def f1_4hybrid_corr_emph():
ms1 = "output/streamer/scheduler/atc/f1/f1-4hybrid-corr-emph-mainstream-simulator"
max1 = "output/streamer/scheduler/atc/f1/f1-4hybrid-corr-emph-maxsharing"
min1 = "output/streamer/scheduler/atc/f1/f1-4hybrid-corr-emph-nosharing"
f1 = "f1-4hybrid-corr-emph"
ms_files = [ms1]
max_files = [max1]
min_files = [min1]
f_files = [f1]
titles = [t1]
scheduler.plot_f1(ms_files,
max_files,
min_files,
f_files,
titles,
plot_dir,
errbars=False,
legend_xargs=dict(loc=3))
scheduler.plot_precision(ms_files,
max_files,
min_files,
f_files,
titles,
plot_dir,
errbars=False)
def f1_4hybrid():
ms1 = "output/streamer/scheduler/atc/f1/f1-4hybrid-corr-emph-mainstream-simulator"
max1 = "output/streamer/scheduler/atc/f1/f1-4hybrid-corr-emph-maxsharing"
min1 = "output/streamer/scheduler/atc/f1/f1-4hybrid-corr-emph-nosharing"
f1 = "f1-4hybrid"
ms_files = [ms1]
max_files = [max1]
min_files = [min1]
f_files = [f1]
titles = [t1]
hybrid4_annotations = [2, 6, 1, 5, 0, 6]
hybrid4_annotations = [i + 2 for i in hybrid4_annotations
] # Because of left 2 points added.
scheduler.plot_f1(ms_files,
max_files,
min_files,
f_files,
titles,
plot_dir,
annotations=hybrid4_annotations,
errbars=False,
legend_xargs=dict(loc=3))
scheduler.plot_f1(ms_files,
max_files,
min_files,
f_files,
titles,
plot_dir,
errbars=False)
scheduler.plot_recall(ms_files, max_files, min_files, f_files, titles,
plot_dir)
scheduler.plot_precision(ms_files, max_files, min_files, f_files, titles,
plot_dir)
scheduler_dual.plot_f1_dual(ms_files, max_files, min_files, f_files,
titles, plot_dir)
scheduler_dual.plot_recall_dual(ms_files, max_files, min_files, f_files,
titles, plot_dir)
scheduler_dual.plot_precision_dual(ms_files, max_files, min_files, f_files,
titles, plot_dir)
arches = [arch1]
latency_files = [latency_file1]
accuracy_files = [accuracy_file1]
labels = ["InceptionV3"]
accuracy_tradeoffs.plot_accuracy_vs_fps_partial(arches, latency_files,
accuracy_files, labels,
plot_dir, "1")
ms1 = "output/streamer/scheduler/v1/scheduler-v1-500-c0.1664-mainstream"
max1 = "output/streamer/scheduler/v1/scheduler-v1-500-c0.1664-maxsharing"
min1 = "output/streamer/scheduler/v1/scheduler-v1-500-c0.1664-nosharing"
f1 = "scheduler-500-c0.1664-ll2"
t1 = ""
plot_dir = "plots/scheduler/v1/"
ms_files = [ms1]
max_files = [max1]
min_files = [min1]
f_files = [f1]
f_files_annotated = [f + "-annotated" for f in f_files]
titles = [t1]
scheduler.plot_recall(ms_files, max_files, min_files, f_files, titles,
plot_dir, False, 1)
scheduler.plot_precision(ms_files, max_files, min_files, f_files, titles,
plot_dir)
scheduler.plot_f1(ms_files, max_files, min_files, f_files, titles,
plot_dir)