#c51b7d"],[0.2,"#de77ae"],[0.3,"#f1b6da"],[0.4,"#fde0ef"],[0.5,"#f7f7f7"],[0.6,"#e6f5d0"],[0.7,"#b8e186"],[0.8,"#7fbc41"],[0.9,"#4d9221"],[1,"#276419"]]},"xaxis":{"gridcolor":"white","linecolor":"white","ticks":"","title":{"standoff":15},"zerolinecolor":"white","automargin":true,"zerolinewidth":2},"yaxis":{"gridcolor":"white","linecolor":"white","ticks":"","title":{"standoff":15},"zerolinecolor":"white","automargin":true,"zerolinewidth":2},"scene":{"xaxis":{"backgroundcolor":"#E5ECF6","gridcolor":"white","linecolor":"white","showbackground":true,"ticks":"","zerolinecolor":"white","gridwidth":2},"yaxis":{"backgroundcolor":"#E5ECF6","gridcolor":"white","linecolor":"white","showbackground":true,"ticks":"","zerolinecolor":"white","gridwidth":2},"zaxis":{"backgroundcolor":"#E5ECF6","gridcolor":"white","linecolor":"white","showbackground":true,"ticks":"","zerolinecolor":"white","gridwidth":2}},"shapedefaults":{"line":{"color":"#2a3f5f"}},"annotationdefaults":{"arrowcolor":"#2a3f5f","arrowhead":0,"arrowwidth":1},"geo":{"bgcolor":"white","landcolor":"#E5ECF6","subunitcolor":"white","showland":true,"showlakes":true,"lakecolor":"white"},"title":{"x":0.05},"mapbox":{"style":"light"}}},"xaxis":{"anchor":"y","domain":[0.0,1.0],"title":{"text":"Number of Observation Points"},"type":"log","showline":true,"linecolor":"black","linewidth":1,"mirror":true,"ticks":"outside","tickcolor":"black","showgrid":false,"zeroline":false},"yaxis":{"anchor":"x","domain":[0.0,1.0],"title":{"text":"Normalized Throughput"},"showline":true,"linecolor":"black","linewidth":1,"mirror":true,"ticks":"outside","tickcolor":"black","showgrid":false,"zeroline":false},"title":{"text":"Interpolation on 20x20x20 Grid\u003cbr\u003eWith Preallocated Output, Cubic","y":0.97,"yanchor":"top"},"margin":{"t":60,"l":60,"r":60,"b":110},"legend":{"orientation":"h","yanchor":"top","y":1.0,"x":1.0,"xanchor":"right"},"font":{"color":"black"},"height":400,"plot_bgcolor":"rgba(0,0,0,0)","paper_bgcolor":"rgba(0,0,0,0)"}, {"responsive": true} ) }; </script> </div>
