spmv-system-comp.plot.jsonata

(
"Select the format:";
$format := "splib_coo";
$data_hip := content[dataset.system = "RadeonVII" and dataset.executor = "hip"]^(problem.id);
$data_cuda := content[dataset.system = "V100" and dataset.executor = "cuda"]^(problem.id);
$getColor := function ($num_colors, $id) {
  "hsl(" & $floor(360 * $id / $num_colors) & ",40%,55%)"
};
$turn_format := function ($str, $lib) {
  $replace($str, /sparselib|splib|cusp|hipsp/, $lib)
};

$format_hip := $turn_format($format, "hipsp");
$format_cuda := $turn_format($format, "cusp");

$data := $zip($data_hip, $data_cuda);

$plot_data := $map($data, function ($v) {
  {
    "x": $v[0].problem.nonzeros,
    "y": ($v[0].problem.group = $v[1].problem.group and $v[0].problem.name = $v[1].problem.name) ? ($v[1].spmv~> $lookup($format_cuda)).time / ($v[0].spmv~> $lookup($format_hip)).time: null
  }
});

{
  "type": "scatter",
  "data": {
    "datasets": [
      {
        "label": "RadeonVII is faster",
        "data": $plot_data[y >= 1],
        "backgroundColor": "hsl(0,40%,55%)"
      },
      {
        "label": "V100 is faster",
        "data": $plot_data[y < 1],
        "backgroundColor": "hsl(120,40%,55%)"
      }
    ]
  },
  "options": {
    "title": {
      "display": true,
      "text": $turn_format($format, "splib") & " : Speedup vs Nonzero Count"
    },
    "tooltips": {
      "mode": "index",
      "intersect": true
    },
    "scales": {
      "xAxes": [{
        "type": "logarithmic",
          "scaleLabel": {
            "display": true,
            "labelString": "Nonzero Count"
            }
          }],
      "yAxes": [{
        "type": "logarithmic",
        "scaleLabel": {
          "display": true,
          "labelString": "Speedup"
        }
      }]
    }
  }
}
)