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Check the
preview of 2nd version of this platform
being developed by the
open MLCommons taskforce on automation and reproducibility
as a free, open-source and technology-agnostic on-prem platform.
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
Select subgraph:
reproduce_ck_paper_hog_predictive_sheduling_t604
reproduce_ck_paper_hog_predictive_sheduling_t628
reproduce_ck_paper_hog_predictive_sheduling_t628_as_t604
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-t604" ], "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_type": "d3_2d_scatter", "point_style": { "0": { "color": "#3366cc", "size": 4 } }, "save_info_table_to_json_file": "reproduce_ck_paper_hog_predictive_sheduling_t604_info.json", "save_table_to_csv_file": "reproduce_ck_paper_hog_predictive_sheduling_t604.csv", "save_table_to_json_file": "reproduce_ck_paper_hog_predictive_sheduling_t604.json", "size_x": 700, "size_y": 400, "sort_index": "1", "substitute_x_with_loop": "yes", "title": "Adaptive (predictive) scheduling; ARM GPU Mali-T604; Realeyes HOG program (Powered by Collective Knowledge)", "xmax": 300, "xmin": 0, "ymax": 8, "ymin": 0 }
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Reproducing graph:
Experiment entries:
hog-mali-t604
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:
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