refactor folder locations

test/test_compile_time.ipynb

@@ -0,0 +1,112 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "initial_id",
+   "metadata": {
+    "collapsed": true,
+    "ExecuteTime": {
+     "end_time": "2024-06-02T08:29:04.093990Z",
+     "start_time": "2024-06-02T08:29:04.085992900Z"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "import jax\n",
+    "from jax import vmap, jit, numpy as jnp"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "outputs": [],
+   "source": [
+    "def func(x, y):\n",
+    "    return x + y\n",
+    "\n",
+    "def loop2():\n",
+    "    s = 0\n",
+    "    for i in range(1000):\n",
+    "        x = jnp.full((10000, 1), i)\n",
+    "        y = jnp.full((10000, 1), i + 1)\n",
+    "        s = (vmap(func)(x, y)).sum()\n",
+    "    return s\n",
+    "\n",
+    "def loop3():\n",
+    "    s = 0\n",
+    "    vmap_func = vmap(func)\n",
+    "    for i in range(1000):\n",
+    "        x = jnp.full((10000, 1), i)\n",
+    "        y = jnp.full((10000, 1), i + 1)\n",
+    "        s = (vmap_func(x, y)).sum()\n",
+    "    return s"
+   ],
+   "metadata": {
+    "collapsed": false,
+    "ExecuteTime": {
+     "end_time": "2024-06-02T08:31:13.023886300Z",
+     "start_time": "2024-06-02T08:31:13.003026800Z"
+    }
+   },
+   "id": "39f803029127aaa8"
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "outputs": [
+    {
+     "data": {
+      "text/plain": "Array(19990000, dtype=int32)"
+     },
+     "execution_count": 27,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "compile_loop = jit(loop3).lower().compile()\n",
+    "compile_loop()"
+   ],
+   "metadata": {
+    "collapsed": false,
+    "ExecuteTime": {
+     "end_time": "2024-06-02T08:31:14.526380100Z",
+     "start_time": "2024-06-02T08:31:13.870916800Z"
+    }
+   },
+   "id": "ab9f83d0a313f51d"
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "outputs": [],
+   "source": [],
+   "metadata": {
+    "collapsed": false
+   },
+   "id": "c1bd963e51aa5fd4"
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}