<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="bb82067f-ccba-4c78-b51c-2846f7713cf7" class="plotly-graph-div" style="height:450px; width:100%;"></div> <script type="text/javascript"> window.PLOTLYENV=window.PLOTLYENV || {}; if (document.getElementById("bb82067f-ccba-4c78-b51c-2846f7713cf7")) { Plotly.newPlot( "bb82067f-ccba-4c78-b51c-2846f7713cf7", [{"fill":"toself","fillcolor":"rgba(139, 196, 59, 0.25)","hoverinfo":"skip","line":{"width":0},"mode":"lines","showlegend":false,"x":[1,2,3,4,5,6,6,5,4,3,2,1],"y":[0.9368534171522604,0.7510512629723242,0.6828368242878174,0.682179800401759,0.6162259329838744,0.5071642073693357,0.0021641185082317844,0.004272915127650927,0.007867200648759422,0.013059873508631093,0.03747846850308811,0.03147511084141482],"type":"scatter","xaxis":"x","yaxis":"y"},{"legendgroup":"Linear","legendgrouptitle":{"text":"Linear"},"line":{"color":"black","dash":"solid","width":2},"marker":{"size":8,"symbol":"square"},"mode":"lines+markers","name":"Scipy","opacity":1.0,"showlegend":true,"x":[1,2,3,4,5,6],"y":[0.03147511084141482,0.03747846850308811,0.013059873508631093,0.007867200648759422,0.004272915127650927,0.0021641185082317844],"type":"scatter","xaxis":"x","yaxis":"y"},{"legendgroup":"Linear","legendgrouptitle":{"text":"Linear"},"line":{"color":"black","dash":"dash","width":2},"marker":{"size":8,"symbol":"circle"},"mode":"lines","name":"InterpN","opacity":1.0,"showlegend":true,"x":[1,2,3,4,5,6],"y":[0.9368534171522604,0.7510512629723242,0.6828368242878174,0.682179800401759,0.6162259329838744,0.5071642073693357],"type":"scatter","xaxis":"x","yaxis":"y"},{"legendgroup":"Linear","legendgrouptitle":{"text":"Linear"},"line":{"color":"black","dash":"dot","width":2},"marker":{"size":8,"symbol":"circle"},"mode":"lines","name":"InterpN","opacity":1.0,"showlegend":true,"x":[1,2,3,4,5,6],"y":[0.9619394006434787,0.8122869879979114,0.6489609393615445,0.5727040052084484,0.43912673474524194,0.3619097257649296],"type":"scatter","xaxis":"x","yaxis":"y"},{"legendgroup":"Linear","legendgrouptitle":{"text":"Linear"},"line":{"color":"black","dash":"dashdot","width":2},"marker":{"size":8,"symbol":"circle"},"mode":"lines","name":"InterpN","opacity":1.0,"showlegend":true,"x":[1,2,3,4,5,6],"y":[0.9097439741957094,0.8027544440911236,0.7581361526158795,0.6848321437280537,0.6214604310524099,0.5633385131952265],"type":"scatter","xaxis":"x","yaxis":"y"},{"legendgroup":"Linear","legendgrouptitle":{"text":"Linear"},"line":{"color":"black","dash":"longdash","width":2},"marker":{"size":8,"symbol":"circle"},"mode":"lines","name":"InterpN","opacity":1.0,"showlegend":true,"x":[1,2,3,4,5,6],"y":[0.9684131811409687,0.8201209188029842,0.6910824650148081,0.5757592710853421,0.43747107712054134,0.43370525582195824],"type":"scatter","xaxis":"x","yaxis":"y"},{"legendgroup":"Linear","legendgrouptitle":{"text":"Linear"},"line":{"color":"black","dash":"longdashdot","width":2},"marker":{"size":8,"symbol":"square"},"mode":"lines+markers","name":"Numpy Interp","opacity":1.0,"showlegend":true,"x":[1],"y":[1.0],"type":"scatter","xaxis":"x","yaxis":"y"},{"fill":"toself","fillcolor":"rgba(139, 196, 59, 0.25)","hoverinfo":"skip","line":{"width":0},"mode":"lines","showlegend":false,"x":[1,2,3,4,5,6,6,5,4,3,2,1],"y":[1.0,0.8983800506003707,0.7302309445453968,0.4816103451519056,0.11596172667221476,0.024617615655034134,0.014682774318192695,0.02564549873426441,0.032821107722951166,0.03948448586698189,0.04678194309679922,0.05698024869570204],"type":"scatter","xaxis":"x2","yaxis":"y2"},{"legendgroup":"Cubic","legendgrouptitle":{"text":"Cubic"},"line":{"color":"black","dash":"solid","width":2},"marker":{"size":8,"symbol":"square"},"mode":"lines+markers","name":"Scipy","opacity":1.0,"showlegend":true,"x":[1,2,3,4,5,6],"y":[0.05698024869570204,0.04678194309679922,0.03948448586698189,0.032821107722951166,0.02564549873426441,0.014682774318192695],"type":"scatter","xaxis":"x2","yaxis":"y2"},{"legendgroup":"Cubic","legendgrouptitle":{"text":"Cubic"},"line":{"color":"black","dash":"dash","width":2},"marker":{"size":8,"symbol":"circle"},"mode":"lines","name":"InterpN Cubic","opacity":1.0,"showlegend":true,"x":[1,2,3,4,5,6],"y":[1.0,0.8983800506003707,0.7302309445453968,0.4816103451519056,0.11596172667221476,0.024617615655034134],"type":"scatter","xaxis":"x2","yaxis":"y2"},{"legendgroup":"Cubic","legendgrouptitle":{"text":"Cubic"},"line":{"color":"black","dash":"dot","width":2},"marker":{"size":8,"symbol":"circle"},"mode":"lines","name":"InterpN B-Spline","opacity":1.0,"showlegend":true,"x":[1,2,3,4,5,6],"y":[0.8941647795952574,0.8706682970412953,0.7665364291031573,0.5123637513797766,0.11067780094304541,0.024005076716650652],"type":"scatter","xaxis":"x2","yaxis":"y2"},{"legendgroup":"Cubic","legendgrouptitle":{"text":"Cubic"},"line":{"color":"black","dash":"dashdot","width":2},"marker":{"size":8,"symbol":"circle"},"mode":"lines","name":"InterpN B-Spline","opacity":1.0,"showlegend":true,"x":[1,2,3,4,5,6],"y":[0.8065779688101334,0.7138844357381092,0.5704460001106078,0.3866450875627553,0.09991350902916704,0.023891173334149664],"type":"scatter","xaxis":"x2","yaxis":"y2"},{"legendgroup":"Cubic","legendgrouptitle":{"text":"Cubic"},"line":{"color":"black","dash":"longdash","width":2},"marker":{"size":8,"symbol":"circle"},"mode":"lines","name":"InterpN Cubic","opacity":1.0,"showlegend":true,"x":[1,2,3,4,5,6],"y":[0.9100843157240496,0.765242858220759,0.6334175957899418,0.41926911063638245,0.10503077524738284,0.023503632656142363],"type":"scatter","xaxis":"x2","yaxis":"y2"},{"legendgroup":"Cubic","legendgrouptitle":{"text":"Cubic"},"line":{"color":"black","dash":"longdashdot","width":2},"marker":{"size":8,"symbol":"square"},"mode":"lines+markers","name":"Scipy RectBivariateSpline Cubic","opacity":1.0,"showlegend":true,"x":[2],"y":[0.5038922561313299],"type":"scatter","xaxis":"x2","yaxis":"y2"}], {"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],"showline":true,"linecolor":"black","linewidth":1,"mirror":true,"ticks":"outside","tickcolor":"black","showgrid":false,"zeroline":false},"yaxis":{"anchor":"x","domain":[0.625,1.0],"title":{"text":"Normalized Throughput"},"type":"log","showline":true,"linecolor":"black","linewidth":1,"mirror":true,"ticks":"outside","tickcolor":"black","showgrid":false,"zeroline":false},"xaxis2":{"anchor":"y2","domain":[0.0,1.0],"title":{"text":"Number of Dimensions"},"showline":true,"linecolor":"black","linewidth":1,"mirror":true,"ticks":"outside","tickcolor":"black","showgrid":false,"zeroline":false},"yaxis2":{"anchor":"x2","domain":[0.0,0.375],"type":"log","showline":true,"linecolor":"black","linewidth":1,"mirror":true,"ticks":"outside","tickcolor":"black","showgrid":false,"zeroline":false},"annotations":[{"font":{"size":16},"showarrow":false,"text":"Linear","x":0.5,"xanchor":"center","xref":"paper","y":1.0,"yanchor":"bottom","yref":"paper"},{"font":{"size":16},"showarrow":false,"text":"Cubic","x":0.5,"xanchor":"center","xref":"paper","y":0.375,"yanchor":"bottom","yref":"paper"}],"title":{"text":"Interpolation on 4x...x4 N-Dimensional Grid\u003cbr\u003e1 Observation Point","y":0.97,"yanchor":"top"},"margin":{"t":80,"l":60,"r":200,"b":90},"legend":{"orientation":"v","yanchor":"top","y":1.0,"x":1.02,"xanchor":"left"},"font":{"color":"black"},"height":450,"plot_bgcolor":"rgba(0,0,0,0)","paper_bgcolor":"rgba(0,0,0,0)"}, {"responsive": true} ) }; </script> </div>
