From d808ab210568f7b9e2a93df2b48402bc4d068fb6 Mon Sep 17 00:00:00 2001 From: yezhengmao1 Date: Sat, 29 Mar 2025 13:51:32 +0000 Subject: [PATCH] [mfu] --- lynx/end_to_end.ipynb | 56 ++--- lynx/end_to_end_mfu.ipynb | 462 ++++++++++++++++++++++++++++++++++++++ 2 files changed, 490 insertions(+), 28 deletions(-) create mode 100644 lynx/end_to_end_mfu.ipynb diff --git a/lynx/end_to_end.ipynb b/lynx/end_to_end.ipynb index df9f9c4..bcb25fa 100644 --- a/lynx/end_to_end.ipynb +++ b/lynx/end_to_end.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 427, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ @@ -30,14 +30,14 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "metadata": {}, "outputs": [ { "data": { - "image/png": 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"text/plain": [ - "
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" ] }, "metadata": {}, @@ -52,7 +52,7 @@ }, { "cell_type": "code", - "execution_count": 429, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ @@ -74,7 +74,7 @@ }, { "cell_type": "code", - "execution_count": 430, + "execution_count": 21, "metadata": {}, "outputs": [], "source": [ @@ -97,7 +97,7 @@ }, { "cell_type": "code", - "execution_count": 431, + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ @@ -120,7 +120,7 @@ }, { "cell_type": "code", - "execution_count": 432, + "execution_count": 23, "metadata": {}, "outputs": [], "source": [ @@ -143,7 +143,7 @@ }, { "cell_type": "code", - "execution_count": 433, + "execution_count": 24, "metadata": {}, "outputs": [], "source": [ @@ -166,7 +166,7 @@ }, { "cell_type": "code", - "execution_count": 434, + "execution_count": 25, "metadata": {}, "outputs": [], "source": [ @@ -189,7 +189,7 @@ }, { "cell_type": "code", - "execution_count": 435, + "execution_count": 26, "metadata": {}, "outputs": [], "source": [ @@ -198,7 +198,7 @@ }, { "cell_type": "code", - "execution_count": 436, + "execution_count": 27, "metadata": {}, "outputs": [], "source": [ @@ -222,7 +222,7 @@ }, { "cell_type": "code", - "execution_count": 437, + "execution_count": 28, "metadata": {}, "outputs": [ { @@ -231,7 +231,7 @@ "Text(0.5, 1.0, '(a)')" ] }, - "execution_count": 437, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" } @@ -281,7 +281,7 @@ }, { "cell_type": "code", - "execution_count": 438, + "execution_count": 29, "metadata": {}, "outputs": [ { @@ -290,7 +290,7 @@ "Text(0.5, 1.0, '(b)')" ] }, - "execution_count": 438, + "execution_count": 29, "metadata": {}, "output_type": "execute_result" } @@ -334,7 +334,7 @@ }, { "cell_type": "code", - "execution_count": 439, + "execution_count": 30, "metadata": {}, "outputs": [ { @@ -343,7 +343,7 @@ "Text(0.5, 1.0, '(c)')" ] }, - "execution_count": 439, + "execution_count": 30, "metadata": {}, "output_type": "execute_result" } @@ -409,7 +409,7 @@ }, { "cell_type": "code", - "execution_count": 440, + "execution_count": 31, "metadata": {}, "outputs": [ { @@ -418,7 +418,7 @@ "Text(0.5, 1.0, '(d)')" ] }, - "execution_count": 440, + "execution_count": 31, "metadata": {}, "output_type": "execute_result" } @@ -462,16 +462,16 @@ }, { "cell_type": "code", - "execution_count": 441, + "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 441, + "execution_count": 32, "metadata": {}, "output_type": "execute_result" } @@ -496,17 +496,17 @@ }, { "cell_type": "code", - "execution_count": 442, + "execution_count": 33, "metadata": {}, "outputs": [ { "data": { - "image/png": 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" ] }, - "execution_count": 442, + "execution_count": 33, "metadata": {}, "output_type": "execute_result" } @@ -533,7 +533,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.7" + "version": "3.12.9" } }, "nbformat": 4, diff --git a/lynx/end_to_end_mfu.ipynb b/lynx/end_to_end_mfu.ipynb new file mode 100644 index 0000000..304d808 --- /dev/null +++ b/lynx/end_to_end_mfu.ipynb @@ -0,0 +1,462 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 844, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "plt.rcParams[\"font.family\"] = \"Times New Roman\"\n", + "plt.rcParams[\"font.size\"] = 16\n", + "\n", + "g_label_fontsize = 16\n", + "\n", + "colors = [\n", + " \"#5D7599\",\n", + " \"#233142\",\n", + " \"#F95959\",\n", + "]\n", + "\n", + "edgecolors = [\n", + " \"#FFFFFF\",\n", + " \"#FFFFFF\",\n", + " \"#FFFFFF\",\n", + "]\n", + "\n", + "hatches = [\"\\\\\\\\\", \"\", \"\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 845, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(\n", + " figsize=(14, 14 / 2.68), ncols=2, nrows=2, constrained_layout=True, dpi=300\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 846, + "metadata": {}, + "outputs": [], + "source": [ + "labels_name_a = [\n", + " \"ModelA\\n8DP\",\n", + " \"ModelA\\n8TP\",\n", + " \"ModelB\\n8TP\",\n", + " \"ModelC\\n8DP\",\n", + " \"ModelC\\n8TP\",\n", + " \"ModelD\\n8TP\",\n", + "]\n", + "labels_name_b = [\n", + " \"ModelA\\n16DP\",\n", + " \"ModelA\\n16TP\",\n", + " \"ModelB\\n16TP\",\n", + " \"ModelC\\n16DP\",\n", + " \"ModelC\\n16TP\",\n", + " \"ModelD\\n16TP\",\n", + "]\n", + "labels_name_c = [\n", + " \"ModelA\\n2DP$\\\\times$4TP\",\n", + " \"ModelA\\n4DP$\\\\times$2TP\",\n", + " \"ModelB\\n4DP$\\\\times$2TP\",\n", + " \"ModelC\\n2DP$\\\\times$4TP\",\n", + " \"ModelC\\n4DP$\\\\times$2TP\",\n", + " \"ModelD\\n2DP$\\\\times$4TP\",\n", + "]\n", + "labels_name_d = [\n", + " \"ModelA\\n15DP\",\n", + " \"ModelA\\n15TP\",\n", + " \"ModelB\\n15TP\",\n", + " \"ModelC\\n15DP\",\n", + " \"ModelC\\n15TP\",\n", + " \"ModelD\\n15TP\",\n", + "]" + ] + }, + { + "cell_type": "code", + "execution_count": 847, + "metadata": {}, + "outputs": [], + "source": [ + "# MFU\n", + "data_a = {\n", + " labels_name_a[0]: [41.0, 34.2, 44.4], # 22.64\n", + " labels_name_a[1]: [26.2, 36.8, 43.6], # 22.64\n", + " labels_name_a[2]: [30.1, 39.6, 49.4], # 37\n", + " labels_name_a[3]: [0, 0, 0], # 37\n", + " labels_name_a[4]: [0, 0, 0], # 22.64\n", + " labels_name_a[5]: [0, 0, 0], # 22.64\n", + "}\n", + "data_b = {\n", + " labels_name_b[0]: [0, 0, 0], # 37\n", + " labels_name_b[1]: [0, 0, 0], # 22.64\n", + " labels_name_b[2]: [0, 0, 0], # 22.64\n", + " labels_name_b[3]: [0, 0, 0], # 37\n", + " labels_name_b[4]: [0, 0, 0], # 22.64\n", + " labels_name_b[5]: [0, 0, 0], # 22.64\n", + "}\n", + "data_c = {\n", + " labels_name_c[0]: [37.1, 30.4, 44.6], # 2DP 4TP\n", + " labels_name_c[1]: [40.4, 30.5, 44.7], # 4DP 2TP\n", + " labels_name_c[2]: [-1, 31.7, 38.0], #\n", + " labels_name_c[3]: [0, 0, 0], # 37\n", + " labels_name_c[4]: [0, 0, 0], # 22.64\n", + " labels_name_c[5]: [0, 0, 0], # 22.64\n", + "}\n", + "data_d = {\n", + " labels_name_d[0]: [0, 0, 0], # 37\n", + " labels_name_d[1]: [0, 0, 0], # 22.64\n", + " labels_name_d[2]: [0, 0, 0], # 22.64\n", + " labels_name_d[3]: [0, 0, 0], # 37\n", + " labels_name_d[4]: [0, 0, 0], # 22.64\n", + " labels_name_d[5]: [0, 0, 0], # 22.64\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 848, + "metadata": {}, + "outputs": [], + "source": [ + "legend_labels = [\"Megatron-LM\", \"XLA\", \"DLRover-Lynx\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 849, + "metadata": {}, + "outputs": [], + "source": [ + "bar_width = 0.2\n", + "group_spaing = 0.15\n", + "\n", + "group_positions = {}\n", + "current_pos = 0\n", + "\n", + "x_label_cnt = len(data_a.keys())\n", + "x_label_group_cnt = 3\n", + "\n", + "for idx in range(x_label_cnt):\n", + " group_positions[idx] = []\n", + " for _ in range(x_label_group_cnt):\n", + " group_positions[idx].append(current_pos)\n", + " current_pos += bar_width\n", + " current_pos += group_spaing\n", + "\n", + "group_centers = {}\n", + "for idx, positions in group_positions.items():\n", + " group_centers[idx] = sum(positions) / len(positions)" + ] + }, + { + "cell_type": "code", + "execution_count": 850, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, '(a) Single-node, single parallel')" + ] + }, + "execution_count": 850, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "label_set = set()\n", + "for idx, (x_label, y_data) in enumerate(data_a.items()):\n", + " positions = group_positions[idx]\n", + " for i, (pos, value, color, edgecolor, hatch, label) in enumerate(\n", + " zip(\n", + " positions,\n", + " y_data,\n", + " colors,\n", + " edgecolors,\n", + " hatches,\n", + " legend_labels,\n", + " )\n", + " ):\n", + " if label in label_set:\n", + " local_label = None\n", + " else:\n", + " local_label = label\n", + " label_set.add(local_label)\n", + " ax[0][0].bar(\n", + " pos,\n", + " value,\n", + " width=bar_width,\n", + " color=color,\n", + " label=local_label,\n", + " hatch=hatch,\n", + " edgecolor=edgecolor,\n", + " )\n", + "\n", + "ax[0][0].set_xticks(list(group_centers.values()))\n", + "ax[0][0].set_xticklabels(list(data_a.keys()))\n", + "\n", + "ax[0][0].set_ylim(0, 100)\n", + "ax[0][0].set_yticks([0, 50, 100])\n", + "ax[0][0].set_yticklabels([\"0\", \"50\", \"100\"], rotation=90, ha=\"center\", va=\"center\")\n", + "\n", + "ax[0][0].tick_params(axis=\"x\", bottom=False, labelsize=g_label_fontsize, pad=1)\n", + "ax[0][0].tick_params(axis=\"y\", left=True, labelsize=g_label_fontsize, pad=5)\n", + "\n", + "ax[0][0].set_ylabel(\"MFU (%)\", fontsize=g_label_fontsize)\n", + "ax[0][0].set_title(\"(a) Single-node, single parallel\")" + ] + }, + { + "cell_type": "code", + "execution_count": 851, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, '(b) Two-node, single parallel')" + ] + }, + "execution_count": 851, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "for idx, (x_label, y_data) in enumerate(data_b.items()):\n", + " positions = group_positions[idx]\n", + " for i, (pos, value, color, edgecolor, hatch) in enumerate(\n", + " zip(\n", + " positions,\n", + " y_data,\n", + " colors,\n", + " edgecolors,\n", + " hatches,\n", + " )\n", + " ):\n", + " ax[0][1].bar(\n", + " pos,\n", + " value,\n", + " width=bar_width,\n", + " color=color,\n", + " hatch=hatch,\n", + " edgecolor=edgecolor,\n", + " )\n", + "\n", + "ax[0][1].set_xticks(list(group_centers.values()))\n", + "ax[0][1].set_xticklabels(list(data_b.keys()))\n", + "\n", + "ax[0][1].set_ylim(0, 100)\n", + "ax[0][1].set_yticks([0, 50, 100])\n", + "ax[0][1].set_yticklabels([\"0\", \"50\", \"100\"], rotation=90, ha=\"center\", va=\"center\")\n", + "\n", + "ax[0][1].tick_params(axis=\"x\", bottom=False, labelsize=g_label_fontsize, pad=1)\n", + "ax[0][1].tick_params(axis=\"y\", left=True, labelsize=g_label_fontsize, pad=5)\n", + "\n", + "ax[0][1].set_title(\"(b) Two-node, single parallel\")" + ] + }, + { + "cell_type": "code", + "execution_count": 852, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, '(c) Single-node, hybrid parallel')" + ] + }, + "execution_count": 852, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "for idx, (x_label, y_data) in enumerate(data_c.items()):\n", + " positions = group_positions[idx]\n", + " for i, (pos, value, color, edgecolor, hatch) in enumerate(\n", + " zip(\n", + " positions,\n", + " y_data,\n", + " colors,\n", + " edgecolors,\n", + " hatches,\n", + " )\n", + " ):\n", + " if value == -1:\n", + " ax[1][0].text(\n", + " pos,\n", + " 1,\n", + " \"OOM$\\\\times$\",\n", + " rotation=90,\n", + " ha=\"center\",\n", + " va=\"bottom\",\n", + " color=\"red\",\n", + " )\n", + " ax[1][0].bar(\n", + " pos,\n", + " value,\n", + " width=bar_width,\n", + " color=color,\n", + " label=local_label,\n", + " hatch=hatch,\n", + " edgecolor=edgecolor,\n", + " )\n", + "\n", + "ax[1][0].set_xticks(list(group_centers.values()))\n", + "ax[1][0].set_xticklabels(list(data_c.keys()))\n", + "\n", + "ax[1][0].set_ylim(0, 100)\n", + "ax[1][0].set_yticks([0, 50, 100])\n", + "ax[1][0].set_yticklabels([\"0\", \"50\", \"100\"], rotation=90, ha=\"center\", va=\"center\")\n", + "\n", + "ax[1][0].tick_params(axis=\"x\", bottom=False, labelsize=g_label_fontsize, pad=1)\n", + "ax[1][0].tick_params(axis=\"y\", left=True, labelsize=g_label_fontsize, pad=5)\n", + "\n", + "ax[1][0].set_ylabel(\"MFU (%)\", fontsize=g_label_fontsize)\n", + "ax[1][0].set_title(\"(c) Single-node, hybrid parallel\")" + ] + }, + { + "cell_type": "code", + "execution_count": 853, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, '(d) Two-node, hybrid parallel')" + ] + }, + "execution_count": 853, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "for idx, (x_label, y_data) in enumerate(data_d.items()):\n", + " positions = group_positions[idx]\n", + " for i, (pos, value, color, edgecolor, hatch) in enumerate(\n", + " zip(\n", + " positions,\n", + " y_data,\n", + " colors,\n", + " edgecolors,\n", + " hatches,\n", + " )\n", + " ):\n", + " ax[1][1].bar(\n", + " pos,\n", + " value,\n", + " width=bar_width,\n", + " color=color,\n", + " hatch=hatch,\n", + " edgecolor=edgecolor,\n", + " )\n", + "\n", + "ax[1][1].set_xticks(list(group_centers.values()))\n", + "ax[1][1].set_xticklabels(list(data_d.keys()))\n", + "\n", + "ax[1][1].set_ylim(0, 100)\n", + "ax[1][1].set_yticks([0, 50, 100])\n", + "ax[1][1].set_yticklabels([\"0\", \"50\", \"100\"], rotation=90, ha=\"center\", va=\"center\")\n", + "\n", + "ax[1][1].tick_params(axis=\"x\", bottom=False, labelsize=g_label_fontsize, pad=1)\n", + "ax[1][1].tick_params(axis=\"y\", left=True, labelsize=g_label_fontsize, pad=5)\n", + "\n", + "ax[1][1].set_title(\"(d) Two-node, hybrid parallel\")" + ] + }, + { + "cell_type": "code", + "execution_count": 854, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 854, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fig.legend(\n", + " ncol=3,\n", + " loc=\"upper center\",\n", + " frameon=False,\n", + " shadow=False,\n", + " bbox_to_anchor=(0.5, 1.1),\n", + " fontsize=g_label_fontsize,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 855, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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vv/0KMplbtmxZ8rWvfa3h+QMGDEjOOOOM5Oabb06mTZuWXHfddclXvvKVRjWuXcell17a6nOW+iLo9ttv33Cee++9t8n+WbNm5Z2YXXXVVUWri+KRZbJMlsmyrJFrci1tuVbMX7i99tprOccdUfeL10L+0pXCkmWyrNKz7PDDD887n7rxxhtbXQvZJc/kmTwjzWSYDKv0DPukci3o+OUvf5k3SwcMGFDUcwOkgTmFOUXa5hQt4VpcxyPLZJksk2VZItNkWtoyzZoC8pFn8qzS88x1OFpClskyWUbayTE5Vuk59knWFZAmGkUARdfcZO4vf/lL3h9en3xsa7366qtJp06dkohI+vfvnyxZsiRvXYWYzM2YMSP51Kc+1XCcTTbZJLnvvvvyPv6+++5LNtlkkybn79evX/LII4+0qYYkSZKJEyc2Ot7gwYOThx56KOdjP/zww+Too4/O+z1oy2RuwYIFyS677NIwifz+97+ftzv8nDlzGl1MXPvjpz/9aavOW8qLoA899FDDObbaaqtkzZo1OR/3uc99LufYdtppp6LURXHJstxkmSwjveRabnKtcnOtWL9wW716dbLPPvvk/Tpffvnl7To+xSXLcpNllZNl/fv3zzv2Z599tlV1kG3yLDd5Js9IBxmWmwyrnAz7pHIt6HjggQea/T68++67RT0/QKUzp8jNnKJy5xTr4lpcxyTLcpNlsox0kmm5ybTKzTRrCshHnuUmzyonz1yHoyVkWW6yTJaRHnIsNzlWOTn2SdYVkCYaRQBF19xkbtWqVcmQIUNy/uA64IAD2nXeb3/72w3H+sEPftBsXe2dzD377LONOmitt956yezZs9f5vLlz5yYDBgxoUkOvXr2SmTNntrqOn/zkJ42Os/nmmydz585d5/O++93vFmQyV1tbm+y2224Nz7v66qvX+ZzFixc3ek79R1VVVXLnnXe2+NylvAj6xS9+seEcn+wmt7Ybbrgh79f08ccfL0ptFI8sy0+WyTLSSa7lJ9cqM9eK8Qu3FStWJMccc0zer/F+++2Xd8EblUGW5SfLyp9lc+fObXbsCxcubHENZJ88y0+eyTMqnwzLT4aVP8NyKdeCjvfff7/Z70NzC4QAOgJzivzMKSpzTrEursV1TLIsP1kmy0gfmZafTKvMTLOmgHzkWX7yrPx55jocLSXL8pNlsox0kGP5ybHy51gu1hWQJhpFAEXX3GQuSZLkd7/7Xd4fXrNmzWrTOefPn5/06tUriYika9euydtvv91sXe2ZzC1atCjZaqutGh3jz3/+c4ufP3PmzKSmpqZJHQMHDkwWLFjQ4uPcfffdSVVVVcPza2pqkieeeKJFz62trU123HHHdk/mJk2a1PCc008/vcXPe/HFF5Nu3bo1Oe96662XfPjhhy06Rqkugv773/9u+H717t07Wbx4cd7H1tbWJhtvvHHB3jRQXrKsebJMlpE+cq15cq3ycq3Qv3CbPn16s1/fXXfdtcXjpHxkWfNkWXmz7O6778477j59+rR4DHQM8qx58kyeUdlkWPNkWPbfX7ZGz549834fLrjggqKfH6CSmVM0z5yi8uYUzXEtruOSZc2TZbKMdJFpzZNplZdp1hSQjzxrnjxzHY50kGXNk2WyjMonx5onx7L/HrM1rCugtaoDoMyOP/746N+/f8595513XpuOedlll8WSJUsiIuKYY46JjTfeuM31rcv3vve9mDNnTsPn22+/fRx55JEtfv7w4cPjlFNOabL9zTffjNNPP71Fx/jwww/j5JNPjiRJGtU1YsSIFj2/c+fOcfbZZ7es4DymTZsWkydPjoiI9dZbL3784x+3+LlDhw6NL3/5y022f/DBB3HppZe2q65Cu/TSS2PVqlURETFhwoTo3bt33sd27tw5TjjhhJz7brzxxpg/f35RaqQ8ZJksk2VkjVyTa2nJtTfffDNuuummmDFjRrzxxhuxePHiWLlyZSRJEqtXr46PPvoo3nnnnZg5c2bcdNNN8f3vfz+22267GDVqVMycOTPnMY8//vh46KGHolevXiUeDYUmy2RZObNs9uzZefdtuOGGRT032SPP5Jk8I81kmAxLy/vLUhg4cGDefQsWLChhJQDpY05hTpGmOYVrceQjy2SZLCNLZJpMS0umWVPAusgzeeY6HFkgy2SZLCPt5JgcS8t7zFKwroDW0igCKLtevXrFN77xjZz7brjhhnjjjTdadbza2tq48MILIyKiqqoqJk6c2O4a85k1a1ZcddVVjbadcMIJUVVV1arjnH322TnfAF199dXx4IMPrvP5P/jBD+Lf//53w+ddunSJ0047rVU1HHjggTFkyJBWPWdtP/7xjxsmk1/+8pejT58+rXr+rrvumnP7xRdf3OaaCq22tjauvPLKiKj7t3Xqqaeu8zknnXRSdOrUqcn25cuXx9VXX13wGikfWSbLImQZ2SLX5FpEOnLt5ZdfjiOOOCJGjBgRgwcPjr59+0aXLl2iuro6ampqomfPnrHJJpvETjvtFEcccUT86le/iueeey7nsUaNGhWPPPJIXHXVVdGtW7cSj4RikGWyLKJ8WdbcL+S7d+9e1HOTPfJMnkXIM9JLhsmwiHS8vyyF5m6sWrRoUQkrAUgfcwpzioh0zClci6M5skyWRcgyskOmybSIdGSaNQWsizyTZxGuw5F+skyWRcgy0k2OybGIdLzHLAXrCmgtjSKAivCtb30runbt2mT7ypUr4/zzz2/Vsf785z/H22+/HRERY8eOjWHDhhWkxlzOPvvsWL16daNtBx98cKuP07dv3zjxxBNz7vvlL3/Z7HPnzJkTl1xySaNt48ePjw022KBVNVRXV8fo0aNb9Zx6M2fOjEceeaTh8y984QutPsaAAQNybp87d268/PLLbaqr0P7617/Gu+++GxER++67bwwdOnSdzxk4cGAcdNBBOfdddtlljTq1kX6yTJbJMrJGrsm1NORaIXTq1Cn+67/+K6677rrYY489yl0OBSbLZFm5sqy5X8i7CEpbyDN5Js9IMxkmwzrK+8t1aS43Fy9eXMJKANLJnMKcIg1zCtfiWBdZJstkGVki02RaGjKtEKwpyD55Js9chyMLZJksk2WknRyTYx3lPea6WFdAa2kUAVSEjTfeOI455pic+6688spYuHBhi4/1m9/8puH/J02a1N7S8nr99dfj9ttvb7Rtk002icGDB7fpePnGf9999+XtThwRccEFF8SaNWsabWvLZCoiYocddmjT8z45mdxuu+1afYyePXvm3Td9+vRWH68Y6rvJRdS9AWmpU045Jef2l19+Oe67775210XlkGWyTJaRNXJNrqUh17bYYou44YYb4oEHHoiHH3644WP69OkxderUuPXWW+PCCy+MiRMnxqhRo3L+VY/Vq1fHr371qxg8eHDstttuccUVV8SKFSvKMBqKQZbJsnJl2ZIlS/Luy3VBC9ZFnskzeUaayTAZlob3l6Xwye/l2mpqakpYCUA6mVOYU6RhTuFaHOsiy2SZLCNLZJpMS0OmWVNAS8gzeeY6HFkgy2SZLCPt5JgcS8N7zFKwroDW0igCqBgTJ06MqqqqJtuXLFnSZLKQz7333tsw8dl1113jc5/7XEFrXNs111zTpONXezqMbb311rHLLrvk3PfXv/415/ZFixbFH//4xybbR4wY0aYaPvWpT7XpeX/7298afT548OCoqqpq1cc+++yT9/hvvvlmm+oqpBkzZsQTTzwREXUXDg444IAWP/fzn/983s76Lf23TXrIMlmWjywjreSaXMunEnItImLQoEHxpS99KT7/+c/Hnnvu2fDxuc99Lvbbb7849NBD49RTT43JkyfH3//+91iwYEHceOONsffee+c83uOPPx4nnXRSDB06tMkvb0kvWSbL8ilmlnXu3DnvPgvHaCt5Js/ykWekgQyTYflUyvvLUli2bFnefT169ChhJQDpZU5hTpFPJcwpXIujpWSZLMtHlpFGMk2m5VMJmRZhTQEtJ8/kWT6uw5EmskyW5SPLSAs5JsfyqZT3mKVgXQGtpVEEUDGGDRsW48aNy7nvggsuiOXLl6/zGJMnT274/zPOOKNgteVyxx13NNk2aNCgdh1zr732yrn9oYceyrn97rvvbtJ9r1evXrHVVlu1q47WePvtt+O1114r6jnef//9oh6/JdbulH/qqadGdXXrfoR+85vfzLl9ypQp8cYbb7SrNiqLLJNl+cgy0kquybV8KiHX2qJbt25xxBFHxN/+9reYNm1abLHFFjkfN3fu3Dj00EPjzDPPLHGFFIMsk2X5FDPLmvuF/EcffVS085Jt8kye5SPPSAMZJsPySev7y7Zo7q/cbLTRRqUrBCDFzCnMKfKphDmFa3G0lCyTZfnIMtJIpsm0fCoh09rCmoKOS57Js3xchyNNZJksy0eWkRZyTI7lk9b3mG1hXQGtVVPuAgDWNmnSpLjzzjubbJ83b15cc801cdJJJ+V97syZM2PatGkRUdfN/LDDDitanYsWLYqZM2c22d67d+92HXf48OE5tz/++OOxatWqqKlpHNu5Jnnrr79+zu5pxfLYY4812fbggw82qbU9Nt5444Idqy3ee++9uPHGGyMiomfPnnHccce1+hgTJkyIH/zgB7F06dJG21evXh2XX355nHPOOQWplcogy2RZLrKMNJNrci2XcudaIYwZMyaeeeaZGD9+fNx33305H/Pzn/881l9//fjud79b4uooNFkmy3IpZpY1d+zFixcX7bxknzyTZ7nIM9JChsmwXLLw/rIlkiRp9q+cDBkypITVAKSbOYU5RS7lnlO4FkdryTJZlossI61kmkzLpdyZVgjWFHQ88kye5eI6HGkjy2RZLrKMNJFjciyXLLzHbAnrCmgLjSKAirLnnnvGbrvtFv/v//2/Jvt+85vfxAknnJC3S/naHb9OP/30Vnczb41nnnkmkiRpsr1r167tOm6+ydyKFSvivffei0022aTR9lyTub59+7arhtbK1el9u+22i/XXX7+kdRTTlVdeGStWrIiIiGOPPbZNX+O+ffvG0UcfHVdccUWTfVdddVX8+Mc/js6dO7e7ViqDLJNllUiW0R5yTa5lWa9eveKOO+6IUaNGxZNPPpnzMWeccUaMGjUqdtpppxJXRyHJMllWaoMHD86776233sp50QZaQp7Js1KTZxSSDJNhHdkbb7wRtbW1efcPGzashNUApJs5hTlFJXItjtaSZbKsEsky2kqmybQss6agY5Fn8qzUXIejGGSZLCs1WUahyTE51pFZV0BbFC/pANpo0qRJObfPmTMnbrvttpz7Xn/99bjpppsioq7rVVu6mbfGnDlzcm5ftmxZu4671VZb5e3Y9f777zf6fPny5fHyyy83eVx7O4+11oIFC5psW7RoUUlrKKbVq1fHZZdd1vD5pZdeGlVVVW36yHUBNKKuq92tt95aqiFRIrJMllUSWUYhyDW5lmXdunWLa6+9Nu/FiDVr1sTEiRNLXBXFIMtkWSltt912efetWrUq5s6dW8JqyBp5Js9KSZ5RaDJMhnVUuf6aTL0ePXo0m7cANGVOYU5RSVyLo61kmSyrJLKM9pJpMi3LrCnoWOSZPCsl1+EoFlkmy0pJllEMckyOdVTWFdAWGkUAFeeQQw6JLbfcMue+X//61zm3/+53v4tVq1ZFRMQ3v/nN6N69e9Hqi4hYuHBhzu1Llixp13Grq6vzTsYWL17c6PP33nsv5+M++uijdtXQWrkmc/lqS6M77rgjZ2ezQrvkkkuKfg5KS5bJskoiyygEuSbXsm7o0KHxla98Je/+v//97/HSSy+VsCKKQZbJslIaNmxY9OzZM+/+5557roTVkDXyTJ6Vkjyj0GSYDOuocv3Fm3p77LFHdOrUqYTVAKSfOYU5RSVxLY62kmWyrJLIMtpLpsm0rLOmoOOQZ/KslFyHo1hkmSwrJVlGMcgxOdZRWVdAW2gUAVSc6urqvJ11H3/88fj73//eaNuiRYviqquuioi6rr2nnnpq0Wusra3Nuf2TE6626NOnT87tn5zkfbILWCFraI1ck8enn366pDUU04UXXtjw/1dccUU8/PDD7fr42c9+lvM806dP9wY4Y2SZLKsksoxCkGtyrSM4/vjjm91/1113lagSikWWybJSqqmpidGjR+fd/8gjj5SwGrJGnsmzUpJnFJoMk2Ed1ZQpU/LuO/jgg0tYCUA2mFOYU1QS1+JoK1kmyyqJLKO9ZJpM6wisKegY5Jk8KyXX4SgWWSbLSkmWUQxyTI51VNYV0BYaRQAVacKECbHBBhvk3Hfeeec1+vzyyy+PDz/8MCIivvrVr+Z9XiH1798/5/ZXX3213cfu27dvzu3rrbdeo8+XLVuW83Hz589vdw2tkWvy+cQTT5S0hmJ57rnn4qGHHoqIiG222SZOOOGE2HPPPdv1MXHixLz/fnTMzx5Z1pQsKz1ZRiHJtabkWraMHDkyevTokXf/888/X8JqKBZZ1pQsK56xY8fm3ffJi1XQWvKsKXlWPPKMQpNhTcmwbHvxxRfjn//8Z859nTt3jvHjx5e4IoBsMKdoypyi9FyLo71kWVOyrPRkGYUi05qSadliTUHHIc+akmfF4zocxSLLmpJlxSPLKAY51pQcyzbrCmgrjSKAitS9e/e83bvuvffehh96K1eujAsuuCAi6rqFnX766SWp75MTq3qzZ8+O1atXt+vYnTp1arKtb9++MXDgwEbb8k0o58+fH++88067amiNT33qU022PfzwwyU7fzFddNFFDf9/yimnFOSY3bt3j69+9as591177bWxZMmSgpyHyiDLGpNl5SHLKCS51phcy55OnTrFlltumXd/Kb+HFI8sa0yWFdfhhx8eNTU1Ofc9+eST8dprr5W2IDJFnjUmz4pLnlFoMqwxGZZ9l19+ed5948ePj4033riE1QBkhzlFY+YU5eFaHO0lyxqTZeUhyygUmdaYTMseawo6DnnWmDwrLtfhKBZZ1pgsKy5ZRjHIscbkWPZZV0BbaRQBVKxTTjklZ+fdJEni17/+dURE/OUvf4k333wzIiIOPvjg2GqrrUpS29Zbb51z+4oVK+Lll19u17GXLl3aZNtnP/vZJtvyTSgjIp566ql21dAa66+/fpNtr7zySkOX+faaM2dOrFq1qiDHao1FixbFtddeGxERvXv3jmOPPbZgx/7GN74RVVVVTbZ/+OGHcd111xXsPFQGWfYxWSbLyAa59jG5VvpcK4WePXvm3ZfrF6+kkyz7mCwrbpatv/76cfjhh+fclyRJw1yt1JIkKct5KTx59jF5Js9IHxn2MRmWzfeX9d5777246qqrcu6rrq6O73//+yWuCCBbzCk+Zk7hWhzpJcs+JstkGekn0z4m07L5Ox9rCjoOefYxeeY6HOklyz4my2QZ6STHPibHsvkes551BbSHRhFAxVpvvfXiuOOOy7nvL3/5S7zxxhsxefLkhm2TJk0qVWnxH//xH9G3b9+c+6ZNm9auY+eazO23335Ntq233nrRvXv3nMeYPn16u2pojVwTzYjmu1i1xvHHHx8//elPC3Ks1rj66qsbvhcTJkyI3r17F+zYW221VXz+85/Pue/SSy8t2HmoDLLsY7JMlpENcu1jcq30uVYK8+bNy7tvwIABJayEYpJlH5Nlxc+y733vezkXwkZEXHbZZbF8+fKi17C2a6+9Nj73uc/FmjVrSnpeikOefUyeyTPSR4Z9TIZl8/1lvbPPPjvvX8o9+uijY4cddihxRQDZYk7xMXMK1+JIL1n2MVkmy0g/mfYxmZbN3/lYU9BxyLOPyTPX4UgvWfYxWSbLSCc59jE5ls33mPWsK6A9NIoAKtrpp5+es8PuypUr4/DDD49Zs2ZFRMQee+wRI0eOLFld1dXV8bnPfS7nvilTprT5uKtWrYoPPvigyfZx48Y12dapU6fYddddcx7nuuuui9WrV7e5jlx15bPjjjvm7M520003xeOPP96u8z7zzDPx8MMPx3bbbdeu47RWkiRxySWXREREVVVVnHLKKQU/xze+8Y2c2//xj3/EI488UvDzUV6yrI4sk2Vkh1yrI9dKm2ulsHTp0oauwrnstttuJayGYpNldWRZ8bPss5/9bHz5y1/Oue+tt96Kiy++uOg11PvnP/8ZJ598cuy1115RXe1Xw1khz+rIM3lGOsmwOjIse+8v6z3yyCN5b35af/31Gy1aAqDtzCnqmFO4Fke6ybI6skyWkQ0yrY5My97vfKwp6HjkWR155joc6SbL6sgyWUZ6ybE6cix77zHrWVdAe/lJB1S0T3/603HYYYfl3Lf2ROGMM84oVUkNvvrVr+bcPm3atFi8eHGbjvnKK6/EypUrG23bdddd805mRo0alXP7W2+9FXfeeWebasiltrY2777OnTvnnEivXr06vva1r8WKFSvafN7vf//70alTpxg9enSbj9EWU6dOjTlz5kRExOc///kYNmxYwc9x0EEH5e0erWN+9sgyWSbLyBq5JtfKkWulMGXKlLxfm86dO8cBBxxQ4oooJlkmy0qZZeedd1706dMn575zzjkn5s6dW/QaFixYEOPHj48BAwbEWWedVfTzUTryTJ7JM9JMhsmwrL6/jIh455134qijjsr7V4ouv/zy2HDDDUtcFUA2mVOYU7gWRxbIMlkmy8gSmSbTsvo7H2sKOh55Js9chyMLZJksk2WknRyTY1l9jxlhXQGFoVEEUPEmTZrU7P6tt946DjrooBJV87GDDz44Bg4c2GT7smXL4oorrmjTMZ977rkm2775zW/mfXy+iW5ExMSJE2Pp0qVtquOTli1b1uz+4447Luf2559/Pr761a+2qQPZX/7yl/jf//3fGDt2bGy00Uatfn57/Pa3v234/2J0yo+IqKmpyfuG4Oabb4633367KOelfGSZLJNlZI1ck2ulzrV8vwArlCRJ4vzzz8+7/4tf/GJsvPHGRa2B0pNlsqxUWTZo0KC44IILcu5buHBhHHnkkc123G6vZcuWxbhx4+KVV16Jq666Krp161a0c1Ee8kyeyTPSTIbJsKy9v4yIWLx4cRx00EHxxhtv5Nx/5plnNvv9BaD1zCnMKVyLIwtkmSyTZWSJTJNpWfudjzUFHZc8k2euw5EFskyWyTLSTo7Jsay9x4ywroDC0SgCKLq1O0Y11z0qnxEjRjTb9WnixIlRXd36OMtXS0trrKmpie9///s5911wwQVtevMyZcqURp8PGzYsjj766LyP32GHHeLzn/98zn2vvvpqTJw4sdU15LJw4cJm9x9xxBExaNCgnPtuuOGGOPbYY5t0M2vOE088ESeddFJERJx66qktek6SJC3ati7PPvtsPPDAAxERsdFGG8XYsWNbfYyWOuaYY3Jur62tjYsuuqho56VtZFnLybI6skyWVTq51nJyrU45cy0i2tVNtiUuvfTS+H//7//l3NetW7c499xzi3p+2kaWtZwsq1POLJswYUKceOKJOfc99thjcdRRRxXlQuiKFSviS1/6Ujz66KPxy1/+MrOdtdNOnrWcPKsjz+RZJZFhLSfD6mT9/eX7778f++yzTzz55JM5959wwgnxs5/9rKg1AKSROUXLmVPUcS3OtbhKJMtaTpbVkWWyrJLJtJaTaXWy/jsfawrSS561nDyr4zqc63CVSJa1nCyrI8tkWaWRYy0nx+pk/T2mdQUUVAJQZAcffHASEUlEJLfddlubjnH33Xc3HGPtjw033DBZtmxZu+ta++Pggw9u8TFWr16d7LzzzjmP8/vf/75V9SxbtixZf/31Gx3jzjvvXOfz7rvvvpznr/8466yzWnT+BQsWJLvvvnvOY9x6663rfP5FF13UbB077LBDMnPmzHUe57rrrkt69+6dREQyduzYFtWeJEny5S9/uck5R44c2eLn1zvooIMann/iiSe2+vmtNXTo0Jxfr759+yYffPBB0c9Py8mylpFldWSZLEsDudYycq1OuXMtSZLk61/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" + ] + }, + "execution_count": 855, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fig.savefig(\"end_to_end_mfu.pdf\", bbox_inches=\"tight\", dpi=1000)\n", + "fig" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.9" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}