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@ -70,12 +70,19 @@ def sample(metric, sample_rate):
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return metric_sample
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def plot_metric(metric, batch_id, graph_title):
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def plot_metric(metric, batch_id, graph_title, line_style='b-',
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line_label='y',
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line_num=1):
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plt.figure()
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plt.title(graph_title)
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plt.plot(batch_id, metric)
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if line_num == 1:
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plt.plot(batch_id, metric, line_style, line_label)
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else:
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for i in line_num:
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plt.plot(batch_id, metric[i], line_style[i], line_label[i])
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plt.xlabel('batch')
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plt.ylabel(graph_title)
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plt.legend()
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plt.savefig(graph_title + '.jpg')
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plt.close()
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@ -91,8 +98,8 @@ def main():
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loss_sample = sample(loss, args.sample_rate)
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accuracy_sample = sample(accuracy, args.sample_rate)
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plot_metric(loss_sample, batch_sample, 'loss')
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plot_metric(accuracy_sample, batch_sample, 'accuracy')
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plot_metric(loss_sample, batch_sample, 'loss', line_label='loss')
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plot_metric(accuracy_sample, batch_sample, 'accuracy', line_style='g-', line_label='accuracy')
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if __name__ == '__main__':
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