cK-powered report

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CK autotuning demo graphs: compiler flag tuning for susan on mingw

Demo of the multi-objective autotuning of compiler flags via CK with Pareto (can be any objective, i.e. execution time, energy, code size, cost, precision, reliability)

Select subgraph:

Graph:

Graph params (to customize/reproduce):

{
  "axis_x_desc": "Object file size (bytes)",
  "axis_y_desc": "Kernel execution time (sec.)",
  "bound_lines": "no",
  "data_uoa_list": [
    "demo-autotune-flags-susan-mingw-i10",
    "demo-autotune-flags-susan-mingw-best",
    "demo-autotune-flags-susan-mingw-i10-pareto"
  ],
  "display_x_error_bar": "no",
  "display_y_error_bar": "no",
  "experiment_module_uoa": "experiment",
  "flat_keys_list": [
    "##characteristics#compile#obj_size#min",
    "##characteristics#run#execution_time_kernel_0#exp"
  ],
  "mpl_image_dpi": "100",
  "mpl_image_size_x": "8",
  "mpl_image_size_y": "4",
  "plot_grid": "yes",
  "plot_type": "mpl_2d_scatter",
  "point_style": {
    "0": {
      "color": "#3366cc",
      "size": 40
    },
    "1": {
      "color": "#000000",
      "elinewidth": "7",
      "size": 40
    },
    "2": {
      "color": "#dc3912",
      "frontier": "yes",
      "line_style": "--",
      "size": 10
    }
  },
  "size_x": 700,
  "size_y": 400,
  "title": "Powered by Collective Knowledge"
}

[ ] [ ] Auto-replot graph: , seconds:

Reproducing graph:

Experiment entries:	demo-autotune-flags-susan-mingw-i10 demo-autotune-flags-susan-mingw-best demo-autotune-flags-susan-mingw-i10-pareto
Scripts to rebuild:	ck find demo:c292a04d8881888d View in CK viewer
Replay graph from CMD:	ck replay graph:demo-autotuning-compiler-flags-susan-mingw id=2d_points_time_vs_size_with_pareto

Obtain shared CK repo with all artifacts:	ck pull repo:ck-autotuning
Original experiment table:	Download in JSON; Download in CSV
Embedd original image into interactive report/paper:	<img src="https://cknow.io/c/2d41f89bcf32d4d4/be9fab019a546cef/?action=download&filename=2d_points_time_vs_size_with_pareto.png" width="700" height="400" >