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Ajout outil visualisation resultats TF

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Harle, Antoine (Contracteur) 2019-11-12 11:43:53 -05:00
parent a389920de3
commit b463ba1b06
4 changed files with 42 additions and 6 deletions
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10
higher/utils.py
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@ -112,6 +112,16 @@ def plot_res_compare(filenames, fig_name='res'):
plt.savefig(fig_name, bbox_inches='tight')
plt.close()
def plot_TF_res(log, tf_names, fig_name='res'):
fig, ax = plt.subplots(1, 1, figsize=(30, 8), sharey=True)
ax.bar(tf_names, np.mean([x["param"] for x in log], axis=0), yerr=np.std([x["param"] for x in log], axis=0))
#ax.bar(tf_names, log[-1]["param"])
fig_name = fig_name.replace('.',',')
plt.savefig(fig_name, bbox_inches='tight')
plt.close()
def viz_sample_data(imgs, labels, fig_name='data_sample'):
sample = imgs[0:25,].permute(0, 2, 3, 1).squeeze().cpu()