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SmartEdgeAI/scripts/hetero_big_little.py
Carlos Gutierrez 351ce063f0 updating
2025-10-05 00:30:23 -04:00

108 lines
3.3 KiB
Python
Executable File

# scripts/hetero_big_little.py
# 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 *
# -------------------------------
# Argument parsing
# -------------------------------
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)
ap.add_argument("--core", choices=["big","little","hybrid"], default="big")
ap.add_argument("--outdir", default="m5out")
args = ap.parse_args()
# -------------------------------
# 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: Configure based on core type
# -------------------------------
if args.core == "big":
system.cpu = [O3CPU(cpu_id=0)]
elif args.core == "little":
system.cpu = [TimingSimpleCPU(cpu_id=0)]
elif args.core == "hybrid":
# 1 big + 1 little
system.cpu = [O3CPU(cpu_id=0), TimingSimpleCPU(cpu_id=1)]
# -------------------------------
# Cache hierarchy
# -------------------------------
system.l2bus = L2XBar()
for c in system.cpu:
c.icache = Cache(size="32kB", assoc=2)
c.dcache = Cache(size="32kB", assoc=2)
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 = Cache(size=args.l2, assoc=8)
system.membus = SystemXBar()
system.l2.cpu_side = system.l2bus.master
system.l2.mem_side = system.membus.slave
# -------------------------------
# Drowsy cache behavior
# -------------------------------
if args.drowsy:
system.l2.tag_latency = 24
system.l2.data_latency = 24
# -------------------------------
# Memory controller
# -------------------------------
system.mem_ctrl = SimpleMemory()
system.mem_ctrl.range = system.mem_ranges[0]
system.mem_ctrl.port = system.membus.master
system.system_port = system.membus.slave
# -------------------------------
# Workload setup
# -------------------------------
proc = Process()
proc.executable = args.cmd
proc.cmd = [args.cmd]
proc.env = {'GLIBC_TUNABLES': 'glibc.pthread.rseq=0'}
# Only assign workload to the first CPU (primary execution)
system.cpu[0].workload = proc
system.cpu[0].createThreads()
# Other CPUs remain idle
for i in range(1, len(system.cpu)):
system.cpu[i].workload = SEWorkload.init_compatible("hello")
system.cpu[i].createThreads()
# -------------------------------
# Stats configuration
# -------------------------------
# Note: Stats will be automatically written to stats.txt in the output directory
# -------------------------------
# Instantiate and simulate
# -------------------------------
root = Root(full_system=False, system=system)
m5.instantiate()
print("[SmartEdgeAI] Starting simulation...")
exit_event = m5.simulate()
print(f"[SmartEdgeAI] Exiting @ tick {m5.curTick()} because {exit_event.getCause()}")