tests/utils/uml_training.svg

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cluster torch--><polygon fill="#FFFFFF" filter="url(#fii02y2tjiohh)" points="842.94,1215.5,890.94,1215.5,897.94,1237.7969,1147.94,1237.7969,1147.94,1298.5,842.94,1298.5,842.94,1215.5" style="stroke: #000000; stroke-width: 1.5;"/><line style="stroke: #000000; stroke-width: 1.5;" x1="842.94" x2="897.94" y1="1237.7969" y2="1237.7969"/><text fill="#000000" font-family="sans-serif" font-size="14" font-weight="bold" lengthAdjust="spacingAndGlyphs" textLength="42" x="846.94" y="1230.4951">torch</text><!--MD5=[e70268632610cd6ca0629412dd3aca02]
cluster h5py--><polygon fill="#FFFFFF" filter="url(#fii02y2tjiohh)" points="100.94,1215.5,145.94,1215.5,152.94,1237.7969,344.94,1237.7969,344.94,1298.5,100.94,1298.5,100.94,1215.5" style="stroke: #000000; stroke-width: 1.5;"/><line style="stroke: #000000; stroke-width: 1.5;" x1="100.94" x2="152.94" y1="1237.7969" y2="1237.7969"/><text fill="#000000" font-family="sans-serif" font-size="14" font-weight="bold" lengthAdjust="spacingAndGlyphs" textLength="39" x="104.94" y="1230.4951">h5py</text><!--MD5=[b1104fca34c174f1e4386da496bd60d7]
cluster logging--><polygon fill="#FFFFFF" filter="url(#fii02y2tjiohh)" points="834.94,559.5,898.94,559.5,905.94,581.7969,962.94,581.7969,962.94,642.5,834.94,642.5,834.94,559.5" style="stroke: #000000; stroke-width: 1.5;"/><line style="stroke: #000000; stroke-width: 1.5;" x1="834.94" x2="905.94" y1="581.7969" y2="581.7969"/><text fill="#000000" font-family="sans-serif" font-size="14" font-weight="bold" lengthAdjust="spacingAndGlyphs" textLength="58" x="838.94" y="574.4951">logging</text><!--MD5=[3baab3a19b241b3c0b643b1f6af1261b]
cluster re--><polygon fill="#FFFFFF" filter="url(#fii02y2tjiohh)" points="254.94,559.5,277.94,559.5,284.94,581.7969,366.94,581.7969,366.94,642.5,254.94,642.5,254.94,559.5" style="stroke: #000000; stroke-width: 1.5;"/><line style="stroke: #000000; stroke-width: 1.5;" x1="254.94" x2="284.94" y1="581.7969" y2="581.7969"/><text fill="#000000" font-family="sans-serif" font-size="14" font-weight="bold" lengthAdjust="spacingAndGlyphs" textLength="17" x="258.94" y="574.4951">re</text><!--MD5=[e91c1a4b5acdeea7335b57bbce66c349]
cluster torch.nn--><polygon fill="#FFFFFF" filter="url(#fii02y2tjiohh)" points="4687.94,1215.5,4760.94,1215.5,4767.94,1237.7969,5150.94,1237.7969,5150.94,1298.5,4687.94,1298.5,4687.94,1215.5" style="stroke: #000000; stroke-width: 1.5;"/><line style="stroke: #000000; stroke-width: 1.5;" x1="4687.94" x2="4767.94" y1="1237.7969" y2="1237.7969"/><text fill="#000000" font-family="sans-serif" font-size="14" font-weight="bold" lengthAdjust="spacingAndGlyphs" textLength="67" x="4691.94" y="1230.4951">torch.nn</text><!--MD5=[e92695ead8133017655b4ae69b0dd264]
cluster nn--><polygon fill="#FFFFFF" filter="url(#fii02y2tjiohh)" points="6193.94,559.5,6219.94,559.5,6226.94,581.7969,6303.94,581.7969,6303.94,642.5,6193.94,642.5,6193.94,559.5" style="stroke: #000000; stroke-width: 1.5;"/><line style="stroke: #000000; stroke-width: 1.5;" x1="6193.94" x2="6226.94" y1="581.7969" y2="581.7969"/><text fill="#000000" font-family="sans-serif" font-size="14" font-weight="bold" lengthAdjust="spacingAndGlyphs" textLength="20" x="6197.94" y="574.4951">nn</text><!--MD5=[649df52b41ea0d059d13fd2f1b4ce0c8]
cluster np--><polygon fill="#FFFFFF" filter="url(#fii02y2tjiohh)" points="1180.94,559.5,1206.94,559.5,1213.94,581.7969,1290.94,581.7969,1290.94,642.5,1180.94,642.5,1180.94,559.5" style="stroke: #000000; stroke-width: 1.5;"/><line style="stroke: #000000; stroke-width: 1.5;" x1="1180.94" x2="1213.94" y1="581.7969" y2="581.7969"/><text fill="#000000" font-family="sans-serif" font-size="14" font-weight="bold" lengthAdjust="spacingAndGlyphs" textLength="20" x="1184.94" y="574.4951">np</text><!--MD5=[eee0bf74b4dbda7c723fcd76053e7eb5]
cluster copy--><polygon fill="#FFFFFF" filter="url(#fii02y2tjiohh)" points="1314.94,559.5,1358.94,559.5,1365.94,581.7969,1438.94,581.7969,1438.94,642.5,1314.94,642.5,1314.94,559.5" style="stroke: #000000; stroke-width: 1.5;"/><line style="stroke: #000000; stroke-width: 1.5;" x1="1314.94" x2="1365.94" y1="581.7969" y2="581.7969"/><text fill="#000000" font-family="sans-serif" font-size="14" font-weight="bold" lengthAdjust="spacingAndGlyphs" textLength="38" x="1318.94" y="574.4951">copy</text><!--MD5=[53fa31141ac9cd082fe3cb6e06570311]
cluster nx--><polygon fill="#FFFFFF" filter="url(#fii02y2tjiohh)" points="2993.94,1215.5,3018.94,1215.5,3025.94,1237.7969,3450.94,1237.7969,3450.94,1298.5,2993.94,1298.5,2993.94,1215.5" style="stroke: #000000; stroke-width: 1.5;"/><line style="stroke: #000000; stroke-width: 1.5;" x1="2993.94" x2="3025.94" y1="1237.7969" y2="1237.7969"/><text fill="#000000" font-family="sans-serif" font-size="14" font-weight="bold" lengthAdjust="spacingAndGlyphs" textLength="19" x="2997.94" y="1230.4951">nx</text><!--MD5=[d29ba9a0f2edbc88a4a47adb820d6234]
cluster community--><polygon fill="#FFFFFF" filter="url(#fii02y2tjiohh)" points="2357.94,1215.5,2449.94,1215.5,2456.94,1237.7969,2509.94,1237.7969,2509.94,1298.5,2357.94,1298.5,2357.94,1215.5" style="stroke: #000000; stroke-width: 1.5;"/><line style="stroke: #000000; stroke-width: 1.5;" x1="2357.94" x2="2456.94" y1="1237.7969" y2="1237.7969"/><text fill="#000000" font-family="sans-serif" font-size="14" font-weight="bold" lengthAdjust="spacingAndGlyphs" textLength="86" x="2361.94" y="1230.4951">community</text><!--MD5=[5bc1160419a35f57896d40e7b7e2464d]
cluster mc--><polygon fill="#FFFFFF" filter="url(#fii02y2tjiohh)" points="2712.94,1215.5,2741.94,1215.5,2748.94,1237.7969,2969.94,1237.7969,2969.94,1298.5,2712.94,1298.5,2712.94,1215.5" style="stroke: #000000; stroke-width: 1.5;"/><line style="stroke: #000000; stroke-width: 1.5;" x1="2712.94" x2="2748.94" y1="1237.7969" y2="1237.7969"/><text fill="#000000" font-family="sans-serif" font-size="14" font-weight="bold" lengthAdjust="spacingAndGlyphs" textLength="23" x="2716.94" y="1230.4951">mc</text><!--MD5=[c23c53dfca18c97704152f5fda5f5931]
cluster pd--><polygon fill="#FFFFFF" filter="url(#fii02y2tjiohh)" points="1896.94,1215.5,1922.94,1215.5,1929.94,1237.7969,2139.94,1237.7969,2139.94,1298.5,1896.94,1298.5,1896.94,1215.5" style="stroke: #000000; stroke-width: 1.5;"/><line style="stroke: #000000; stroke-width: 1.5;" x1="1896.94" x2="1929.94" y1="1237.7969" y2="1237.7969"/><text fill="#000000" font-family="sans-serif" font-size="14" font-weight="bold" lengthAdjust="spacingAndGlyphs" textLength="20" x="1900.94" y="1230.4951">pd</text><!--MD5=[82a3a8c78c226d727f8d299e294b4072]
class torch.device--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="torch.device" style="stroke: #A80036; stroke-width: 1.5;" width="72" x="858.94" y="1250.5"/><ellipse cx="873.94" cy="1266.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M876.9088,1272.1406 Q876.3306,1272.4375 875.69,1272.5781 Q875.0494,1272.7344 874.3463,1272.7344 Q871.8463,1272.7344 870.5181,1271.0938 Q869.2056,1269.4375 869.2056,1266.3125 Q869.2056,1263.1875 870.5181,1261.5313 Q871.8463,1259.875 874.3463,1259.875 Q875.0494,1259.875 875.69,1260.0313 Q876.3463,1260.1875 876.9088,1260.4844 L876.9088,1263.2031 Q876.2838,1262.625 875.69,1262.3594 Q875.0963,1262.0781 874.4713,1262.0781 Q873.1275,1262.0781 872.44,1263.1563 Q871.7525,1264.2188 871.7525,1266.3125 Q871.7525,1268.4063 872.44,1269.4844 Q873.1275,1270.5469 874.4713,1270.5469 Q875.0963,1270.5469 875.69,1270.2813 Q876.2838,1270 876.9088,1269.4219 L876.9088,1272.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="40" x="887.94" y="1270.6543">device</text><!--MD5=[744a841551c6fbd2e1663249639ed755]
class torch.tensor--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="torch.tensor" style="stroke: #A80036; stroke-width: 1.5;" width="73" x="966.44" y="1250.5"/><ellipse cx="981.44" cy="1266.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M984.4088,1272.1406 Q983.8306,1272.4375 983.19,1272.5781 Q982.5494,1272.7344 981.8463,1272.7344 Q979.3463,1272.7344 978.0181,1271.0938 Q976.7056,1269.4375 976.7056,1266.3125 Q976.7056,1263.1875 978.0181,1261.5313 Q979.3463,1259.875 981.8463,1259.875 Q982.5494,1259.875 983.19,1260.0313 Q983.8463,1260.1875 984.4088,1260.4844 L984.4088,1263.2031 Q983.7838,1262.625 983.19,1262.3594 Q982.5963,1262.0781 981.9713,1262.0781 Q980.6275,1262.0781 979.94,1263.1563 Q979.2525,1264.2188 979.2525,1266.3125 Q979.2525,1268.4063 979.94,1269.4844 Q980.6275,1270.5469 981.9713,1270.5469 Q982.5963,1270.5469 983.19,1270.2813 Q983.7838,1270 984.4088,1269.4219 L984.4088,1272.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="41" x="995.44" y="1270.6543">tensor</text><!--MD5=[f837745f36d874a3e35710c857dc5158]
class torch.max--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="torch.max" style="stroke: #A80036; stroke-width: 1.5;" width="57" x="1074.44" y="1250.5"/><ellipse cx="1089.44" cy="1266.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M1092.4088,1272.1406 Q1091.8306,1272.4375 1091.19,1272.5781 Q1090.5494,1272.7344 1089.8463,1272.7344 Q1087.3463,1272.7344 1086.0181,1271.0938 Q1084.7056,1269.4375 1084.7056,1266.3125 Q1084.7056,1263.1875 1086.0181,1261.5313 Q1087.3463,1259.875 1089.8463,1259.875 Q1090.5494,1259.875 1091.19,1260.0313 Q1091.8463,1260.1875 1092.4088,1260.4844 L1092.4088,1263.2031 Q1091.7838,1262.625 1091.19,1262.3594 Q1090.5963,1262.0781 1089.9713,1262.0781 Q1088.6275,1262.0781 1087.94,1263.1563 Q1087.2525,1264.2188 1087.2525,1266.3125 Q1087.2525,1268.4063 1087.94,1269.4844 Q1088.6275,1270.5469 1089.9713,1270.5469 Q1090.5963,1270.5469 1091.19,1270.2813 Q1091.7838,1270 1092.4088,1269.4219 L1092.4088,1272.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="25" x="1103.44" y="1270.6543">max</text><!--MD5=[9e4e57d2f4b83361ce6fb6131edd0b64]
class h5py.Group--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="h5py.Group" style="stroke: #A80036; stroke-width: 1.5;" width="70" x="258.94" y="1250.5"/><ellipse cx="273.94" cy="1266.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M276.9088,1272.1406 Q276.3306,1272.4375 275.69,1272.5781 Q275.0494,1272.7344 274.3463,1272.7344 Q271.8463,1272.7344 270.5181,1271.0938 Q269.2056,1269.4375 269.2056,1266.3125 Q269.2056,1263.1875 270.5181,1261.5313 Q271.8463,1259.875 274.3463,1259.875 Q275.0494,1259.875 275.69,1260.0313 Q276.3463,1260.1875 276.9088,1260.4844 L276.9088,1263.2031 Q276.2838,1262.625 275.69,1262.3594 Q275.0963,1262.0781 274.4713,1262.0781 Q273.1275,1262.0781 272.44,1263.1563 Q271.7525,1264.2188 271.7525,1266.3125 Q271.7525,1268.4063 272.44,1269.4844 Q273.1275,1270.5469 274.4713,1270.5469 Q275.0963,1270.5469 275.69,1270.2813 Q276.2838,1270 276.9088,1269.4219 L276.9088,1272.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="38" x="287.94" y="1270.6543">Group</text><!--MD5=[1984e729adc8174ed3acf5d25a991c71]
class h5py.ExternalLink--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="h5py.ExternalLink" style="stroke: #A80036; stroke-width: 1.5;" width="107" x="116.44" y="1250.5"/><ellipse cx="131.44" cy="1266.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M134.4088,1272.1406 Q133.8306,1272.4375 133.19,1272.5781 Q132.5494,1272.7344 131.8463,1272.7344 Q129.3463,1272.7344 128.0181,1271.0938 Q126.7056,1269.4375 126.7056,1266.3125 Q126.7056,1263.1875 128.0181,1261.5313 Q129.3463,1259.875 131.8463,1259.875 Q132.5494,1259.875 133.19,1260.0313 Q133.8463,1260.1875 134.4088,1260.4844 L134.4088,1263.2031 Q133.7838,1262.625 133.19,1262.3594 Q132.5963,1262.0781 131.9713,1262.0781 Q130.6275,1262.0781 129.94,1263.1563 Q129.2525,1264.2188 129.2525,1266.3125 Q129.2525,1268.4063 129.94,1269.4844 Q130.6275,1270.5469 131.9713,1270.5469 Q132.5963,1270.5469 133.19,1270.2813 Q133.7838,1270 134.4088,1269.4219 L134.4088,1272.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="75" x="145.44" y="1270.6543">ExternalLink</text><!--MD5=[16e8e708cb2ff63d665a6623c36eb742]
class logging.getLogger--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="logging.getLogger" style="stroke: #A80036; stroke-width: 1.5;" width="96" x="850.94" y="594.5"/><ellipse cx="865.94" cy="610.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M868.9088,616.1406 Q868.3306,616.4375 867.69,616.5781 Q867.0494,616.7344 866.3463,616.7344 Q863.8463,616.7344 862.5181,615.0938 Q861.2056,613.4375 861.2056,610.3125 Q861.2056,607.1875 862.5181,605.5313 Q863.8463,603.875 866.3463,603.875 Q867.0494,603.875 867.69,604.0313 Q868.3463,604.1875 868.9088,604.4844 L868.9088,607.2031 Q868.2838,606.625 867.69,606.3594 Q867.0963,606.0781 866.4713,606.0781 Q865.1275,606.0781 864.44,607.1563 Q863.7525,608.2188 863.7525,610.3125 Q863.7525,612.4063 864.44,613.4844 Q865.1275,614.5469 866.4713,614.5469 Q867.0963,614.5469 867.69,614.2813 Q868.2838,614 868.9088,613.4219 L868.9088,616.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="64" x="879.94" y="614.6543">getLogger</text><!--MD5=[77b21b474d767d5512f17c2fd6dc9020]
class re.compile--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="re.compile" style="stroke: #A80036; stroke-width: 1.5;" width="80" x="270.94" y="594.5"/><ellipse cx="285.94" cy="610.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M288.9088,616.1406 Q288.3306,616.4375 287.69,616.5781 Q287.0494,616.7344 286.3463,616.7344 Q283.8463,616.7344 282.5181,615.0938 Q281.2056,613.4375 281.2056,610.3125 Q281.2056,607.1875 282.5181,605.5313 Q283.8463,603.875 286.3463,603.875 Q287.0494,603.875 287.69,604.0313 Q288.3463,604.1875 288.9088,604.4844 L288.9088,607.2031 Q288.2838,606.625 287.69,606.3594 Q287.0963,606.0781 286.4713,606.0781 Q285.1275,606.0781 284.44,607.1563 Q283.7525,608.2188 283.7525,610.3125 Q283.7525,612.4063 284.44,613.4844 Q285.1275,614.5469 286.4713,614.5469 Q287.0963,614.5469 287.69,614.2813 Q288.2838,614 288.9088,613.4219 L288.9088,616.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="48" x="299.94" y="614.6543">compile</text><!--MD5=[8c531128956a2ac9024aa8ee044055fe]
class torch.nn.Module--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="torch.nn.Module" style="stroke: #A80036; stroke-width: 1.5;" width="77" x="5057.44" y="1250.5"/><ellipse cx="5072.44" cy="1266.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M5075.4088,1272.1406 Q5074.8306,1272.4375 5074.19,1272.5781 Q5073.5494,1272.7344 5072.8463,1272.7344 Q5070.3463,1272.7344 5069.0181,1271.0938 Q5067.7056,1269.4375 5067.7056,1266.3125 Q5067.7056,1263.1875 5069.0181,1261.5313 Q5070.3463,1259.875 5072.8463,1259.875 Q5073.5494,1259.875 5074.19,1260.0313 Q5074.8463,1260.1875 5075.4088,1260.4844 L5075.4088,1263.2031 Q5074.7838,1262.625 5074.19,1262.3594 Q5073.5963,1262.0781 5072.9713,1262.0781 Q5071.6275,1262.0781 5070.94,1263.1563 Q5070.2525,1264.2188 5070.2525,1266.3125 Q5070.2525,1268.4063 5070.94,1269.4844 Q5071.6275,1270.5469 5072.9713,1270.5469 Q5073.5963,1270.5469 5074.19,1270.2813 Q5074.7838,1270 5075.4088,1269.4219 L5075.4088,1272.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="45" x="5086.44" y="1270.6543">Module</text><!--MD5=[e5febac41d00b6b5eff54920001696ff]
class torch.nn.Conv3d--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="torch.nn.Conv3d" style="stroke: #A80036; stroke-width: 1.5;" width="78" x="4838.94" y="1250.5"/><ellipse cx="4853.94" cy="1266.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M4856.9088,1272.1406 Q4856.3306,1272.4375 4855.69,1272.5781 Q4855.0494,1272.7344 4854.3463,1272.7344 Q4851.8463,1272.7344 4850.5181,1271.0938 Q4849.2056,1269.4375 4849.2056,1266.3125 Q4849.2056,1263.1875 4850.5181,1261.5313 Q4851.8463,1259.875 4854.3463,1259.875 Q4855.0494,1259.875 4855.69,1260.0313 Q4856.3463,1260.1875 4856.9088,1260.4844 L4856.9088,1263.2031 Q4856.2838,1262.625 4855.69,1262.3594 Q4855.0963,1262.0781 4854.4713,1262.0781 Q4853.1275,1262.0781 4852.44,1263.1563 Q4851.7525,1264.2188 4851.7525,1266.3125 Q4851.7525,1268.4063 4852.44,1269.4844 Q4853.1275,1270.5469 4854.4713,1270.5469 Q4855.0963,1270.5469 4855.69,1270.2813 Q4856.2838,1270 4856.9088,1269.4219 L4856.9088,1272.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="46" x="4867.94" y="1270.6543">Conv3d</text><!--MD5=[7fe17e4905eaf0baaf68a46d4b0ecb26]
class torch.nn.MaxPool3d--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="torch.nn.MaxPool3d" style="stroke: #A80036; stroke-width: 1.5;" width="99" x="4704.44" y="1250.5"/><ellipse cx="4719.44" cy="1266.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M4722.4088,1272.1406 Q4721.8306,1272.4375 4721.19,1272.5781 Q4720.5494,1272.7344 4719.8463,1272.7344 Q4717.3463,1272.7344 4716.0181,1271.0938 Q4714.7056,1269.4375 4714.7056,1266.3125 Q4714.7056,1263.1875 4716.0181,1261.5313 Q4717.3463,1259.875 4719.8463,1259.875 Q4720.5494,1259.875 4721.19,1260.0313 Q4721.8463,1260.1875 4722.4088,1260.4844 L4722.4088,1263.2031 Q4721.7838,1262.625 4721.19,1262.3594 Q4720.5963,1262.0781 4719.9713,1262.0781 Q4718.6275,1262.0781 4717.94,1263.1563 Q4717.2525,1264.2188 4717.2525,1266.3125 Q4717.2525,1268.4063 4717.94,1269.4844 Q4718.6275,1270.5469 4719.9713,1270.5469 Q4720.5963,1270.5469 4721.19,1270.2813 Q4721.7838,1270 4722.4088,1269.4219 L4722.4088,1272.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="67" x="4733.44" y="1270.6543">MaxPool3d</text><!--MD5=[30324a6c874f19c6fb26cd38e7c3c227]
class torch.nn.Linear--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="torch.nn.Linear" style="stroke: #A80036; stroke-width: 1.5;" width="70" x="4951.94" y="1250.5"/><ellipse cx="4966.94" cy="1266.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M4969.9088,1272.1406 Q4969.3306,1272.4375 4968.69,1272.5781 Q4968.0494,1272.7344 4967.3463,1272.7344 Q4964.8463,1272.7344 4963.5181,1271.0938 Q4962.2056,1269.4375 4962.2056,1266.3125 Q4962.2056,1263.1875 4963.5181,1261.5313 Q4964.8463,1259.875 4967.3463,1259.875 Q4968.0494,1259.875 4968.69,1260.0313 Q4969.3463,1260.1875 4969.9088,1260.4844 L4969.9088,1263.2031 Q4969.2838,1262.625 4968.69,1262.3594 Q4968.0963,1262.0781 4967.4713,1262.0781 Q4966.1275,1262.0781 4965.44,1263.1563 Q4964.7525,1264.2188 4964.7525,1266.3125 Q4964.7525,1268.4063 4965.44,1269.4844 Q4966.1275,1270.5469 4967.4713,1270.5469 Q4968.0963,1270.5469 4968.69,1270.2813 Q4969.2838,1270 4969.9088,1269.4219 L4969.9088,1272.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="38" x="4980.94" y="1270.6543">Linear</text><!--MD5=[0a319f5c436ad4fd8e2ef3f6d071fd0d]
class nn.Module--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="nn.Module" style="stroke: #A80036; stroke-width: 1.5;" width="77" x="6210.44" y="594.5"/><ellipse cx="6225.44" cy="610.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M6228.4088,616.1406 Q6227.8306,616.4375 6227.19,616.5781 Q6226.5494,616.7344 6225.8463,616.7344 Q6223.3463,616.7344 6222.0181,615.0938 Q6220.7056,613.4375 6220.7056,610.3125 Q6220.7056,607.1875 6222.0181,605.5313 Q6223.3463,603.875 6225.8463,603.875 Q6226.5494,603.875 6227.19,604.0313 Q6227.8463,604.1875 6228.4088,604.4844 L6228.4088,607.2031 Q6227.7838,606.625 6227.19,606.3594 Q6226.5963,606.0781 6225.9713,606.0781 Q6224.6275,606.0781 6223.94,607.1563 Q6223.2525,608.2188 6223.2525,610.3125 Q6223.2525,612.4063 6223.94,613.4844 Q6224.6275,614.5469 6225.9713,614.5469 Q6226.5963,614.5469 6227.19,614.2813 Q6227.7838,614 6228.4088,613.4219 L6228.4088,616.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="45" x="6239.44" y="614.6543">Module</text><!--MD5=[e1bbbf29fda1717cf718e38f90cf6c96]
class np.arange--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="np.arange" style="stroke: #A80036; stroke-width: 1.5;" width="77" x="1197.44" y="594.5"/><ellipse cx="1212.44" cy="610.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M1215.4088,616.1406 Q1214.8306,616.4375 1214.19,616.5781 Q1213.5494,616.7344 1212.8463,616.7344 Q1210.3463,616.7344 1209.0181,615.0938 Q1207.7056,613.4375 1207.7056,610.3125 Q1207.7056,607.1875 1209.0181,605.5313 Q1210.3463,603.875 1212.8463,603.875 Q1213.5494,603.875 1214.19,604.0313 Q1214.8463,604.1875 1215.4088,604.4844 L1215.4088,607.2031 Q1214.7838,606.625 1214.19,606.3594 Q1213.5963,606.0781 1212.9713,606.0781 Q1211.6275,606.0781 1210.94,607.1563 Q1210.2525,608.2188 1210.2525,610.3125 Q1210.2525,612.4063 1210.94,613.4844 Q1211.6275,614.5469 1212.9713,614.5469 Q1213.5963,614.5469 1214.19,614.2813 Q1214.7838,614 1215.4088,613.4219 L1215.4088,616.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="45" x="1226.44" y="614.6543">arange</text><!--MD5=[245f5b374e81b46cd844f8384b819d30]
class copy.deepcopy--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="copy.deepcopy" style="stroke: #A80036; stroke-width: 1.5;" width="93" x="1330.44" y="594.5"/><ellipse cx="1345.44" cy="610.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M1348.4088,616.1406 Q1347.8306,616.4375 1347.19,616.5781 Q1346.5494,616.7344 1345.8463,616.7344 Q1343.3463,616.7344 1342.0181,615.0938 Q1340.7056,613.4375 1340.7056,610.3125 Q1340.7056,607.1875 1342.0181,605.5313 Q1343.3463,603.875 1345.8463,603.875 Q1346.5494,603.875 1347.19,604.0313 Q1347.8463,604.1875 1348.4088,604.4844 L1348.4088,607.2031 Q1347.7838,606.625 1347.19,606.3594 Q1346.5963,606.0781 1345.9713,606.0781 Q1344.6275,606.0781 1343.94,607.1563 Q1343.2525,608.2188 1343.2525,610.3125 Q1343.2525,612.4063 1343.94,613.4844 Q1344.6275,614.5469 1345.9713,614.5469 Q1346.5963,614.5469 1347.19,614.2813 Q1347.7838,614 1348.4088,613.4219 L1348.4088,616.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="61" x="1359.44" y="614.6543">deepcopy</text><!--MD5=[9aa177a9f4ca1a96ce542bd9d8454e89]
class nx.spring_layout--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="nx.spring_layout" style="stroke: #A80036; stroke-width: 1.5;" width="115" x="3319.44" y="1250.5"/><ellipse cx="3334.44" cy="1266.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M3337.4088,1272.1406 Q3336.8306,1272.4375 3336.19,1272.5781 Q3335.5494,1272.7344 3334.8463,1272.7344 Q3332.3463,1272.7344 3331.0181,1271.0938 Q3329.7056,1269.4375 3329.7056,1266.3125 Q3329.7056,1263.1875 3331.0181,1261.5313 Q3332.3463,1259.875 3334.8463,1259.875 Q3335.5494,1259.875 3336.19,1260.0313 Q3336.8463,1260.1875 3337.4088,1260.4844 L3337.4088,1263.2031 Q3336.7838,1262.625 3336.19,1262.3594 Q3335.5963,1262.0781 3334.9713,1262.0781 Q3333.6275,1262.0781 3332.94,1263.1563 Q3332.2525,1264.2188 3332.2525,1266.3125 Q3332.2525,1268.4063 3332.94,1269.4844 Q3333.6275,1270.5469 3334.9713,1270.5469 Q3335.5963,1270.5469 3336.19,1270.2813 Q3336.7838,1270 3337.4088,1269.4219 L3337.4088,1272.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="83" x="3348.44" y="1270.6543">spring_layout</text><!--MD5=[2aec208602be412bc22b499da53f48d7]
class nx.Graph--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="nx.Graph" style="stroke: #A80036; stroke-width: 1.5;" width="70" x="3009.94" y="1250.5"/><ellipse cx="3024.94" cy="1266.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M3027.9088,1272.1406 Q3027.3306,1272.4375 3026.69,1272.5781 Q3026.0494,1272.7344 3025.3463,1272.7344 Q3022.8463,1272.7344 3021.5181,1271.0938 Q3020.2056,1269.4375 3020.2056,1266.3125 Q3020.2056,1263.1875 3021.5181,1261.5313 Q3022.8463,1259.875 3025.3463,1259.875 Q3026.0494,1259.875 3026.69,1260.0313 Q3027.3463,1260.1875 3027.9088,1260.4844 L3027.9088,1263.2031 Q3027.2838,1262.625 3026.69,1262.3594 Q3026.0963,1262.0781 3025.4713,1262.0781 Q3024.1275,1262.0781 3023.44,1263.1563 Q3022.7525,1264.2188 3022.7525,1266.3125 Q3022.7525,1268.4063 3023.44,1269.4844 Q3024.1275,1270.5469 3025.4713,1270.5469 Q3026.0963,1270.5469 3026.69,1270.2813 Q3027.2838,1270 3027.9088,1269.4219 L3027.9088,1272.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="38" x="3038.94" y="1270.6543">Graph</text><!--MD5=[b25fcaac494772976e68afeda1f9125c]
class nx.to_scipy_sparse_array--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="nx.to_scipy_sparse_array" style="stroke: #A80036; stroke-width: 1.5;" width="169" x="3115.44" y="1250.5"/><ellipse cx="3130.44" cy="1266.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M3133.4088,1272.1406 Q3132.8306,1272.4375 3132.19,1272.5781 Q3131.5494,1272.7344 3130.8463,1272.7344 Q3128.3463,1272.7344 3127.0181,1271.0938 Q3125.7056,1269.4375 3125.7056,1266.3125 Q3125.7056,1263.1875 3127.0181,1261.5313 Q3128.3463,1259.875 3130.8463,1259.875 Q3131.5494,1259.875 3132.19,1260.0313 Q3132.8463,1260.1875 3133.4088,1260.4844 L3133.4088,1263.2031 Q3132.7838,1262.625 3132.19,1262.3594 Q3131.5963,1262.0781 3130.9713,1262.0781 Q3129.6275,1262.0781 3128.94,1263.1563 Q3128.2525,1264.2188 3128.2525,1266.3125 Q3128.2525,1268.4063 3128.94,1269.4844 Q3129.6275,1270.5469 3130.9713,1270.5469 Q3131.5963,1270.5469 3132.19,1270.2813 Q3132.7838,1270 3133.4088,1269.4219 L3133.4088,1272.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="137" x="3144.44" y="1270.6543">to_scipy_sparse_array</text><!--MD5=[918bfc68a96bf43e5081c44df69a6fb3]
class community.best_partition--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="community.best_partition" style="stroke: #A80036; stroke-width: 1.5;" width="119" x="2374.44" y="1250.5"/><ellipse cx="2389.44" cy="1266.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M2392.4088,1272.1406 Q2391.8306,1272.4375 2391.19,1272.5781 Q2390.5494,1272.7344 2389.8463,1272.7344 Q2387.3463,1272.7344 2386.0181,1271.0938 Q2384.7056,1269.4375 2384.7056,1266.3125 Q2384.7056,1263.1875 2386.0181,1261.5313 Q2387.3463,1259.875 2389.8463,1259.875 Q2390.5494,1259.875 2391.19,1260.0313 Q2391.8463,1260.1875 2392.4088,1260.4844 L2392.4088,1263.2031 Q2391.7838,1262.625 2391.19,1262.3594 Q2390.5963,1262.0781 2389.9713,1262.0781 Q2388.6275,1262.0781 2387.94,1263.1563 Q2387.2525,1264.2188 2387.2525,1266.3125 Q2387.2525,1268.4063 2387.94,1269.4844 Q2388.6275,1270.5469 2389.9713,1270.5469 Q2390.5963,1270.5469 2391.19,1270.2813 Q2391.7838,1270 2392.4088,1269.4219 L2392.4088,1272.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="87" x="2403.44" y="1270.6543">best_partition</text><!--MD5=[8ce26f940dcc5053084cc1d342466acc]
class mc.run_mcl--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="mc.run_mcl" style="stroke: #A80036; stroke-width: 1.5;" width="80" x="2873.94" y="1250.5"/><ellipse cx="2888.94" cy="1266.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M2891.9088,1272.1406 Q2891.3306,1272.4375 2890.69,1272.5781 Q2890.0494,1272.7344 2889.3463,1272.7344 Q2886.8463,1272.7344 2885.5181,1271.0938 Q2884.2056,1269.4375 2884.2056,1266.3125 Q2884.2056,1263.1875 2885.5181,1261.5313 Q2886.8463,1259.875 2889.3463,1259.875 Q2890.0494,1259.875 2890.69,1260.0313 Q2891.3463,1260.1875 2891.9088,1260.4844 L2891.9088,1263.2031 Q2891.2838,1262.625 2890.69,1262.3594 Q2890.0963,1262.0781 2889.4713,1262.0781 Q2888.1275,1262.0781 2887.44,1263.1563 Q2886.7525,1264.2188 2886.7525,1266.3125 Q2886.7525,1268.4063 2887.44,1269.4844 Q2888.1275,1270.5469 2889.4713,1270.5469 Q2890.0963,1270.5469 2890.69,1270.2813 Q2891.2838,1270 2891.9088,1269.4219 L2891.9088,1272.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="48" x="2902.94" y="1270.6543">run_mcl</text><!--MD5=[d966c77bca665bca28f95d173e964482]
class mc.get_clusters--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="mc.get_clusters" style="stroke: #A80036; stroke-width: 1.5;" width="109" x="2729.44" y="1250.5"/><ellipse cx="2744.44" cy="1266.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M2747.4088,1272.1406 Q2746.8306,1272.4375 2746.19,1272.5781 Q2745.5494,1272.7344 2744.8463,1272.7344 Q2742.3463,1272.7344 2741.0181,1271.0938 Q2739.7056,1269.4375 2739.7056,1266.3125 Q2739.7056,1263.1875 2741.0181,1261.5313 Q2742.3463,1259.875 2744.8463,1259.875 Q2745.5494,1259.875 2746.19,1260.0313 Q2746.8463,1260.1875 2747.4088,1260.4844 L2747.4088,1263.2031 Q2746.7838,1262.625 2746.19,1262.3594 Q2745.5963,1262.0781 2744.9713,1262.0781 Q2743.6275,1262.0781 2742.94,1263.1563 Q2742.2525,1264.2188 2742.2525,1266.3125 Q2742.2525,1268.4063 2742.94,1269.4844 Q2743.6275,1270.5469 2744.9713,1270.5469 Q2745.5963,1270.5469 2746.19,1270.2813 Q2746.7838,1270 2747.4088,1269.4219 L2747.4088,1272.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="77" x="2758.44" y="1270.6543">get_clusters</text><!--MD5=[f99c4367c453e5fe9db9cf62c28422b8]
class pd.DataFrame--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="pd.DataFrame" style="stroke: #A80036; stroke-width: 1.5;" width="101" x="2022.44" y="1250.5"/><ellipse cx="2037.44" cy="1266.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M2040.4088,1272.1406 Q2039.8306,1272.4375 2039.19,1272.5781 Q2038.5494,1272.7344 2037.8463,1272.7344 Q2035.3463,1272.7344 2034.0181,1271.0938 Q2032.7056,1269.4375 2032.7056,1266.3125 Q2032.7056,1263.1875 2034.0181,1261.5313 Q2035.3463,1259.875 2037.8463,1259.875 Q2038.5494,1259.875 2039.19,1260.0313 Q2039.8463,1260.1875 2040.4088,1260.4844 L2040.4088,1263.2031 Q2039.7838,1262.625 2039.19,1262.3594 Q2038.5963,1262.0781 2037.9713,1262.0781 Q2036.6275,1262.0781 2035.94,1263.1563 Q2035.2525,1264.2188 2035.2525,1266.3125 Q2035.2525,1268.4063 2035.94,1269.4844 Q2036.6275,1270.5469 2037.9713,1270.5469 Q2038.5963,1270.5469 2039.19,1270.2813 Q2039.7838,1270 2040.4088,1269.4219 L2040.4088,1272.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="69" x="2051.44" y="1270.6543">DataFrame</text><!--MD5=[53b39cc0cec554f2a1ae753b824224ac]
class pd.concat--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="pd.concat" style="stroke: #A80036; stroke-width: 1.5;" width="75" x="1912.44" y="1250.5"/><ellipse cx="1927.44" cy="1266.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M1930.4088,1272.1406 Q1929.8306,1272.4375 1929.19,1272.5781 Q1928.5494,1272.7344 1927.8463,1272.7344 Q1925.3463,1272.7344 1924.0181,1271.0938 Q1922.7056,1269.4375 1922.7056,1266.3125 Q1922.7056,1263.1875 1924.0181,1261.5313 Q1925.3463,1259.875 1927.8463,1259.875 Q1928.5494,1259.875 1929.19,1260.0313 Q1929.8463,1260.1875 1930.4088,1260.4844 L1930.4088,1263.2031 Q1929.7838,1262.625 1929.19,1262.3594 Q1928.5963,1262.0781 1927.9713,1262.0781 Q1926.6275,1262.0781 1925.94,1263.1563 Q1925.2525,1264.2188 1925.2525,1266.3125 Q1925.2525,1268.4063 1925.94,1269.4844 Q1926.6275,1270.5469 1927.9713,1270.5469 Q1928.5963,1270.5469 1929.19,1270.2813 Q1929.7838,1270 1930.4088,1269.4219 L1930.4088,1272.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="43" x="1941.44" y="1270.6543">concat</text><!--MD5=[9c462d0aa0befb1e0018a76078e1bb9f]
class __init___py--><rect fill="#8FBC8F" filter="url(#fii02y2tjiohh)" height="65.1445" id="__init___py" style="stroke: #A80036; stroke-width: 1.5;" width="95" x="6997.44" y="21.5"/><ellipse cx="7012.44" cy="40.4688" fill="#DA70D6" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M7008.1588,34.0781 L7011.0806,34.0781 L7012.5494,39.5156 L7014.0181,34.0781 L7016.9556,34.0781 L7016.9556,46.4688 L7014.8463,46.4688 L7014.8463,36.5469 L7013.5338,41.9688 L7011.5963,41.9688 L7010.2681,36.5469 L7010.2681,46.4688 L7008.1588,46.4688 L7008.1588,34.0781 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" font-style="italic" lengthAdjust="spacingAndGlyphs" textLength="60" x="7027.94" y="37.6387">«module»</text><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="63" x="7026.44" y="51.6074">__init___py</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="6998.44" x2="7091.44" y1="59.4375" y2="59.4375"/><line style="stroke: #A80036; stroke-width: 1.5;" x1="6998.44" x2="7023.94" y1="73.8398" y2="73.8398"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="42" x="7023.94" y="77.1479">version</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="7065.94" x2="7091.44" y1="73.8398" y2="73.8398"/><!--MD5=[d3fc085f67c69922329d5fd45400c0bc]
class DeeprankDataset--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="368.1172" id="DeeprankDataset" style="stroke: #A80036; stroke-width: 1.5;" width="165" x="650.44" y="426.5"/><ellipse cx="675.34" cy="442.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M678.3088,448.1406 Q677.7306,448.4375 677.09,448.5781 Q676.4494,448.7344 675.7463,448.7344 Q673.2463,448.7344 671.9181,447.0938 Q670.6056,445.4375 670.6056,442.3125 Q670.6056,439.1875 671.9181,437.5313 Q673.2463,435.875 675.7463,435.875 Q676.4494,435.875 677.09,436.0313 Q677.7463,436.1875 678.3088,436.4844 L678.3088,439.2031 Q677.6838,438.625 677.09,438.3594 Q676.4963,438.0781 675.8713,438.0781 Q674.5275,438.0781 673.84,439.1563 Q673.1525,440.2188 673.1525,442.3125 Q673.1525,444.4063 673.84,445.4844 Q674.5275,446.5469 675.8713,446.5469 Q676.4963,446.5469 677.09,446.2813 Q677.6838,446 678.3088,445.4219 L678.3088,448.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="111" x="691.54" y="446.6543">DeeprankDataset</text><line style="stroke: #A80036; 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stroke-width: 1.5;" x1="651.44" x2="814.44" y1="658.5703" y2="658.5703"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="656.44" y="672.7808">__init__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="107" x="656.44" y="685.5854">_check_hdf5_files()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="152" x="656.44" y="698.3901">_check_inherited_params()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="153" x="656.44" y="711.1948">_check_task_and_classes()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="125" x="656.44" y="723.9995">_compute_mean_std()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="132" x="656.44" y="736.8042">_create_index_entries()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="87" x="656.44" y="749.6089">_filter_targets()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="98" x="656.44" y="762.4136">hdf5_to_pandas()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="25" x="656.44" y="775.2183">len()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="62" x="656.44" y="788.0229">save_hist()</text><!--MD5=[8b82677223ea9eb28a50de16faa90dcd]
class Dataset--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="Dataset" style="stroke: #A80036; stroke-width: 1.5;" width="82" x="385.94" y="594.5"/><ellipse cx="400.94" cy="610.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M403.9088,616.1406 Q403.3306,616.4375 402.69,616.5781 Q402.0494,616.7344 401.3463,616.7344 Q398.8463,616.7344 397.5181,615.0938 Q396.2056,613.4375 396.2056,610.3125 Q396.2056,607.1875 397.5181,605.5313 Q398.8463,603.875 401.3463,603.875 Q402.0494,603.875 402.69,604.0313 Q403.3463,604.1875 403.9088,604.4844 L403.9088,607.2031 Q403.2838,606.625 402.69,606.3594 Q402.0963,606.0781 401.4713,606.0781 Q400.1275,606.0781 399.44,607.1563 Q398.7525,608.2188 398.7525,610.3125 Q398.7525,612.4063 399.44,613.4844 Q400.1275,614.5469 401.4713,614.5469 Q402.0963,614.5469 402.69,614.2813 Q403.2838,614 403.9088,613.4219 L403.9088,616.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="50" x="414.94" y="614.6543">Dataset</text><!--MD5=[a6d40391430e780f1b2a96b4fb71013c]
class GridDataset--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="150.4375" id="GridDataset" style="stroke: #A80036; stroke-width: 1.5;" width="112" x="502.94" y="535.5"/><ellipse cx="520.19" cy="551.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M523.1588,557.1406 Q522.5806,557.4375 521.94,557.5781 Q521.2994,557.7344 520.5963,557.7344 Q518.0963,557.7344 516.7681,556.0938 Q515.4556,554.4375 515.4556,551.3125 Q515.4556,548.1875 516.7681,546.5313 Q518.0963,544.875 520.5963,544.875 Q521.2994,544.875 521.94,545.0313 Q522.5963,545.1875 523.1588,545.4844 L523.1588,548.2031 Q522.5338,547.625 521.94,547.3594 Q521.3463,547.0781 520.7213,547.0781 Q519.3775,547.0781 518.69,548.1563 Q518.0025,549.2188 518.0025,551.3125 Q518.0025,553.4063 518.69,554.4844 Q519.3775,555.5469 520.7213,555.5469 Q521.3463,555.5469 521.94,555.2813 Q522.5338,555 523.1588,554.4219 L523.1588,557.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="75" x="534.69" y="555.6543">GridDataset</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="503.94" x2="613.94" y1="567.5" y2="567.5"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="70" x="508.94" y="581.7104">default_vars</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="48" x="508.94" y="594.5151">features</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="74" x="508.94" y="607.3198">features_dict</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="97" x="508.94" y="620.1245">target_transform</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="503.94" x2="613.94" y1="626.7188" y2="626.7188"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="508.94" y="640.9292">__init__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="100" x="508.94" y="653.7339">_check_features()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="26" x="508.94" y="666.5386">get()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="87" x="508.94" y="679.3433">load_one_grid()</text><!--MD5=[b0b73a8e3e3a2eeeb3f7ef99fadf32b7]
class GraphDataset--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="240.0703" id="GraphDataset" style="stroke: #A80036; stroke-width: 1.5;" width="150" x="599.94" y="1146.5"/><ellipse cx="628.44" cy="1162.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M631.4088,1168.1406 Q630.8306,1168.4375 630.19,1168.5781 Q629.5494,1168.7344 628.8463,1168.7344 Q626.3463,1168.7344 625.0181,1167.0938 Q623.7056,1165.4375 623.7056,1162.3125 Q623.7056,1159.1875 625.0181,1157.5313 Q626.3463,1155.875 628.8463,1155.875 Q629.5494,1155.875 630.19,1156.0313 Q630.8463,1156.1875 631.4088,1156.4844 L631.4088,1159.2031 Q630.7838,1158.625 630.19,1158.3594 Q629.5963,1158.0781 628.9713,1158.0781 Q627.6275,1158.0781 626.94,1159.1563 Q626.2525,1160.2188 626.2525,1162.3125 Q626.2525,1164.4063 626.94,1165.4844 Q627.6275,1166.5469 628.9713,1166.5469 Q629.5963,1166.5469 630.19,1166.2813 Q630.7838,1166 631.4088,1165.4219 L631.4088,1168.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="88" x="645.44" y="1166.6543">GraphDataset</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="600.94" x2="748.94" y1="1178.5" y2="1178.5"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="138" x="605.94" y="1192.7104">available_edge_features</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="138" x="605.94" y="1205.5151">available_node_features</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="105" x="605.94" y="1218.3198">clustering_method</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="70" x="605.94" y="1231.1245">default_vars</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="27" x="605.94" y="1243.9292">devs</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="82" x="605.94" y="1256.7339">edge_features</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="74" x="605.94" y="1269.5386">features_dict</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="111" x="605.94" y="1282.3433">features_transform</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="39" x="605.94" y="1295.1479">means</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="82" x="605.94" y="1307.9526">node_features</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="97" x="605.94" y="1320.7573">target_transform</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="600.94" x2="748.94" y1="1327.3516" y2="1327.3516"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="605.94" y="1341.562">__init__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="100" x="605.94" y="1354.3667">_check_features()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="26" x="605.94" y="1367.1714">get()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="98" x="605.94" y="1379.9761">load_one_graph()</text><!--MD5=[c0bd09710fdc1a03a509dea9fb3944c5]
class dataset_py--><rect fill="#8FBC8F" filter="url(#fii02y2tjiohh)" height="92.3516" id="dataset_py" style="stroke: #A80036; stroke-width: 1.5;" width="237" x="360.44" y="8"/><ellipse cx="440.19" cy="26.9688" fill="#DA70D6" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M435.9088,20.5781 L438.8306,20.5781 L440.2994,26.0156 L441.7681,20.5781 L444.7056,20.5781 L444.7056,32.9688 L442.5963,32.9688 L442.5963,23.0469 L441.2838,28.4688 L439.3463,28.4688 L438.0181,23.0469 L438.0181,32.9688 L435.9088,32.9688 L435.9088,20.5781 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" font-style="italic" lengthAdjust="spacingAndGlyphs" textLength="60" x="465.19" y="24.1387">«module»</text><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="69" x="460.69" y="38.1074">dataset_py</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="361.44" x2="596.44" y1="45.9375" y2="45.9375"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="225" x="366.44" y="60.1479">GRID_PARTIAL_FEATURE_NAME_PATTERN</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="23" x="366.44" y="72.9526">_log</text><line style="stroke: #A80036; stroke-width: 1.0;" x1="361.44" x2="596.44" y1="79.5469" y2="79.5469"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="98" x="366.44" y="93.7573">save_hdf5_keys()</text><!--MD5=[1e891ae69d3e6a0e255659f0da2ff39d]
class CnnRegression--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="176.0469" id="CnnRegression" style="stroke: #A80036; stroke-width: 1.5;" width="126" x="4896.94" y="522.5"/><ellipse cx="4911.94" cy="538.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M4914.9088,544.1406 Q4914.3306,544.4375 4913.69,544.5781 Q4913.0494,544.7344 4912.3463,544.7344 Q4909.8463,544.7344 4908.5181,543.0938 Q4907.2056,541.4375 4907.2056,538.3125 Q4907.2056,535.1875 4908.5181,533.5313 Q4909.8463,531.875 4912.3463,531.875 Q4913.0494,531.875 4913.69,532.0313 Q4914.3463,532.1875 4914.9088,532.4844 L4914.9088,535.2031 Q4914.2838,534.625 4913.69,534.3594 Q4913.0963,534.0781 4912.4713,534.0781 Q4911.1275,534.0781 4910.44,535.1563 Q4909.7525,536.2188 4909.7525,538.3125 Q4909.7525,540.4063 4910.44,541.4844 Q4911.1275,542.5469 4912.4713,542.5469 Q4913.0963,542.5469 4913.69,542.2813 Q4914.2838,542 4914.9088,541.4219 L4914.9088,544.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="94" x="4925.94" y="542.6543">CnnRegression</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="4897.94" x2="5021.94" y1="554.5" y2="554.5"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="81" x="4902.94" y="568.7104">convlayer_000</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="81" x="4902.94" y="581.5151">convlayer_001</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="81" x="4902.94" y="594.3198">convlayer_002</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="81" x="4902.94" y="607.1245">convlayer_003</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="65" x="4902.94" y="619.9292">fclayer_000</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="65" x="4902.94" y="632.7339">fclayer_001</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="4897.94" x2="5021.94" y1="639.3281" y2="639.3281"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="4902.94" y="653.5386">__init__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="112" x="4902.94" y="666.3433">_forward_features()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="106" x="4902.94" y="679.1479">_get_conv_output()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="52" x="4902.94" y="691.9526">forward()</text><!--MD5=[fa1bffc8f89017f11c189be9b79cb55a]
class CnnClassification--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="176.0469" id="CnnClassification" style="stroke: #A80036; stroke-width: 1.5;" width="138" x="4489.94" y="522.5"/><ellipse cx="4504.94" cy="538.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M4507.9088,544.1406 Q4507.3306,544.4375 4506.69,544.5781 Q4506.0494,544.7344 4505.3463,544.7344 Q4502.8463,544.7344 4501.5181,543.0938 Q4500.2056,541.4375 4500.2056,538.3125 Q4500.2056,535.1875 4501.5181,533.5313 Q4502.8463,531.875 4505.3463,531.875 Q4506.0494,531.875 4506.69,532.0313 Q4507.3463,532.1875 4507.9088,532.4844 L4507.9088,535.2031 Q4507.2838,534.625 4506.69,534.3594 Q4506.0963,534.0781 4505.4713,534.0781 Q4504.1275,534.0781 4503.44,535.1563 Q4502.7525,536.2188 4502.7525,538.3125 Q4502.7525,540.4063 4503.44,541.4844 Q4504.1275,542.5469 4505.4713,542.5469 Q4506.0963,542.5469 4506.69,542.2813 Q4507.2838,542 4507.9088,541.4219 L4507.9088,544.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="106" x="4518.94" y="542.6543">CnnClassification</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="4490.94" x2="4626.94" y1="554.5" y2="554.5"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="81" x="4495.94" y="568.7104">convlayer_000</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="81" x="4495.94" y="581.5151">convlayer_001</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="81" x="4495.94" y="594.3198">convlayer_002</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="81" x="4495.94" y="607.1245">convlayer_003</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="65" x="4495.94" y="619.9292">fclayer_000</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="65" x="4495.94" y="632.7339">fclayer_001</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="4490.94" x2="4626.94" y1="639.3281" y2="639.3281"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="4495.94" y="653.5386">__init__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="112" x="4495.94" y="666.3433">_forward_features()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="106" x="4495.94" y="679.1479">_get_conv_output()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="52" x="4495.94" y="691.9526">forward()</text><!--MD5=[793f45206ef42f82d25cc6257f32fd82]
class model3d_py--><rect fill="#8FBC8F" filter="url(#fii02y2tjiohh)" height="37.9375" id="model3d_py" style="stroke: #A80036; stroke-width: 1.5;" width="106" x="4806.94" y="35"/><ellipse cx="4821.94" cy="53.9688" fill="#DA70D6" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M4817.6588,47.5781 L4820.5806,47.5781 L4822.0494,53.0156 L4823.5181,47.5781 L4826.4556,47.5781 L4826.4556,59.9688 L4824.3463,59.9688 L4824.3463,50.0469 L4823.0338,55.4688 L4821.0963,55.4688 L4819.7681,50.0469 L4819.7681,59.9688 L4817.6588,59.9688 L4817.6588,47.5781 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" font-style="italic" lengthAdjust="spacingAndGlyphs" textLength="60" x="4842.94" y="51.1387">«module»</text><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="74" x="4835.94" y="65.1074">model3d_py</text><!--MD5=[5cee64b6265a98cf648cc0d80b94de55]
class GNNLayer--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="176.0469" id="GNNLayer" style="stroke: #A80036; stroke-width: 1.5;" width="111" x="6498.44" y="522.5"/><ellipse cx="6521.99" cy="538.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M6524.9588,544.1406 Q6524.3806,544.4375 6523.74,544.5781 Q6523.0994,544.7344 6522.3963,544.7344 Q6519.8963,544.7344 6518.5681,543.0938 Q6517.2556,541.4375 6517.2556,538.3125 Q6517.2556,535.1875 6518.5681,533.5313 Q6519.8963,531.875 6522.3963,531.875 Q6523.0994,531.875 6523.74,532.0313 Q6524.3963,532.1875 6524.9588,532.4844 L6524.9588,535.2031 Q6524.3338,534.625 6523.74,534.3594 Q6523.1463,534.0781 6522.5213,534.0781 Q6521.1775,534.0781 6520.49,535.1563 Q6519.8025,536.2188 6519.8025,538.3125 Q6519.8025,540.4063 6520.49,541.4844 Q6521.1775,542.5469 6522.5213,542.5469 Q6523.1463,542.5469 6523.74,542.2813 Q6524.3338,542 6524.9588,541.4219 L6524.9588,544.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="60" x="6537.89" y="542.6543">GNNLayer</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="6499.44" x2="6608.44" y1="554.5" y2="554.5"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="77" x="6504.44" y="568.7104">attention_mlp</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="55" x="6504.44" y="581.5151">edge_mlp</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="55" x="6504.44" y="594.3198">node_mlp</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="63" x="6504.44" y="607.1245">output_mlp</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="6499.44" x2="6608.44" y1="613.7188" y2="613.7188"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="6504.44" y="627.9292">__init__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="77" x="6504.44" y="640.7339">edge_model()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="77" x="6504.44" y="653.5386">node_model()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="44" x="6504.44" y="666.3433">output()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="99" x="6504.44" y="679.1479">sum_messages()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="88" x="6504.44" y="691.9526">update_nodes()</text><!--MD5=[0614bae8b952267386647d6cfd00aa99]
class SuperGNN--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="124.8281" id="SuperGNN" style="stroke: #A80036; stroke-width: 1.5;" width="140" x="6322.94" y="548"/><ellipse cx="6357.74" cy="564" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M6360.7088,569.6406 Q6360.1306,569.9375 6359.49,570.0781 Q6358.8494,570.2344 6358.1463,570.2344 Q6355.6463,570.2344 6354.3181,568.5938 Q6353.0056,566.9375 6353.0056,563.8125 Q6353.0056,560.6875 6354.3181,559.0313 Q6355.6463,557.375 6358.1463,557.375 Q6358.8494,557.375 6359.49,557.5313 Q6360.1463,557.6875 6360.7088,557.9844 L6360.7088,560.7031 Q6360.0838,560.125 6359.49,559.8594 Q6358.8963,559.5781 6358.2713,559.5781 Q6356.9275,559.5781 6356.24,560.6563 Q6355.5525,561.7188 6355.5525,563.8125 Q6355.5525,565.9063 6356.24,566.9844 Q6356.9275,568.0469 6358.2713,568.0469 Q6358.8963,568.0469 6359.49,567.7813 Q6360.0838,567.5 6360.7088,566.9219 L6360.7088,569.6406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="64" x="6376.14" y="568.1543">SuperGNN</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="6323.94" x2="6461.94" y1="580" y2="580"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="42" x="6328.94" y="594.2104">modlist</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="105" x="6328.94" y="607.0151">preproc_edge_mlp</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="105" x="6328.94" y="619.8198">preproc_node_mlp</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="6323.94" x2="6461.94" y1="626.4141" y2="626.4141"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="6328.94" y="640.6245">__init__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="73" x="6328.94" y="653.4292">preprocess()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="128" x="6328.94" y="666.2339">run_through_network()</text><!--MD5=[4e2a1fbbf40296303e53c8ec9da06439]
class AlignmentGNN--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="65.6094" id="AlignmentGNN" style="stroke: #A80036; stroke-width: 1.5;" width="121" x="6644.44" y="577.5"/><ellipse cx="6659.44" cy="593.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M6662.4088,599.1406 Q6661.8306,599.4375 6661.19,599.5781 Q6660.5494,599.7344 6659.8463,599.7344 Q6657.3463,599.7344 6656.0181,598.0938 Q6654.7056,596.4375 6654.7056,593.3125 Q6654.7056,590.1875 6656.0181,588.5313 Q6657.3463,586.875 6659.8463,586.875 Q6660.5494,586.875 6661.19,587.0313 Q6661.8463,587.1875 6662.4088,587.4844 L6662.4088,590.2031 Q6661.7838,589.625 6661.19,589.3594 Q6660.5963,589.0781 6659.9713,589.0781 Q6658.6275,589.0781 6657.94,590.1563 Q6657.2525,591.2188 6657.2525,593.3125 Q6657.2525,595.4063 6657.94,596.4844 Q6658.6275,597.5469 6659.9713,597.5469 Q6660.5963,597.5469 6661.19,597.2813 Q6661.7838,597 6662.4088,596.4219 L6662.4088,599.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="89" x="6673.44" y="597.6543">AlignmentGNN</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="6645.44" x2="6764.44" y1="609.5" y2="609.5"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="6650.44" y="623.7104">__init__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="52" x="6650.44" y="636.5151">forward()</text><!--MD5=[3d02c1edc1eb54152cdb707571293487]
class alignmentnet_py--><rect fill="#8FBC8F" filter="url(#fii02y2tjiohh)" height="65.1445" id="alignmentnet_py" style="stroke: #A80036; stroke-width: 1.5;" width="135" x="6486.44" y="21.5"/><ellipse cx="6501.44" cy="40.4688" fill="#DA70D6" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M6497.1588,34.0781 L6500.0806,34.0781 L6501.5494,39.5156 L6503.0181,34.0781 L6505.9556,34.0781 L6505.9556,46.4688 L6503.8463,46.4688 L6503.8463,36.5469 L6502.5338,41.9688 L6500.5963,41.9688 L6499.2681,36.5469 L6499.2681,46.4688 L6497.1588,46.4688 L6497.1588,34.0781 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" font-style="italic" lengthAdjust="spacingAndGlyphs" textLength="60" x="6536.94" y="37.6387">«module»</text><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="103" x="6515.44" y="51.6074">alignmentnet_py</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="6487.44" x2="6620.44" y1="59.4375" y2="59.4375"/><line style="stroke: #A80036; stroke-width: 1.5;" x1="6487.44" x2="6535.44" y1="73.8398" y2="73.8398"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="37" x="6535.44" y="77.1479">author</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="6572.44" x2="6620.44" y1="73.8398" y2="73.8398"/><!--MD5=[727bd381ba4ba29b328982667979c23b]
class FoutLayer--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="163.2422" id="FoutLayer" style="stroke: #A80036; stroke-width: 1.5;" width="123" x="5913.44" y="1185"/><ellipse cx="5941.94" cy="1201" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M5944.9088,1206.6406 Q5944.3306,1206.9375 5943.69,1207.0781 Q5943.0494,1207.2344 5942.3463,1207.2344 Q5939.8463,1207.2344 5938.5181,1205.5938 Q5937.2056,1203.9375 5937.2056,1200.8125 Q5937.2056,1197.6875 5938.5181,1196.0313 Q5939.8463,1194.375 5942.3463,1194.375 Q5943.0494,1194.375 5943.69,1194.5313 Q5944.3463,1194.6875 5944.9088,1194.9844 L5944.9088,1197.7031 Q5944.2838,1197.125 5943.69,1196.8594 Q5943.0963,1196.5781 5942.4713,1196.5781 Q5941.1275,1196.5781 5940.44,1197.6563 Q5939.7525,1198.7188 5939.7525,1200.8125 Q5939.7525,1202.9063 5940.44,1203.9844 Q5941.1275,1205.0469 5942.4713,1205.0469 Q5943.0963,1205.0469 5943.69,1204.7813 Q5944.2838,1204.5 5944.9088,1203.9219 L5944.9088,1206.6406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="61" x="5958.94" y="1205.1543">FoutLayer</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="5914.44" x2="6035.44" y1="1217" y2="1217"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="24" x="5919.44" y="1231.2104">bias</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="67" x="5919.44" y="1244.0151">in_channels</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="75" x="5919.44" y="1256.8198">out_channels</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="15" x="5919.44" y="1269.6245">wc</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="16" x="5919.44" y="1282.4292">wn</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="5914.44" x2="6035.44" y1="1289.0234" y2="1289.0234"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="5919.44" y="1303.2339">__init__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="56" x="5919.44" y="1316.0386">__repr__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="52" x="5919.44" y="1328.8433">forward()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="111" x="5919.44" y="1341.6479">reset_parameters()</text><!--MD5=[1f6362a5c8f21d8d6a0fce68f3a92a4e]
class Parameter--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="Parameter" style="stroke: #A80036; stroke-width: 1.5;" width="98" x="5867.94" y="1612"/><ellipse cx="5882.94" cy="1628" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M5885.9088,1633.6406 Q5885.3306,1633.9375 5884.69,1634.0781 Q5884.0494,1634.2344 5883.3463,1634.2344 Q5880.8463,1634.2344 5879.5181,1632.5938 Q5878.2056,1630.9375 5878.2056,1627.8125 Q5878.2056,1624.6875 5879.5181,1623.0313 Q5880.8463,1621.375 5883.3463,1621.375 Q5884.0494,1621.375 5884.69,1621.5313 Q5885.3463,1621.6875 5885.9088,1621.9844 L5885.9088,1624.7031 Q5885.2838,1624.125 5884.69,1623.8594 Q5884.0963,1623.5781 5883.4713,1623.5781 Q5882.1275,1623.5781 5881.44,1624.6563 Q5880.7525,1625.7188 5880.7525,1627.8125 Q5880.7525,1629.9063 5881.44,1630.9844 Q5882.1275,1632.0469 5883.4713,1632.0469 Q5884.0963,1632.0469 5884.69,1631.7813 Q5885.2838,1631.5 5885.9088,1630.9219 L5885.9088,1633.6406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="66" x="5896.94" y="1632.1543">Parameter</text><!--MD5=[e869249b890247314fe932acd40a76b7]
class FoutNet--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="137.6328" id="FoutNet" style="stroke: #A80036; stroke-width: 1.5;" width="82" x="5953.94" y="541.5"/><ellipse cx="5968.94" cy="557.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M5971.9088,563.1406 Q5971.3306,563.4375 5970.69,563.5781 Q5970.0494,563.7344 5969.3463,563.7344 Q5966.8463,563.7344 5965.5181,562.0938 Q5964.2056,560.4375 5964.2056,557.3125 Q5964.2056,554.1875 5965.5181,552.5313 Q5966.8463,550.875 5969.3463,550.875 Q5970.0494,550.875 5970.69,551.0313 Q5971.3463,551.1875 5971.9088,551.4844 L5971.9088,554.2031 Q5971.2838,553.625 5970.69,553.3594 Q5970.0963,553.0781 5969.4713,553.0781 Q5968.1275,553.0781 5967.44,554.1563 Q5966.7525,555.2188 5966.7525,557.3125 Q5966.7525,559.4063 5967.44,560.4844 Q5968.1275,561.5469 5969.4713,561.5469 Q5970.0963,561.5469 5970.69,561.2813 Q5971.2838,561 5971.9088,560.4219 L5971.9088,563.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="50" x="5982.94" y="561.6543">FoutNet</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="5954.94" x2="6034.94" y1="573.5" y2="573.5"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="56" x="5959.94" y="587.7104">clustering</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="33" x="5959.94" y="600.5151">conv1</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="33" x="5959.94" y="613.3198">conv2</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="17" x="5959.94" y="626.1245">fc1</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="17" x="5959.94" y="638.9292">fc2</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="5954.94" x2="6034.94" y1="645.5234" y2="645.5234"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="5959.94" y="659.7339">__init__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="52" x="5959.94" y="672.5386">forward()</text><!--MD5=[19c565f8a3d338dfd9720d9e816ac799]
class foutnet_py--><rect fill="#8FBC8F" filter="url(#fii02y2tjiohh)" height="37.9375" id="foutnet_py" style="stroke: #A80036; stroke-width: 1.5;" width="98" x="6009.94" y="35"/><ellipse cx="6024.94" cy="53.9688" fill="#DA70D6" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M6020.6588,47.5781 L6023.5806,47.5781 L6025.0494,53.0156 L6026.5181,47.5781 L6029.4556,47.5781 L6029.4556,59.9688 L6027.3463,59.9688 L6027.3463,50.0469 L6026.0338,55.4688 L6024.0963,55.4688 L6022.7681,50.0469 L6022.7681,59.9688 L6020.6588,59.9688 L6020.6588,47.5781 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" font-style="italic" lengthAdjust="spacingAndGlyphs" textLength="60" x="6041.94" y="51.1387">«module»</text><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="66" x="6038.94" y="65.1074">foutnet_py</text><!--MD5=[72f7dc888915dc888d717229189791b9]
class GINetConvLayer--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="278.4844" id="GINetConvLayer" style="stroke: #A80036; stroke-width: 1.5;" width="129" x="4689.44" y="1489"/><ellipse cx="4704.44" cy="1505" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M4707.4088,1510.6406 Q4706.8306,1510.9375 4706.19,1511.0781 Q4705.5494,1511.2344 4704.8463,1511.2344 Q4702.3463,1511.2344 4701.0181,1509.5938 Q4699.7056,1507.9375 4699.7056,1504.8125 Q4699.7056,1501.6875 4701.0181,1500.0313 Q4702.3463,1498.375 4704.8463,1498.375 Q4705.5494,1498.375 4706.19,1498.5313 Q4706.8463,1498.6875 4707.4088,1498.9844 L4707.4088,1501.7031 Q4706.7838,1501.125 4706.19,1500.8594 Q4705.5963,1500.5781 4704.9713,1500.5781 Q4703.6275,1500.5781 4702.94,1501.6563 Q4702.2525,1502.7188 4702.2525,1504.8125 Q4702.2525,1506.9063 4702.94,1507.9844 Q4703.6275,1509.0469 4704.9713,1509.0469 Q4705.5963,1509.0469 4706.19,1508.7813 Q4706.7838,1508.5 4707.4088,1507.9219 L4707.4088,1510.6406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="97" x="4718.44" y="1509.1543">GINetConvLayer</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="4690.44" x2="4817.44" y1="1521" y2="1521"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="10" x="4695.44" y="1535.2104">fc</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="66" x="4695.44" y="1548.0151">fc_attention</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="70" x="4695.44" y="1560.8198">fc_edge_attr</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="67" x="4695.44" y="1573.6245">in_channels</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="75" x="4695.44" y="1586.4292">out_channels</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="10" x="4695.44" y="1599.2339">fc</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="66" x="4695.44" y="1612.0386">fc_attention</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="70" x="4695.44" y="1624.8433">fc_edge_attr</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="67" x="4695.44" y="1637.6479">in_channels</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="75" x="4695.44" y="1650.4526">out_channels</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="4690.44" x2="4817.44" y1="1657.0469" y2="1657.0469"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="4695.44" y="1671.2573">__init__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="56" x="4695.44" y="1684.062">__repr__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="52" x="4695.44" y="1696.8667">forward()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="111" x="4695.44" y="1709.6714">reset_parameters()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="4695.44" y="1722.4761">__init__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="56" x="4695.44" y="1735.2808">__repr__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="52" x="4695.44" y="1748.0854">forward()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="111" x="4695.44" y="1760.8901">reset_parameters()</text><!--MD5=[768f28c68c866e462e15475771232d66]
class GINet--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="291.2891" id="GINet" style="stroke: #A80036; stroke-width: 1.5;" width="68" x="4590.94" y="1121"/><ellipse cx="4606.84" cy="1137" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M4609.8087,1142.6406 Q4609.2306,1142.9375 4608.59,1143.0781 Q4607.9494,1143.2344 4607.2462,1143.2344 Q4604.7462,1143.2344 4603.4181,1141.5938 Q4602.1056,1139.9375 4602.1056,1136.8125 Q4602.1056,1133.6875 4603.4181,1132.0313 Q4604.7462,1130.375 4607.2462,1130.375 Q4607.9494,1130.375 4608.59,1130.5313 Q4609.2462,1130.6875 4609.8087,1130.9844 L4609.8087,1133.7031 Q4609.1837,1133.125 4608.59,1132.8594 Q4607.9962,1132.5781 4607.3712,1132.5781 Q4606.0275,1132.5781 4605.34,1133.6563 Q4604.6525,1134.7188 4604.6525,1136.8125 Q4604.6525,1138.9063 4605.34,1139.9844 Q4606.0275,1141.0469 4607.3712,1141.0469 Q4607.9962,1141.0469 4608.59,1140.7813 Q4609.1837,1140.5 4609.8087,1139.9219 L4609.8087,1142.6406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="34" x="4621.04" y="1141.1543">GINet</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="4591.94" x2="4657.94" y1="1153" y2="1153"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="56" x="4596.94" y="1167.2104">clustering</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="33" x="4596.94" y="1180.0151">conv1</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="56" x="4596.94" y="1192.8198">conv1_ext</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="33" x="4596.94" y="1205.6245">conv2</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="56" x="4596.94" y="1218.4292">conv2_ext</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="44" x="4596.94" y="1231.2339">dropout</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="17" x="4596.94" y="1244.0386">fc1</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="17" x="4596.94" y="1256.8433">fc2</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="33" x="4596.94" y="1269.6479">conv1</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="56" x="4596.94" y="1282.4526">conv1_ext</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="33" x="4596.94" y="1295.2573">conv2</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="56" x="4596.94" y="1308.062">conv2_ext</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="44" x="4596.94" y="1320.8667">dropout</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="17" x="4596.94" y="1333.6714">fc1</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="17" x="4596.94" y="1346.4761">fc2</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="4591.94" x2="4657.94" y1="1353.0703" y2="1353.0703"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="4596.94" y="1367.2808">__init__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="52" x="4596.94" y="1380.0854">forward()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="4596.94" y="1392.8901">__init__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="52" x="4596.94" y="1405.6948">forward()</text><!--MD5=[6c716f89a6dd006a9af9bdba46047c37]
class ginet_py--><rect fill="#8FBC8F" filter="url(#fii02y2tjiohh)" height="37.9375" id="ginet_py" style="stroke: #A80036; stroke-width: 1.5;" width="88" x="3654.94" y="591.5"/><ellipse cx="3669.94" cy="610.4688" fill="#DA70D6" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M3665.6588,604.0781 L3668.5806,604.0781 L3670.0494,609.5156 L3671.5181,604.0781 L3674.4556,604.0781 L3674.4556,616.4688 L3672.3463,616.4688 L3672.3463,606.5469 L3671.0338,611.9688 L3669.0963,611.9688 L3667.7681,606.5469 L3667.7681,616.4688 L3665.6588,616.4688 L3665.6588,604.0781 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" font-style="italic" lengthAdjust="spacingAndGlyphs" textLength="60" x="3681.94" y="607.6387">«module»</text><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="52" x="3685.94" y="621.6074">ginet_py</text><!--MD5=[38a32b416be0f77e3fc69130bb833dc5]
class ginet_nocluster_py--><rect fill="#8FBC8F" filter="url(#fii02y2tjiohh)" height="37.9375" id="ginet_nocluster_py" style="stroke: #A80036; stroke-width: 1.5;" width="149" x="3457.44" y="591.5"/><ellipse cx="3472.44" cy="610.4688" fill="#DA70D6" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M3468.1588,604.0781 L3471.0806,604.0781 L3472.5494,609.5156 L3474.0181,604.0781 L3476.9556,604.0781 L3476.9556,616.4688 L3474.8463,616.4688 L3474.8463,606.5469 L3473.5338,611.9688 L3471.5963,611.9688 L3470.2681,606.5469 L3470.2681,616.4688 L3468.1588,616.4688 L3468.1588,604.0781 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" font-style="italic" lengthAdjust="spacingAndGlyphs" textLength="60" x="3514.94" y="607.6387">«module»</text><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="117" x="3486.44" y="621.6074">ginet_nocluster_py</text><!--MD5=[f278c727da4a5fde7dc54ba61d6415aa]
class NaiveConvolutionalLayer--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="99.2188" id="NaiveConvolutionalLayer" style="stroke: #A80036; stroke-width: 1.5;" width="183" x="6907.44" y="1217"/><ellipse cx="6922.44" cy="1233" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M6925.4088,1238.6406 Q6924.8306,1238.9375 6924.19,1239.0781 Q6923.5494,1239.2344 6922.8463,1239.2344 Q6920.3463,1239.2344 6919.0181,1237.5938 Q6917.7056,1235.9375 6917.7056,1232.8125 Q6917.7056,1229.6875 6919.0181,1228.0313 Q6920.3463,1226.375 6922.8463,1226.375 Q6923.5494,1226.375 6924.19,1226.5313 Q6924.8463,1226.6875 6925.4088,1226.9844 L6925.4088,1229.7031 Q6924.7838,1229.125 6924.19,1228.8594 Q6923.5963,1228.5781 6922.9713,1228.5781 Q6921.6275,1228.5781 6920.94,1229.6563 Q6920.2525,1230.7188 6920.2525,1232.8125 Q6920.2525,1234.9063 6920.94,1235.9844 Q6921.6275,1237.0469 6922.9713,1237.0469 Q6923.5963,1237.0469 6924.19,1236.7813 Q6924.7838,1236.5 6925.4088,1235.9219 L6925.4088,1238.6406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="151" x="6936.44" y="1237.1543">NaiveConvolutionalLayer</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="6908.44" x2="7089.44" y1="1249" y2="1249"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="61" x="6913.44" y="1263.2104">_edge_mlp</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="61" x="6913.44" y="1276.0151">_node_mlp</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="6908.44" x2="7089.44" y1="1282.6094" y2="1282.6094"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="6913.44" y="1296.8198">__init__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="52" x="6913.44" y="1309.6245">forward()</text><!--MD5=[2b7409a316d9d2e410653e6983353aed]
class Module--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="Module" style="stroke: #A80036; stroke-width: 1.5;" width="77" x="6940.44" y="594.5"/><ellipse cx="6955.44" cy="610.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M6958.4088,616.1406 Q6957.8306,616.4375 6957.19,616.5781 Q6956.5494,616.7344 6955.8463,616.7344 Q6953.3463,616.7344 6952.0181,615.0938 Q6950.7056,613.4375 6950.7056,610.3125 Q6950.7056,607.1875 6952.0181,605.5313 Q6953.3463,603.875 6955.8463,603.875 Q6956.5494,603.875 6957.19,604.0313 Q6957.8463,604.1875 6958.4088,604.4844 L6958.4088,607.2031 Q6957.7838,606.625 6957.19,606.3594 Q6956.5963,606.0781 6955.9713,606.0781 Q6954.6275,606.0781 6953.94,607.1563 Q6953.2525,608.2188 6953.2525,610.3125 Q6953.2525,612.4063 6953.94,613.4844 Q6954.6275,614.5469 6955.9713,614.5469 Q6956.5963,614.5469 6957.19,614.2813 Q6957.7838,614 6958.4088,613.4219 L6958.4088,616.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="45" x="6969.44" y="614.6543">Module</text><!--MD5=[3d706e29217cf287de5b5ece8165515f]
class Sequential--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="Sequential" style="stroke: #A80036; stroke-width: 1.5;" width="99" x="7058.44" y="1612"/><ellipse cx="7073.44" cy="1628" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M7076.4088,1633.6406 Q7075.8306,1633.9375 7075.19,1634.0781 Q7074.5494,1634.2344 7073.8463,1634.2344 Q7071.3463,1634.2344 7070.0181,1632.5938 Q7068.7056,1630.9375 7068.7056,1627.8125 Q7068.7056,1624.6875 7070.0181,1623.0313 Q7071.3463,1621.375 7073.8463,1621.375 Q7074.5494,1621.375 7075.19,1621.5313 Q7075.8463,1621.6875 7076.4088,1621.9844 L7076.4088,1624.7031 Q7075.7838,1624.125 7075.19,1623.8594 Q7074.5963,1623.5781 7073.9713,1623.5781 Q7072.6275,1623.5781 7071.94,1624.6563 Q7071.2525,1625.7188 7071.2525,1627.8125 Q7071.2525,1629.9063 7071.94,1630.9844 Q7072.6275,1632.0469 7073.9713,1632.0469 Q7074.5963,1632.0469 7075.19,1631.7813 Q7075.7838,1631.5 7076.4088,1630.9219 L7076.4088,1633.6406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="67" x="7087.44" y="1632.1543">Sequential</text><!--MD5=[3a5d7f5a61df7fd3e61110158f2d952f]
class NaiveNetwork--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="112.0234" id="NaiveNetwork" style="stroke: #A80036; stroke-width: 1.5;" width="117" x="7052.44" y="554.5"/><ellipse cx="7067.44" cy="570.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M7070.4088,576.1406 Q7069.8306,576.4375 7069.19,576.5781 Q7068.5494,576.7344 7067.8463,576.7344 Q7065.3463,576.7344 7064.0181,575.0938 Q7062.7056,573.4375 7062.7056,570.3125 Q7062.7056,567.1875 7064.0181,565.5313 Q7065.3463,563.875 7067.8463,563.875 Q7068.5494,563.875 7069.19,564.0313 Q7069.8463,564.1875 7070.4088,564.4844 L7070.4088,567.2031 Q7069.7838,566.625 7069.19,566.3594 Q7068.5963,566.0781 7067.9713,566.0781 Q7066.6275,566.0781 7065.94,567.1563 Q7065.2525,568.2188 7065.2525,570.3125 Q7065.2525,572.4063 7065.94,573.4844 Q7066.6275,574.5469 7067.9713,574.5469 Q7068.5963,574.5469 7069.19,574.2813 Q7069.7838,574 7070.4088,573.4219 L7070.4088,576.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="85" x="7081.44" y="574.6543">NaiveNetwork</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="7053.44" x2="7168.44" y1="586.5" y2="586.5"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="59" x="7058.44" y="600.7104">_external1</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="59" x="7058.44" y="613.5151">_external2</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="66" x="7058.44" y="626.3198">_graph_mlp</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="7053.44" x2="7168.44" y1="632.9141" y2="632.9141"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="7058.44" y="647.1245">__init__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="52" x="7058.44" y="659.9292">forward()</text><!--MD5=[5e53d33b9d7f03fbdadc25650211c4d6]
class naive_gnn_py--><rect fill="#8FBC8F" filter="url(#fii02y2tjiohh)" height="37.9375" id="naive_gnn_py" style="stroke: #A80036; stroke-width: 1.5;" width="115" x="6812.44" y="35"/><ellipse cx="6827.44" cy="53.9688" fill="#DA70D6" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M6823.1588,47.5781 L6826.0806,47.5781 L6827.5494,53.0156 L6829.0181,47.5781 L6831.9556,47.5781 L6831.9556,59.9688 L6829.8463,59.9688 L6829.8463,50.0469 L6828.5338,55.4688 L6826.5963,55.4688 L6825.2681,50.0469 L6825.2681,59.9688 L6823.1588,59.9688 L6823.1588,47.5781 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" font-style="italic" lengthAdjust="spacingAndGlyphs" textLength="60" x="6852.94" y="51.1387">«module»</text><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="83" x="6841.44" y="65.1074">naive_gnn_py</text><!--MD5=[2c1bc56cb3f8794f0464c9308543aafb]
class SGraphAttentionLayer--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="163.2422" id="SGraphAttentionLayer" style="stroke: #A80036; stroke-width: 1.5;" width="169" x="5693.44" y="1185"/><ellipse cx="5708.44" cy="1201" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M5711.4088,1206.6406 Q5710.8306,1206.9375 5710.19,1207.0781 Q5709.5494,1207.2344 5708.8463,1207.2344 Q5706.3463,1207.2344 5705.0181,1205.5938 Q5703.7056,1203.9375 5703.7056,1200.8125 Q5703.7056,1197.6875 5705.0181,1196.0313 Q5706.3463,1194.375 5708.8463,1194.375 Q5709.5494,1194.375 5710.19,1194.5313 Q5710.8463,1194.6875 5711.4088,1194.9844 L5711.4088,1197.7031 Q5710.7838,1197.125 5710.19,1196.8594 Q5709.5963,1196.5781 5708.9713,1196.5781 Q5707.6275,1196.5781 5706.94,1197.6563 Q5706.2525,1198.7188 5706.2525,1200.8125 Q5706.2525,1202.9063 5706.94,1203.9844 Q5707.6275,1205.0469 5708.9713,1205.0469 Q5709.5963,1205.0469 5710.19,1204.7813 Q5710.7838,1204.5 5711.4088,1203.9219 L5711.4088,1206.6406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="137" x="5722.44" y="1205.1543">SGraphAttentionLayer</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="5694.44" x2="5861.44" y1="1217" y2="1217"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="24" x="5699.44" y="1231.2104">bias</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="67" x="5699.44" y="1244.0151">in_channels</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="75" x="5699.44" y="1256.8198">out_channels</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="60" x="5699.44" y="1269.6245">undirected</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="37" x="5699.44" y="1282.4292">weight</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="5694.44" x2="5861.44" y1="1289.0234" y2="1289.0234"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="5699.44" y="1303.2339">__init__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="56" x="5699.44" y="1316.0386">__repr__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="52" x="5699.44" y="1328.8433">forward()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="111" x="5699.44" y="1341.6479">reset_parameters()</text><!--MD5=[09fa517cbeea20d44980cf88287749eb]
class SGAT--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="137.6328" id="SGAT" style="stroke: #A80036; stroke-width: 1.5;" width="68" x="5606.94" y="541.5"/><ellipse cx="5623.74" cy="557.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M5626.7088,563.1406 Q5626.1306,563.4375 5625.49,563.5781 Q5624.8494,563.7344 5624.1463,563.7344 Q5621.6463,563.7344 5620.3181,562.0938 Q5619.0056,560.4375 5619.0056,557.3125 Q5619.0056,554.1875 5620.3181,552.5313 Q5621.6463,550.875 5624.1463,550.875 Q5624.8494,550.875 5625.49,551.0313 Q5626.1463,551.1875 5626.7088,551.4844 L5626.7088,554.2031 Q5626.0838,553.625 5625.49,553.3594 Q5624.8963,553.0781 5624.2713,553.0781 Q5622.9275,553.0781 5622.24,554.1563 Q5621.5525,555.2188 5621.5525,557.3125 Q5621.5525,559.4063 5622.24,560.4844 Q5622.9275,561.5469 5624.2713,561.5469 Q5624.8963,561.5469 5625.49,561.2813 Q5626.0838,561 5626.7088,560.4219 L5626.7088,563.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="32" x="5638.14" y="561.6543">SGAT</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="5607.94" x2="5673.94" y1="573.5" y2="573.5"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="56" x="5612.94" y="587.7104">clustering</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="33" x="5612.94" y="600.5151">conv1</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="33" x="5612.94" y="613.3198">conv2</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="17" x="5612.94" y="626.1245">fc1</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="17" x="5612.94" y="638.9292">fc2</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="5607.94" x2="5673.94" y1="645.5234" y2="645.5234"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="5612.94" y="659.7339">__init__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="52" x="5612.94" y="672.5386">forward()</text><!--MD5=[ddb573f25a8d480d51da819ea9460074]
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class OutputExporterCollection--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="124.8281" id="OutputExporterCollection" style="stroke: #A80036; stroke-width: 1.5;" width="189" x="1580.44" y="1204"/><ellipse cx="1595.44" cy="1220" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M1598.4088,1225.6406 Q1597.8306,1225.9375 1597.19,1226.0781 Q1596.5494,1226.2344 1595.8463,1226.2344 Q1593.3463,1226.2344 1592.0181,1224.5938 Q1590.7056,1222.9375 1590.7056,1219.8125 Q1590.7056,1216.6875 1592.0181,1215.0313 Q1593.3463,1213.375 1595.8463,1213.375 Q1596.5494,1213.375 1597.19,1213.5313 Q1597.8463,1213.6875 1598.4088,1213.9844 L1598.4088,1216.7031 Q1597.7838,1216.125 1597.19,1215.8594 Q1596.5963,1215.5781 1595.9713,1215.5781 Q1594.6275,1215.5781 1593.94,1216.6563 Q1593.2525,1217.7188 1593.2525,1219.8125 Q1593.2525,1221.9063 1593.94,1222.9844 Q1594.6275,1224.0469 1595.9713,1224.0469 Q1596.5963,1224.0469 1597.19,1223.7813 Q1597.7838,1223.5 1598.4088,1222.9219 L1598.4088,1225.6406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="157" x="1609.44" y="1224.1543">OutputExporterCollection</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="1581.44" x2="1768.44" y1="1236" y2="1236"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="103" x="1586.44" y="1250.2104">_output_exporters</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="1581.44" x2="1768.44" y1="1256.8047" y2="1256.8047"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="62" x="1586.44" y="1271.0151">__enter__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="52" x="1586.44" y="1283.8198">__exit__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="1586.44" y="1296.6245">__init__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="51" x="1586.44" y="1309.4292">__iter__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="54" x="1586.44" y="1322.2339">process()</text><!--MD5=[ccc68b3d7908554a96af76d6221b7502]
class DataLoader--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="DataLoader" style="stroke: #A80036; stroke-width: 1.5;" width="105" x="1197.44" y="1250.5"/><ellipse cx="1212.44" cy="1266.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M1215.4088,1272.1406 Q1214.8306,1272.4375 1214.19,1272.5781 Q1213.5494,1272.7344 1212.8463,1272.7344 Q1210.3463,1272.7344 1209.0181,1271.0938 Q1207.7056,1269.4375 1207.7056,1266.3125 Q1207.7056,1263.1875 1209.0181,1261.5313 Q1210.3463,1259.875 1212.8463,1259.875 Q1213.5494,1259.875 1214.19,1260.0313 Q1214.8463,1260.1875 1215.4088,1260.4844 L1215.4088,1263.2031 Q1214.7838,1262.625 1214.19,1262.3594 Q1213.5963,1262.0781 1212.9713,1262.0781 Q1211.6275,1262.0781 1210.94,1263.1563 Q1210.2525,1264.2188 1210.2525,1266.3125 Q1210.2525,1268.4063 1210.94,1269.4844 Q1211.6275,1270.5469 1212.9713,1270.5469 Q1213.5963,1270.5469 1214.19,1270.2813 Q1214.7838,1270 1215.4088,1269.4219 L1215.4088,1272.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="73" x="1226.44" y="1270.6543">DataLoader</text><!--MD5=[ec20d6082476064e303572f04270fc4a]
class trainer_py--><rect fill="#8FBC8F" filter="url(#fii02y2tjiohh)" height="79.5469" id="trainer_py" style="stroke: #A80036; stroke-width: 1.5;" width="108" x="1099.94" y="14"/><ellipse cx="1121.24" cy="32.9688" fill="#DA70D6" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M1116.9588,26.5781 L1119.8806,26.5781 L1121.3494,32.0156 L1122.8181,26.5781 L1125.7556,26.5781 L1125.7556,38.9688 L1123.6463,38.9688 L1123.6463,29.0469 L1122.3338,34.4688 L1120.3963,34.4688 L1119.0681,29.0469 L1119.0681,38.9688 L1116.9588,38.9688 L1116.9588,26.5781 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" font-style="italic" lengthAdjust="spacingAndGlyphs" textLength="60" x="1137.64" y="30.1387">«module»</text><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="62" x="1136.64" y="44.1074">trainer_py</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="1100.94" x2="1206.94" y1="51.9375" y2="51.9375"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="23" x="1105.94" y="66.1479">_log</text><line style="stroke: #A80036; stroke-width: 1.0;" x1="1100.94" x2="1206.94" y1="72.7422" y2="72.7422"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="96" x="1105.94" y="86.9526">_divide_dataset()</text><!--MD5=[cde13bda610ea1722750ce9321dd74cb]
class community_pooling_py--><rect fill="#8FBC8F" filter="url(#fii02y2tjiohh)" height="117.9609" id="community_pooling_py" style="stroke: #A80036; stroke-width: 1.5;" width="202" x="2682.94" y="551.5"/><ellipse cx="2711.89" cy="570.4688" fill="#DA70D6" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M2707.6088,564.0781 L2710.5306,564.0781 L2711.9994,569.5156 L2713.4681,564.0781 L2716.4056,564.0781 L2716.4056,576.4688 L2714.2963,576.4688 L2714.2963,566.5469 L2712.9838,571.9688 L2711.0463,571.9688 L2709.7181,566.5469 L2709.7181,576.4688 L2707.6088,576.4688 L2707.6088,564.0781 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" font-style="italic" lengthAdjust="spacingAndGlyphs" textLength="60" x="2768.49" y="567.6387">«module»</text><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="139" x="2728.99" y="581.6074">community_pooling_py</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="2683.94" x2="2883.94" y1="589.4375" y2="589.4375"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="2683.94" x2="2883.94" y1="597.4375" y2="597.4375"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="128" x="2688.94" y="611.6479">community_detection()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="190" x="2688.94" y="624.4526">community_detection_per_batch()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="117" x="2688.94" y="637.2573">community_pooling()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="134" x="2688.94" y="650.062">get_preloaded_cluster()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="68" x="2688.94" y="662.8667">plot_graph()</text><!--MD5=[82b674517271dcb88c45f9b50e70c1c4]
class Batch--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="Batch" style="stroke: #A80036; stroke-width: 1.5;" width="68" x="2528.94" y="1250.5"/><ellipse cx="2543.94" cy="1266.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M2546.9088,1272.1406 Q2546.3306,1272.4375 2545.69,1272.5781 Q2545.0494,1272.7344 2544.3463,1272.7344 Q2541.8463,1272.7344 2540.5181,1271.0938 Q2539.2056,1269.4375 2539.2056,1266.3125 Q2539.2056,1263.1875 2540.5181,1261.5313 Q2541.8463,1259.875 2544.3463,1259.875 Q2545.0494,1259.875 2545.69,1260.0313 Q2546.3463,1260.1875 2546.9088,1260.4844 L2546.9088,1263.2031 Q2546.2838,1262.625 2545.69,1262.3594 Q2545.0963,1262.0781 2544.4713,1262.0781 Q2543.1275,1262.0781 2542.44,1263.1563 Q2541.7525,1264.2188 2541.7525,1266.3125 Q2541.7525,1268.4063 2542.44,1269.4844 Q2543.1275,1270.5469 2544.4713,1270.5469 Q2545.0963,1270.5469 2545.69,1270.2813 Q2546.2838,1270 2546.9088,1269.4219 L2546.9088,1272.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="36" x="2557.94" y="1270.6543">Batch</text><!--MD5=[60c9ed31c535bee25c55ce21b5b01399]
class Data--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="Data" style="stroke: #A80036; stroke-width: 1.5;" width="62" x="2631.94" y="1250.5"/><ellipse cx="2646.94" cy="1266.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M2649.9088,1272.1406 Q2649.3306,1272.4375 2648.69,1272.5781 Q2648.0494,1272.7344 2647.3463,1272.7344 Q2644.8463,1272.7344 2643.5181,1271.0938 Q2642.2056,1269.4375 2642.2056,1266.3125 Q2642.2056,1263.1875 2643.5181,1261.5313 Q2644.8463,1259.875 2647.3463,1259.875 Q2648.0494,1259.875 2648.69,1260.0313 Q2649.3463,1260.1875 2649.9088,1260.4844 L2649.9088,1263.2031 Q2649.2838,1262.625 2648.69,1262.3594 Q2648.0963,1262.0781 2647.4713,1262.0781 Q2646.1275,1262.0781 2645.44,1263.1563 Q2644.7525,1264.2188 2644.7525,1266.3125 Q2644.7525,1268.4063 2645.44,1269.4844 Q2646.1275,1270.5469 2647.4713,1270.5469 Q2648.0963,1270.5469 2648.69,1270.2813 Q2649.2838,1270 2649.9088,1269.4219 L2649.9088,1272.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="30" x="2660.94" y="1270.6543">Data</text><!--MD5=[66aa7cdbb3c3d343f14f192e937f4c14]
class EarlyStopping--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="201.6563" id="EarlyStopping" style="stroke: #A80036; stroke-width: 1.5;" width="118" x="7204.94" y="509.5"/><ellipse cx="7219.94" cy="525.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M7222.9088,531.1406 Q7222.3306,531.4375 7221.69,531.5781 Q7221.0494,531.7344 7220.3463,531.7344 Q7217.8463,531.7344 7216.5181,530.0938 Q7215.2056,528.4375 7215.2056,525.3125 Q7215.2056,522.1875 7216.5181,520.5313 Q7217.8463,518.875 7220.3463,518.875 Q7221.0494,518.875 7221.69,519.0313 Q7222.3463,519.1875 7222.9088,519.4844 L7222.9088,522.2031 Q7222.2838,521.625 7221.69,521.3594 Q7221.0963,521.0781 7220.4713,521.0781 Q7219.1275,521.0781 7218.44,522.1563 Q7217.7525,523.2188 7217.7525,525.3125 Q7217.7525,527.4063 7218.44,528.4844 Q7219.1275,529.5469 7220.4713,529.5469 Q7221.0963,529.5469 7221.69,529.2813 Q7222.2838,529 7222.9088,528.4219 L7222.9088,531.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="86" x="7233.94" y="529.6543">EarlyStopping</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="7205.94" x2="7321.94" y1="541.5" y2="541.5"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="63" x="7210.94" y="555.7104">best_score</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="43" x="7210.94" y="568.5151">counter</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="28" x="7210.94" y="581.3198">delta</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="59" x="7210.94" y="594.1245">early_stop</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="45" x="7210.94" y="606.9292">maxgap</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="61" x="7210.94" y="619.7339">min_epoch</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="48" x="7210.94" y="632.5386">patience</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="59" x="7210.94" y="645.3433">trace_func</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="73" x="7210.94" y="658.1479">val_loss_min</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="46" x="7210.94" y="670.9526">verbose</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="7205.94" x2="7321.94" y1="677.5469" y2="677.5469"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="51" x="7210.94" y="691.7573">__call__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="7210.94" y="704.562">__init__()</text><!--MD5=[9b4055f03efe44857690f4598781de7a]
class earlystopping_py--><rect fill="#8FBC8F" filter="url(#fii02y2tjiohh)" height="37.9375" id="earlystopping_py" style="stroke: #A80036; stroke-width: 1.5;" width="137" x="7195.44" y="35"/><ellipse cx="7210.44" cy="53.9688" fill="#DA70D6" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M7206.1588,47.5781 L7209.0806,47.5781 L7210.5494,53.0156 L7212.0181,47.5781 L7214.9556,47.5781 L7214.9556,59.9688 L7212.8463,59.9688 L7212.8463,50.0469 L7211.5338,55.4688 L7209.5963,55.4688 L7208.2681,50.0469 L7208.2681,59.9688 L7206.1588,59.9688 L7206.1588,47.5781 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" font-style="italic" lengthAdjust="spacingAndGlyphs" textLength="60" x="7246.94" y="51.1387">«module»</text><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="105" x="7224.44" y="65.1074">earlystopping_py</text><!--MD5=[d5e080cbde6894fdd3967862a4851c92]
class OutputExporter--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="124.8281" id="OutputExporter" style="stroke: #A80036; stroke-width: 1.5;" width="128" x="1648.94" y="548"/><ellipse cx="1663.94" cy="564" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M1666.9088,569.6406 Q1666.3306,569.9375 1665.69,570.0781 Q1665.0494,570.2344 1664.3463,570.2344 Q1661.8463,570.2344 1660.5181,568.5938 Q1659.2056,566.9375 1659.2056,563.8125 Q1659.2056,560.6875 1660.5181,559.0313 Q1661.8463,557.375 1664.3463,557.375 Q1665.0494,557.375 1665.69,557.5313 Q1666.3463,557.6875 1666.9088,557.9844 L1666.9088,560.7031 Q1666.2838,560.125 1665.69,559.8594 Q1665.0963,559.5781 1664.4713,559.5781 Q1663.1275,559.5781 1662.44,560.6563 Q1661.7525,561.7188 1661.7525,563.8125 Q1661.7525,565.9063 1662.44,566.9844 Q1663.1275,568.0469 1664.4713,568.0469 Q1665.0963,568.0469 1665.69,567.7813 Q1666.2838,567.5 1666.9088,566.9219 L1666.9088,569.6406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="96" x="1677.94" y="568.1543">OutputExporter</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="1649.94" x2="1775.94" y1="580" y2="580"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="87" x="1654.94" y="594.2104">_directory_path</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="1649.94" x2="1775.94" y1="600.8047" y2="600.8047"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="62" x="1654.94" y="615.0151">__enter__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="52" x="1654.94" y="627.8198">__exit__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="1654.94" y="640.6245">__init__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="115" x="1654.94" y="653.4292">is_compatible_with()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="54" x="1654.94" y="666.2339">process()</text><!--MD5=[700c3b5c7b8d13b851679f03e5e622d1]
class TensorboardBinaryClassificationExporter--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="124.8281" id="TensorboardBinaryClassificationExporter" style="stroke: #A80036; stroke-width: 1.5;" width="285" x="2147.44" y="548"/><ellipse cx="2162.44" cy="564" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M2165.4088,569.6406 Q2164.8306,569.9375 2164.19,570.0781 Q2163.5494,570.2344 2162.8463,570.2344 Q2160.3463,570.2344 2159.0181,568.5938 Q2157.7056,566.9375 2157.7056,563.8125 Q2157.7056,560.6875 2159.0181,559.0313 Q2160.3463,557.375 2162.8463,557.375 Q2163.5494,557.375 2164.19,557.5313 Q2164.8463,557.6875 2165.4088,557.9844 L2165.4088,560.7031 Q2164.7838,560.125 2164.19,559.8594 Q2163.5963,559.5781 2162.9713,559.5781 Q2161.6275,559.5781 2160.94,560.6563 Q2160.2525,561.7188 2160.2525,563.8125 Q2160.2525,565.9063 2160.94,566.9844 Q2161.6275,568.0469 2162.9713,568.0469 Q2163.5963,568.0469 2164.19,567.7813 Q2164.7838,567.5 2165.4088,566.9219 L2165.4088,569.6406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="253" x="2176.44" y="568.1543">TensorboardBinaryClassificationExporter</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="2148.44" x2="2431.44" y1="580" y2="580"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="39" x="2153.44" y="594.2104">_writer</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="2148.44" x2="2431.44" y1="600.8047" y2="600.8047"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="62" x="2153.44" y="615.0151">__enter__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="52" x="2153.44" y="627.8198">__exit__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="2153.44" y="640.6245">__init__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="115" x="2153.44" y="653.4292">is_compatible_with()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="54" x="2153.44" y="666.2339">process()</text><!--MD5=[dd5cde16d34f287c7ae3ac34bb0b3013]
class SummaryWriter--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="32" id="SummaryWriter" style="stroke: #A80036; stroke-width: 1.5;" width="126" x="2212.94" y="1250.5"/><ellipse cx="2227.94" cy="1266.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M2230.9088,1272.1406 Q2230.3306,1272.4375 2229.69,1272.5781 Q2229.0494,1272.7344 2228.3463,1272.7344 Q2225.8463,1272.7344 2224.5181,1271.0938 Q2223.2056,1269.4375 2223.2056,1266.3125 Q2223.2056,1263.1875 2224.5181,1261.5313 Q2225.8463,1259.875 2228.3463,1259.875 Q2229.0494,1259.875 2229.69,1260.0313 Q2230.3463,1260.1875 2230.9088,1260.4844 L2230.9088,1263.2031 Q2230.2838,1262.625 2229.69,1262.3594 Q2229.0963,1262.0781 2228.4713,1262.0781 Q2227.1275,1262.0781 2226.44,1263.1563 Q2225.7525,1264.2188 2225.7525,1266.3125 Q2225.7525,1268.4063 2226.44,1269.4844 Q2227.1275,1270.5469 2228.4713,1270.5469 Q2229.0963,1270.5469 2229.69,1270.2813 Q2230.2838,1270 2230.9088,1269.4219 L2230.9088,1272.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="94" x="2241.94" y="1270.6543">SummaryWriter</text><!--MD5=[ccfda968b64998ec9090f831b5bbbba2]
class ScatterPlotExporter--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="176.0469" id="ScatterPlotExporter" style="stroke: #A80036; stroke-width: 1.5;" width="155" x="1458.44" y="522.5"/><ellipse cx="1473.44" cy="538.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M1476.4088,544.1406 Q1475.8306,544.4375 1475.19,544.5781 Q1474.5494,544.7344 1473.8463,544.7344 Q1471.3463,544.7344 1470.0181,543.0938 Q1468.7056,541.4375 1468.7056,538.3125 Q1468.7056,535.1875 1470.0181,533.5313 Q1471.3463,531.875 1473.8463,531.875 Q1474.5494,531.875 1475.19,532.0313 Q1475.8463,532.1875 1476.4088,532.4844 L1476.4088,535.2031 Q1475.7838,534.625 1475.19,534.3594 Q1474.5963,534.0781 1473.9713,534.0781 Q1472.6275,534.0781 1471.94,535.1563 Q1471.2525,536.2188 1471.2525,538.3125 Q1471.2525,540.4063 1471.94,541.4844 Q1472.6275,542.5469 1473.9713,542.5469 Q1474.5963,542.5469 1475.19,542.2813 Q1475.7838,542 1476.4088,541.4219 L1476.4088,544.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="123" x="1487.44" y="542.6543">ScatterPlotExporter</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="1459.44" x2="1612.44" y1="554.5" y2="554.5"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="88" x="1464.44" y="568.7104">_epoch_interval</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="58" x="1464.44" y="581.5151">_plot_data</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="1459.44" x2="1612.44" y1="588.1094" y2="588.1094"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="62" x="1464.44" y="602.3198">__enter__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="52" x="1464.44" y="615.1245">__exit__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="1464.44" y="627.9292">__init__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="66" x="1464.44" y="640.7339">_get_color()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="35" x="1464.44" y="653.5386">_plot()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="81" x="1464.44" y="666.3433">get_filename()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="115" x="1464.44" y="679.1479">is_compatible_with()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="54" x="1464.44" y="691.9526">process()</text><!--MD5=[0acb06d2b36b6eae3a8ceea9257fa1aa]
class HDF5OutputExporter--><rect fill="#FEFECE" filter="url(#fii02y2tjiohh)" height="137.6328" id="HDF5OutputExporter" style="stroke: #A80036; stroke-width: 1.5;" width="161" x="1951.44" y="541.5"/><ellipse cx="1966.44" cy="557.5" fill="#ADD1B2" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M1969.4088,563.1406 Q1968.8306,563.4375 1968.19,563.5781 Q1967.5494,563.7344 1966.8463,563.7344 Q1964.3463,563.7344 1963.0181,562.0938 Q1961.7056,560.4375 1961.7056,557.3125 Q1961.7056,554.1875 1963.0181,552.5313 Q1964.3463,550.875 1966.8463,550.875 Q1967.5494,550.875 1968.19,551.0313 Q1968.8463,551.1875 1969.4088,551.4844 L1969.4088,554.2031 Q1968.7838,553.625 1968.19,553.3594 Q1967.5963,553.0781 1966.9713,553.0781 Q1965.6275,553.0781 1964.94,554.1563 Q1964.2525,555.2188 1964.2525,557.3125 Q1964.2525,559.4063 1964.94,560.4844 Q1965.6275,561.5469 1966.9713,561.5469 Q1967.5963,561.5469 1968.19,561.2813 Q1968.7838,561 1969.4088,560.4219 L1969.4088,563.1406 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="129" x="1980.44" y="561.6543">HDF5OutputExporter</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="1952.44" x2="2111.44" y1="573.5" y2="573.5"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="7" x="1957.44" y="587.7104">d</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="11" x="1957.44" y="600.5151">df</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="35" x="1957.44" y="613.3198">phase</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="1952.44" x2="2111.44" y1="619.9141" y2="619.9141"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="62" x="1957.44" y="634.1245">__enter__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="52" x="1957.44" y="646.9292">__exit__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="49" x="1957.44" y="659.7339">__init__()</text><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="54" x="1957.44" y="672.5386">process()</text><!--MD5=[ac923021ecba3d1b646cc90af4091ef8]
class exporters_py--><rect fill="#8FBC8F" filter="url(#fii02y2tjiohh)" height="58.7422" id="exporters_py" style="stroke: #A80036; stroke-width: 1.5;" width="112" x="1736.94" y="24.5"/><ellipse cx="1751.94" cy="43.4688" fill="#DA70D6" rx="11" ry="11" style="stroke: #A80036; stroke-width: 1.0;"/><path d="M1747.6588,37.0781 L1750.5806,37.0781 L1752.0494,42.5156 L1753.5181,37.0781 L1756.4556,37.0781 L1756.4556,49.4688 L1754.3463,49.4688 L1754.3463,39.5469 L1753.0338,44.9688 L1751.0963,44.9688 L1749.7681,39.5469 L1749.7681,49.4688 L1747.6588,49.4688 L1747.6588,37.0781 Z "/><text fill="#000000" font-family="sans-serif" font-size="12" font-style="italic" lengthAdjust="spacingAndGlyphs" textLength="60" x="1775.94" y="40.6387">«module»</text><text fill="#000000" font-family="sans-serif" font-size="12" lengthAdjust="spacingAndGlyphs" textLength="80" x="1765.94" y="54.6074">exporters_py</text><line style="stroke: #A80036; stroke-width: 1.5;" x1="1737.94" x2="1847.94" y1="62.4375" y2="62.4375"/><text fill="#000000" font-family="sans-serif" font-size="11" lengthAdjust="spacingAndGlyphs" textLength="23" x="1742.94" y="76.6479">_log</text><!--MD5=[18aff08544b548da8726a2e3bac14b03]
reverse link Dataset to DeeprankDataset--><path d="M418.15,574.76 C397.58,481.43 358.37,231.26 502.44,138.5 C544.29,111.55 572.58,111.55 614.44,138.5 C707.67,198.53 736.45,321.08 742.36,426.25 " fill="none" id="Dataset&lt;-DeeprankDataset" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="none" points="425.02,573.4,422.74,594.46,411.38,576.58,425.02,573.4" style="stroke: #A80036; stroke-width: 1.0;"/><!--MD5=[4c81d1a3cb379c9d7cae05f801113ee8]
link DeeprankDataset to torch.device--><path d="M693.9503,806.6858 C693.9503,806.6858 688.59,1004.24 729.94,1091 C739.04,1110.11 751.64,1106.36 766.94,1121 C807.72,1160.05 850.26,1210.28 874.58,1240.07 " fill="none" id="DeeprankDataset-torch.device" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="882.97,1250.42,880.4108,1240.9095,879.8218,1246.5356,874.1957,1245.9466,882.97,1250.42" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="879.8218" x2="874.785" y1="1246.5356" y2="1240.315"/><polygon fill="#A80036" points="695.19,794.75,690.5915,800.3046,693.9503,806.6858,698.5487,801.1311,695.19,794.75" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="41" x="730.94" y="1087.0669">device</text><!--MD5=[5dba4a0a153559fd935657ba098cf89b]
link DeeprankDataset to h5py.Group--><path d="M720.96,794.71 C708.22,876.87 682.68,971.4 631.94,1044 C591.3,1102.14 403.95,1206.64 327.04,1247.98 " fill="none" id="DeeprankDataset-&gt;h5py.Group" style="stroke: #A80036; stroke-width: 1.0; stroke-dasharray: 7.0,7.0;"/><polygon fill="#A80036" points="322.57,1250.37,332.3904,1249.6212,326.9714,1247.9978,328.5948,1242.5789,322.57,1250.37" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="77" x="598.94" y="1087.0669">entry_group</text><!--MD5=[27d40bcf80ab2a1f3c9382402f02653f]
reverse link DeeprankDataset to GridDataset--><path d="M629.78,610.5 C624.86,610.5 619.93,610.5 615.01,610.5 " fill="none" id="DeeprankDataset&lt;-GridDataset" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="none" points="630.02,603.5,650.02,610.5,630.02,617.5,630.02,603.5" style="stroke: #A80036; stroke-width: 1.0;"/><!--MD5=[665cc7ce28553466747a1a5424619ce8]
reverse link DeeprankDataset to GraphDataset--><path d="M714.92,814.62 C705.26,923.54 693.7,1053.98 685.49,1146.47 " fill="none" id="DeeprankDataset&lt;-GraphDataset" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="none" points="707.96,813.85,716.7,794.55,721.91,815.09,707.96,813.85" style="stroke: #A80036; stroke-width: 1.0;"/><!--MD5=[3be7e9b41cf074b0266ee666027848c7]
link dataset_py to DeeprankDataset--><path d="M555.15,100.22 C583.16,120.41 612.7,146.56 631.94,177 C678.84,251.23 704,345 717.48,426.24 " fill="none" id="dataset_py-DeeprankDataset" style="stroke: #A80036; stroke-width: 1.0; stroke-dasharray: 7.0,7.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="54" x="606.94" y="143.0669">contains</text><polygon fill="#000000" points="629.44,152.1328,632.44,158.1328,635.44,152.1328,629.44,152.1328" style="stroke: #000000; stroke-width: 1.0;"/><!--MD5=[7f8565dc13294a800f21289cf929d0ef]
link dataset_py to GridDataset--><path d="M485.48,100.38 C499.27,195.95 531.41,418.74 548.24,535.35 " fill="none" id="dataset_py-GridDataset" style="stroke: #A80036; stroke-width: 1.0; stroke-dasharray: 7.0,7.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="54" x="491.94" y="143.0669">contains</text><polygon fill="#000000" points="514.44,152.1328,517.44,158.1328,520.44,152.1328,514.44,152.1328" style="stroke: #000000; stroke-width: 1.0;"/><!--MD5=[f55e7c2e4e8bfe3aa64db0a058ee093b]
link dataset_py to GraphDataset--><path d="M360.29,72.36 C297.17,88.3 224.76,118.78 185.94,177 C79.04,337.3 81.52,882.08 185.94,1044 C192,1053.41 464.38,1173.45 599.93,1232.77 " fill="none" id="dataset_py-GraphDataset" style="stroke: #A80036; stroke-width: 1.0; stroke-dasharray: 7.0,7.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="54" x="186.94" y="615.0669">contains</text><polygon fill="#000000" points="209.44,624.1328,212.44,630.1328,215.44,624.1328,209.44,624.1328" style="stroke: #000000; stroke-width: 1.0;"/><!--MD5=[07e18a3b8b538e4416df2edcf19deb74]
link dataset_py to logging.getLogger--><path d="M597.76,64.81 C676.38,77.82 775.27,107.86 832.94,177 C937.49,302.35 913.02,522.03 902.46,589.33 " fill="none" id="dataset_py-&gt;logging.getLogger" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="901.67,594.28,907.0566,586.0347,902.4689,589.3442,899.1593,584.7565,901.67,594.28" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="30" x="798.94" y="143.0669">uses</text><!--MD5=[da27c713b694e1093732c96e176477a5]
link dataset_py to re.compile--><path d="M425.61,100.05 C404.17,121.16 381.38,148.04 367.94,177 C300.01,323.33 305.66,525.59 309.47,589.39 " fill="none" id="dataset_py-&gt;re.compile" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="309.79,594.44,313.2422,585.216,309.4897,589.449,305.2567,585.6965,309.79,594.44" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="30" x="397.94" y="143.0669">uses</text><!--MD5=[9ed5ce604959e984daeed5e37135bae3]
link dataset_py to h5py.ExternalLink--><path d="M360.43,73.66 C251.36,93.59 101.43,128.93 66.94,177 C-45.38,333.54 25.34,855.88 66.94,1044 C84.58,1123.78 134.01,1208.94 157.38,1246.19 " fill="none" id="dataset_py-&gt;h5py.ExternalLink" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="160.1,1250.49,158.6748,1240.7448,157.4295,1246.2629,151.9114,1245.0176,160.1,1250.49" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="30" x="67.94" y="615.0669">uses</text><!--MD5=[e8bdd842930c0020b0e03863f5c5d2b4]
reverse link torch.nn.Module to CnnRegression--><path d="M5154.73,1263.97 C5291.24,1257.85 5612.64,1227.2 5538.94,1074 C5429.9,847.35 5149.73,697.14 5023.4,638.81 " fill="none" id="torch.nn.Module&lt;-CnnRegression" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="none" points="5154.75,1270.98,5134.5,1264.76,5154.21,1256.99,5154.75,1270.98" style="stroke: #A80036; stroke-width: 1.0;"/><!--MD5=[0f870695f0503fd2992fe63dea8ab25f]
link CnnRegression to torch.nn.Conv3d--><path d="M4971.4013,710.8547 C4971.4013,710.8547 4984.09,963.5 4950.94,1091 C4947.13,1105.62 4941.27,1107.28 4934.94,1121 C4916.48,1160.94 4898.4,1208.67 4887.71,1238.03 " fill="none" id="CnnRegression-torch.nn.Conv3d" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4883.21,1250.5,4890.0282,1243.3928,4884.9077,1245.797,4882.5035,1240.6765,4883.21,1250.5" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4884.9077" x2="4887.62" y1="1245.797" y2="1238.265"/><polygon fill="#A80036" points="4970.36,698.9,4966.8957,705.2245,4971.4013,710.8547,4974.8655,704.5303,4970.36,698.9" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="92" x="4954.94" y="1087.0669">convlayer_000</text><!--MD5=[0f870695f0503fd2992fe63dea8ab25f]
link CnnRegression to torch.nn.Conv3d--><path d="M4890.7564,708.3114 C4890.7564,708.3114 4731.03,929.95 4645.94,1044 C4635.89,1057.47 4628.33,1058.09 4622.94,1074 C4620.51,1081.16 4618.01,1085.27 4622.94,1091 C4680.97,1158.49 4751.32,1065.54 4820.94,1121 C4856.76,1149.54 4870.14,1203.83 4875.09,1237.13 " fill="none" id="CnnRegression-torch.nn.Conv3d-1" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4876.78,1250.38,4879.611,1240.9468,4876.1483,1245.4201,4871.6751,1241.9574,4876.78,1250.38" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4876.1483" x2="4875.135" y1="1245.4201" y2="1237.485"/><polygon fill="#A80036" points="4897.75,698.56,4891.0027,701.1045,4890.7564,708.3114,4897.5037,705.7669,4897.75,698.56" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="92" x="4623.94" y="1087.0669">convlayer_002</text><!--MD5=[5ee7d8d0d1b290b9cdf9ef0d7329291a]
link CnnRegression to torch.nn.MaxPool3d--><path d="M4919.7388,709.609 C4919.7388,709.609 4779.62,971.28 4645.94,1044 C4591.3,1073.72 4129.72,1028.85 4086.94,1074 C3996.46,1169.46 4565.92,1050.47 4676.94,1121 C4718.27,1147.26 4738.84,1203.61 4747.88,1237.66 " fill="none" id="CnnRegression-torch.nn.MaxPool3d" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4750.98,1250.33,4752.7191,1240.6359,4749.788,1245.4742,4744.9498,1242.5431,4750.98,1250.33" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4749.788" x2="4747.89" y1="1245.4742" y2="1237.705"/><polygon fill="#A80036" points="4924.76,698.71,4918.6164,702.4858,4919.7388,709.609,4925.8824,705.8332,4924.76,698.71" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="92" x="4087.94" y="1087.0669">convlayer_001</text><!--MD5=[5ee7d8d0d1b290b9cdf9ef0d7329291a]
link CnnRegression to torch.nn.MaxPool3d--><path d="M4914.9608,709.3566 C4914.9608,709.3566 4771.01,960.88 4645.94,1044 C4597.27,1076.34 4554.23,1028.21 4517.94,1074 C4513.24,1079.92 4513.11,1085.18 4517.94,1091 C4563.83,1146.36 4618.99,1078.41 4676.94,1121 C4716.02,1149.73 4737.21,1204.35 4747,1237.59 " fill="none" id="CnnRegression-torch.nn.MaxPool3d-1" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4750.51,1250.39,4751.9851,1240.6522,4749.1865,1245.5683,4744.2704,1242.7698,4750.51,1250.39" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4749.1865" x2="4747.07" y1="1245.5683" y2="1237.855"/><polygon fill="#A80036" points="4920.38,698.65,4914.1015,702.1969,4914.9608,709.3566,4921.2393,705.8097,4920.38,698.65" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="92" x="4518.94" y="1087.0669">convlayer_003</text><!--MD5=[381419b18f7a725c22b22d259be49610]
link CnnRegression to torch.nn.Linear--><path d="M5027.9801,708.555 C5027.9801,708.555 5167,939.02 5199.94,1074 C5217.51,1146 5096.51,1073.12 5039.94,1121 C5005.47,1150.17 4993.41,1203.8 4989.2,1236.88 " fill="none" id="CnnRegression-torch.nn.Linear" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4987.79,1250.07,4992.7171,1241.5422,4988.3174,1245.0979,4984.7617,1240.6983,4987.79,1250.07" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4988.3174" x2="4989.165" y1="1245.0979" y2="1237.14"/><polygon fill="#A80036" points="5021.4,698.52,5021.3451,705.7309,5027.9801,708.555,5028.0351,701.3441,5021.4,698.52" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="73" x="5201.94" y="1087.0669">fclayer_000</text><!--MD5=[381419b18f7a725c22b22d259be49610]
link CnnRegression to torch.nn.Linear--><path d="M5025.1525,709.0342 C5025.1525,709.0342 5150.31,968.85 5084.94,1091 C5073.59,1112.19 5054.81,1102.12 5039.94,1121 C5012.41,1155.95 4998.27,1206.56 4991.75,1237.68 " fill="none" id="CnnRegression-torch.nn.Linear-1" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4989.27,1250.48,4994.907,1242.4039,4990.2199,1245.5711,4987.0527,1240.884,4989.27,1250.48" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4990.2199" x2="4991.74" y1="1245.5711" y2="1237.715"/><polygon fill="#A80036" points="5019.07,698.69,5018.6632,705.8896,5025.1525,709.0342,5025.5593,701.8346,5019.07,698.69" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="73" x="5090.94" y="1087.0669">fclayer_001</text><!--MD5=[ff9605d1e5bba582857f06bbeffdab9c]
reverse link torch.nn.Module to CnnClassification--><path d="M5154.62,1258.86 C5290.3,1241.41 5606.12,1187.57 5497.94,1074 C5450.52,1024.22 4940.58,1076.38 4879.94,1044 C4739.3,968.91 4643.6,802 4595.37,698.88 " fill="none" id="torch.nn.Module&lt;-CnnClassification" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="none" points="5155.19,1265.84,5134.48,1261.35,5153.47,1251.95,5155.19,1265.84" style="stroke: #A80036; stroke-width: 1.0;"/><!--MD5=[7c2f5481e418cc465dd670cf1d24caf0]
link CnnClassification to torch.nn.Conv3d--><path d="M4479.745,660.5801 C4479.745,660.5801 4086.81,950 4220.94,1091 C4266.94,1139.36 4766.71,1082.08 4820.94,1121 C4858.51,1147.97 4871.32,1203.65 4875.69,1237.48 " fill="none" id="CnnClassification-torch.nn.Conv3d" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4877.09,1250.49,4880.0978,1241.1117,4876.5517,1245.5191,4872.1443,1241.9729,4877.09,1250.49" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4876.5517" x2="4875.695" y1="1245.5191" y2="1237.56"/><polygon fill="#A80036" points="4489.78,654,4482.5691,653.9451,4479.745,660.5801,4486.9559,660.6351,4489.78,654" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="92" x="4221.94" y="1087.0669">convlayer_000</text><!--MD5=[7c2f5481e418cc465dd670cf1d24caf0]
link CnnClassification to torch.nn.Conv3d--><path d="M4482.8594,705.3857 C4482.8594,705.3857 4312.94,984.48 4411.94,1091 C4473.98,1157.76 4747.52,1067 4820.94,1121 C4858,1148.26 4870.98,1203.38 4875.51,1237.1 " fill="none" id="CnnClassification-torch.nn.Conv3d-1" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4876.99,1250.1,4879.9454,1240.705,4876.424,1245.1321,4871.9969,1241.6107,4876.99,1250.1" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4876.424" x2="4875.52" y1="1245.1321" y2="1237.185"/><polygon fill="#A80036" points="4489.93,695.69,4483.1628,698.181,4482.8594,705.3857,4489.6266,702.8947,4489.93,695.69" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="92" x="4412.94" y="1087.0669">convlayer_002</text><!--MD5=[b251e540b2479200cfba2b40498c2387]
link CnnClassification to torch.nn.MaxPool3d--><path d="M4478.3442,635.8763 C4478.3442,635.8763 3761.43,891.4 3952.94,1091 C4008.68,1149.1 4608.78,1078.14 4676.94,1121 C4718.39,1147.07 4738.92,1203.48 4747.92,1237.6 " fill="none" id="CnnClassification-torch.nn.MaxPool3d" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4751,1250.3,4752.7598,1240.6096,4749.8184,1245.4416,4744.9864,1242.5002,4751,1250.3" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4749.8184" x2="4747.93" y1="1245.4416" y2="1237.665"/><polygon fill="#A80036" points="4489.78,632.24,4482.85,630.2462,4478.3442,635.8763,4485.2742,637.8701,4489.78,632.24" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="92" x="3953.94" y="1087.0669">convlayer_001</text><!--MD5=[b251e540b2479200cfba2b40498c2387]
link CnnClassification to torch.nn.MaxPool3d--><path d="M4478.1531,629.918 C4478.1531,629.918 3618.45,863.52 3837.94,1091 C3902.71,1158.13 4597.83,1071.57 4676.94,1121 C4718.47,1146.95 4738.97,1203.41 4747.94,1237.56 " fill="none" id="CnnClassification-torch.nn.MaxPool3d-1" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4751.02,1250.27,4752.7901,1240.5815,4749.8436,1245.4104,4745.0147,1242.4638,4751.02,1250.27" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4749.8436" x2="4747.96" y1="1245.4104" y2="1237.64"/><polygon fill="#A80036" points="4489.82,627.11,4483.0506,624.625,4478.1531,629.918,4484.9226,632.4029,4489.82,627.11" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="92" x="3838.94" y="1087.0669">convlayer_003</text><!--MD5=[27bc633d6690601ecfee94bf60f015a4]
link CnnClassification to torch.nn.Linear--><path d="M4601.3197,709.8218 C4601.3197,709.8218 4744.42,984.9 4867.94,1091 C4892.69,1112.26 4912.75,1097.07 4934.94,1121 C4965.28,1153.72 4978.17,1205.42 4983.46,1237.3 " fill="none" id="CnnClassification-torch.nn.Linear" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4985.4,1250.41,4988.0413,1240.9219,4984.669,1245.4637,4980.1273,1242.0915,4985.4,1250.41" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4984.669" x2="4983.5" y1="1245.4637" y2="1237.545"/><polygon fill="#A80036" points="4596.24,698.95,4595.1559,706.0791,4601.3197,709.8218,4602.4038,702.6927,4596.24,698.95" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="73" x="4868.94" y="1087.0669">fclayer_000</text><!--MD5=[27bc633d6690601ecfee94bf60f015a4]
link CnnClassification to torch.nn.Linear--><path d="M4575.1096,710.5294 C4575.1096,710.5294 4653.58,997.01 4772.94,1091 C4830.46,1136.3 4879.13,1073.59 4934.94,1121 C4969.27,1150.17 4980.94,1203.8 4984.9,1236.88 " fill="none" id="CnnClassification-torch.nn.Linear-1" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4986.2,1250.07,4989.3,1240.7217,4985.7106,1245.094,4981.3384,1241.5047,4986.2,1250.07" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4985.7106" x2="4984.925" y1="1245.094" y2="1237.135"/><polygon fill="#A80036" points="4572.67,698.78,4569.9733,705.4679,4575.1096,710.5294,4577.8062,703.8415,4572.67,698.78" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="73" x="4773.94" y="1087.0669">fclayer_001</text><!--MD5=[c4abdb84437cde1e03b722fa57919126]
link model3d_py to CnnRegression--><path d="M4863.21,73.13 C4875.59,141.82 4920.15,388.86 4944.23,522.38 " fill="none" id="model3d_py-CnnRegression" style="stroke: #A80036; stroke-width: 1.0; stroke-dasharray: 7.0,7.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="54" x="4874.94" y="143.0669">contains</text><polygon fill="#000000" points="4897.44,152.1328,4900.44,158.1328,4903.44,152.1328,4897.44,152.1328" style="stroke: #000000; stroke-width: 1.0;"/><!--MD5=[e5837d8812cc9f8aa678e2822a3f66b8]
link model3d_py to CnnClassification--><path d="M4842.57,73.14 C4829.11,87.76 4810.54,109.23 4796.94,130 C4712.18,259.46 4636.99,423.35 4594.79,522.13 " fill="none" id="model3d_py-CnnClassification" style="stroke: #A80036; stroke-width: 1.0; stroke-dasharray: 7.0,7.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="54" x="4797.94" y="143.0669">contains</text><polygon fill="#000000" points="4820.44,152.1328,4823.44,158.1328,4826.44,152.1328,4820.44,152.1328" style="stroke: #000000; stroke-width: 1.0;"/><!--MD5=[8aac0a232a95ef236e7ce41ffc11df0e]
reverse link nn.Module to GNNLayer--><path d="M6240.05,574.75 C6219.25,481.42 6179.42,231.23 6323.44,138.5 C6375.75,104.81 6411.12,104.81 6463.44,138.5 C6586.2,217.55 6583.41,409.09 6569.36,522.38 " fill="none" id="nn.Module&lt;-GNNLayer" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="none" points="6246.92,573.39,6244.7,594.46,6233.3,576.6,6246.92,573.39" style="stroke: #A80036; stroke-width: 1.0;"/><!--MD5=[c07c0024302a916733c1ecfa5d5e1e3b]
reverse link nn.Module to SuperGNN--><path d="M6307.67,610.5 C6312.75,610.5 6317.82,610.5 6322.9,610.5 " fill="none" id="nn.Module&lt;-SuperGNN" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="none" points="6307.47,617.5,6287.47,610.5,6307.47,603.5,6307.47,617.5" style="stroke: #A80036; stroke-width: 1.0;"/><!--MD5=[d25342f8adc6c57c3d9b408ffea3c345]
reverse link SuperGNN to AlignmentGNN--><path d="M6381.3,527.7 C6370.86,415.32 6372.99,219.27 6498.44,138.5 C6539.91,111.79 6567.96,111.79 6609.44,138.5 C6755.82,232.76 6727.24,486.01 6711.49,577.2 " fill="none" id="SuperGNN&lt;-AlignmentGNN" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="none" points="6388.27,527.05,6383.37,547.66,6374.34,528.49,6388.27,527.05" style="stroke: #A80036; stroke-width: 1.0;"/><!--MD5=[faf7037d1f6fdefba48b3d0918aa5151]
link alignmentnet_py to GNNLayer--><path d="M6553.94,86.8 C6553.94,170.05 6553.94,396.59 6553.94,522.39 " fill="none" id="alignmentnet_py-GNNLayer" style="stroke: #A80036; stroke-width: 1.0; stroke-dasharray: 7.0,7.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="54" x="6554.94" y="143.0669">contains</text><polygon fill="#000000" points="6577.44,152.1328,6580.44,158.1328,6583.44,152.1328,6577.44,152.1328" style="stroke: #000000; stroke-width: 1.0;"/><!--MD5=[a6fa44ce468bf8cba8067f7102c1eb03]
link alignmentnet_py to SuperGNN--><path d="M6512.31,86.59 C6499.04,98.75 6485.57,113.66 6476.94,130 C6404.8,266.57 6392.85,452.51 6391.91,547.74 " fill="none" id="alignmentnet_py-SuperGNN" style="stroke: #A80036; stroke-width: 1.0; stroke-dasharray: 7.0,7.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="54" x="6477.94" y="143.0669">contains</text><polygon fill="#000000" points="6500.44,152.1328,6503.44,158.1328,6506.44,152.1328,6500.44,152.1328" style="stroke: #000000; stroke-width: 1.0;"/><!--MD5=[f573819157942a44f2a84f4c9c5f42c1]
link alignmentnet_py to AlignmentGNN--><path d="M6596.15,86.86 C6609.31,98.94 6622.56,113.74 6630.94,130 C6709.75,282.93 6709.91,497.06 6706.75,577.39 " fill="none" id="alignmentnet_py-AlignmentGNN" style="stroke: #A80036; stroke-width: 1.0; stroke-dasharray: 7.0,7.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="54" x="6636.94" y="143.0669">contains</text><polygon fill="#000000" points="6659.44,152.1328,6662.44,158.1328,6665.44,152.1328,6659.44,152.1328" style="stroke: #000000; stroke-width: 1.0;"/><!--MD5=[f5e2274e26b3ad138dda313b60182d4d]
reverse link torch.nn.Module to FoutLayer--><path d="M5152.76,1242.52 C5308.36,1178.45 5738.07,1012.77 5862.44,1082.5 C5901.79,1104.57 5929.02,1146.63 5946.82,1184.97 " fill="none" id="torch.nn.Module&lt;-FoutLayer" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="none" points="5155.08,1249.13,5133.92,1250.33,5149.71,1236.2,5155.08,1249.13" style="stroke: #A80036; stroke-width: 1.0;"/><!--MD5=[9c5e313b44196b779f0ec6b3a31143c9]
link FoutLayer to Parameter--><path d="M5936.3472,1359.4013 C5936.3472,1359.4013 5918.53,1414.95 5913.94,1442 C5904.63,1496.83 5909.28,1562.12 5913.27,1598.64 " fill="none" id="FoutLayer-Parameter" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="5914.84,1611.99,5917.7634,1602.585,5914.2571,1607.0241,5909.818,1603.5177,5914.84,1611.99" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="5914.2571" x2="5913.325" y1="1607.0241" y2="1599.08"/><polygon fill="#A80036" points="5940.41,1348.11,5934.6148,1352.4014,5936.3472,1359.4013,5942.1424,1355.1099,5940.41,1348.11" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="16" x="5914.94" y="1455.0669">wc</text><!--MD5=[9c5e313b44196b779f0ec6b3a31143c9]
link FoutLayer to Parameter--><path d="M5960.0071,1360.0266 C5960.0071,1360.0266 5929.57,1548.7 5921.44,1599.09 " fill="none" id="FoutLayer-Parameter-1" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="5919.36,1611.97,5924.7435,1603.7227,5920.157,1607.0339,5916.8458,1602.4475,5919.36,1611.97" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="5920.157" x2="5921.43" y1="1607.0339" y2="1599.135"/><polygon fill="#A80036" points="5961.92,1348.18,5957.0147,1353.4657,5960.0071,1360.0266,5964.9124,1354.7409,5961.92,1348.18" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="17" x="5946.94" y="1455.0669">wn</text><!--MD5=[9c5e313b44196b779f0ec6b3a31143c9]
link FoutLayer to Parameter--><path d="M5979.7487,1360.1194 C5979.7487,1360.1194 5978.23,1427.44 5972.94,1459 C5964.36,1510.17 5942.76,1566.88 5929.03,1599.59 " fill="none" id="FoutLayer-Parameter-2" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="5923.86,1611.67,5931.0838,1604.9755,5925.8309,1607.0748,5923.7315,1601.822,5923.86,1611.67" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="5925.8309" x2="5928.975" y1="1607.0748" y2="1599.715"/><polygon fill="#A80036" points="5979.63,1348.12,5975.6895,1354.1593,5979.7487,1360.1194,5983.6891,1354.0801,5979.63,1348.12" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="26" x="5975.94" y="1455.0669">bias</text><!--MD5=[2068e3deda9b7fc68a275837541676d5]
reverse link torch.nn.Module to FoutNet--><path d="M5154.02,1250.48 C5258.32,1223.62 5484.35,1165.99 5675.94,1121 C5736.19,1106.85 5752.85,1109.44 5811.94,1091 C5864.64,1074.55 5892.68,1087.3 5926.94,1044 C6010.3,938.64 6010.96,772.6 6003.39,679.89 " fill="none" id="torch.nn.Module&lt;-FoutNet" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="none" points="5155.65,1257.28,5134.54,1255.5,5152.16,1243.73,5155.65,1257.28" style="stroke: #A80036; stroke-width: 1.0;"/><!--MD5=[9a52ed903db42b5b98272505f5aece16]
link FoutNet to FoutLayer--><path d="M6001.3737,691.5003 C6001.3737,691.5003 6015.46,951.32 6003.94,1091 C6001.76,1117.31 5997.78,1145.63 5993.45,1171.65 " fill="none" id="FoutNet-FoutLayer" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="5991.23,1184.61,5996.6952,1176.4166,5992.076,1179.6821,5988.8105,1175.0629,5991.23,1184.61" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="5992.076" x2="5993.425" y1="1179.6821" y2="1171.8"/><polygon fill="#A80036" points="6000.53,679.53,5996.9618,685.7964,6001.3737,691.5003,6004.942,685.2339,6000.53,679.53" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="38" x="6004.94" y="1087.0669">conv1</text><!--MD5=[9a52ed903db42b5b98272505f5aece16]
link FoutNet to FoutLayer--><path d="M5981.7799,691.5772 C5981.7799,691.5772 5948.33,950.81 5955.94,1091 C5957.36,1117.29 5959.99,1145.71 5962.85,1171.83 " fill="none" id="FoutNet-FoutLayer-1" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="5964.31,1184.85,5967.286,1175.4615,5963.7548,1179.8809,5959.3354,1176.3498,5964.31,1184.85" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="5963.7548" x2="5962.86" y1="1179.8809" y2="1171.935"/><polygon fill="#A80036" points="5983.56,679.71,5978.7142,685.0503,5981.7799,691.5772,5986.6257,686.237,5983.56,679.71" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="38" x="5956.94" y="1087.0669">conv2</text><!--MD5=[bbb7e2c45770ccb4c75c00fef7330c92]
link FoutNet to torch.nn.Linear--><path d="M6008.3211,691.7419 C6008.3211,691.7419 6020.96,954.12 5926.94,1044 C5918.41,1052.15 5516.69,1089.97 5504.94,1091 C5453.36,1095.53 5081.41,1090 5039.94,1121 C5003.42,1148.29 4992.03,1203.4 4988.5,1237.11 " fill="none" id="FoutNet-torch.nn.Linear" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4987.42,1250.11,4992.1489,1241.4707,4987.8325,1245.127,4984.1761,1240.8107,4987.42,1250.11" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4987.8325" x2="4988.5" y1="1245.127" y2="1237.155"/><polygon fill="#A80036" points="6006.87,679.83,6003.6249,686.2697,6008.3211,691.7419,6011.5662,685.3023,6006.87,679.83" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="19" x="5668.94" y="1087.0669">fc1</text><!--MD5=[bbb7e2c45770ccb4c75c00fef7330c92]
link FoutNet to torch.nn.Linear--><path d="M6008.849,691.5222 C6008.849,691.5222 6023.21,955.98 5926.94,1044 C5889.87,1077.89 5525.12,1063.86 5475.94,1074 C5453.77,1078.57 5450.08,1086.31 5427.94,1091 C5343.33,1108.92 5108.88,1068.79 5039.94,1121 C5003.59,1148.53 4992.15,1203.55 4988.56,1237.19 " fill="none" id="FoutNet-torch.nn.Linear-1" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4987.45,1250.16,4992.1978,1241.5311,4987.8734,1245.178,4984.2265,1240.8536,4987.45,1250.16" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4987.8734" x2="4988.56" y1="1245.178" y2="1237.205"/><polygon fill="#A80036" points="6007.32,679.62,6004.1171,686.0808,6008.849,691.5222,6012.0519,685.0614,6007.32,679.62" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="19" x="5476.94" y="1087.0669">fc2</text><!--MD5=[66e138542a7c307bc0549d9a003c01a8]
link foutnet_py to FoutLayer--><path d="M6066.79,73.08 C6072.84,88.01 6080.68,109.95 6083.94,130 C6085.15,137.46 6084.06,139.45 6083.94,147 C6077.27,545.83 6069.08,645.4 6053.94,1044 C6053.14,1064.89 6056.68,1070.64 6051.94,1091 C6044.53,1122.76 6031.42,1155.92 6018.1,1184.69 " fill="none" id="foutnet_py-FoutLayer" style="stroke: #A80036; stroke-width: 1.0; stroke-dasharray: 7.0,7.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="54" x="6083.94" y="615.0669">contains</text><polygon fill="#000000" points="6106.44,624.1328,6109.44,630.1328,6112.44,624.1328,6106.44,624.1328" style="stroke: #000000; stroke-width: 1.0;"/><!--MD5=[29d982c3cbd91cf688abe72f91d09691]
link foutnet_py to FoutNet--><path d="M6043.44,73 C6032.1,87.38 6017.59,108.59 6010.94,130 C5967.12,270.98 5976.31,446.61 5986.11,541.32 " fill="none" id="foutnet_py-FoutNet" style="stroke: #A80036; stroke-width: 1.0; stroke-dasharray: 7.0,7.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="54" x="6011.94" y="143.0669">contains</text><polygon fill="#000000" points="6034.44,152.1328,6037.44,158.1328,6040.44,152.1328,6034.44,152.1328" style="stroke: #000000; stroke-width: 1.0;"/><!--MD5=[af3e5a26e8c0dddedd567d5c9e0e4971]
reverse link torch.nn.Module to GINetConvLayer--><path d="M5075.23,1301.59 C5063.36,1332.68 5048.14,1378.71 5022.94,1412 C4966.89,1486.04 4878.76,1546.93 4818.53,1584.77 " fill="none" id="torch.nn.Module&lt;-GINetConvLayer" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="none" points="5068.89,1298.61,5083,1282.79,5081.83,1303.95,5068.89,1298.61" style="stroke: #A80036; stroke-width: 1.0;"/><!--MD5=[af3e5a26e8c0dddedd567d5c9e0e4971]
reverse link torch.nn.Module to GINetConvLayer--><path d="M5102.25,1302.94 C5097.92,1334 5082.77,1379.19 5057.94,1412 C4993.73,1496.82 4887.44,1564.37 4818.72,1599.8 " fill="none" id="torch.nn.Module&lt;-GINetConvLayer-1" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="none" points="5095.28,1302.34,5103.46,1282.79,5109.25,1303.18,5095.28,1302.34" style="stroke: #A80036; stroke-width: 1.0;"/><!--MD5=[d93b500f55eb60f70ea39bd416a093d1]
reverse link torch.nn.Module to GINet--><path d="M5093.48,1230.29 C5088.51,1189.31 5073.5,1124.46 5028.27,1095.33 C4997.57,1075.56 4730.31,1075.56 4699.6,1095.33 C4682.43,1106.39 4669.19,1122.37 4658.98,1140.18 " fill="none" id="torch.nn.Module&lt;-GINet" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="none" points="5100.47,1229.92,5095.35,1250.48,5086.53,1231.21,5100.47,1229.92" style="stroke: #A80036; stroke-width: 1.0;"/><!--MD5=[d93b500f55eb60f70ea39bd416a093d1]
reverse link torch.nn.Module to GINet--><path d="M5093.41,1230.27 C5087.96,1183.66 5070.79,1104.56 5016.6,1069.67 C4988.08,1051.3 4739.79,1051.3 4711.27,1069.67 C4688.29,1084.46 4671.39,1106.91 4658.98,1131.41 " fill="none" id="torch.nn.Module&lt;-GINet-1" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="none" points="5100.41,1229.91,5095.27,1250.47,5086.46,1231.2,5100.41,1229.91" style="stroke: #A80036; stroke-width: 1.0;"/><!--MD5=[8da9fd1d6952f0ea6481f0fe0f4003eb]
link GINet to GINetConvLayer--><path d="M4659.3389,1423.5732 C4659.3389,1423.5732 4666.94,1447.96 4670.94,1459 C4674.88,1469.9 4679.33,1481.01 4684.08,1492.07 " fill="none" id="GINet-GINetConvLayer" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4689.33,1504.05,4689.3718,1494.2012,4687.3187,1499.4724,4682.0476,1497.4193,4689.33,1504.05" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4687.3187" x2="4684.105" y1="1499.4724" y2="1492.14"/><polygon fill="#A80036" points="4655.99,1412.05,4653.8233,1418.9279,4659.3389,1423.5732,4661.5055,1416.6953,4655.99,1412.05" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="38" x="4671.94" y="1455.0669">conv1</text><!--MD5=[8da9fd1d6952f0ea6481f0fe0f4003eb]
link GINet to GINetConvLayer--><path d="M4664.1913,1368.9417 C4664.1913,1368.9417 4679.55,1398.97 4687.94,1412 C4697.65,1427.08 4706.81,1426.01 4714.94,1442 C4720.46,1452.86 4725.2,1464.46 4729.26,1476.35 " fill="none" id="GINet-GINetConvLayer-1" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4733.27,1488.84,4734.3412,1479.0496,4731.7483,1484.0772,4726.7207,1481.4843,4733.27,1488.84" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4731.7483" x2="4729.295" y1="1484.0772" y2="1476.455"/><polygon fill="#A80036" points="4659.09,1358.08,4658.0201,1365.2113,4664.1913,1368.9417,4665.2612,1361.8104,4659.09,1358.08" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="38" x="4721.94" y="1455.0669">conv2</text><!--MD5=[8da9fd1d6952f0ea6481f0fe0f4003eb]
link GINet to GINetConvLayer--><path d="M4665.1584,1383.8392 C4665.1584,1383.8392 4679.55,1404.08 4687.94,1412 C4715.84,1438.37 4747.01,1410.49 4768.94,1442 C4776.18,1452.4 4780.84,1463.98 4783.54,1476.12 " fill="none" id="GINet-GINetConvLayer-2" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4785.68,1488.95,4788.1512,1479.4162,4784.8607,1484.0176,4780.2593,1480.7271,4785.68,1488.95" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4784.8607" x2="4783.545" y1="1484.0176" y2="1476.125"/><polygon fill="#A80036" points="4659,1373.54,4658.6461,1380.7424,4665.1584,1383.8392,4665.5123,1376.6368,4659,1373.54" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="65" x="4776.94" y="1455.0669">conv1_ext</text><!--MD5=[8da9fd1d6952f0ea6481f0fe0f4003eb]
link GINet to GINetConvLayer--><path d="M4665.7403,1388.2487 C4665.7403,1388.2487 4679.8,1405.54 4687.94,1412 C4745.64,1457.79 4803.8,1385.4 4850.94,1442 C4879.79,1476.64 4857.74,1521.26 4827.43,1558 " fill="none" id="GINet-GINetConvLayer-3" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4818.7,1568.14,4827.6062,1563.9353,4821.9648,1564.353,4821.5471,1558.7116,4818.7,1568.14" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4821.9648" x2="4827.185" y1="1564.353" y2="1558.29"/><polygon fill="#A80036" points="4659.09,1378.26,4659.0856,1385.4711,4665.7403,1388.2487,4665.7447,1381.0376,4659.09,1378.26" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="65" x="4859.94" y="1455.0669">conv2_ext</text><!--MD5=[8da9fd1d6952f0ea6481f0fe0f4003eb]
link GINet to GINetConvLayer--><path d="M4578.8765,1274.582 C4578.8765,1274.582 4220.58,1349.58 4296.94,1459 C4382.87,1582.15 4569.62,1615.28 4675.87,1624.03 " fill="none" id="GINet-GINetConvLayer-4" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4689.05,1625.02,4680.3794,1620.3488,4684.0644,1624.6407,4679.7725,1628.3258,4689.05,1625.02" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4684.0644" x2="4676.085" y1="1624.6407" y2="1624.045"/><polygon fill="#A80036" points="4590.71,1272.59,4584.1292,1269.6415,4578.8765,1274.582,4585.4573,1277.5305,4590.71,1272.59" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="38" x="4297.94" y="1455.0669">conv1</text><!--MD5=[8da9fd1d6952f0ea6481f0fe0f4003eb]
link GINet to GINetConvLayer--><path d="M4579.4038,1279.8432 C4579.4038,1279.8432 4319.46,1370.47 4376.94,1459 C4443.04,1560.82 4586.76,1601.45 4676.42,1617.29 " fill="none" id="GINet-GINetConvLayer-5" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4689.24,1619.45,4681.0338,1614.0041,4684.3101,1618.6155,4679.6987,1621.8919,4689.24,1619.45" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4684.3101" x2="4676.42" y1="1618.6155" y2="1617.29"/><polygon fill="#A80036" points="4590.92,1276.47,4584.0375,1274.3179,4579.4038,1279.8432,4586.2863,1281.9953,4590.92,1276.47" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="38" x="4377.94" y="1455.0669">conv2</text><!--MD5=[8da9fd1d6952f0ea6481f0fe0f4003eb]
link GINet to GINetConvLayer--><path d="M4580.0207,1289.2203 C4580.0207,1289.2203 4416.75,1390.09 4456.94,1459 C4503.96,1539.62 4605.58,1584.64 4676.8,1607.34 " fill="none" id="GINet-GINetConvLayer-6" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4689.28,1611.19,4681.8653,1604.7075,4684.5036,1609.7115,4679.4997,1612.3497,4689.28,1611.19" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4684.5036" x2="4676.855" y1="1609.7115" y2="1607.355"/><polygon fill="#A80036" points="4590.66,1283.67,4583.4903,1282.8988,4580.0207,1289.2203,4587.1905,1289.9916,4590.66,1283.67" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="65" x="4457.94" y="1455.0669">conv1_ext</text><!--MD5=[8da9fd1d6952f0ea6481f0fe0f4003eb]
link GINet to GINetConvLayer--><path d="M4587.8063,1358.487 C4587.8063,1358.487 4577.22,1427.77 4589.94,1459 C4608.26,1504.01 4645.09,1543.54 4679.22,1572.92 " fill="none" id="GINet-GINetConvLayer-7" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4689.22,1581.32,4684.8978,1572.4702,4685.3902,1578.1056,4679.7548,1578.5979,4689.22,1581.32" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4685.3902" x2="4679.265" y1="1578.1056" y2="1572.965"/><polygon fill="#A80036" points="4590.89,1346.89,4585.4825,1351.6606,4587.8063,1358.487,4593.2138,1353.7164,4590.89,1346.89" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="65" x="4590.94" y="1455.0669">conv2_ext</text><!--MD5=[c051b19f0b32b61325d63b9d6a108e3b]
link ginet_py to GINetConvLayer--><path d="M3694.73,629.64 C3680.28,696.49 3638.3,933.37 3728.94,1091 C3940.01,1458.11 4498.84,1584.11 4689.3,1617.13 " fill="none" id="ginet_py-GINetConvLayer" style="stroke: #A80036; stroke-width: 1.0; stroke-dasharray: 7.0,7.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="54" x="4078.94" y="1271.0669">contains</text><polygon fill="#000000" points="4135.94,1265.0664,4141.94,1268.0664,4135.94,1271.0664,4135.94,1265.0664" style="stroke: #000000; stroke-width: 1.0;"/><!--MD5=[810695c94766da43d237fcf4997a747c]
link ginet_py to GINet--><path d="M3694.01,629.67 C3676.23,699.69 3622.64,954.95 3745.94,1091 C3862.43,1219.54 4442.96,1256.55 4590.69,1263.96 " fill="none" id="ginet_py-GINet" style="stroke: #A80036; stroke-width: 1.0; stroke-dasharray: 7.0,7.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="54" x="3746.94" y="1087.0669">contains</text><polygon fill="#000000" points="3803.94,1081.0664,3809.94,1084.0664,3803.94,1087.0664,3803.94,1081.0664" style="stroke: #000000; stroke-width: 1.0;"/><!--MD5=[719b3c3b19640b008982dfac6055651a]
link ginet_nocluster_py to GINetConvLayer--><path d="M3528.77,629.58 C3513.03,725.81 3452.69,1182.15 3678.94,1412 C3822.05,1557.39 4479.31,1610.05 4689.27,1623.33 " fill="none" id="ginet_nocluster_py-GINetConvLayer" style="stroke: #A80036; stroke-width: 1.0; stroke-dasharray: 7.0,7.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="54" x="3679.94" y="1271.0669">contains</text><polygon fill="#000000" points="3736.94,1265.0664,3742.94,1268.0664,3736.94,1271.0664,3736.94,1265.0664" style="stroke: #000000; stroke-width: 1.0;"/><!--MD5=[f57f0fa694f1ef86c3e61bd94f2451c5]
link ginet_nocluster_py to GINet--><path d="M3529.95,629.92 C3523.22,703.13 3509.38,975.13 3659.94,1091 C3736.08,1149.6 4428.35,1240.55 4590.89,1261.22 " fill="none" id="ginet_nocluster_py-GINet" style="stroke: #A80036; stroke-width: 1.0; stroke-dasharray: 7.0,7.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="54" x="3660.94" y="1087.0669">contains</text><polygon fill="#000000" points="3717.94,1081.0664,3723.94,1084.0664,3717.94,1087.0664,3717.94,1081.0664" style="stroke: #000000; stroke-width: 1.0;"/><!--MD5=[955a8dda65716ccd8c23f28c5e97bc84]
reverse link Module to NaiveConvolutionalLayer--><path d="M6975.06,647.01 C6967,726.65 6950.43,925.53 6965.94,1091 C6969.96,1133.98 6979.46,1182.14 6987.23,1216.96 " fill="none" id="Module&lt;-NaiveConvolutionalLayer" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="none" points="6968.12,646.02,6977.18,626.86,6982.05,647.49,6968.12,646.02" style="stroke: #A80036; stroke-width: 1.0;"/><!--MD5=[ac3d5ce858f9e5ba656292decda54540]
link NaiveConvolutionalLayer to Sequential--><path d="M7025.942,1327.3347 C7025.942,1327.3347 7057.25,1403.5 7068.94,1442 C7085.51,1496.63 7097.57,1562.41 7103.59,1598.98 " fill="none" id="NaiveConvolutionalLayer-Sequential" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="7105.67,1611.91,7108.1859,1602.3879,7104.8738,1606.9738,7100.2879,1603.6618,7105.67,1611.91" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="7104.8738" x2="7103.605" y1="1606.9738" y2="1599.075"/><polygon fill="#A80036" points="7021.18,1316.32,7019.8895,1323.4147,7025.942,1327.3347,7027.2326,1320.24,7021.18,1316.32" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="70" x="7073.94" y="1455.0669">_edge_mlp</text><!--MD5=[ac3d5ce858f9e5ba656292decda54540]
link NaiveConvolutionalLayer to Sequential--><path d="M6984.9839,1328.1425 C6984.9839,1328.1425 6975.61,1417.14 6988.94,1459 C7007.34,1516.83 7053.69,1571.86 7082.81,1602.36 " fill="none" id="NaiveConvolutionalLayer-Sequential-1" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="7091.96,1611.73,7088.5318,1602.497,7088.4659,1608.1535,7082.8094,1608.0876,7091.96,1611.73" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="7088.4659" x2="7082.875" y1="1608.1535" y2="1602.43"/><polygon fill="#A80036" points="6987.04,1316.32,6982.0711,1321.5459,6984.9839,1328.1425,6989.9528,1322.9166,6987.04,1316.32" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="70" x="6989.94" y="1455.0669">_node_mlp</text><!--MD5=[c7852b81e91122eeace1480a0ccbcdba]
reverse link Module to NaiveNetwork--><path d="M7037.63,610.5 C7042.5,610.5 7047.37,610.5 7052.24,610.5 " fill="none" id="Module&lt;-NaiveNetwork" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="none" points="7037.61,617.5,7017.61,610.5,7037.61,603.5,7037.61,617.5" style="stroke: #A80036; stroke-width: 1.0;"/><!--MD5=[a76fd915ccebe703ca3b5de014fc083d]
link NaiveNetwork to NaiveConvolutionalLayer--><path d="M7112.0827,678.6799 C7112.0827,678.6799 7106.8,947.71 7071.94,1091 C7062.4,1130.19 7045.21,1171.93 7029.91,1204.77 " fill="none" id="NaiveNetwork-NaiveConvolutionalLayer" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="7024.16,1216.89,7031.6318,1210.4734,7026.3033,1212.3727,7024.404,1207.0442,7024.16,1216.89" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="7026.3033" x2="7029.73" y1="1212.3727" y2="1205.15"/><polygon fill="#A80036" points="7112.03,666.68,7108.0564,672.6975,7112.0827,678.6799,7116.0563,672.6624,7112.03,666.68" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="67" x="7074.94" y="1087.0669">_external1</text><!--MD5=[a76fd915ccebe703ca3b5de014fc083d]
link NaiveNetwork to NaiveConvolutionalLayer--><path d="M7113.8846,678.5186 C7113.8846,678.5186 7104.82,930.18 7034.94,1044 C7023.31,1062.94 7004.87,1054.12 6994.94,1074 C6991.56,1080.76 6994.85,1083.44 6994.94,1091 C6995.37,1128.42 6996.31,1170.34 6997.18,1203.71 " fill="none" id="NaiveNetwork-NaiveConvolutionalLayer-1" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="6997.53,1216.99,7001.2913,1207.8877,6997.3982,1211.9917,6993.2941,1208.0986,6997.53,1216.99" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="6997.3982" x2="6997.18" y1="1211.9917" y2="1203.99"/><polygon fill="#A80036" points="7113.7,666.52,7109.7928,672.5808,7113.8846,678.5186,7117.7918,672.4578,7113.7,666.52" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="67" x="6995.94" y="1087.0669">_external2</text><!--MD5=[6a49117c075bfd26295174ecb6f8788f]
link NaiveNetwork to Sequential--><path d="M7118.4433,678.5101 C7118.4433,678.5101 7144.49,933.52 7150.94,1074 C7158.43,1237.39 7152.49,1278.44 7152.94,1442 C7152.96,1449.56 7153.92,1451.51 7152.94,1459 C7146.28,1509.56 7128.83,1566.52 7117.71,1599.44 " fill="none" id="NaiveNetwork-Sequential" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="7113.39,1611.98,7120.0987,1604.7694,7115.0156,1607.2516,7112.5333,1602.1685,7113.39,1611.98" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="7115.0156" x2="7117.625" y1="1607.2516" y2="1599.69"/><polygon fill="#A80036" points="7117.15,666.58,7113.82,672.9762,7118.4433,678.5101,7121.7734,672.1139,7117.15,666.58" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="75" x="7154.94" y="1271.0669">_graph_mlp</text><!--MD5=[2ed77cf97b1703d36143bc7c339457c5]
link naive_gnn_py to NaiveConvolutionalLayer--><path d="M6865.69,73.11 C6843.03,173.12 6741.56,667.15 6853.94,1044 C6873.57,1109.85 6919.72,1174.33 6954.73,1216.58 " fill="none" id="naive_gnn_py-NaiveConvolutionalLayer" style="stroke: #A80036; stroke-width: 1.0; stroke-dasharray: 7.0,7.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="54" x="6854.94" y="615.0669">contains</text><polygon fill="#000000" points="6877.44,624.1328,6880.44,630.1328,6883.44,624.1328,6877.44,624.1328" style="stroke: #000000; stroke-width: 1.0;"/><!--MD5=[29f5325a5d77be310216a9448931b924]
link naive_gnn_py to NaiveNetwork--><path d="M6909.49,73.15 C6947.99,92.99 7004.95,128.53 7034.94,177 C7108.74,296.29 7115.71,467.53 7113.8,554.42 " fill="none" id="naive_gnn_py-NaiveNetwork" style="stroke: #A80036; stroke-width: 1.0; stroke-dasharray: 7.0,7.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="54" x="7011.94" y="143.0669">contains</text><polygon fill="#000000" points="7034.44,152.1328,7037.44,158.1328,7040.44,152.1328,7034.44,152.1328" style="stroke: #000000; stroke-width: 1.0;"/><!--MD5=[fe24965e25b82a05079b67dcd5f62b0a]
reverse link torch.nn.Module to SGraphAttentionLayer--><path d="M5154.76,1266.5 C5334.32,1266.5 5513.87,1266.5 5693.43,1266.5 " fill="none" id="torch.nn.Module&lt;-SGraphAttentionLayer" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="none" points="5154.57,1273.5,5134.57,1266.5,5154.57,1259.5,5154.57,1273.5" style="stroke: #A80036; stroke-width: 1.0;"/><!--MD5=[11af53e13666403cffe18fca5fee6607]
link SGraphAttentionLayer to Parameter--><path d="M5813.459,1359.372 C5813.459,1359.372 5886.93,1549.4 5906.38,1599.69 " fill="none" id="SGraphAttentionLayer-Parameter" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="5911.12,1611.97,5911.6078,1602.1332,5909.3181,1607.306,5904.1454,1605.0163,5911.12,1611.97" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="5909.3181" x2="5906.435" y1="1607.306" y2="1599.84"/><polygon fill="#A80036" points="5809.13,1348.18,5807.5638,1355.219,5813.459,1359.372,5815.0251,1352.333,5809.13,1348.18" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="41" x="5851.94" y="1455.0669">weight</text><!--MD5=[11af53e13666403cffe18fca5fee6607]
link SGraphAttentionLayer to Parameter--><path d="M5786.4466,1359.9751 C5786.4466,1359.9751 5799.08,1428.14 5810.94,1459 C5831.97,1513.76 5871.86,1569.93 5896.25,1601.45 " fill="none" id="SGraphAttentionLayer-Parameter-1" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="5904.47,1611.9,5902.0449,1602.3544,5901.3768,1607.9717,5895.7595,1607.3036,5904.47,1611.9" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="5901.3768" x2="5896.435" y1="1607.9717" y2="1601.685"/><polygon fill="#A80036" points="5784.72,1348.1,5781.6249,1354.6131,5786.4466,1359.9751,5789.5417,1353.462,5784.72,1348.1" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="26" x="5811.94" y="1455.0669">bias</text><!--MD5=[7dda6df2304b7b02ac7d29d891e100e7]
reverse link torch.nn.Module to SGAT--><path d="M5154.71,1262.11 C5256.06,1252.88 5462.82,1218.56 5566.94,1091 C5663.61,972.56 5660.4,781.04 5650.34,679.6 " fill="none" id="torch.nn.Module&lt;-SGAT" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="none" points="5155.26,1269.09,5134.76,1263.72,5154.13,1255.13,5155.26,1269.09" style="stroke: #A80036; stroke-width: 1.0;"/><!--MD5=[c44062de58e17278da0b2071f0a4e2e8]
link SGAT to SGraphAttentionLayer--><path d="M5666.2527,691.1182 C5666.2527,691.1182 5738.65,938.05 5761.94,1074 C5767.36,1105.65 5770.96,1140.57 5773.35,1171.83 " fill="none" id="SGAT-SGraphAttentionLayer" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="5774.3,1184.98,5777.6464,1175.7171,5773.9426,1179.9928,5769.6669,1176.2889,5774.3,1184.98" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="5773.9426" x2="5773.365" y1="1179.9928" y2="1172.015"/><polygon fill="#A80036" points="5662.72,679.65,5660.6636,686.5617,5666.2527,691.1182,5668.3091,684.2065,5662.72,679.65" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="38" x="5764.94" y="1087.0669">conv1</text><!--MD5=[c44062de58e17278da0b2071f0a4e2e8]
link SGAT to SGraphAttentionLayer--><path d="M5648.1906,691.7998 C5648.1906,691.7998 5678.64,953.51 5713.94,1091 C5720.86,1117.98 5730.4,1146.61 5739.99,1172.7 " fill="none" id="SGAT-SGraphAttentionLayer-1" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="5744.54,1184.9,5745.1442,1175.0697,5742.7934,1180.215,5737.6481,1177.8642,5744.54,1184.9" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="5742.7934" x2="5739.995" y1="1180.215" y2="1172.72"/><polygon fill="#A80036" points="5646.99,679.86,5643.6104,686.2301,5648.1906,691.7998,5651.5702,685.4297,5646.99,679.86" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="38" x="5714.94" y="1087.0669">conv2</text><!--MD5=[673dfbbf80b71a76fb1b646bdf3bad17]
link SGAT to torch.nn.Linear--><path d="M5621.9214,691.0886 C5621.9214,691.0886 5517.75,998.6 5375.94,1091 C5313.13,1131.92 5099.43,1075.39 5039.94,1121 C5003.92,1148.62 4992.36,1203.2 4988.67,1236.81 " fill="none" id="SGAT-torch.nn.Linear" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4987.49,1250.2,4992.2661,1241.5867,4987.9298,1245.2194,4984.2971,1240.8831,4987.49,1250.2" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4987.9298" x2="4988.63" y1="1245.2194" y2="1237.25"/><polygon fill="#A80036" points="5625.11,679.52,5619.6595,684.2414,5621.9214,691.0886,5627.3719,686.3672,5625.11,679.52" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="19" x="5399.94" y="1087.0669">fc1</text><!--MD5=[673dfbbf80b71a76fb1b646bdf3bad17]
link SGAT to torch.nn.Linear--><path d="M5606.8154,690.7342 C5606.8154,690.7342 5443.72,998.12 5283.94,1091 C5189.48,1145.91 5125.52,1053.08 5039.94,1121 C5004.38,1149.21 4992.68,1203.61 4988.82,1237.01 " fill="none" id="SGAT-torch.nn.Linear-1" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="4987.58,1250.31,4992.3938,1241.7177,4988.0416,1245.3314,4984.428,1240.9792,4987.58,1250.31" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="4988.0416" x2="4988.79" y1="1245.3314" y2="1237.37"/><polygon fill="#A80036" points="5611.89,679.86,5605.728,683.6056,5606.8154,690.7342,5612.9774,686.9886,5611.89,679.86" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="19" x="5297.94" y="1087.0669">fc2</text><!--MD5=[95714d3430879d7324d49c4126c27fc4]
link sgat_py to SGraphAttentionLayer--><path d="M5785.04,73.15 C5798.93,87.13 5816.24,107.77 5823.94,130 C5826.41,137.14 5823.98,139.44 5823.94,147 C5821.27,566.58 5854.9,673.62 5811.94,1091 C5808.76,1121.86 5802.84,1155.38 5796.82,1184.72 " fill="none" id="sgat_py-SGraphAttentionLayer" style="stroke: #A80036; stroke-width: 1.0; stroke-dasharray: 7.0,7.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="54" x="5834.94" y="615.0669">contains</text><polygon fill="#000000" points="5857.44,624.1328,5860.44,630.1328,5863.44,624.1328,5857.44,624.1328" style="stroke: #000000; stroke-width: 1.0;"/><!--MD5=[703f70d3e8630dc0d523567dfeae6676]
link sgat_py to SGAT--><path d="M5760.88,73.13 C5744.77,145.18 5684.78,413.45 5656.23,541.13 " fill="none" id="sgat_py-SGAT" style="stroke: #A80036; stroke-width: 1.0; stroke-dasharray: 7.0,7.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="54" x="5747.94" y="143.0669">contains</text><polygon fill="#000000" points="5770.44,152.1328,5773.44,158.1328,5776.44,152.1328,5770.44,152.1328" style="stroke: #000000; stroke-width: 1.0;"/><!--MD5=[e3eb304508ffb106a1ba72ca26275205]
link Trainer to torch.device--><path d="M976.8406,1016.089 C976.8406,1016.089 967.59,1035.27 962.94,1044 C954.5,1059.83 944.09,1058.02 935.94,1074 C908.6,1127.57 899.46,1198.55 896.43,1237.29 " fill="none" id="Trainer-torch.device" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="895.54,1250.46,900.1343,1241.7484,895.8751,1245.4712,892.1523,1241.2121,895.54,1250.46" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="895.8751" x2="896.42" y1="1245.4712" y2="1237.495"/><polygon fill="#A80036" points="981.84,1005.18,975.704,1008.968,976.8406,1016.089,982.9766,1012.301,981.84,1005.18" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="41" x="936.94" y="1087.0669">device</text><!--MD5=[5cf893828d17eb6961fd3ae0fe45aea3]
link Trainer to OutputExporterCollection--><path d="M1170.332,1033.9951 C1170.332,1033.9951 1177.6,1041.05 1180.94,1044 C1222.07,1080.29 1375.18,1053.21 1425.94,1074 C1493.31,1101.59 1558.13,1152.49 1604.74,1194.88 " fill="none" id="Trainer-OutputExporterCollection" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="1614.4,1203.78,1610.496,1194.738,1610.7245,1200.3902,1605.0723,1200.6187,1614.4,1203.78" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="1610.7245" x2="1604.845" y1="1200.3902" y2="1194.975"/><polygon fill="#A80036" points="1162.02,1025.34,1163.291,1032.4382,1170.332,1033.9951,1169.061,1026.8969,1162.02,1025.34" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="117" x="1457.94" y="1087.0669">_output_exporters</text><!--MD5=[d7dba4dff3017b95280f2673b095a2c9]
link Trainer to DataLoader--><path d="M1168.8876,1028.0027 C1168.8876,1028.0027 1176.98,1039.07 1180.94,1044 C1199.61,1067.24 1224.67,1049.01 1240.94,1074 C1273.43,1123.92 1264.89,1197.63 1256.81,1237.47 " fill="none" id="Trainer-DataLoader" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="1253.98,1250.29,1259.8239,1242.3623,1255.0565,1245.4073,1252.0115,1240.6399,1253.98,1250.29" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="1255.0565" x2="1256.785" y1="1245.4073" y2="1237.59"/><polygon fill="#A80036" points="1162.11,1018.1,1162.1979,1025.3106,1168.8876,1028.0027,1168.7997,1020.7922,1162.11,1018.1" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="72" x="1249.94" y="1087.0669">test_loader</text><!--MD5=[d7dba4dff3017b95280f2673b095a2c9]
link Trainer to DataLoader--><path d="M1170.2742,1033.1605 C1170.2742,1033.1605 1177.54,1040.77 1180.94,1044 C1230.19,1090.87 1287.83,1021.42 1330.94,1074 C1373.06,1125.38 1312.74,1201.87 1275.51,1240.8 " fill="none" id="Trainer-DataLoader-1" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="1266.18,1250.29,1275.3447,1246.6832,1269.688,1246.7271,1269.6441,1241.0704,1266.18,1250.29" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="1269.688" x2="1275.295" y1="1246.7271" y2="1241.025"/><polygon fill="#A80036" points="1162.27,1024.22,1163.292,1031.3583,1170.2742,1033.1605,1169.2523,1026.0222,1162.27,1024.22" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="76" x="1340.94" y="1087.0669">train_loader</text><!--MD5=[d7dba4dff3017b95280f2673b095a2c9]
link Trainer to DataLoader--><path d="M1056.643,1054.9527 C1056.643,1054.9527 1069.46,1079.85 1076.94,1091 C1096.02,1119.45 1121.26,1099.51 1147.94,1121 C1188.51,1153.67 1220.1,1206.49 1236.79,1238.41 " fill="none" id="Trainer-DataLoader-2" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="1242.83,1250.31,1242.3296,1240.4739,1240.5698,1245.85,1235.1936,1244.0902,1242.83,1250.31" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="1240.5698" x2="1236.945" y1="1245.85" y2="1238.715"/><polygon fill="#A80036" points="1051.74,1044,1050.5406,1051.1107,1056.643,1054.9527,1057.8424,1047.842,1051.74,1044" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="76" x="1077.94" y="1087.0669">valid_loader</text><!--MD5=[d7dba4dff3017b95280f2673b095a2c9]
link Trainer to DataLoader--><path d="M1161.95,986.95 C1171.36,1022.22 1181.09,1057.35 1190.94,1091 C1207.47,1147.52 1230.75,1213.02 1242.51,1245.33 " fill="none" id="Trainer-&gt;DataLoader" style="stroke: #A80036; stroke-width: 1.0; stroke-dasharray: 7.0,7.0;"/><polygon fill="#A80036" points="1244.3,1250.23,1244.9739,1240.4042,1242.5867,1245.5327,1237.4582,1243.1455,1244.3,1250.23" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="40" x="1191.94" y="1087.0669">loader</text><!--MD5=[c8c9d17a5702565b2e6eed8a8b0d6192]
link Trainer to torch.tensor--><path d="M986.2313,1056.1494 C986.2313,1056.1494 986.43,1079.92 986.94,1091 C989.3,1142.59 995.56,1202.49 999.52,1236.99 " fill="none" id="Trainer-torch.tensor" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="1001.05,1250.13,1003.9849,1240.7286,1000.4731,1245.1634,996.0383,1241.6516,1001.05,1250.13" style="stroke: #A80036; stroke-width: 1.0;"/><line style="stroke: #A80036; stroke-width: 1.0;" x1="1000.4731" x2="999.54" y1="1245.1634" y2="1237.215"/><polygon fill="#A80036" points="986.35,1044.15,982.2909,1050.1101,986.2313,1056.1494,990.2905,1050.1893,986.35,1044.15" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="48" x="987.94" y="1087.0669">weights</text><!--MD5=[a33e20e480c4a8f1d048b86d498a9345]
link Trainer to GraphDataset--><path d="M981.62,1021.81 C975.76,1029.51 969.54,1036.93 962.94,1044 C933.58,1075.43 907.72,1051.72 870.94,1074 C827.94,1100.03 787.05,1137.2 753.85,1171.87 " fill="none" id="Trainer-&gt;GraphDataset" style="stroke: #A80036; stroke-width: 1.0; stroke-dasharray: 7.0,7.0;"/><polygon fill="#A80036" points="750.26,1175.65,759.3638,1171.8923,753.7086,1172.0297,753.5713,1166.3745,750.26,1175.65" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="49" x="871.94" y="1087.0669">dataset</text><!--MD5=[57fd1a4164b9afc769c515f94deffcbc]
link trainer_py to Trainer--><path d="M1126.42,94.3 C1119.93,105.38 1113.79,117.76 1109.94,130 C1105.14,145.23 1100.85,160.87 1097.02,176.76 " fill="none" id="trainer_py-Trainer" style="stroke: #A80036; stroke-width: 1.0; stroke-dasharray: 7.0,7.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="54" x="1110.94" y="143.0669">contains</text><polygon fill="#000000" points="1133.44,152.1328,1136.44,158.1328,1139.44,152.1328,1133.44,152.1328" style="stroke: #000000; stroke-width: 1.0;"/><!--MD5=[28e3982eac0fae23d9b2ae5b3c82a5e5]
link trainer_py to logging.getLogger--><path d="M1099.62,75.04 C1055.63,94.24 995.89,127.64 963.94,177 C875.83,313.08 889.47,523 896.43,588.95 " fill="none" id="trainer_py-&gt;logging.getLogger" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="897,594.16,899.9994,584.779,896.4572,589.1895,892.0467,585.6474,897,594.16" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="30" x="1005.94" y="143.0669">uses</text><!--MD5=[a01a551b16b08961cca84d360bdaad12]
link trainer_py to np.arange--><path d="M1171.25,94.09 C1175.68,105.47 1180.02,118.07 1182.94,130 C1225.45,304.1 1233.92,522.17 1235.56,589.06 " fill="none" id="trainer_py-&gt;np.arange" style="stroke: #A80036; stroke-width: 1.0;"/><polygon fill="#A80036" points="1235.68,594.34,1239.4733,585.2509,1235.5657,589.3413,1231.4754,585.4338,1235.68,594.34" style="stroke: #A80036; stroke-width: 1.0;"/><text fill="#000000" font-family="sans-serif" font-size="13" lengthAdjust="spacingAndGlyphs" textLength="30" x="1186.94" y="143.0669">uses</text><!--MD5=[239fb4b0efdbde1770566dba3f24b7c8]
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@startuml
class __init___py <<module>> << (M,orchid) >> #DarkSeaGreen {
    __version__
}
class DeeprankDataset {
    classes
    classes_to_index
    device
    devs
    df
    hdf5_paths
    index_entries
    means
    subset
    target
    target_filter
    task
    train
    train_data
    use_tqdm
    __init__()
    _check_hdf5_files()
    _check_inherited_params()
    _check_task_and_classes()
    _compute_mean_std()
    _create_index_entries()
    _filter_targets()
    hdf5_to_pandas()
    len()
    save_hist()
}

Dataset <|- DeeprankDataset
DeeprankDataset *- -> torch.device : device
DeeprankDataset ..> h5py.Group : entry_group

class GridDataset {
    default_vars
    features
    features_dict
    target_transform
    __init__()
    _check_features()
    get()
    load_one_grid()
}

DeeprankDataset <|- GridDataset

class GraphDataset {
    available_edge_features
    available_node_features
    clustering_method
    default_vars
    devs
    edge_features
    features_dict
    features_transform
    means
    node_features
    target_transform
    __init__()
    _check_features()
    get()
    load_one_graph()
}

DeeprankDataset <|- GraphDataset
class dataset_py <<module>> << (M,orchid) >> #DarkSeaGreen {
    GRID_PARTIAL_FEATURE_NAME_PATTERN
    _log
    - - -
    save_hdf5_keys()
}

dataset_py .. DeeprankDataset : contains >
dataset_py .. GridDataset : contains >
dataset_py .. GraphDataset : contains >
dataset_py - -> logging.getLogger : uses
dataset_py - -> re.compile : uses
dataset_py - -> h5py.ExternalLink : uses
class __init___py <<module>> << (M,orchid) >> #DarkSeaGreen {
}
class __init___py <<module>> << (M,orchid) >> #DarkSeaGreen {
}
class CnnRegression {
    convlayer_000
    convlayer_001
    convlayer_002
    convlayer_003
    fclayer_000
    fclayer_001
    __init__()
    _forward_features()
    _get_conv_output()
    forward()
}

torch.nn.Module <|- CnnRegression
CnnRegression *- -> torch.nn.Conv3d : convlayer_000
CnnRegression *- -> torch.nn.MaxPool3d : convlayer_001
CnnRegression *- -> torch.nn.Conv3d : convlayer_002
CnnRegression *- -> torch.nn.MaxPool3d : convlayer_003
CnnRegression *- -> torch.nn.Linear : fclayer_000
CnnRegression *- -> torch.nn.Linear : fclayer_001

class CnnClassification {
    convlayer_000
    convlayer_001
    convlayer_002
    convlayer_003
    fclayer_000
    fclayer_001
    __init__()
    _forward_features()
    _get_conv_output()
    forward()
}

torch.nn.Module <|- CnnClassification
CnnClassification *- -> torch.nn.Conv3d : convlayer_000
CnnClassification *- -> torch.nn.MaxPool3d : convlayer_001
CnnClassification *- -> torch.nn.Conv3d : convlayer_002
CnnClassification *- -> torch.nn.MaxPool3d : convlayer_003
CnnClassification *- -> torch.nn.Linear : fclayer_000
CnnClassification *- -> torch.nn.Linear : fclayer_001
class model3d_py <<module>> << (M,orchid) >> #DarkSeaGreen {
}

model3d_py .. CnnRegression : contains >
model3d_py .. CnnClassification : contains >
class __init___py <<module>> << (M,orchid) >> #DarkSeaGreen {
}
class GNNLayer {
    attention_mlp
    edge_mlp
    node_mlp
    output_mlp
    __init__()
    edge_model()
    node_model()
    output()
    sum_messages()
    update_nodes()
}

nn.Module <|- GNNLayer

class SuperGNN {
    modlist
    preproc_edge_mlp
    preproc_node_mlp
    __init__()
    preprocess()
    run_through_network()
}

nn.Module <|- SuperGNN

class AlignmentGNN {
    __init__()
    forward()
}

SuperGNN <|- AlignmentGNN
class alignmentnet_py <<module>> << (M,orchid) >> #DarkSeaGreen {
    __author__
}

alignmentnet_py .. GNNLayer : contains >
alignmentnet_py .. SuperGNN : contains >
alignmentnet_py .. AlignmentGNN : contains >
class FoutLayer {
    bias
    in_channels
    out_channels
    wc
    wn
    __init__()
    __repr__()
    forward()
    reset_parameters()
}

torch.nn.Module <|- FoutLayer
FoutLayer *- -> Parameter : wc
FoutLayer *- -> Parameter : wn
FoutLayer *- -> Parameter : bias

class FoutNet {
    clustering
    conv1
    conv2
    fc1
    fc2
    __init__()
    forward()
}

torch.nn.Module <|- FoutNet
FoutNet *- -> FoutLayer : conv1
FoutNet *- -> FoutLayer : conv2
FoutNet *- -> torch.nn.Linear : fc1
FoutNet *- -> torch.nn.Linear : fc2
class foutnet_py <<module>> << (M,orchid) >> #DarkSeaGreen {
}

foutnet_py .. FoutLayer : contains >
foutnet_py .. FoutNet : contains >
class GINetConvLayer {
    fc
    fc_attention
    fc_edge_attr
    in_channels
    out_channels
    __init__()
    __repr__()
    forward()
    reset_parameters()
}

torch.nn.Module <|- GINetConvLayer

class GINet {
    clustering
    conv1
    conv1_ext
    conv2
    conv2_ext
    dropout
    fc1
    fc2
    __init__()
    forward()
}

torch.nn.Module <|- GINet
GINet *- -> GINetConvLayer : conv1
GINet *- -> GINetConvLayer : conv2
GINet *- -> GINetConvLayer : conv1_ext
GINet *- -> GINetConvLayer : conv2_ext
class ginet_py <<module>> << (M,orchid) >> #DarkSeaGreen {
}

ginet_py .. GINetConvLayer : contains >
ginet_py .. GINet : contains >
class GINetConvLayer {
    fc
    fc_attention
    fc_edge_attr
    in_channels
    out_channels
    __init__()
    __repr__()
    forward()
    reset_parameters()
}

torch.nn.Module <|- GINetConvLayer

class GINet {
    conv1
    conv1_ext
    conv2
    conv2_ext
    dropout
    fc1
    fc2
    __init__()
    forward()
}

torch.nn.Module <|- GINet
GINet *- -> GINetConvLayer : conv1
GINet *- -> GINetConvLayer : conv2
GINet *- -> GINetConvLayer : conv1_ext
GINet *- -> GINetConvLayer : conv2_ext
class ginet_nocluster_py <<module>> << (M,orchid) >> #DarkSeaGreen {
}

ginet_nocluster_py .. GINetConvLayer : contains >
ginet_nocluster_py .. GINet : contains >
class NaiveConvolutionalLayer {
    _edge_mlp
    _node_mlp
    __init__()
    forward()
}

Module <|- NaiveConvolutionalLayer
NaiveConvolutionalLayer *- -> Sequential : _edge_mlp
NaiveConvolutionalLayer *- -> Sequential : _node_mlp

class NaiveNetwork {
    _external1
    _external2
    _graph_mlp
    __init__()
    forward()
}

Module <|- NaiveNetwork
NaiveNetwork *- -> NaiveConvolutionalLayer : _external1
NaiveNetwork *- -> NaiveConvolutionalLayer : _external2
NaiveNetwork *- -> Sequential : _graph_mlp
class naive_gnn_py <<module>> << (M,orchid) >> #DarkSeaGreen {
}

naive_gnn_py .. NaiveConvolutionalLayer : contains >
naive_gnn_py .. NaiveNetwork : contains >
class SGraphAttentionLayer {
    bias
    in_channels
    out_channels
    undirected
    weight
    __init__()
    __repr__()
    forward()
    reset_parameters()
}

torch.nn.Module <|- SGraphAttentionLayer
SGraphAttentionLayer *- -> Parameter : weight
SGraphAttentionLayer *- -> Parameter : bias

class SGAT {
    clustering
    conv1
    conv2
    fc1
    fc2
    __init__()
    forward()
}

torch.nn.Module <|- SGAT
SGAT *- -> SGraphAttentionLayer : conv1
SGAT *- -> SGraphAttentionLayer : conv2
SGAT *- -> torch.nn.Linear : fc1
SGAT *- -> torch.nn.Linear : fc2
class sgat_py <<module>> << (M,orchid) >> #DarkSeaGreen {
}

sgat_py .. SGraphAttentionLayer : contains >
sgat_py .. SGAT : contains >
class Trainer {
    _output_exporters
    batch_size_test
    batch_size_train
    class_weights
    classes
    classes_to_index
    clustering_method
    cuda
    data_type
    dataset_test
    dataset_train
    dataset_val
    device
    devs
    edge_features
    epoch_saved_model
    features
    features_transform
    lossfunction
    lr
    means
    model
    model_load_state_dict
    nepoch
    neuralnet
    ngpu
    node_features
    opt_loaded_state_dict
    optimizer
    output_shape
    pretrained_model_path
    shuffle
    subset
    target
    target_transform
    task
    test_loader
    test_size
    train_loader
    val_size
    valid_loader
    weight_decay
    weights
    __init__()
    _check_dataset_equivalence()
    _check_dataset_value()
    _epoch()
    _eval()
    _format_output()
    _init_datasets()
    _init_from_dataset()
    _init_output_exporters()
    _invalid_loss()
    _load_model()
    _load_params()
    _load_pretrained_model()
    _log_epoch_data()
    _precluster()
    _put_model_to_device()
    _save_model()
    configure_optimizers()
    set_lossfunction()
    test()
    train()
}

Trainer *- -> torch.device : device
Trainer *- -> OutputExporterCollection : _output_exporters
Trainer *- -> DataLoader : test_loader
Trainer *- -> DataLoader : train_loader
Trainer *- -> DataLoader : valid_loader
Trainer *- -> torch.tensor : weights
Trainer ..> GraphDataset : dataset
Trainer ..> DataLoader : loader
class trainer_py <<module>> << (M,orchid) >> #DarkSeaGreen {
    _log
    - - -
    _divide_dataset()
}

trainer_py .. Trainer : contains >
trainer_py - -> logging.getLogger : uses
trainer_py - -> np.arange : uses
trainer_py - -> copy.deepcopy : uses
class __init___py <<module>> << (M,orchid) >> #DarkSeaGreen {
}
class community_pooling_py <<module>> << (M,orchid) >> #DarkSeaGreen {
    - - -
    community_detection()
    community_detection_per_batch()
    community_pooling()
    get_preloaded_cluster()
    plot_graph()
}

community_pooling_py - -> nx.spring_layout : uses
community_pooling_py - -> torch.max : uses
community_pooling_py - -> nx.Graph : uses
community_pooling_py - -> community.best_partition : uses
community_pooling_py - -> nx.to_scipy_sparse_array : uses
community_pooling_py - -> mc.run_mcl : uses
community_pooling_py - -> mc.get_clusters : uses
community_pooling_py - -> Batch : uses
community_pooling_py - -> Data : uses
class EarlyStopping {
    best_score
    counter
    delta
    early_stop
    maxgap
    min_epoch
    patience
    trace_func
    val_loss_min
    verbose
    __call__()
    __init__()
}

class earlystopping_py <<module>> << (M,orchid) >> #DarkSeaGreen {
}

earlystopping_py .. EarlyStopping : contains >
class OutputExporter {
    _directory_path
    __enter__()
    __exit__()
    __init__()
    is_compatible_with()
    process()
}


class OutputExporterCollection {
    _output_exporters
    __enter__()
    __exit__()
    __init__()
    __iter__()
    process()
}


class TensorboardBinaryClassificationExporter {
    _writer
    __enter__()
    __exit__()
    __init__()
    is_compatible_with()
    process()
}

OutputExporter <|- TensorboardBinaryClassificationExporter
TensorboardBinaryClassificationExporter *- -> SummaryWriter : _writer

class ScatterPlotExporter {
    _epoch_interval
    _plot_data
    __enter__()
    __exit__()
    __init__()
    _get_color()
    _plot()
    get_filename()
    is_compatible_with()
    process()
}

OutputExporter <|- ScatterPlotExporter

class HDF5OutputExporter {
    d
    df
    phase
    __enter__()
    __exit__()
    __init__()
    process()
}

OutputExporter <|- HDF5OutputExporter
HDF5OutputExporter *- -> pd.DataFrame : df
HDF5OutputExporter *- -> pd.concat : df
class exporters_py <<module>> << (M,orchid) >> #DarkSeaGreen {
    _log
}

exporters_py .. OutputExporter : contains >
exporters_py .. OutputExporterCollection : contains >
exporters_py .. TensorboardBinaryClassificationExporter : contains >
exporters_py .. ScatterPlotExporter : contains >
exporters_py .. HDF5OutputExporter : contains >
exporters_py - -> logging.getLogger : uses
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PlantUML version 1.2020.08(Sun Apr 26 14:08:22 UTC 2020)
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