Files
SmartEdgeAI/scripts/50_plot_epi.py
2025-10-04 21:54:21 +00:00

29 lines
851 B
Python

#!/usr/bin/env python3
import csv, os
import matplotlib.pyplot as plt
from collections import defaultdict
root = os.path.dirname(os.path.dirname(__file__))
src = os.path.join(root, "results", "phase3_summary_energy.csv")
out = os.path.join(root, "results", "fig_epi_across_workloads.png")
epi_by_core = defaultdict(list)
with open(src) as f:
r=csv.DictReader(f)
for row in r:
insts=float(row['insts']); energy=float(row['energy_J'])
epi = 1e12*energy/insts if insts>0 else 0.0
epi_by_core[row['core']].append(epi)
cores=['big','little','hybrid']
vals=[sum(epi_by_core[c])/max(1,len(epi_by_core[c])) for c in cores]
plt.figure()
plt.bar(cores, vals)
plt.ylabel('EPI (pJ/inst)')
plt.title('Energy per Instruction across Workloads (avg by core mode)')
plt.tight_layout()
plt.savefig(out)
print(f"[plot] wrote {out}")