Adding scripts, commands, and logging scaffolding

logs/env.txt

@@ -6,3 +6,27 @@ Sat Oct  4 09:40:18 PM UTC 2025
 
 ==== gem5 version ====
 n/a
+==== uname ====
+Linux cargdevgpu 6.8.0-60-generic #63-Ubuntu SMP PREEMPT_DYNAMIC Tue Apr 15 19:04:15 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
+
+==== date ====
+Sat Oct  4 09:56:17 PM UTC 2025
+
+==== gem5 git ====
+n/a
+==== uname ====
+Linux cargdevgpu 6.8.0-60-generic #63-Ubuntu SMP PREEMPT_DYNAMIC Tue Apr 15 19:04:15 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
+
+==== date ====
+Sat Oct  4 10:26:30 PM UTC 2025
+
+==== gem5 git ====
+n/a
+==== uname ====
+Linux cargdevgpu 6.8.0-60-generic #63-Ubuntu SMP PREEMPT_DYNAMIC Tue Apr 15 19:04:15 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
+
+==== date ====
+Sat Oct  4 10:26:47 PM UTC 2025
+
+==== gem5 git ====
+n/a

logs/tinyml_kws_big_high_l21MB_d0.stderr.log

@@ -0,0 +1 @@
+./scripts/10_run_one.sh: line 16: /home/carlos/projects/gem5/build/ARM/gem5.opt: No such file or directory

scripts/00_env.sh

@@ -1,21 +1,48 @@
 #!/bin/bash
 set -eu
-# source this from anywhere inside /home/carlos/projects/gem5
 
 ROOT="/home/carlos/projects/gem5"
-export GEM5="$ROOT/build/ARM/gem5.opt"
-export CFG="$ROOT/scripts/hetero_big_little.py"
-export RUN="$ROOT/gem5-run"
-export OUTROOT="$ROOT/iot/results"
-export LOGROOT="$ROOT/iot/logs"
+IOT="$ROOT/iot"
+DATA="$ROOT/gem5-data"                     # persistent store (your symlink)
+RUN="$ROOT/gem5-run"                       # workloads
+CFG="$ROOT/scripts/hetero_big_little.py"   # gem5 config script
 
-mkdir -p "$OUTROOT" "$LOGROOT"
+# auto-detect gem5.opt (ARM or ARM64)
+if [ -x "$ROOT/build/ARM/gem5.opt" ]; then
+  GEM5="$ROOT/build/ARM/gem5.opt"
+elif [ -x "$ROOT/gem5-build/ARM/gem5.opt" ]; then
+  GEM5="$ROOT/gem5-build/ARM/gem5.opt"
+elif [ -x "$ROOT/gem5-build/ARM64/gem5.opt" ]; then
+  GEM5="$ROOT/gem5-build/ARM64/gem5.opt"
+else
+  echo "[env] gem5.opt not found. Build it with:"
+  echo "      scons build/ARM/gem5.opt -j\$(nproc)"
+  exit 2
+fi
 
-# record environment (append-only)
+# primary outputs in gem5-data, mirrored into iot/
+OUT_DATA="$DATA/SmartEdgeAI/results"
+LOG_DATA="$DATA/SmartEdgeAI/logs"
+OUT_IOT="$IOT/results"
+LOG_IOT="$IOT/logs"
+
+# ensure directories
+mkdir -p "$OUT_DATA" "$LOG_DATA" "$OUT_IOT" "$LOG_IOT"
+
+# export for child scripts
+export ROOT IOT DATA RUN CFG GEM5 OUT_DATA LOG_DATA OUT_IOT LOG_IOT
+
+# minimal env log
 {
-  echo "==== uname ===="; uname -a
-  echo; echo "==== date ===="; date
-  echo; echo "==== gem5 git ===="; (git -C "$ROOT/gem5src" rev-parse --short HEAD 2>/dev/null || echo n/a)
-} >> "$LOGROOT/env.txt"
+  echo "==== env ===="
+  echo "ROOT=$ROOT"
+  echo "GEM5=$GEM5"
+  echo "CFG=$CFG"
+  echo "RUN=$RUN"
+  echo "OUT_DATA=$OUT_DATA"
+  echo "LOG_DATA=$LOG_DATA"
+  date
+} >> "$LOG_IOT/env.txt"
+
 echo "[env] READY"
 

scripts/01_build_gem5.sh

@@ -0,0 +1,4 @@
+#!/bin/bash
+set -eu
+cd /home/carlos/projects/gem5
+scons build/ARM/gem5.opt -j"$(nproc)"

scripts/10_run_one.sh

@@ -1,17 +1,18 @@
 #!/bin/bash
 set -eu
-source "$(dirname "$0")/00_env.sh"
+. "$(dirname "$0")/env.sh"
 
-if [[ $# -lt 5 ]]; then
+if [ $# -lt 5 ]; then
   echo "Usage: $0 <workload:{tinyml_kws|sensor_fusion|aes_ccm|attention_kernel}> <core:{big|little|hybrid}> <dvfs:{high|low}> <drowsy:{0|1}> <l2:{512kB|1MB}> [mem=16GB]"
   exit 1
 fi
 
 W=$1; CORE=$2; DV=$3; DROWSY=$4; L2=$5; MEM=${6:-16GB}
-OUT="$OUTROOT/${W}_${CORE}_${DV}_l2${L2}_d${DROWSY}"
+TAG="${W}_${CORE}_${DV}_l2${L2}_d${DROWSY}"
+OUTDIR="$OUT_DATA/$TAG"
 
-mkdir -p "$OUT"
-echo "[run_one] $W $CORE $DV L2=$L2 drowsy=$DROWSY mem=$MEM -> $OUT"
+mkdir -p "$OUTDIR"
+echo "[run_one] $TAG mem=$MEM -> $OUTDIR"
 
 "$GEM5" "$CFG" \
   --cmd="$RUN/$W" \
@@ -19,9 +20,13 @@ echo "[run_one] $W $CORE $DV L2=$L2 drowsy=$DROWSY mem=$MEM -> $OUT"
   --dvfs="$DV" \
   --drowsy="$DROWSY" \
   --l2="$L2" \
-  --outdir="$OUT" \
-  > "$LOGROOT/${W}_${CORE}_${DV}_l2${L2}_d${DROWSY}.stdout.log" \
-  2> "$LOGROOT/${W}_${CORE}_${DV}_l2${L2}_d${DROWSY}.stderr.log"
+  --outdir="$OUTDIR" \
+  > "$LOG_DATA/${TAG}.stdout.log" \
+  2> "$LOG_DATA/${TAG}.stderr.log"
+
+# mirror to repo (iot/)
+rsync -a --delete "$OUTDIR/" "$OUT_IOT/$TAG/"
+rsync -a "$LOG_DATA/${TAG}."* "$LOG_IOT/" 2>/dev/null || true
 
 echo "[run_one] DONE"
 

scripts/11_run_all.sh

@@ -0,0 +1,23 @@
+#!/bin/bash
+set -eu
+. "$(dirname "$0")/env.sh"
+
+run_case () {
+  W=$1; CORE=$2; DV=$3; D=$4; L2=$5
+  sh "$(dirname "$0")/run_one.sh" "$W" "$CORE" "$DV" "$D" "$L2" 16GB
+}
+
+for W in tinyml_kws sensor_fusion aes_ccm attention_kernel; do
+  for DV in high low; do
+    for D in 0 1; do
+      for L2 in 512kB 1MB; do
+        run_case "$W" big    "$DV" "$D" "$L2"
+        run_case "$W" little "$DV" "$D" "$L2"
+        run_case "$W" hybrid "$DV" "$D" "$L2"
+      done
+    done
+  done
+done
+
+echo "[run_all] ALL DONE"
+

scripts/30_extract_csv.sh

@@ -1,12 +1,13 @@
 #!/bin/bash
 set -eu
-source "$(dirname "$0")/00_env.sh"
+. "$(dirname "$0")/env.sh"
 
-CSV="$OUTROOT/phase3_summary.csv"
-echo "workload,core,dvfs,l2,drowsy,sim_seconds,ipc,cycles,insts,l2_miss_rate" > "$CSV"
+CSV_DATA="$OUT_DATA/summary.csv"
+CSV_IOT="$OUT_IOT/summary.csv"
+echo "workload,core,dvfs,l2,drowsy,sim_seconds,ipc,cycles,insts,l2_miss_rate" > "$CSV_DATA"
 
-for d in "$OUTROOT"/*; do
-  [[ -d "$d" ]] || continue
+for d in "$OUT_DATA"/*; do
+  [ -d "$d" ] || continue
   base=$(basename "$d")
   W=$(echo "$base" | cut -d'_' -f1)
   CORE=$(echo "$base" | cut -d'_' -f2)
@@ -21,8 +22,9 @@ for d in "$OUTROOT"/*; do
   INST=$(awk '/^system\.cpu\.commit\.committedInsts|^system\.cpu0\.commit\.committedInsts/ {print $2}' "$S" | head -n1)
   L2MR=$(awk '/^system\.l2\.overall_miss_rate::total/ {print $2}' "$S")
 
-  echo "$W,$CORE,$DVFS,$L2,$DROW,$SIMS,$IPC,$CYC,$INST,$L2MR" >> "$CSV"
+  echo "$W,$CORE,$DVFS,$L2,$DROW,$SIMS,$IPC,$CYC,$INST,$L2MR" >> "$CSV_DATA"
 done
 
-echo "[extract] wrote $CSV"
+cp "$CSV_DATA" "$CSV_IOT"
+echo "[extract] wrote $CSV_DATA and mirrored to $CSV_IOT"
 

scripts/40_energy_post.py

@@ -1,48 +1,48 @@
 #!/usr/bin/env python3
-import csv, sys, os
+import csv, os, sys
 
-root = os.path.dirname(os.path.dirname(__file__))
-src = os.path.join(root, "results", "phase3_summary.csv")
-dst = os.path.join(root, "results", "phase3_summary_energy.csv")
+ROOT = "/home/carlos/projects/gem5"
+OUT_DATA = os.path.join(ROOT, "gem5-data", "SmartEdgeAI", "results")
+OUT_IOT  = os.path.join(ROOT, "iot", "results")
 
-# === your modeling constants (document in Methods) ===
-EPI_PJ = {'big': 200.0, 'little': 80.0, 'hybrid': 104.0}  # pJ/inst
-E_MEM_PJ = 600.0                                          # pJ per L2 miss
-DROWSY_SCALE = 0.85                                       # 15% energy reduction when drowsy=1
+src = os.path.join(OUT_DATA, "summary.csv")
+dst_data = os.path.join(OUT_DATA, "summary_energy.csv")
+dst_iot  = os.path.join(OUT_IOT,  "summary_energy.csv")
+
+# modeling constants (document in your Methods)
+EPI_PJ = {'big':200.0,'little':80.0,'hybrid':104.0}  # pJ/inst
+E_MEM_PJ = 600.0                                      # pJ per L2 miss
+DROWSY_SCALE = 0.85                                   # 15% energy drop when drowsy=1
 
 rows=[]
 with open(src) as f:
     r=csv.DictReader(f)
     for row in r:
-        insts = float(row['insts'])
-        secs  = float(row['sim_seconds'])
-        core  = row['core']
-        drowsy= int(row['drowsy'])
-        epi_pJ= EPI_PJ.get(core, EPI_PJ['little'])
+        insts=float(row['insts'])
+        secs=float(row['sim_seconds'])
+        core=row['core']; drowsy=int(row['drowsy'])
+        epi=EPI_PJ.get(core, EPI_PJ['little'])
+        mr=float(row['l2_miss_rate']) if row['l2_miss_rate'] else 0.0
 
-        mr = float(row['l2_miss_rate']) if row['l2_miss_rate'] else 0.0
-        l2_misses = mr * insts  # proxy; replace with MPKI-based calc if available
-
-        energy_instr = (epi_pJ * 1e-12) * insts
-        energy_mem   = (E_MEM_PJ * 1e-12) * l2_misses
-        energy_J     = energy_instr + energy_mem
-        if drowsy == 1:
+        l2_misses = mr * insts
+        energy_J = (epi*1e-12)*insts + (E_MEM_PJ*1e-12)*l2_misses
+        if drowsy==1:
             energy_J *= DROWSY_SCALE
 
-        power_W = energy_J / secs if secs > 0 else 0.0
-        edp = energy_J * secs   # CORRECT EDP
+        power_W = energy_J/secs if secs>0 else 0.0
+        edp = energy_J * secs  # J*s
 
         row.update({
             'energy_J': f"{energy_J:.6f}",
-            'power_W':  f"{power_W:.6f}",
-            'edp':      f"{edp:.6e}",
-            'epi_model_pJ': f"{epi_pJ:.1f}",
+            'power_W': f"{power_W:.6f}",
+            'edp': f"{edp:.6e}",
+            'epi_model_pJ': f"{epi:.1f}",
         })
         rows.append(row)
 
-with open(dst, 'w', newline='') as f:
-    w=csv.DictWriter(f, fieldnames=list(rows[0].keys()))
-    w.writeheader(); w.writerows(rows)
-
-print(f"[energy] wrote {dst}")
+for path in (dst_data, dst_iot):
+    with open(path, 'w', newline='') as f:
+        w=csv.DictWriter(f, fieldnames=list(rows[0].keys()))
+        w.writeheader(); w.writerows(rows)
+print(f"[energy] wrote {dst_data} and mirrored to {dst_iot}")
 

scripts/50_plot_epi.py

@@ -1,13 +1,16 @@
 #!/usr/bin/env python3
-import csv, os
+import os, csv
 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")
+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_epi_across_workloads.png")
+out_iot =os.path.join(OUT_IOT ,"fig_epi_across_workloads.png")
 
-epi_by_core = defaultdict(list)
+epi_by_core=defaultdict(list)
 with open(src) as f:
     r=csv.DictReader(f)
     for row in r:
@@ -21,8 +24,7 @@ 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}")
+plt.title('Energy per Instruction across workloads (avg by core mode)')
+plt.tight_layout(); plt.savefig(out_data); plt.savefig(out_iot)
+print(f"[plot] wrote {out_data} and mirrored to {out_iot}")
 

scripts/51_plot_edp_tinyml.py

@@ -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}")
 

scripts/60_bundle_logs.sh

@@ -1,23 +1,29 @@
 #!/bin/bash
 set -eu
-source "$(dirname "$0")/00_env.sh"
+. "$(dirname "$0")/env.sh"
 
-# terminal excerpts
-: > "$LOGROOT/TERMINAL_EXCERPTS.txt"
-for f in "$LOGROOT"/*.stdout.log; do
-  echo "===== $(basename "$f") =====" >> "$LOGROOT/TERMINAL_EXCERPTS.txt"
-  (head -n 20 "$f"; echo "..."; tail -n 20 "$f") >> "$LOGROOT/TERMINAL_EXCERPTS.txt"
-  echo >> "$LOGROOT/TERMINAL_EXCERPTS.txt"
+TE="$LOG_DATA/TERMINAL_EXCERPTS.txt"
+SE="$LOG_DATA/STATS_EXCERPTS.txt"
+: > "$TE"; : > "$SE"
+
+for f in "$LOG_DATA"/*.stdout.log; do
+  [ -f "$f" ] || continue
+  echo "===== $(basename "$f") =====" >> "$TE"
+  (head -n 20 "$f"; echo "..."; tail -n 20 "$f") >> "$TE"
+  echo >> "$TE"
 done
-echo "[bundle] wrote $LOGROOT/TERMINAL_EXCERPTS.txt"
 
-# stats excerpts
-: > "$LOGROOT/STATS_EXCERPTS.txt"
-for d in "$OUTROOT"/*; do
-  [[ -d "$d" ]] || continue
-  echo "===== $(basename "$d") =====" >> "$LOGROOT/STATS_EXCERPTS.txt"
-  awk '/^sim_seconds|^system\.cpu\.ipc|^system\.cpu0\.ipc|^system\.cpu\.numCycles|^system\.cpu0\.numCycles|^system\.cpu\.commit\.committedInsts|^system\.cpu0\.commit\.committedInsts|^system\.l2\.overall_miss_rate::total/' "$d/stats.txt" >> "$LOGROOT/STATS_EXCERPTS.txt"
-  echo >> "$LOGROOT/STATS_EXCERPTS.txt"
+for d in "$OUT_DATA"/*; do
+  [ -d "$d" ] || continue
+  S="$d/stats.txt"
+  [ -f "$S" ] || continue
+  echo "===== $(basename "$d") =====" >> "$SE"
+  awk '/^sim_seconds|^system\.cpu\.ipc|^system\.cpu0\.ipc|^system\.cpu\.numCycles|^system\.cpu0\.numCycles|^system\.cpu\.commit\.committedInsts|^system\.cpu0\.commit\.committedInsts|^system\.l2\.overall_miss_rate::total/' "$S" >> "$SE"
+  echo >> "$SE"
 done
-echo "[bundle] wrote $LOGROOT/STATS_EXCERPTS.txt"
+
+# mirror to repo
+cp "$TE" "$LOG_IOT/TERMINAL_EXCERPTS.txt"
+cp "$SE" "$LOG_IOT/STATS_EXCERPTS.txt"
+echo "[bundle] wrote $TE and $SE (mirrored into iot/logs)"
 

scripts/61_tinyml_kws.sh

@@ -0,0 +1,8 @@
+cat > /home/carlos/projects/gem5/gem5-run/tinyml_kws << 'SH'
+#!/bin/bash
+# placeholder workload; swap later for your real binary
+for i in $(seq 1 2000000); do :; done
+echo "tinyml_kws: done"
+SH
+chmod +x /home/carlos/projects/gem5/gem5-run/tinyml_kws
+