Merge branch 'main' into develop

tum-ei-eda · Feb 9, 2024 · 30bc2f7 · 30bc2f7
2 parents df60361 + 0dd6dfd
commit 30bc2f7
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Showing 29 changed files with 3,377 additions and 245 deletions.
diff --git a/ipynb/Demo.ipynb b/ipynb/Demo.ipynb
@@ -1625,7 +1625,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# !mlonmcu export --session 0 --run 0 run.zip  # Export run 0 from session 0 to a zip archive \n",
+    "# !mlonmcu export --session 0 --run 0 run.zip  # Export run 0 from session 0 to a zip archive\n",
     "# !mlonmcu export --session 1 session.zip  # Export every run of session 1 to a zip archive\n",
     "# !mlonmcu export session/  # Export the latest session to a directory"
    ]
@@ -2060,7 +2060,7 @@
     "COLS = [\"Cycles\", \"Total ROM\", \"Total RAM\"]\n",
     "\n",
     "fig, axes = plt.subplots(ncols=len(COLS))\n",
-    "plt.rcParams[\"figure.figsize\"] = (15, 3) # (w, h)\n",
+    "plt.rcParams[\"figure.figsize\"] = (15, 3)  # (w, h)\n",
     "\n",
     "\n",
     "for i, col in enumerate(COLS):\n",

diff --git a/ipynb/Examples/CodeSizeComparison/CodeSizeComparison.ipynb b/ipynb/Examples/CodeSizeComparison/CodeSizeComparison.ipynb
@@ -1146,10 +1146,7 @@
     "TARGET = \"spike\"\n",
     "POSTPROCESSES = [\"config2cols\", \"rename_cols\", \"filter_cols\"]\n",
     "FEATURES = [[], [\"cmsisnn\"], [\"muriscvnn\"]]\n",
-    "CONFIG = {\n",
-    "    \"mlif.optimize\": \"s\",\n",
-    "    \"filter_cols.keep\": [\"Model\", \"Total Cycles\", \"ROM code\", \"Features\"]\n",
-    "}"
+    "CONFIG = {\"mlif.optimize\": \"s\", \"filter_cols.keep\": [\"Model\", \"Total Cycles\", \"ROM code\", \"Features\"]}"
    ]
   },
   {
@@ -1326,6 +1323,7 @@
     "    with context.create_session() as session:\n",
     "        for model in MODELS:\n",
     "            for features in FEATURES:\n",
+    "\n",
     "                def helper(session):\n",
     "                    cfg = CONFIG.copy()\n",
     "                    run = session.create_run(config=cfg)\n",
@@ -1336,6 +1334,7 @@
     "                    run.add_platform_by_name(PLATFORM, context=context)\n",
     "                    run.add_target_by_name(TARGET, context=context)\n",
     "                    run.add_postprocesses_by_name(POSTPROCESSES)\n",
+    "\n",
     "                helper(session)\n",
     "        session.process_runs(context=context)\n",
     "        report = session.get_reports()\n",
@@ -1497,12 +1496,12 @@
    ],
    "source": [
     "df = report.df\n",
-    "df.set_index('Features', inplace=True)\n",
+    "df.set_index(\"Features\", inplace=True)\n",
     "df.index = df.index.map(lambda x: x[0] if len(x) > 0 else \"default\")\n",
-    "cycles_firsts = (df.groupby('Model')['Total Cycles'].transform('first'))\n",
-    "rom_firsts = (df.groupby('Model')['ROM code'].transform('first'))\n",
-    "df[\"Total Cycles (rel.)\"] = (1 / (df[\"Total Cycles\"] / cycles_firsts))\n",
-    "df[\"ROM code (rel.)\"] = (1 / (df[\"ROM code\"] / rom_firsts))\n",
+    "cycles_firsts = df.groupby(\"Model\")[\"Total Cycles\"].transform(\"first\")\n",
+    "rom_firsts = df.groupby(\"Model\")[\"ROM code\"].transform(\"first\")\n",
+    "df[\"Total Cycles (rel.)\"] = 1 / (df[\"Total Cycles\"] / cycles_firsts)\n",
+    "df[\"ROM code (rel.)\"] = 1 / (df[\"ROM code\"] / rom_firsts)\n",
     "df"
    ]
   },

diff --git a/ipynb/Examples/CompareMIPS/CompareMIPS.ipynb b/ipynb/Examples/CompareMIPS/CompareMIPS.ipynb
@@ -1186,9 +1186,7 @@
     "TARGETS = [\"etiss_pulpino\", \"spike\"]\n",
     "POSTPROCESSES = [\"config2cols\", \"filter_cols\"]\n",
     "FEATURES = [\"benchmark\"]\n",
-    "CONFIG = {\n",
-    "    \"filter_cols.keep\": [\"Model\", \"Target\", \"MIPS\", \"config_benchmark.num_runs\"], \"run.export_optional\": True\n",
-    "}"
+    "CONFIG = {\"filter_cols.keep\": [\"Model\", \"Target\", \"MIPS\", \"config_benchmark.num_runs\"], \"run.export_optional\": True}"
    ]
   },
   {
@@ -1381,6 +1379,7 @@
     "    with context.create_session() as session:\n",
     "        for model in MODELS:\n",
     "            for target in TARGETS:\n",
+    "\n",
     "                def helper(session, num=0):\n",
     "                    cfg = CONFIG.copy()\n",
     "                    cfg[\"benchmark.num_runs\"] = num\n",
@@ -1392,6 +1391,7 @@
     "                    run.add_platform_by_name(PLATFORM, context=context)\n",
     "                    run.add_target_by_name(target, context=context)\n",
     "                    run.add_postprocesses_by_name(POSTPROCESSES)\n",
+    "\n",
     "                for num in [1, 10]:  # Removed 50 to cut down runtime\n",
     "                    helper(session, num)\n",
     "        session.process_runs(context=context)\n",