diff --git a/.readthedocs.yml b/.readthedocs.yml
index 34f6677..8974d2d 100644
--- a/.readthedocs.yml
+++ b/.readthedocs.yml
@@ -14,7 +14,7 @@ build:
     pre_build:
       # Rust 1.90 required but not available yet
       - curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y --profile minimal --default-toolchain 1.90.0
-      - pip install -U pip
+      - pip install -e .[pydantic] --group doc
 
 mkdocs:
   configuration: mkdocs.yml
diff --git a/benches/bench_cpu.py b/benches/bench_cpu.py
index 496cbc8..ab06eab 100644
--- a/benches/bench_cpu.py
+++ b/benches/bench_cpu.py
@@ -342,6 +342,7 @@ def _plot_throughput_vs_dims(
         ),
         plot_bgcolor="rgba(0,0,0,0)",
         paper_bgcolor="rgba(0,0,0,0)",
+        font=dict(color="black"),
     )
     fig.write_image(str(output_path))
     fig.write_html(
@@ -453,6 +454,7 @@ def _plot_speedup_vs_dims(
             # ),
             plot_bgcolor="rgba(0,0,0,0)",
             paper_bgcolor="rgba(0,0,0,0)",
+            font=dict(color="black"),
         )
         output_path = output_dir / f"speedup_vs_dims_{nobs}_obs_{kind.lower()}.svg"
         fig.write_image(str(output_path))
diff --git a/docs/4d_throughput_vs_nobs_cubic.html b/docs/4d_throughput_vs_nobs_cubic.html
index d411f98..35a035b 100644
--- a/docs/4d_throughput_vs_nobs_cubic.html
+++ b/docs/4d_throughput_vs_nobs_cubic.html
@@ -1,2 +1,2 @@
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font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;" transform="translate(0,260.25)">1</text></g></g><g class="overaxes-above"/></g></g><g class="polarlayer"/><g class="smithlayer"/><g class="ternarylayer"/><g class="geolayer"/><g class="funnelarealayer"/><g class="pielayer"/><g class="iciclelayer"/><g class="treemaplayer"/><g class="sunburstlayer"/><g class="glimages"/><defs id="topdefs-a54830"><g class="clips"/><clipPath id="legenda54830"><rect width="240" height="250" x="0" y="0"/></clipPath></defs><g class="layer-above"><g class="imagelayer"/><g class="shapelayer"/></g><g class="infolayer"><g class="legend" pointer-events="all" transform="translate(448.44,80)"><rect class="bg" shape-rendering="crispEdges" width="240" height="250" x="0" y="0" style="stroke: rgb(68, 68, 68); stroke-opacity: 1; fill: rgb(0, 0, 0); fill-opacity: 0; stroke-width: 0px;"/><g class="scrollbox" transform="" clip-path="url(#legenda54830)"><g class="groups" transform=""><g class="traces" transform="translate(0,14.950000000000001)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="5" y="5.07" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 13px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;">Linear</text><g class="layers"><g class="legendfill"/><g class="legendlines"/><g class="legendsymbols"><g class="legendpoints"/></g></g><rect class="legendtoggle" x="0" y="-9.950000000000001" width="234.78125" height="19.900000000000002" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,34.400000000000006)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;">Scipy RegularGridInterpolator Linear</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"><path class="scatterpts" transform="translate(20,0)" d="M4,4H-4V-4H4Z" style="opacity: 1; stroke-width: 0px; fill: rgb(0, 0, 0); fill-opacity: 1;"/></g></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,53.400000000000006)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;">InterpN MultilinearRegular</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 9px, 9px; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"/></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,72.4)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;">InterpN MultilinearRectilinear</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 3px, 3px; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"/></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,91.4)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;">InterpN NearestRegular</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 9px, 3px, 3px, 3px; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"/></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,110.4)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;">InterpN NearestRectilinear</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 15px, 15px; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"/></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,129.4)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;">Numpy Interp</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 15px, 6px, 3px, 6px; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"><path class="scatterpts" transform="translate(20,0)" d="M4,4H-4V-4H4Z" style="opacity: 1; stroke-width: 0px; fill: rgb(0, 0, 0); fill-opacity: 1;"/></g></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g></g><g class="groups" transform="translate(0,10)"><g class="traces" transform="translate(0,148.85)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="5" y="5.07" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 13px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;">Cubic</text><g class="layers"><g class="legendfill"/><g class="legendlines"/><g class="legendsymbols"><g class="legendpoints"/></g></g><rect class="legendtoggle" x="0" y="-9.950000000000001" width="234.78125" height="19.900000000000002" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,168.3)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;">Scipy RegularGridInterpolator Cubic</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"><path class="scatterpts" transform="translate(20,0)" d="M4,4H-4V-4H4Z" style="opacity: 1; stroke-width: 0px; fill: rgb(0, 0, 0); fill-opacity: 1;"/></g></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,187.3)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;">InterpN MulticubicRegular</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 9px, 9px; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"/></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,206.3)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;">InterpN MulticubicRectilinear</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; 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stroke-opacity: 1; fill: rgb(0, 0, 0); fill-opacity: 0; stroke-width: 0px;" width="240" height="250" x="0" y="0"/><g class="scrollbox" transform="" clip-path="url(#legend41a1e9)"><g class="groups" transform=""><g class="traces" transform="translate(0,14.950000000000001)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="5" y="5.07" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 13px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;">Linear</text><g class="layers"><g class="legendfill"/><g class="legendlines"/><g class="legendsymbols"><g class="legendpoints"/></g></g><rect class="legendtoggle" x="0" y="-9.950000000000001" width="234.78125" height="19.900000000000002" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,34.400000000000006)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;">Scipy RegularGridInterpolator Linear</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"><path class="scatterpts" transform="translate(20,0)" d="M4,4H-4V-4H4Z" style="opacity: 1; stroke-width: 0px; fill: rgb(0, 0, 0); fill-opacity: 1;"/></g></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,53.400000000000006)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;">InterpN MultilinearRegular</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 9px, 9px; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"/></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,72.4)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;">InterpN MultilinearRectilinear</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 3px, 3px; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"/></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,91.4)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;">InterpN NearestRegular</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 9px, 3px, 3px, 3px; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"/></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,110.4)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;">InterpN NearestRectilinear</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 15px, 15px; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"/></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,129.4)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre;">Numpy Interp</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 15px, 6px, 3px, 6px; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"><path class="scatterpts" transform="translate(20,0)" d="M4,4H-4V-4H4Z" style="opacity: 1; stroke-width: 0px; fill: rgb(0, 0, 0); fill-opacity: 1;"/></g></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); 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fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 9px, 9px; stroke-width: 2px; opacity: 1;"/></g><g class="points"/><g class="text"/></g><g class="trace scatter trace274628" style="stroke-miterlimit: 2; opacity: 1;"><g class="fills"/><g class="errorbars"/><g class="lines"><path class="js-line" d="M23.6,5.25L153.52,15.31L218.48,24.77L283.44,56.54L348.4,83.1" style="vector-effect: none; fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 3px, 3px; stroke-width: 2px; opacity: 1;"/></g><g class="points"/><g class="text"/></g><g class="trace scatter trace489132" style="stroke-miterlimit: 2; opacity: 1;"><g class="fills"/><g class="errorbars"/><g class="lines"><path class="js-line" d="M88.56,20.51" style="vector-effect: none; fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 9px, 3px, 3px, 3px; stroke-width: 2px; opacity: 1;"/></g><g class="points"><path class="point" transform="translate(88.56,20.51)" d="M4,4H-4V-4H4Z" style="opacity: 1; stroke-width: 0px; fill: rgb(0, 0, 0); fill-opacity: 1;"/></g><g class="text"/></g></g></g></g><path class="xlines-above crisp" d="M68,360.5H442M68,254.5H442" style="fill: none; stroke-width: 1px; stroke: rgb(0, 0, 0); stroke-opacity: 1;"/><path class="ylines-above crisp" d="M68.5,255V360M441.5,255V360" style="fill: none; stroke-width: 1px; stroke: rgb(0, 0, 0); stroke-opacity: 1;"/><g class="overlines-above"/><g class="xaxislayer-above"><path class="x2tick ticks crisp" d="M0,361v5" transform="translate(157.56,0)" style="stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-width: 1px;"/><path class="x2tick ticks crisp" d="M0,361v5" transform="translate(287.48,0)" style="stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-width: 1px;"/><path class="x2tick ticks crisp" d="M0,361v5" transform="translate(417.4,0)" style="stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-width: 1px;"/><g class="x2tick"><text text-anchor="middle" x="0" y="380.4" transform="translate(157.56,0)" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre; opacity: 1;">2</text></g><g class="x2tick"><text text-anchor="middle" x="0" y="380.4" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre; opacity: 1;" transform="translate(287.48,0)">4</text></g><g class="x2tick"><text text-anchor="middle" x="0" y="380.4" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre; opacity: 1;" transform="translate(417.4,0)">6</text></g></g><g class="yaxislayer-above"><path class="y2tick ticks crisp" d="M68,0h-5" transform="translate(0,357.05)" style="stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-width: 1px;"/><path class="y2tick ticks crisp" d="M68,0h-5" transform="translate(0,342.48)" style="stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-width: 1px;"/><path class="y2tick ticks crisp" d="M68,0h-5" transform="translate(0,323.22)" style="stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-width: 1px;"/><path class="y2tick ticks crisp" d="M68,0h-5" transform="translate(0,308.65)" style="stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-width: 1px;"/><path class="y2tick ticks crisp" d="M68,0h-5" transform="translate(0,294.08)" style="stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-width: 1px;"/><path class="y2tick ticks crisp" d="M68,0h-5" transform="translate(0,274.82)" style="stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-width: 1px;"/><path class="y2tick ticks crisp" d="M68,0h-5" transform="translate(0,260.25)" style="stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-width: 1px;"/><g class="y2tick"><text text-anchor="end" x="60.6" y="4.199999999999999" transform="translate(0,357.05)" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre; opacity: 1;">0.01</text></g><g class="y2tick"><text text-anchor="end" x="60.6" y="3.15" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 9px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre; opacity: 1;" transform="translate(0,342.48)">2</text></g><g class="y2tick"><text text-anchor="end" x="60.6" y="3.15" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 9px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre; opacity: 1;" transform="translate(0,323.22)">5</text></g><g class="y2tick"><text text-anchor="end" x="60.6" y="4.199999999999999" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre; opacity: 1;" transform="translate(0,308.65)">0.1</text></g><g class="y2tick"><text text-anchor="end" x="60.6" y="3.15" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 9px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre; opacity: 1;" transform="translate(0,294.08)">2</text></g><g class="y2tick"><text text-anchor="end" x="60.6" y="3.15" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 9px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre; opacity: 1;" transform="translate(0,274.82)">5</text></g><g class="y2tick"><text text-anchor="end" x="60.6" y="4.199999999999999" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre; opacity: 1;" transform="translate(0,260.25)">1</text></g></g><g class="overaxes-above"/></g></g><g class="polarlayer"/><g class="smithlayer"/><g class="ternarylayer"/><g class="geolayer"/><g class="funnelarealayer"/><g class="pielayer"/><g class="iciclelayer"/><g class="treemaplayer"/><g class="sunburstlayer"/><g class="glimages"/><defs id="topdefs-7d919c"><g class="clips"/><clipPath id="legend7d919c"><rect width="240" height="250" x="0" y="0"/></clipPath></defs><g class="layer-above"><g class="imagelayer"/><g class="shapelayer"/></g><g class="infolayer"><g class="legend" pointer-events="all" transform="translate(448.44,80)"><rect class="bg" shape-rendering="crispEdges" style="stroke: rgb(68, 68, 68); stroke-opacity: 1; fill: rgb(0, 0, 0); fill-opacity: 0; stroke-width: 0px;" width="240" height="250" x="0" y="0"/><g class="scrollbox" transform="" clip-path="url(#legend7d919c)"><g class="groups" transform=""><g class="traces" transform="translate(0,14.950000000000001)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="5" y="5.07" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 13px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre;">Linear</text><g class="layers"><g class="legendfill"/><g class="legendlines"/><g class="legendsymbols"><g class="legendpoints"/></g></g><rect class="legendtoggle" x="0" y="-9.950000000000001" width="234.78125" height="19.900000000000002" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,34.400000000000006)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre;">Scipy RegularGridInterpolator Linear</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"><path class="scatterpts" transform="translate(20,0)" d="M4,4H-4V-4H4Z" style="opacity: 1; stroke-width: 0px; fill: rgb(0, 0, 0); fill-opacity: 1;"/></g></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,53.400000000000006)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre;">InterpN MultilinearRegular</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 9px, 9px; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"/></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,72.4)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre;">InterpN MultilinearRectilinear</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 3px, 3px; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"/></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,91.4)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre;">InterpN NearestRegular</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 9px, 3px, 3px, 3px; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"/></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,110.4)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre;">InterpN NearestRectilinear</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 15px, 15px; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"/></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,129.4)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre;">Numpy Interp</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 15px, 6px, 3px, 6px; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"><path class="scatterpts" transform="translate(20,0)" d="M4,4H-4V-4H4Z" style="opacity: 1; stroke-width: 0px; fill: rgb(0, 0, 0); fill-opacity: 1;"/></g></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g></g><g class="groups" transform="translate(0,10)"><g class="traces" transform="translate(0,148.85)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="5" y="5.07" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 13px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre;">Cubic</text><g class="layers"><g class="legendfill"/><g class="legendlines"/><g class="legendsymbols"><g class="legendpoints"/></g></g><rect class="legendtoggle" x="0" y="-9.950000000000001" width="234.78125" height="19.900000000000002" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,168.3)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre;">Scipy RegularGridInterpolator Cubic</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"><path class="scatterpts" transform="translate(20,0)" d="M4,4H-4V-4H4Z" style="opacity: 1; stroke-width: 0px; fill: rgb(0, 0, 0); fill-opacity: 1;"/></g></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,187.3)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre;">InterpN MulticubicRegular</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 9px, 9px; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"/></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,206.3)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre;">InterpN MulticubicRectilinear</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 3px, 3px; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"/></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g><g class="traces" transform="translate(0,225.3)" style="opacity: 1;"><text class="legendtext" text-anchor="start" x="40" y="4.680000000000001" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre;">Scipy RectBivariateSpline Cubic</text><g class="layers" style="opacity: 1;"><g class="legendfill"/><g class="legendlines"><path class="js-line" d="M5,0h30" style="fill: none; stroke: rgb(0, 0, 0); stroke-opacity: 1; stroke-dasharray: 9px, 3px, 3px, 3px; stroke-width: 2px;"/></g><g class="legendsymbols"><g class="legendpoints"><path class="scatterpts" transform="translate(20,0)" d="M4,4H-4V-4H4Z" style="opacity: 1; stroke-width: 0px; fill: rgb(0, 0, 0); fill-opacity: 1;"/></g></g></g><rect class="legendtoggle" x="0" y="-9.5" width="234.78125" height="19" style="fill: rgb(0, 0, 0); fill-opacity: 0;"/></g></g></g><rect class="scrollbar" rx="20" ry="3" width="0" height="0" style="fill: rgb(128, 139, 164); fill-opacity: 1;" x="0" y="0"/></g><g class="g-gtitle"><text class="gtitle" x="35" y="13.5" text-anchor="start" dy="0.7em" style="opacity: 1; font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 17px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre;"><tspan class="line" dy="0em" x="35" y="13.5">Interpolation on 4x...x4 N-Dimensional Grid</tspan><tspan class="line" dy="1.3em" x="35" y="13.5">1 Observation Point</tspan></text></g><g class="g-xtitle"/><g class="g-x2title"><text class="x2title" x="255" y="407.70625" text-anchor="middle" style="opacity: 1; font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 14px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre;">Number of Dimensions</text></g><g class="g-ytitle"><text class="ytitle" transform="rotate(-90,17.834375,132.5)" x="17.834375" y="132.5" text-anchor="middle" style="opacity: 1; font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 14px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre;">Normalized Throughput</text></g><g class="g-y2title"/><g class="annotation" data-index="0" style="opacity: 1;"><g class="annotation-text-g" transform="rotate(0,255,69.5)"><g class="cursor-pointer" transform="translate(231,59)"><rect class="bg" x="0.5" y="0.5" width="48" height="20" style="stroke-width: 1px; stroke: rgb(0, 0, 0); stroke-opacity: 0; fill: rgb(0, 0, 0); fill-opacity: 0;"/><text class="annotation-text" text-anchor="middle" x="24.25" y="16" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 16px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre;">Linear</text></g></g></g><g class="annotation" data-index="1" style="opacity: 1;"><g class="annotation-text-g" transform="rotate(0,255,244.5)"><g class="cursor-pointer" transform="translate(233,234)"><rect class="bg" x="0.5" y="0.5" width="44" height="20" style="stroke-width: 1px; stroke: rgb(0, 0, 0); stroke-opacity: 0; fill: rgb(0, 0, 0); fill-opacity: 0;"/><text class="annotation-text" text-anchor="middle" x="22.453125" y="16" style="font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 16px; fill: rgb(0, 0, 0); fill-opacity: 1; white-space: pre;">Cubic</text></g></g></g></g></svg>
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