CarGDev/SmartEdgeAI
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

Modifying scripts

Browse Source
This commit is contained in:
Carlos Gutierrez
2025-10-04 22:05:52 -04:00
parent c8077ae1ac
commit b69c9050f5
5 changed files with 106 additions and 106 deletions
Download Patch File Download Diff File Expand all files Collapse all files

37
scripts/51_plot_edp_tinyml.py
View File

@@ -1,27 +1,32 @@
#!/usr/bin/env python3
import os, csv
import csv
import os
import matplotlib.pyplot as plt
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")
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=[]
labels = []
edps = []
with open(src) as f:
r=csv.DictReader(f)
r = csv.DictReader(f)
for row in r:
if row['workload']!='tinyml_kws': continue
if row["workload"] != "tinyml_kws":
continue
labels.append(f"{row['core']}-{row['dvfs']}-L2{row['l2']}-d{row['drowsy']}")
edps.append(float(row['edp']))
edps.append(float(row["edp"]))
plt.figure()
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_data); plt.savefig(out_iot)
plt.ylabel("EDP (J·s)")
plt.title("TinyML: EDP by configuration")
plt.xticks(rotation=60, ha="right")
plt.tight_layout()
plt.savefig(out_data)
plt.savefig(out_iot)
print(f"[plot] wrote {out_data} and mirrored to {out_iot}")