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dvgodoy/deep_replay_quickstart_step5_compose.py

Created April 30, 2018 21:32
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deep_replay_quickstart_step5_compose.py
fig = plt.figure(figsize=(12, 6))
ax_fs = plt.subplot2grid((2, 4), (0, 0), colspan=2, rowspan=2)
ax_ph_neg = plt.subplot2grid((2, 4), (0, 2))
ax_ph_pos = plt.subplot2grid((2, 4), (1, 2))
ax_lm = plt.subplot2grid((2, 4), (0, 3))
ax_lh = plt.subplot2grid((2, 4), (1, 3))
fs = replay.build_feature_space(ax_fs, layer_name='hidden')
ph = replay.build_probability_histogram(ax_ph_neg, ax_ph_pos)
lh = replay.build_loss_histogram(ax_lh)
lm = replay.build_loss_and_metric(ax_lm, 'acc')
sample_figure = compose_plots([fs, ph, lm, lh], 80)
sample_figure.savefig('part1.png', dpi=120, format='png')
sample_anim = compose_animations([fs, ph, lm, lh])
sample_anim.save(filename='part1.mp4', dpi=120, fps=5)
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