Adding scripts, commands, and logging scaffolding

logs/env.txt

@@ -107,3 +107,93 @@ RUN=/home/carlos/projects/gem5/gem5-run
 OUT_DATA=/home/carlos/projects/gem5/gem5-data/SmartEdgeAI/results
 LOG_DATA=/home/carlos/projects/gem5/gem5-data/SmartEdgeAI/logs
 Sun Oct  5 02:54:08 AM UTC 2025
+==== env ====
+ROOT=/home/carlos/projects/gem5
+SRC=/home/carlos/projects/gem5/gem5src/gem5
+GEM5_BIN=/home/carlos/projects/gem5/build/ARM/gem5.opt
+CFG=/home/carlos/projects/gem5/iot/scripts/hetero_big_little.py
+RUN=/home/carlos/projects/gem5/gem5-run
+OUT_DATA=/home/carlos/projects/gem5/gem5-data/SmartEdgeAI/results
+LOG_DATA=/home/carlos/projects/gem5/gem5-data/SmartEdgeAI/logs
+Sun Oct  5 02:58:46 AM UTC 2025
+==== env ====
+ROOT=/home/carlos/projects/gem5
+SRC=/home/carlos/projects/gem5/gem5src/gem5
+GEM5_BIN=/home/carlos/projects/gem5/build/ARM/gem5.opt
+CFG=/home/carlos/projects/gem5/iot/scripts/hetero_big_little.py
+RUN=/home/carlos/projects/gem5/gem5-run
+OUT_DATA=/home/carlos/projects/gem5/gem5-data/SmartEdgeAI/results
+LOG_DATA=/home/carlos/projects/gem5/gem5-data/SmartEdgeAI/logs
+Sun Oct  5 02:58:52 AM UTC 2025
+==== env ====
+ROOT=/home/carlos/projects/gem5
+SRC=/home/carlos/projects/gem5/gem5src/gem5
+GEM5_BIN=/home/carlos/projects/gem5/build/ARM/gem5.opt
+CFG=/home/carlos/projects/gem5/iot/scripts/hetero_big_little.py
+RUN=/home/carlos/projects/gem5/gem5-run
+OUT_DATA=/home/carlos/projects/gem5/gem5-data/SmartEdgeAI/results
+LOG_DATA=/home/carlos/projects/gem5/gem5-data/SmartEdgeAI/logs
+Sun Oct  5 02:59:13 AM UTC 2025
+==== env ====
+ROOT=/home/carlos/projects/gem5
+SRC=/home/carlos/projects/gem5/gem5src/gem5
+GEM5_BIN=/home/carlos/projects/gem5/build/ARM/gem5.opt
+CFG=/home/carlos/projects/gem5/iot/scripts/hetero_big_little.py
+RUN=/home/carlos/projects/gem5/gem5-run
+OUT_DATA=/home/carlos/projects/gem5/gem5-data/SmartEdgeAI/results
+LOG_DATA=/home/carlos/projects/gem5/gem5-data/SmartEdgeAI/logs
+Sun Oct  5 02:59:13 AM UTC 2025
+==== env ====
+ROOT=/home/carlos/projects/gem5
+SRC=/home/carlos/projects/gem5/gem5src/gem5
+GEM5_BIN=/home/carlos/projects/gem5/build/ARM/gem5.opt
+CFG=/home/carlos/projects/gem5/iot/scripts/hetero_big_little.py
+RUN=/home/carlos/projects/gem5/gem5-run
+OUT_DATA=/home/carlos/projects/gem5/gem5-data/SmartEdgeAI/results
+LOG_DATA=/home/carlos/projects/gem5/gem5-data/SmartEdgeAI/logs
+Sun Oct  5 02:59:17 AM UTC 2025
+==== env ====
+ROOT=/home/carlos/projects/gem5
+SRC=/home/carlos/projects/gem5/gem5src/gem5
+GEM5_BIN=/home/carlos/projects/gem5/build/ARM/gem5.opt
+CFG=/home/carlos/projects/gem5/iot/scripts/hetero_big_little.py
+RUN=/home/carlos/projects/gem5/gem5-run
+OUT_DATA=/home/carlos/projects/gem5/gem5-data/SmartEdgeAI/results
+LOG_DATA=/home/carlos/projects/gem5/gem5-data/SmartEdgeAI/logs
+Sun Oct  5 03:02:57 AM UTC 2025
+==== env ====
+ROOT=/home/carlos/projects/gem5
+SRC=/home/carlos/projects/gem5/gem5src/gem5
+GEM5_BIN=/home/carlos/projects/gem5/build/ARM/gem5.opt
+CFG=/home/carlos/projects/gem5/iot/scripts/hetero_big_little.py
+RUN=/home/carlos/projects/gem5/gem5-run
+OUT_DATA=/home/carlos/projects/gem5/gem5-data/SmartEdgeAI/results
+LOG_DATA=/home/carlos/projects/gem5/gem5-data/SmartEdgeAI/logs
+Sun Oct  5 03:03:01 AM UTC 2025
+==== env ====
+ROOT=/home/carlos/projects/gem5
+SRC=/home/carlos/projects/gem5/gem5src/gem5
+GEM5_BIN=/home/carlos/projects/gem5/build/ARM/gem5.opt
+CFG=/home/carlos/projects/gem5/iot/scripts/hetero_big_little.py
+RUN=/home/carlos/projects/gem5/gem5-run
+OUT_DATA=/home/carlos/projects/gem5/gem5-data/SmartEdgeAI/results
+LOG_DATA=/home/carlos/projects/gem5/gem5-data/SmartEdgeAI/logs
+Sun Oct  5 03:10:44 AM UTC 2025
+==== env ====
+ROOT=/home/carlos/projects/gem5
+SRC=/home/carlos/projects/gem5/gem5src/gem5
+GEM5_BIN=/home/carlos/projects/gem5/build/ARM/gem5.opt
+CFG=/home/carlos/projects/gem5/iot/scripts/hetero_big_little.py
+RUN=/home/carlos/projects/gem5/gem5-run
+OUT_DATA=/home/carlos/projects/gem5/gem5-data/SmartEdgeAI/results
+LOG_DATA=/home/carlos/projects/gem5/gem5-data/SmartEdgeAI/logs
+Sun Oct  5 03:10:50 AM UTC 2025
+==== env ====
+ROOT=/home/carlos/projects/gem5
+SRC=/home/carlos/projects/gem5/gem5src/gem5
+GEM5_BIN=/home/carlos/projects/gem5/build/ARM/gem5.opt
+CFG=/home/carlos/projects/gem5/iot/scripts/hetero_big_little.py
+RUN=/home/carlos/projects/gem5/gem5-run
+OUT_DATA=/home/carlos/projects/gem5/gem5-data/SmartEdgeAI/results
+LOG_DATA=/home/carlos/projects/gem5/gem5-data/SmartEdgeAI/logs
+Sun Oct  5 03:13:09 AM UTC 2025

results/summary.csv

@@ -0,0 +1,3 @@
+workload,core,dvfs,l2,drowsy,sim_seconds,ipc,cycles,insts,l2_miss_rate
+tinyml,kws,big,1MB,0,,,,,
+tinyml,kws,big,512kB,0,,,,,

scripts/hetero_big_little.py

@@ -1,32 +1,95 @@
-# Simple heterogeneous big.LITTLE configuration for SmartEdgeAI
+# scripts/hetero_big_little.py
-import m5
+# Minimal SmartEdgeAI heterogeneous ARM system
+# Supports --cmd, --mem, --l2, --dvfs, and --drowsy
+# Generates valid stats.txt for all workloads
+
+import argparse, m5
 from m5.objects import *
 
-system = System()
+# -------------------------------
-system.clk_domain = SrcClockDomain(clock="1GHz", voltage_domain=VoltageDomain())
+# Argument parsing
-system.mem_mode = "timing"
+# -------------------------------
-system.mem_ranges = [AddrRange("512MB")]
+ap = argparse.ArgumentParser()
+ap.add_argument("--cmd", required=True)
+ap.add_argument("--mem", default="16GB")
+ap.add_argument("--l2", default="1MB")
+ap.add_argument("--dvfs", choices=["high","low"], default="high")
+ap.add_argument("--drowsy", type=int, choices=[0,1], default=0)
+args = ap.parse_args()
 
-# two LITTLE + one BIG
+# -------------------------------
-system.cpu = [TimingSimpleCPU(cpu_id=i) for i in range(3)]
+# Clock & Voltage (DVFS)
+# -------------------------------
+v = VoltageDomain(voltage="1.0V" if args.dvfs == "high" else "0.8V")
+clk = "2GHz" if args.dvfs == "high" else "1GHz"
+
+system = System(
+    clk_domain=SrcClockDomain(clock=clk, voltage_domain=v),
+    mem_mode="timing",
+    mem_ranges=[AddrRange(args.mem)]
+)
+
+# -------------------------------
+# CPU cluster: 1 big + 2 little
+# -------------------------------
+big = O3CPU(cpu_id=0)
+little1 = TimingSimpleCPU(cpu_id=1)
+little2 = TimingSimpleCPU(cpu_id=2)
+system.cpu = [big, little1, little2]
+
+# -------------------------------
+# Cache hierarchy
+# -------------------------------
+class L1I(Cache): size = "32kB"
+class L1D(Cache): size = "32kB"
+class L2(Cache):  size = args.l2
+
+system.l2bus = L2XBar()
+for c in system.cpu:
+    c.icache = L1I()
+    c.dcache = L1D()
+    c.icache.cpu_side = c.icache_port
+    c.dcache.cpu_side = c.dcache_port
+    c.icache.mem_side = system.l2bus.slave
+    c.dcache.mem_side = system.l2bus.slave
+
+system.l2 = L2()
 system.membus = SystemXBar()
+system.l2.cpu_side = system.l2bus.master
+system.l2.mem_side = system.membus.slave
 
-for cpu in system.cpu:
+# -------------------------------
-    cpu.icache_port = system.membus.slave
+# Drowsy cache behavior
-    cpu.dcache_port = system.membus.slave
+# -------------------------------
+if args.drowsy:
+    system.l2.tag_latency = 24
+    system.l2.data_latency = 24
 
-system.system_port = system.membus.slave
+# -------------------------------
+# Memory controller
+# -------------------------------
 system.mem_ctrl = DDR3_1600_8x8()
 system.mem_ctrl.range = system.mem_ranges[0]
 system.mem_ctrl.port = system.membus.master
+system.system_port = system.membus.slave
 
-system.workload = SEWorkload.init_compatible("hello")
+# -------------------------------
-for cpu in system.cpu:
+# Workload setup
-    cpu.workload = system.workload
+# -------------------------------
-    cpu.createThreads()
+proc = Process()
+proc.executable = args.cmd
+proc.cmd = [args.cmd]
+system.workload = SEWorkload.init_compatible(args.cmd)
+for c in system.cpu:
+    c.workload = proc
+    c.createThreads()
 
+# -------------------------------
+# Instantiate and simulate
+# -------------------------------
 root = Root(full_system=False, system=system)
 m5.instantiate()
-print("=== SmartEdgeAI big.LITTLE configuration loaded ===")
+print("[SmartEdgeAI] Starting simulation...")
 exit_event = m5.simulate()
-print("Exit:", exit_event.getCause())
+print(f"[SmartEdgeAI] Exiting @ tick {m5.curTick()} because {exit_event.getCause()}")
+

scripts/hetero_big_little.py.bak

@@ -0,0 +1,32 @@
+# Simple heterogeneous big.LITTLE configuration for SmartEdgeAI
+import m5
+from m5.objects import *
+
+system = System()
+system.clk_domain = SrcClockDomain(clock="1GHz", voltage_domain=VoltageDomain())
+system.mem_mode = "timing"
+system.mem_ranges = [AddrRange("512MB")]
+
+# two LITTLE + one BIG
+system.cpu = [TimingSimpleCPU(cpu_id=i) for i in range(3)]
+system.membus = SystemXBar()
+
+for cpu in system.cpu:
+    cpu.icache_port = system.membus.slave
+    cpu.dcache_port = system.membus.slave
+
+system.system_port = system.membus.slave
+system.mem_ctrl = DDR3_1600_8x8()
+system.mem_ctrl.range = system.mem_ranges[0]
+system.mem_ctrl.port = system.membus.master
+
+system.workload = SEWorkload.init_compatible("hello")
+for cpu in system.cpu:
+    cpu.workload = system.workload
+    cpu.createThreads()
+
+root = Root(full_system=False, system=system)
+m5.instantiate()
+print("=== SmartEdgeAI big.LITTLE configuration loaded ===")
+exit_event = m5.simulate()
+print("Exit:", exit_event.getCause())

tree.log

@@ -14,7 +14,10 @@
 │   ├── fig_tinyml_edp.png
 │   ├── summary.csv
 │   ├── summary_energy.csv
-│   └── tinyml_kws_big_high_l21MB_d0
+│   ├── tinyml_kws_big_high_l21MB_d0
+│   │   └── stats.txt
+│   └── tinyml_kws_big_high_l2512kB_d0
+│       └── stats.txt
 ├── scripts
 │   ├── build_gem5.sh
 │   ├── bundle_logs.sh
@@ -23,6 +26,7 @@
 │   ├── env.sh
 │   ├── extract_csv.sh
 │   ├── hetero_big_little.py
+│   ├── hetero_big_little.py.bak
 │   ├── plot_edp_tinyml.py
 │   ├── plot_epi.py
 │   ├── run_one.sh
@@ -30,7 +34,7 @@
 │   └── tinyml_kws.sh
 └── tree.log
 
-7 directories, 24 files
+8 directories, 27 files
 ../gem5-data/SmartEdgeAI
 ├── logs
 │   ├── tinyml_kws_big_high_l21MB_d0.stderr.log
@@ -40,6 +44,8 @@
 └── results
     ├── summary.csv
     ├── tinyml_kws_big_high_l21MB_d0
+    │   └── stats.txt
     └── tinyml_kws_big_high_l2512kB_d0
+        └── stats.txt
 
-5 directories, 5 files
+5 directories, 7 files

workloads/tinyml_kws.c

@@ -0,0 +1,16 @@
+#include <stdio.h>
+#include <math.h>
+
+int main() {
+    printf("[tinyml_kws] Starting simulated inference workload...\n");
+    volatile double sum = 0.0;
+    for (int i = 0; i < 20000000; i++) {
+        sum += sin(i * 0.001) * cos(i * 0.002);
+        if (i % 5000000 == 0) {
+            printf("[tinyml_kws] progress: %d iterations\n", i);
+        }
+    }
+    printf("[tinyml_kws] Done! sum=%f\n", sum);
+    return 0;
+}
+