alu/IdealRMT-DecisionTrees
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Merge remote-tracking branch 'origin/decision-tree-nudge-boundaries'

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Arthur Lu
2025-06-12 19:52:02 +00:00
parent 1585399c7d fda251f051
commit 50075b1acc
5 changed files with 141 additions and 65 deletions
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5
.gitignore vendored
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@@ -1,5 +1,6 @@
data.* data.*
__pycache__ __pycache__
*.json *.json
data/*
data/* .DS_Store
.ipynb_checkpoints/

179
DecisionTree.ipynb
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4
ExtractDataset.ipynb
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@@ -89,7 +89,7 @@
], ],
"metadata": { "metadata": {
"kernelspec": { "kernelspec": {
"display_name": "switch", "display_name": "Python 3 (ipykernel)",
"language": "python", "language": "python",
"name": "python3" "name": "python3"
}, },
@@ -103,7 +103,7 @@
"name": "python", "name": "python",
"nbconvert_exporter": "python", "nbconvert_exporter": "python",
"pygments_lexer": "ipython3", "pygments_lexer": "ipython3",
"version": "3.12.7" "version": "3.12.9"
} }
}, },
"nbformat": 4, "nbformat": 4,

4
TreeCompress.ipynb
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@@ -247,7 +247,7 @@
], ],
"metadata": { "metadata": {
"kernelspec": { "kernelspec": {
"display_name": "cs216", "display_name": "Python 3 (ipykernel)",
"language": "python", "language": "python",
"name": "python3" "name": "python3"
}, },
@@ -261,7 +261,7 @@
"name": "python", "name": "python",
"nbconvert_exporter": "python", "nbconvert_exporter": "python",
"pygments_lexer": "ipython3", "pygments_lexer": "ipython3",
"version": "3.13.3" "version": "3.12.9"
} }
}, },
"nbformat": 4, "nbformat": 4,

14
TreeToRMT.ipynb
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@@ -117,8 +117,8 @@
"[1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]\n", "[1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]\n",
"id mapping: \n", "id mapping: \n",
"[['dst_range', 'dst_meta'], ['src_range', 'src_meta'], ['protocl_range', 'protocl_meta'], [], [], [], [], [], [], [], [], [], [], [], [], [], [], [], [], []]\n", "[['dst_range', 'dst_meta'], ['src_range', 'src_meta'], ['protocl_range', 'protocl_meta'], [], [], [], [], [], [], [], [], [], [], [], [], [], [], [], [], []]\n",
"TCAM bits: 13312\n", "TCAM bits: 13184\n",
"RAM bits: 522\n" "RAM bits: 504\n"
] ]
} }
], ],
@@ -263,8 +263,8 @@
"[1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]\n", "[1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]\n",
"id mapping: \n", "id mapping: \n",
"[['dst_range', 'dst_meta'], ['src_range', 'src_meta'], ['protocl_range', 'protocl_meta'], [], [], [], [], [], [], [], [], [], [], [], [], [], [], [], [], []]\n", "[['dst_range', 'dst_meta'], ['src_range', 'src_meta'], ['protocl_range', 'protocl_meta'], [], [], [], [], [], [], [], [], [], [], [], [], [], [], [], [], []]\n",
"TCAM bits: 3520\n", "TCAM bits: 3320\n",
"RAM bits: 522\n" "RAM bits: 504\n"
] ]
} }
], ],
@@ -368,8 +368,8 @@
"[1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]\n", "[1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]\n",
"id mapping: \n", "id mapping: \n",
"[['dst_range', 'dst_meta'], ['src_range', 'src_meta'], ['protocl_range', 'protocl_meta'], [], [], [], [], [], [], [], [], [], [], [], [], [], [], [], [], []]\n", "[['dst_range', 'dst_meta'], ['src_range', 'src_meta'], ['protocl_range', 'protocl_meta'], [], [], [], [], [], [], [], [], [], [], [], [], [], [], [], [], []]\n",
"TCAM bits: 2120\n", "TCAM bits: 2152\n",
"RAM bits: 522\n" "RAM bits: 504\n"
] ]
} }
], ],
@@ -382,7 +382,7 @@
], ],
"metadata": { "metadata": {
"kernelspec": { "kernelspec": {
"display_name": "switch", "display_name": "Python 3 (ipykernel)",
"language": "python", "language": "python",
"name": "python3" "name": "python3"
}, },