IF YOU WOULD LIKE TO GET AN ACCOUNT, please write an
email to s dot adaszewski at gmail dot com. User accounts
are meant only to report issues and/or generate pull requests.
This is a purpose-specific Git hosting for
ADARED
projects. Thank you for your understanding!
Stanislaw Adaszewski
4 years ago
2 changed files with 900 additions and 0 deletions
Split View
Diff Options
-
+839 -0docs/matrix-multiply.svg
-
+61 -0src/icosagon/fastconv.py
+ 839
- 0
docs/matrix-multiply.svg
View File
| @@ -0,0 +1,839 @@ | |||
| <?xml version="1.0" encoding="UTF-8" standalone="no"?> | |||
| <!-- Created with Inkscape (http://www.inkscape.org/) --> | |||
| <svg | |||
| xmlns:dc="http://purl.org/dc/elements/1.1/" | |||
| xmlns:cc="http://creativecommons.org/ns#" | |||
| xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" | |||
| xmlns:svg="http://www.w3.org/2000/svg" | |||
| xmlns="http://www.w3.org/2000/svg" | |||
| xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd" | |||
| xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape" | |||
| width="210mm" | |||
| height="297mm" | |||
| viewBox="0 0 210 297" | |||
| version="1.1" | |||
| id="svg8" | |||
| inkscape:version="0.92.3 (2405546, 2018-03-11)" | |||
| sodipodi:docname="matrix-multiply.svg"> | |||
| <defs | |||
| id="defs2" /> | |||
| <sodipodi:namedview | |||
| id="base" | |||
| pagecolor="#ffffff" | |||
| bordercolor="#666666" | |||
| borderopacity="1.0" | |||
| inkscape:pageopacity="0.0" | |||
| inkscape:pageshadow="2" | |||
| inkscape:zoom="1.06" | |||
| inkscape:cx="442.13641" | |||
| inkscape:cy="826.66981" | |||
| inkscape:document-units="mm" | |||
| inkscape:current-layer="layer1" | |||
| showgrid="false" | |||
| inkscape:window-width="1920" | |||
| inkscape:window-height="1001" | |||
| inkscape:window-x="-9" | |||
| inkscape:window-y="-9" | |||
| inkscape:window-maximized="1" | |||
| inkscape:snap-global="false" /> | |||
| <metadata | |||
| id="metadata5"> | |||
| <rdf:RDF> | |||
| <cc:Work | |||
| rdf:about=""> | |||
| <dc:format>image/svg+xml</dc:format> | |||
| <dc:type | |||
| rdf:resource="http://purl.org/dc/dcmitype/StillImage" /> | |||
| <dc:title></dc:title> | |||
| </cc:Work> | |||
| </rdf:RDF> | |||
| </metadata> | |||
| <g | |||
| inkscape:label="Layer 1" | |||
| inkscape:groupmode="layer" | |||
| id="layer1"> | |||
| <rect | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#de4900;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" | |||
| id="rect815" | |||
| width="20.941383" | |||
| height="20.114748" | |||
| x="14.416583" | |||
| y="14.516284" /> | |||
| <text | |||
| xml:space="preserve" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| x="23.234007" | |||
| y="26.342777" | |||
| id="text819"><tspan | |||
| sodipodi:role="line" | |||
| id="tspan817" | |||
| x="23.234007" | |||
| y="26.342777" | |||
| style="stroke-width:0.19288115">x</tspan></text> | |||
| <rect | |||
| y="18.511679" | |||
| x="49.726513" | |||
| height="12.424885" | |||
| width="12.935495" | |||
| id="rect821" | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#3300de;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" /> | |||
| <text | |||
| id="text825" | |||
| y="26.089155" | |||
| x="53.128155" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| xml:space="preserve"><tspan | |||
| style="stroke-width:0.19288115" | |||
| y="26.089155" | |||
| x="53.128155" | |||
| id="tspan823" | |||
| sodipodi:role="line">w<tspan | |||
| style="font-size:3.34327316px;baseline-shift:sub;stroke-width:0.19288115" | |||
| id="tspan827">1</tspan></tspan></text> | |||
| <rect | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#3300de;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" | |||
| id="rect829" | |||
| width="12.935495" | |||
| height="12.424885" | |||
| x="65.157005" | |||
| y="18.511679" /> | |||
| <text | |||
| xml:space="preserve" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| x="68.558655" | |||
| y="26.089155" | |||
| id="text835"><tspan | |||
| sodipodi:role="line" | |||
| id="tspan833" | |||
| x="68.558655" | |||
| y="26.089155" | |||
| style="stroke-width:0.19288115">w<tspan | |||
| style="font-size:3.34327316px;baseline-shift:sub;stroke-width:0.19288115" | |||
| id="tspan853">2</tspan></tspan></text> | |||
| <rect | |||
| y="18.511679" | |||
| x="80.587502" | |||
| height="12.424885" | |||
| width="12.935495" | |||
| id="rect837" | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#3300de;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" /> | |||
| <text | |||
| id="text843" | |||
| y="26.089155" | |||
| x="83.989136" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| xml:space="preserve"><tspan | |||
| style="stroke-width:0.19288115" | |||
| y="26.089155" | |||
| x="83.989136" | |||
| id="tspan841" | |||
| sodipodi:role="line">w<tspan | |||
| style="font-size:3.34327316px;baseline-shift:sub;stroke-width:0.19288115" | |||
| id="tspan855">3</tspan></tspan></text> | |||
| <rect | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#3300de;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" | |||
| id="rect845" | |||
| width="12.935495" | |||
| height="12.424885" | |||
| x="96.018005" | |||
| y="18.511679" /> | |||
| <text | |||
| xml:space="preserve" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| x="99.419655" | |||
| y="26.089155" | |||
| id="text851"><tspan | |||
| sodipodi:role="line" | |||
| id="tspan849" | |||
| x="99.419655" | |||
| y="26.089155" | |||
| style="stroke-width:0.19288115">w<tspan | |||
| style="font-size:3.34327316px;baseline-shift:sub;stroke-width:0.19288115" | |||
| id="tspan857">4</tspan></tspan></text> | |||
| <rect | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#3300de;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" | |||
| id="rect859" | |||
| width="67.631081" | |||
| height="19.589043" | |||
| x="45.868889" | |||
| y="14.654056" /> | |||
| <text | |||
| xml:space="preserve" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| x="39.572586" | |||
| y="27.444956" | |||
| id="text863"><tspan | |||
| sodipodi:role="line" | |||
| id="tspan861" | |||
| x="39.572586" | |||
| y="27.444956" | |||
| style="stroke-width:0.19288115">*</tspan></text> | |||
| <text | |||
| id="text867" | |||
| y="26.386621" | |||
| x="117.36007" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| xml:space="preserve"><tspan | |||
| style="stroke-width:0.19288115" | |||
| y="26.386621" | |||
| x="117.36007" | |||
| id="tspan865" | |||
| sodipodi:role="line">=</tspan></text> | |||
| <rect | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke;font-variant-east_asian:normal" | |||
| id="rect869" | |||
| width="12.935495" | |||
| height="12.424885" | |||
| x="129.1015" | |||
| y="18.511679" /> | |||
| <text | |||
| xml:space="preserve" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| x="129.32812" | |||
| y="26.089155" | |||
| id="text875"><tspan | |||
| sodipodi:role="line" | |||
| id="tspan873" | |||
| x="129.32812" | |||
| y="26.089155" | |||
| style="stroke-width:0.19288115">x*w<tspan | |||
| id="tspan871" | |||
| style="font-size:3.34327316px;baseline-shift:sub;stroke-width:0.19288115">1</tspan></tspan></text> | |||
| <rect | |||
| y="18.511679" | |||
| x="144.53198" | |||
| height="12.424885" | |||
| width="12.935495" | |||
| id="rect877" | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke;font-variant-east_asian:normal" /> | |||
| <text | |||
| id="text883" | |||
| y="26.089155" | |||
| x="144.75862" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| xml:space="preserve"><tspan | |||
| style="stroke-width:0.19288115" | |||
| y="26.089155" | |||
| x="144.75862" | |||
| id="tspan881" | |||
| sodipodi:role="line">x*w<tspan | |||
| id="tspan879" | |||
| style="font-size:3.34327316px;baseline-shift:sub;stroke-width:0.19288115">2</tspan></tspan></text> | |||
| <rect | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke;font-variant-east_asian:normal" | |||
| id="rect885" | |||
| width="12.935495" | |||
| height="12.424885" | |||
| x="159.96251" | |||
| y="18.511679" /> | |||
| <text | |||
| xml:space="preserve" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| x="160.1891" | |||
| y="26.089155" | |||
| id="text891"><tspan | |||
| sodipodi:role="line" | |||
| id="tspan889" | |||
| x="160.1891" | |||
| y="26.089155" | |||
| style="stroke-width:0.19288115">x*w<tspan | |||
| id="tspan887" | |||
| style="font-size:3.34327316px;baseline-shift:sub;stroke-width:0.19288115">3</tspan></tspan></text> | |||
| <rect | |||
| y="18.511679" | |||
| x="175.39304" | |||
| height="12.424885" | |||
| width="12.935495" | |||
| id="rect893" | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke;font-variant-east_asian:normal" /> | |||
| <text | |||
| id="text899" | |||
| y="26.089155" | |||
| x="175.61966" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| xml:space="preserve"><tspan | |||
| style="stroke-width:0.19288115" | |||
| y="26.089155" | |||
| x="175.61966" | |||
| id="tspan897" | |||
| sodipodi:role="line">x*w<tspan | |||
| id="tspan895" | |||
| style="font-size:3.34327316px;baseline-shift:sub;stroke-width:0.19288115">4</tspan></tspan></text> | |||
| <rect | |||
| y="14.654056" | |||
| x="125.24387" | |||
| height="19.589043" | |||
| width="67.631081" | |||
| id="rect901" | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" /> | |||
| <rect | |||
| y="49.405224" | |||
| x="49.420624" | |||
| height="12.424885" | |||
| width="12.935495" | |||
| id="rect922" | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" /> | |||
| <text | |||
| id="text928" | |||
| y="56.9827" | |||
| x="49.647247" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| xml:space="preserve"><tspan | |||
| style="stroke-width:0.19288115" | |||
| y="56.9827" | |||
| x="49.647247" | |||
| id="tspan926" | |||
| sodipodi:role="line">x*w<tspan | |||
| style="font-size:3.34327316px;baseline-shift:sub;stroke-width:0.19288115" | |||
| id="tspan924">1</tspan></tspan></text> | |||
| <rect | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" | |||
| id="rect930" | |||
| width="12.935495" | |||
| height="12.424885" | |||
| x="64.851105" | |||
| y="49.405224" /> | |||
| <text | |||
| xml:space="preserve" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| x="65.077744" | |||
| y="56.9827" | |||
| id="text936"><tspan | |||
| sodipodi:role="line" | |||
| id="tspan934" | |||
| x="65.077744" | |||
| y="56.9827" | |||
| style="stroke-width:0.19288115">x*w<tspan | |||
| style="font-size:3.34327316px;baseline-shift:sub;stroke-width:0.19288115" | |||
| id="tspan932">2</tspan></tspan></text> | |||
| <rect | |||
| y="49.405224" | |||
| x="80.281631" | |||
| height="12.424885" | |||
| width="12.935495" | |||
| id="rect938" | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" /> | |||
| <text | |||
| id="text944" | |||
| y="56.9827" | |||
| x="80.508224" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| xml:space="preserve"><tspan | |||
| style="stroke-width:0.19288115" | |||
| y="56.9827" | |||
| x="80.508224" | |||
| id="tspan942" | |||
| sodipodi:role="line">x*w<tspan | |||
| style="font-size:3.34327316px;baseline-shift:sub;stroke-width:0.19288115" | |||
| id="tspan940">3</tspan></tspan></text> | |||
| <rect | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" | |||
| id="rect946" | |||
| width="12.935495" | |||
| height="12.424885" | |||
| x="95.712158" | |||
| y="49.405224" /> | |||
| <text | |||
| xml:space="preserve" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| x="95.938782" | |||
| y="56.9827" | |||
| id="text952"><tspan | |||
| sodipodi:role="line" | |||
| id="tspan950" | |||
| x="95.938782" | |||
| y="56.9827" | |||
| style="stroke-width:0.19288115">x*w<tspan | |||
| style="font-size:3.34327316px;baseline-shift:sub;stroke-width:0.19288115" | |||
| id="tspan948">4</tspan></tspan></text> | |||
| <rect | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" | |||
| id="rect954" | |||
| width="67.631081" | |||
| height="19.589043" | |||
| x="45.562996" | |||
| y="45.5476" /> | |||
| <text | |||
| id="text958" | |||
| y="58.136627" | |||
| x="39.572586" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| xml:space="preserve"><tspan | |||
| style="stroke-width:0.19288115" | |||
| y="58.136627" | |||
| x="39.572586" | |||
| id="tspan956" | |||
| sodipodi:role="line">*</tspan></text> | |||
| <rect | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00c3de;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke;font-variant-east_asian:normal" | |||
| id="rect960" | |||
| width="12.935495" | |||
| height="12.424885" | |||
| x="49.089653" | |||
| y="-31.175264" | |||
| transform="rotate(90)" /> | |||
| <rect | |||
| y="-31.175264" | |||
| x="64.520134" | |||
| height="12.424885" | |||
| width="12.935495" | |||
| id="rect962" | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00c3de;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke;font-variant-east_asian:normal" | |||
| transform="rotate(90)" /> | |||
| <rect | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00c3de;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke;font-variant-east_asian:normal" | |||
| id="rect964" | |||
| width="12.935495" | |||
| height="12.424885" | |||
| x="79.950661" | |||
| y="-31.175264" | |||
| transform="rotate(90)" /> | |||
| <rect | |||
| y="-31.175264" | |||
| x="95.381187" | |||
| height="12.424885" | |||
| width="12.935495" | |||
| id="rect966" | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00c3de;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke;font-variant-east_asian:normal" | |||
| transform="rotate(90)" /> | |||
| <rect | |||
| y="-35.032883" | |||
| x="45.232025" | |||
| height="19.589043" | |||
| width="67.631081" | |||
| id="rect968" | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00c3de;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" | |||
| transform="rotate(90)" /> | |||
| <text | |||
| id="text986" | |||
| y="56.930447" | |||
| x="22.10532" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| xml:space="preserve"><tspan | |||
| style="stroke-width:0.19288115" | |||
| y="56.930447" | |||
| x="22.10532" | |||
| id="tspan984" | |||
| sodipodi:role="line">A<tspan | |||
| style="font-size:64.99999762%;baseline-shift:sub" | |||
| id="tspan988">1</tspan></tspan></text> | |||
| <text | |||
| xml:space="preserve" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| x="22.10532" | |||
| y="72.805443" | |||
| id="text994"><tspan | |||
| sodipodi:role="line" | |||
| id="tspan992" | |||
| x="22.10532" | |||
| y="72.805443" | |||
| style="stroke-width:0.19288115">A<tspan | |||
| id="tspan990" | |||
| style="font-size:64.99999762%;baseline-shift:sub">2</tspan></tspan></text> | |||
| <text | |||
| id="text1000" | |||
| y="87.622101" | |||
| x="22.10532" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| xml:space="preserve"><tspan | |||
| style="stroke-width:0.19288115" | |||
| y="87.622101" | |||
| x="22.10532" | |||
| id="tspan998" | |||
| sodipodi:role="line">A<tspan | |||
| style="font-size:64.99999762%;baseline-shift:sub" | |||
| id="tspan996">3</tspan></tspan></text> | |||
| <text | |||
| xml:space="preserve" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| x="22.10532" | |||
| y="103.49709" | |||
| id="text1006"><tspan | |||
| sodipodi:role="line" | |||
| id="tspan1004" | |||
| x="22.10532" | |||
| y="103.49709" | |||
| style="stroke-width:0.19288115">A<tspan | |||
| id="tspan1002" | |||
| style="font-size:64.99999762%;baseline-shift:sub">4</tspan></tspan></text> | |||
| <text | |||
| xml:space="preserve" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| x="117.36007" | |||
| y="57.078293" | |||
| id="text1010"><tspan | |||
| sodipodi:role="line" | |||
| id="tspan1008" | |||
| x="117.36007" | |||
| y="57.078293" | |||
| style="stroke-width:0.19288115">=</tspan></text> | |||
| <rect | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" | |||
| id="rect1014" | |||
| width="12.935495" | |||
| height="12.424885" | |||
| x="128.79561" | |||
| y="49.405224" /> | |||
| <rect | |||
| y="49.405224" | |||
| x="144.2261" | |||
| height="12.424885" | |||
| width="12.935495" | |||
| id="rect1016" | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" /> | |||
| <rect | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" | |||
| id="rect1018" | |||
| width="12.935495" | |||
| height="12.424885" | |||
| x="159.65663" | |||
| y="49.405224" /> | |||
| <rect | |||
| y="49.405224" | |||
| x="175.08719" | |||
| height="12.424885" | |||
| width="12.935495" | |||
| id="rect1020" | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" /> | |||
| <rect | |||
| y="45.5476" | |||
| x="124.93797" | |||
| height="66.846992" | |||
| width="67.631088" | |||
| id="rect1022" | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" /> | |||
| <rect | |||
| y="65.280228" | |||
| x="128.79561" | |||
| height="12.424885" | |||
| width="12.935495" | |||
| id="rect1024" | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" /> | |||
| <rect | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" | |||
| id="rect1026" | |||
| width="12.935495" | |||
| height="12.424885" | |||
| x="144.2261" | |||
| y="65.280228" /> | |||
| <rect | |||
| y="65.280228" | |||
| x="159.65663" | |||
| height="12.424885" | |||
| width="12.935495" | |||
| id="rect1028" | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" /> | |||
| <rect | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" | |||
| id="rect1030" | |||
| width="12.935495" | |||
| height="12.424885" | |||
| x="175.08719" | |||
| y="65.280228" /> | |||
| <rect | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" | |||
| id="rect1032" | |||
| width="12.935495" | |||
| height="12.424885" | |||
| x="128.79561" | |||
| y="81.15522" /> | |||
| <rect | |||
| y="81.15522" | |||
| x="144.2261" | |||
| height="12.424885" | |||
| width="12.935495" | |||
| id="rect1034" | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" /> | |||
| <rect | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" | |||
| id="rect1036" | |||
| width="12.935495" | |||
| height="12.424885" | |||
| x="159.65663" | |||
| y="81.15522" /> | |||
| <rect | |||
| y="81.15522" | |||
| x="175.08719" | |||
| height="12.424885" | |||
| width="12.935495" | |||
| id="rect1038" | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" /> | |||
| <rect | |||
| y="97.030212" | |||
| x="128.79561" | |||
| height="12.424885" | |||
| width="12.935495" | |||
| id="rect1040" | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" /> | |||
| <rect | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" | |||
| id="rect1042" | |||
| width="12.935495" | |||
| height="12.424885" | |||
| x="144.2261" | |||
| y="97.030212" /> | |||
| <rect | |||
| y="97.030212" | |||
| x="159.65663" | |||
| height="12.424885" | |||
| width="12.935495" | |||
| id="rect1044" | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" /> | |||
| <rect | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#00de52;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" | |||
| id="rect1046" | |||
| width="12.935495" | |||
| height="12.424885" | |||
| x="175.08719" | |||
| y="97.030212" /> | |||
| <text | |||
| xml:space="preserve" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| x="128.65828" | |||
| y="56.453533" | |||
| id="text1052"><tspan | |||
| sodipodi:role="line" | |||
| x="128.65828" | |||
| y="56.453533" | |||
| style="font-size:2.82222223px;stroke-width:0.19288115" | |||
| id="tspan1056">A<tspan | |||
| style="font-size:2.82222223px;baseline-shift:sub" | |||
| id="tspan1067">1</tspan>*x*w<tspan | |||
| style="font-size:65%;baseline-shift:sub" | |||
| id="tspan1093">1</tspan></tspan></text> | |||
| <text | |||
| id="text1075" | |||
| y="56.453533" | |||
| x="144.53329" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| xml:space="preserve"><tspan | |||
| id="tspan1073" | |||
| style="font-size:2.82222223px;stroke-width:0.19288115" | |||
| y="56.453533" | |||
| x="144.53329" | |||
| sodipodi:role="line">A<tspan | |||
| id="tspan1069" | |||
| style="font-size:2.82222223px;baseline-shift:sub">1</tspan>*x*w<tspan | |||
| style="font-size:2.82222223px;baseline-shift:sub;stroke-width:0.19288115" | |||
| id="tspan1071">2</tspan></tspan></text> | |||
| <text | |||
| xml:space="preserve" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| x="159.87915" | |||
| y="56.453533" | |||
| id="text1083"><tspan | |||
| sodipodi:role="line" | |||
| x="159.87915" | |||
| y="56.453533" | |||
| style="font-size:2.82222223px;stroke-width:0.19288115" | |||
| id="tspan1081">A<tspan | |||
| style="font-size:2.82222223px;baseline-shift:sub" | |||
| id="tspan1077">1</tspan>*x*w<tspan | |||
| id="tspan1079" | |||
| style="font-size:2.82222223px;baseline-shift:sub;stroke-width:0.19288115">3</tspan></tspan></text> | |||
| <text | |||
| id="text1091" | |||
| y="56.453533" | |||
| x="174.69585" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| xml:space="preserve"><tspan | |||
| id="tspan1089" | |||
| style="font-size:2.82222223px;stroke-width:0.19288115" | |||
| y="56.453533" | |||
| x="174.69585" | |||
| sodipodi:role="line">A<tspan | |||
| id="tspan1085" | |||
| style="font-size:2.82222223px;baseline-shift:sub">1</tspan>*x*w<tspan | |||
| style="font-size:2.82222223px;baseline-shift:sub;stroke-width:0.19288115" | |||
| id="tspan1087">4</tspan></tspan></text> | |||
| <text | |||
| id="text1101" | |||
| y="72.328529" | |||
| x="128.65828" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| xml:space="preserve"><tspan | |||
| id="tspan1099" | |||
| style="font-size:2.82222223px;stroke-width:0.19288115" | |||
| y="72.328529" | |||
| x="128.65828" | |||
| sodipodi:role="line">A<tspan | |||
| id="tspan1095" | |||
| style="font-size:2.82222223px;baseline-shift:sub">2</tspan>*x*w<tspan | |||
| id="tspan1097" | |||
| style="font-size:64.99999762%;baseline-shift:sub">1</tspan></tspan></text> | |||
| <text | |||
| xml:space="preserve" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| x="144.53329" | |||
| y="72.328529" | |||
| id="text1109"><tspan | |||
| sodipodi:role="line" | |||
| x="144.53329" | |||
| y="72.328529" | |||
| style="font-size:2.82222223px;stroke-width:0.19288115" | |||
| id="tspan1107">A<tspan | |||
| style="font-size:2.82222223px;baseline-shift:sub" | |||
| id="tspan1103">2</tspan>*x*w<tspan | |||
| id="tspan1105" | |||
| style="font-size:2.82222223px;baseline-shift:sub;stroke-width:0.19288115">2</tspan></tspan></text> | |||
| <text | |||
| id="text1117" | |||
| y="72.328529" | |||
| x="159.87915" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| xml:space="preserve"><tspan | |||
| id="tspan1115" | |||
| style="font-size:2.82222223px;stroke-width:0.19288115" | |||
| y="72.328529" | |||
| x="159.87915" | |||
| sodipodi:role="line">A<tspan | |||
| id="tspan1111" | |||
| style="font-size:2.82222223px;baseline-shift:sub">2</tspan>*x*w<tspan | |||
| style="font-size:2.82222223px;baseline-shift:sub;stroke-width:0.19288115" | |||
| id="tspan1113">3</tspan></tspan></text> | |||
| <text | |||
| xml:space="preserve" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| x="174.69585" | |||
| y="72.328529" | |||
| id="text1125"><tspan | |||
| sodipodi:role="line" | |||
| x="174.69585" | |||
| y="72.328529" | |||
| style="font-size:2.82222223px;stroke-width:0.19288115" | |||
| id="tspan1123">A<tspan | |||
| style="font-size:2.82222223px;baseline-shift:sub" | |||
| id="tspan1119">2</tspan>*x*w<tspan | |||
| id="tspan1121" | |||
| style="font-size:2.82222223px;baseline-shift:sub;stroke-width:0.19288115">4</tspan></tspan></text> | |||
| <text | |||
| xml:space="preserve" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| x="128.65828" | |||
| y="88.203522" | |||
| id="text1133"><tspan | |||
| sodipodi:role="line" | |||
| x="128.65828" | |||
| y="88.203522" | |||
| style="font-size:2.82222223px;stroke-width:0.19288115" | |||
| id="tspan1131">A<tspan | |||
| style="font-size:2.82222223px;baseline-shift:sub" | |||
| id="tspan1127">3</tspan>*x*w<tspan | |||
| style="font-size:64.99999762%;baseline-shift:sub" | |||
| id="tspan1129">1</tspan></tspan></text> | |||
| <text | |||
| id="text1141" | |||
| y="88.203522" | |||
| x="144.53329" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| xml:space="preserve"><tspan | |||
| id="tspan1139" | |||
| style="font-size:2.82222223px;stroke-width:0.19288115" | |||
| y="88.203522" | |||
| x="144.53329" | |||
| sodipodi:role="line">A<tspan | |||
| id="tspan1135" | |||
| style="font-size:2.82222223px;baseline-shift:sub">3</tspan>*x*w<tspan | |||
| style="font-size:2.82222223px;baseline-shift:sub;stroke-width:0.19288115" | |||
| id="tspan1137">2</tspan></tspan></text> | |||
| <text | |||
| xml:space="preserve" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| x="159.87915" | |||
| y="88.203522" | |||
| id="text1149"><tspan | |||
| sodipodi:role="line" | |||
| x="159.87915" | |||
| y="88.203522" | |||
| style="font-size:2.82222223px;stroke-width:0.19288115" | |||
| id="tspan1147">A<tspan | |||
| style="font-size:2.82222223px;baseline-shift:sub" | |||
| id="tspan1143">3</tspan>*x*w<tspan | |||
| id="tspan1145" | |||
| style="font-size:2.82222223px;baseline-shift:sub;stroke-width:0.19288115">3</tspan></tspan></text> | |||
| <text | |||
| id="text1157" | |||
| y="88.203522" | |||
| x="174.69585" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| xml:space="preserve"><tspan | |||
| id="tspan1155" | |||
| style="font-size:2.82222223px;stroke-width:0.19288115" | |||
| y="88.203522" | |||
| x="174.69585" | |||
| sodipodi:role="line">A<tspan | |||
| id="tspan1151" | |||
| style="font-size:2.82222223px;baseline-shift:sub">3</tspan>*x*w<tspan | |||
| style="font-size:2.82222223px;baseline-shift:sub;stroke-width:0.19288115" | |||
| id="tspan1153">4</tspan></tspan></text> | |||
| <text | |||
| id="text1165" | |||
| y="104.07851" | |||
| x="128.65828" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| xml:space="preserve"><tspan | |||
| id="tspan1163" | |||
| style="font-size:2.82222223px;stroke-width:0.19288115" | |||
| y="104.07851" | |||
| x="128.65828" | |||
| sodipodi:role="line">A<tspan | |||
| id="tspan1159" | |||
| style="font-size:2.82222223px;baseline-shift:sub">4</tspan>*x*w<tspan | |||
| id="tspan1161" | |||
| style="font-size:64.99999762%;baseline-shift:sub">1</tspan></tspan></text> | |||
| <text | |||
| xml:space="preserve" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| x="144.53329" | |||
| y="104.07851" | |||
| id="text1173"><tspan | |||
| sodipodi:role="line" | |||
| x="144.53329" | |||
| y="104.07851" | |||
| style="font-size:2.82222223px;stroke-width:0.19288115" | |||
| id="tspan1171">A<tspan | |||
| style="font-size:2.82222223px;baseline-shift:sub" | |||
| id="tspan1167">4</tspan>*x*w<tspan | |||
| id="tspan1169" | |||
| style="font-size:2.82222223px;baseline-shift:sub;stroke-width:0.19288115">2</tspan></tspan></text> | |||
| <text | |||
| id="text1181" | |||
| y="104.07851" | |||
| x="159.87915" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| xml:space="preserve"><tspan | |||
| id="tspan1179" | |||
| style="font-size:2.82222223px;stroke-width:0.19288115" | |||
| y="104.07851" | |||
| x="159.87915" | |||
| sodipodi:role="line">A<tspan | |||
| id="tspan1175" | |||
| style="font-size:2.82222223px;baseline-shift:sub">4</tspan>*x*w<tspan | |||
| style="font-size:2.82222223px;baseline-shift:sub;stroke-width:0.19288115" | |||
| id="tspan1177">3</tspan></tspan></text> | |||
| <text | |||
| xml:space="preserve" | |||
| style="font-style:normal;font-weight:normal;font-size:5.14349747px;line-height:1.25;font-family:sans-serif;letter-spacing:0px;word-spacing:0px;fill:#000000;fill-opacity:1;stroke:none;stroke-width:0.19288115" | |||
| x="174.69585" | |||
| y="104.07851" | |||
| id="text1189"><tspan | |||
| sodipodi:role="line" | |||
| x="174.69585" | |||
| y="104.07851" | |||
| style="font-size:2.82222223px;stroke-width:0.19288115" | |||
| id="tspan1187">A<tspan | |||
| style="font-size:2.82222223px;baseline-shift:sub" | |||
| id="tspan1183">4</tspan>*x*w<tspan | |||
| id="tspan1185" | |||
| style="font-size:2.82222223px;baseline-shift:sub;stroke-width:0.19288115">4</tspan></tspan></text> | |||
| <ellipse | |||
| style="opacity:1;vector-effect:none;fill:none;fill-opacity:1;stroke:#ff0400;stroke-width:0.72899967;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;paint-order:markers fill stroke" | |||
| id="path1191" | |||
| transform="rotate(45)" | |||
| ry="8.4866343" | |||
| rx="49.835232" | |||
| cy="-55.708145" | |||
| cx="168.62175" /> | |||
| </g> | |||
| </svg> | |||
+ 61
- 0
src/icosagon/fastconv.py
View File
| @@ -7,6 +7,67 @@ import torch | |||
| from .weights import init_glorot | |||
| def _cat(matrices: List[torch.Tensor]): | |||
| if len(matrices) == 0: | |||
| raise ValueError('Empty list passed to _cat()') | |||
| n = sum(a.is_sparse for a in matrices) | |||
| if n != 0 and n != len(matrices): | |||
| raise ValueError('All matrices must have the same layout (dense or sparse)') | |||
| if not all(a.shape[1:] == matrices[0].shape[1:]): | |||
| raise ValueError('All matrices must have the same dimensions apart from dimension 0') | |||
| if not matrices[0].is_sparse: | |||
| return torch.cat(matrices) | |||
| total_rows = sum(a.shape[0] for a in matrices) | |||
| indices = [] | |||
| values = [] | |||
| row_offset = 0 | |||
| for a in matrices: | |||
| ind = a._indices().clone() | |||
| val = a._values() | |||
| ind[0] += row_offset | |||
| ind = ind.transpose(0, 1) | |||
| indices.append(ind) | |||
| values.append(val) | |||
| row_offset += a.shape[0] | |||
| indices = torch.cat(indices).transpose(0, 1) | |||
| values = torch.cat(values) | |||
| res = _sparse_coo_tensor(indices, values) | |||
| return res | |||
| class FastGraphConv(torch.nn.Module): | |||
| def __init__(self, | |||
| in_channels: int, | |||
| out_channels: int, | |||
| adjacency_matrix: List[torch.Tensor], | |||
| **kwargs): | |||
| self.in_channels = in_channels | |||
| self.out_channels = out_channels | |||
| self.weight = torch.cat([ | |||
| init_glorot(in_channels, out_channels) \ | |||
| for _ in adjacency_matrix | |||
| ], dim=1) | |||
| self.adjacency_matrix = _cat(adjacency_matrix) | |||
| def forward(self, x): | |||
| x = torch.sparse.mm(x, self.weight) \ | |||
| if x.is_sparse \ | |||
| else torch.mm(x, self.weight) | |||
| x = torch.sparse.mm(self.adjacency_matrix, x) \ | |||
| if self.adjacency_matrix.is_sparse \ | |||
| else torch.mm(self.adjacency_matrix, x) | |||
| return x | |||
| class FastConvLayer(torch.nn.Module): | |||
| adjacency_matrix: List[torch.Tensor] | |||
| adjacency_matrix_backward: List[torch.Tensor] | |||