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Reformulate Math Functions

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This commit is contained in:
D-X-Y
2021-04-26 05:16:38 -07:00
parent 1980779053
commit e1818694a4
14 changed files with 308 additions and 254 deletions
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14
exps/LFNA/vis-synthetic.py
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@@ -31,10 +31,10 @@ from datasets.synthetic_example import create_example_v1
from utils.temp_sync import optimize_fn, evaluate_fn
def draw_multi_fig(save_dir, timestamp, scatter_list, fig_title=None):
def draw_multi_fig(save_dir, timestamp, scatter_list, wh, fig_title=None):
save_path = save_dir / "{:04d}".format(timestamp)
# print('Plot the figure at timestamp-{:} into {:}'.format(timestamp, save_path))
dpi, width, height = 40, 2000, 1300
dpi, width, height = 40, wh[0], wh[1]
figsize = width / float(dpi), height / float(dpi)
LabelSize, LegendFontsize, font_gap = 80, 80, 5
@@ -61,8 +61,7 @@ def draw_multi_fig(save_dir, timestamp, scatter_list, fig_title=None):
tick.label.set_rotation(10)
for tick in cur_ax.yaxis.get_major_ticks():
tick.label.set_fontsize(LabelSize - font_gap)
plt.legend(loc=1, fontsize=LegendFontsize)
plt.legend(loc=1, fontsize=LegendFontsize)
fig.savefig(str(save_path) + ".pdf", dpi=dpi, bbox_inches="tight", format="pdf")
fig.savefig(str(save_path) + ".png", dpi=dpi, bbox_inches="tight", format="png")
plt.close("all")
@@ -115,18 +114,19 @@ def compare_cl(save_dir):
"color": "r",
"s": 10,
"xlim": (-6, 6 + timestamp * 0.2),
"ylim": (-200, 40),
"ylim": (-40, 40),
"alpha": 0.99,
"label": "Continual Learning",
}
)
draw_multi_fig(
save_dir, timestamp, scatter_list, "Timestamp={:03d}".format(timestamp)
save_dir, timestamp, scatter_list,
wh=(2000, 1300), fig_title="Timestamp={:03d}".format(timestamp)
)
print("Save all figures into {:}".format(save_dir))
save_dir = save_dir.resolve()
cmd = "ffmpeg -y -i {xdir}/%04d.png -pix_fmt yuv420p -vf fps=2 -vf scale=1500:1000 -vb 5000k {xdir}/vis.mp4".format(
cmd = "ffmpeg -y -i {xdir}/%04d.png -pix_fmt yuv420p -vf fps=2 -vf scale=2000:1300 -vb 5000k {xdir}/vis.mp4".format(
xdir=save_dir
)
os.system(cmd)