CarGDev/SmartEdgeAI
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Adding scripts, commands, and logging scaffolding

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This commit is contained in:
Carlos Gutierrez
2025-10-05 01:59:00 +00:00
parent f1debadbb3
commit 1d39c0cbd7
15 changed files with 193 additions and 89 deletions
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16
scripts/51_plot_edp_tinyml.py Normal file → Executable file
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@@ -1,10 +1,13 @@
#!/usr/bin/env python3
import csv, os
import os, csv
import matplotlib.pyplot as plt
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_tinyml_edp.png")
ROOT="/home/carlos/projects/gem5"
OUT_DATA=os.path.join(ROOT,"gem5-data","SmartEdgeAI","results")
OUT_IOT =os.path.join(ROOT,"iot","results")
src=os.path.join(OUT_DATA,"summary_energy.csv")
out_data=os.path.join(OUT_DATA,"fig_tinyml_edp.png")
out_iot =os.path.join(OUT_IOT ,"fig_tinyml_edp.png")
labels=[]; edps=[]
with open(src) as f:
@@ -19,7 +22,6 @@ plt.bar(labels, edps)
plt.ylabel('EDP (J·s)')
plt.title('TinyML: EDP by configuration')
plt.xticks(rotation=60, ha='right')
plt.tight_layout()
plt.savefig(out)
print(f"[plot] wrote {out}")
plt.tight_layout(); plt.savefig(out_data); plt.savefig(out_iot)
print(f"[plot] wrote {out_data} and mirrored to {out_iot}")