{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "12"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "using MetagraphOptimization\n",
    "using BenchmarkTools\n",
    "\n",
    "Threads.nthreads()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Graph:\n",
       "  Nodes: Total: 131069, DataTask: 65539, ComputeTaskQED_Sum: 1, \n",
       "         ComputeTaskQED_V: 35280, ComputeTaskQED_S2: 5040, ComputeTaskQED_U: 9, \n",
       "         ComputeTaskQED_S1: 25200\n",
       "  Edges: 176419\n",
       "  Total Compute Effort: 549370.0\n",
       "  Total Data Transfer: 1.0645344e7\n",
       "  Total Compute Intensity: 0.05160659909158408\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "machine = get_machine_info()\n",
    "model = QEDModel()\n",
    "process = parse_process(\"ke->kkkkkke\", model)\n",
    "\n",
    "inputs = [gen_process_input(process) for _ in 1:1e3];\n",
    "graph = gen_graph(process)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Graph:\n",
       "  Nodes: Total: 14783, DataTask: 7396, ComputeTaskQED_Sum: 1, \n",
       "         ComputeTaskQED_V: 1819, ComputeTaskQED_S2: 5040, ComputeTaskQED_U: 9, \n",
       "         ComputeTaskQED_S1: 518\n",
       "  Edges: 26672\n",
       "  Total Compute Effort: 77102.0\n",
       "  Total Data Transfer: 5.063616e6\n",
       "  Total Compute Intensity: 0.015226668056977465\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "optimizer = ReductionOptimizer()\n",
    "\n",
    "optimize_to_fixpoint!(optimizer, graph)\n",
    "graph"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculated 15537.0 results/s, 1295.0 results/s per thread for QED Process: 'ke->kkkkkke' (12 threads)\n"
     ]
    }
   ],
   "source": [
    "compute_compton_reduced = get_compute_function(graph, process, machine)\n",
    "outputs = [zero(ComplexF64) for _ in 1:1e6]\n",
    "\n",
    "bench_result = @benchmark begin\n",
    "    Threads.@threads :static for i in eachindex(inputs)\n",
    "        outputs[i] = compute_compton_reduced(inputs[i])\n",
    "    end\n",
    "end\n",
    "\n",
    "rate = length(inputs) / (mean(bench_result.times) / 1.0e9)\n",
    "rate_per_thread = rate / Threads.nthreads()\n",
    "println(\"Calculated $(round(rate)) results/s, $(round(rate_per_thread)) results/s per thread for $(process) ($(Threads.nthreads()) threads)\")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Julia 1.9.4",
   "language": "julia",
   "name": "julia-1.9"
  },
  "language_info": {
   "file_extension": ".jl",
   "mimetype": "application/julia",
   "name": "julia",
   "version": "1.9.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}