Adding scripts, commands, and logging scaffolding"
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25
scripts/51_plot_edp_tinyml.py
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25
scripts/51_plot_edp_tinyml.py
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#!/usr/bin/env python3
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import csv, os
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import matplotlib.pyplot as plt
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root = os.path.dirname(os.path.dirname(__file__))
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src = os.path.join(root, "results", "phase3_summary_energy.csv")
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out = os.path.join(root, "results", "fig_tinyml_edp.png")
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labels=[]; edps=[]
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with open(src) as f:
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r=csv.DictReader(f)
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for row in r:
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if row['workload']!='tinyml_kws': continue
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labels.append(f"{row['core']}-{row['dvfs']}-L2{row['l2']}-d{row['drowsy']}")
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edps.append(float(row['edp']))
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plt.figure()
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plt.bar(labels, edps)
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plt.ylabel('EDP (J·s)')
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plt.title('TinyML: EDP by configuration')
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plt.xticks(rotation=60, ha='right')
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plt.tight_layout()
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plt.savefig(out)
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print(f"[plot] wrote {out}")
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