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CARP project - reproducing HOG multi-objective autotuning for further online adaptation

Demo of the parametric, multi-objective autotuning of HOG via CK for further run-time adaptation via predictive scheduling

[ Discussion wiki (comments, reproducibility, etc.) ]

Select subgraph:

Graph:

Graph params (to customize/reproduce):

{
  "axis_x_desc": "Experiment No", 
  "axis_y_desc": "CPU time / GPU with memory copy time", 
  "data_uoa_list": [
    "hog-mali-t628"
  ], 
  "display_x_error_bar": "no", 
  "display_y_error_bar": "no", 
  "experiment_module_uoa": "experiment", 
  "flat_keys_list": [
    "##features#size#min", 
    "##characteristics#cpu_div_by_gpu_copy#min"
  ], 
  "plot_grid": "yes", 
  "plot_type": "d3_2d_scatter", 
  "point_style": {
    "0": {
      "color": "#3366cc", 
      "size": 4
    }
  }, 
  "save_info_table_to_json_file": "reproduce_ck_paper_hog_predictive_sheduling_t628_info.json", 
  "save_table_to_csv_file": "reproduce_ck_paper_hog_predictive_sheduling_t628.csv", 
  "save_table_to_json_file": "reproduce_ck_paper_hog_predictive_sheduling_t628.json", 
  "size_x": 700, 
  "size_y": 400, 
  "sort_index": "1", 
  "substitute_x_with_loop": "yes", 
  "title": "Adaptive (predictive) scheduling; ARM GPU Mali-T628; Realeyes HOG program (Powered by Collective Knowledge)", 
  "xmax": 500, 
  "xmin": 0, 
  "ymax": 8, 
  "ymin": 0
}

Auto-replot graph: , seconds:

Reproducing graph:

Experiment entries:	hog-mali-t628
Scripts to rebuild:	ck find script:c47f9890b1518d2f View in CK viewer

Obtain shared CK repo with all artifacts:	ck pull repo:reproduce-ck-paper-large-experiments
Original experiment table:	Download in JSON; Download in CSV

View entry in raw format