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NTT123/print-cute-tv-layout.ipynb

Created September 27, 2025 09:12
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print-cute-tv-layout.ipynb
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print-cute-tv-layout.ipynb
{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"provenance": [],
"gpuType": "T4",
"authorship_tag": "ABX9TyP3P4GIbeDxQsenxLkWNYG6",
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"language_info": {
"name": "python"
},
"accelerator": "GPU"
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/NTT123/05f603c748e5f26bbc07bb636883e9ee/print-cute-tv-layout.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "code",
"source": [
"!nvidia-smi -L\n",
"%pip uninstall -yq cuda-python\n",
"%pip install -Uq nvidia-cutlass-dsl==4.2.0 cuda-bindings==12.9.1 cuda-python==12.9.1 svgwrite\n",
"import sys; sys.path.append(\"/usr/local/lib/python3.12/dist-packages/nvidia_cutlass_dsl/python_packages/\")"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "ocmElKJgax6W",
"outputId": "419df34a-71c9-4002-e96e-8cfffc9c72ca"
},
"execution_count": 1,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"GPU 0: Tesla T4 (UUID: GPU-659f9965-633f-7d6d-2a07-bda9ed5f0618)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m62.2/62.2 MB\u001b[0m \u001b[31m18.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m12.4/12.4 MB\u001b[0m \u001b[31m132.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m67.1/67.1 kB\u001b[0m \u001b[31m7.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25h"
]
}
]
},
{
"cell_type": "code",
"source": [
"def render_layout_svg(layout, output_file):\n",
" import numpy as np\n",
" import svgwrite\n",
" from cutlass.cute import size\n",
"\n",
" # 8 RBG-255 Greyscale colors\n",
" rgb_255_colors = [\n",
" (255, 255, 255),\n",
" (230, 230, 230),\n",
" (205, 205, 205),\n",
" (180, 180, 180),\n",
" (155, 155, 155),\n",
" (130, 130, 130),\n",
" (105, 105, 105),\n",
" (80, 80, 80),\n",
" ]\n",
"\n",
" # Cell size in pixels\n",
" cell_size = 20\n",
"\n",
" # Grid size\n",
" M, N = size(layout[0]), size(layout[1])\n",
"\n",
" # Create SVG canvas\n",
" dwg = svgwrite.Drawing(output_file, size=(N * cell_size, M * cell_size))\n",
"\n",
" # Draw grid cells\n",
" for i in range(M):\n",
" for j in range(N):\n",
" idx = layout((i, j))\n",
" x = j * cell_size\n",
" y = i * cell_size\n",
"\n",
" # Draw rectangle\n",
" dwg.add(\n",
" dwg.rect(\n",
" insert=(x, y),\n",
" size=(cell_size, cell_size),\n",
" fill=svgwrite.rgb(\n",
" *rgb_255_colors[idx % len(rgb_255_colors)], mode=\"RGB\"\n",
" ),\n",
" stroke=\"black\",\n",
" )\n",
" )\n",
"\n",
" # Add label text\n",
" dwg.add(\n",
" dwg.text(\n",
" str(idx),\n",
" insert=(x + cell_size // 2, y + cell_size // 2),\n",
" text_anchor=\"middle\",\n",
" alignment_baseline=\"central\",\n",
" font_size=\"8px\",\n",
" )\n",
" )\n",
"\n",
" dwg.save()"
],
"metadata": {
"id": "EAnB3Skgd4dh"
},
"execution_count": 2,
"outputs": []
},
{
"cell_type": "code",
"source": [
"def render_tv_layout_svg(layout, tile_mn, output_file):\n",
" import numpy as np\n",
" import svgwrite\n",
" from cutlass.cute import size, rank, make_identity_tensor\n",
"\n",
" assert rank(layout) == 2, \"Expected a rank-2 TV Layout\"\n",
" assert rank(tile_mn) == 2, \"Expected a rank-2 MN Tile\"\n",
"\n",
" coord = make_identity_tensor(tile_mn)\n",
" layout = cute.composition(coord, layout)\n",
" # assert congruent(coprofile(layout), (0,0)), \"Expected a 2D codomain (tid,vid) -> (m,n)\"\n",
"\n",
" # 8 RGB-255 colors, TODO Generalize\n",
" rgb_255_colors = [\n",
" (175, 175, 255),\n",
" (175, 255, 175),\n",
" (255, 255, 175),\n",
" (255, 175, 175),\n",
" (210, 210, 255),\n",
" (210, 255, 210),\n",
" (255, 255, 210),\n",
" (255, 210, 210),\n",
" ]\n",
"\n",
" # Cell size in pixels\n",
" cell_size = 20\n",
"\n",
" # Grid size\n",
" M, N = size(tile_mn[0]), size(tile_mn[1])\n",
" filled = np.zeros((M, N), dtype=bool)\n",
"\n",
" # Create SVG canvas\n",
" dwg = svgwrite.Drawing(output_file, size=(N * cell_size, M * cell_size))\n",
"\n",
" # Fill in grid\n",
" for i in range(M):\n",
" for j in range(N):\n",
" dwg.add(\n",
" dwg.rect(\n",
" insert=(j * cell_size, i * cell_size),\n",
" size=(cell_size, cell_size),\n",
" fill=\"white\",\n",
" stroke=\"black\",\n",
" )\n",
" )\n",
"\n",
" # Draw TV cells\n",
" for tid in range(size(layout, mode=[0])):\n",
" for vid in range(size(layout, mode=[1])):\n",
" i, j = layout[(tid, vid)]\n",
" x = j * cell_size\n",
" y = i * cell_size\n",
"\n",
" if filled[i, j]:\n",
" continue\n",
" filled[i, j] = True\n",
"\n",
" # Draw rectangle\n",
" dwg.add(\n",
" dwg.rect(\n",
" insert=(x, y),\n",
" size=(cell_size, cell_size),\n",
" fill=svgwrite.rgb(\n",
" *rgb_255_colors[tid % len(rgb_255_colors)], mode=\"RGB\"\n",
" ),\n",
" stroke=\"black\",\n",
" )\n",
" )\n",
"\n",
" # Add label text\n",
" dwg.add(\n",
" dwg.text(\n",
" f\"T{tid}\",\n",
" insert=(x + cell_size // 2, y + 1 * cell_size // 4),\n",
" text_anchor=\"middle\",\n",
" alignment_baseline=\"central\",\n",
" font_size=\"8px\",\n",
" )\n",
" )\n",
" dwg.add(\n",
" dwg.text(\n",
" f\"V{vid}\",\n",
" insert=(x + cell_size // 2, y + 3 * cell_size // 4),\n",
" text_anchor=\"middle\",\n",
" alignment_baseline=\"central\",\n",
" font_size=\"8px\",\n",
" )\n",
" )\n",
"\n",
" dwg.save()"
],
"metadata": {
"id": "EMKv180Rr-PI"
},
"execution_count": 3,
"outputs": []
},
{
"cell_type": "code",
"source": [
"from cutlass import cute\n",
"\n",
"@cute.jit\n",
"def run():\n",
" layout = cute.make_layout((4, 6), stride=(3, 1))\n",
" render_layout_svg(layout, \"layout.svg\")\n",
"\n",
" tile_mn = (8, 8)\n",
" tv_layout = cute.make_layout(\n",
" shape=((2, 2, 2), (2, 2, 2)), stride=((1, 16, 4), (8, 2, 32))\n",
" )\n",
" render_tv_layout_svg(tv_layout, tile_mn, \"tv_layout.svg\")\n",
"\n",
"\n",
"run()"
],
"metadata": {
"id": "okTPX5yca0Am"
},
"execution_count": 4,
"outputs": []
},
{
"cell_type": "code",
"source": [
"def display_svg(file_path):\n",
" from IPython.display import SVG, display\n",
"\n",
" with open(file_path, \"r\") as f:\n",
" svg_content = f.read()\n",
"\n",
" return display(SVG(svg_content))"
],
"metadata": {
"id": "EP-D7c6HW6rZ"
},
"execution_count": 5,
"outputs": []
},
{
"cell_type": "code",
"source": [
"display_svg(\"layout.svg\")"
],
"metadata": {
"id": "4zcAfDM1cycw",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 101
},
"outputId": "5b200546-f6dc-4ee7-98ef-330cdbb5b52f"
},
"execution_count": 6,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<IPython.core.display.SVG object>"
],
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y=\"70\">14</text></svg>"
},
"metadata": {}
}
]
},
{
"cell_type": "code",
"source": [
"display_svg(\"tv_layout.svg\")"
],
"metadata": {
"id": "KsifOBN9dlQc",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 181
},
"outputId": "e0a91df5-8a37-4a24-c9af-3e729b472f9c"
},
"execution_count": 7,
"outputs": [
{
"output_type": "display_data",
"data": {
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},
"metadata": {}
}
]
},
{
"cell_type": "code",
"source": [],
"metadata": {
"id": "YOV7Dtk1Z-nk"
},
"execution_count": 7,
"outputs": []
}
]
}
@NTT123
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NTT123 commented Sep 27, 2025

This is a slightly modified version of @ccecka's implementation at NVIDIA/cutlass#2453 (comment)

@chrisHuxi
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chrisHuxi commented Oct 17, 2025

very useful, thanks :)

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