In-Field Testing Using MISR
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#!/usr/bin/env -S uv run
import argparse
import subprocess
from pathlib import Path
import numpy as np
from kyupy import log, verilog, batchrange, logic
from kyupy.logic_sim import LogicSim2V
from kyupy.techlib import techlib_by_name
def main():
parser = argparse.ArgumentParser(description='Transient Fault Simulator.')
#parser.add_argument('-o', default=None, help='[path/]stem for output files. default: <circuit name>')
parser.add_argument('-t', '--tlib', default='SKY130', help=f'techlib of circuit. default: SKY130, available: {sorted(techlib_by_name.keys())}.')
parser.add_argument('netlist', help='gate-level verilog file or nix package to import. See "nix flake show github:s-holst/benchmark-circuits" for available packages.')
parser.add_argument('npy', help='npy with imported patterns to simulate.')
args = parser.parse_args()
args.tlib = techlib_by_name[args.tlib]
if not (nl_path := Path(args.netlist)).exists(): # fallback to published nix package.
nix_cmd = f"nix build github:s-holst/benchmark-circuits#{args.netlist} --print-out-paths --no-link"
benchmark_path = Path(subprocess.check_output(nix_cmd.split(), text=True).strip())
nl_path = next(benchmark_path.glob("*/nl/*.nl.v"))
log.info(f'Loading {nl_path.absolute()}')
c = verilog.load(nl_path, tlib=args.tlib)
c.resolve_tlib_cells(args.tlib) # resolve every cell into kyupy simulation primitives
log.info(c)
for kind, cnt in sorted(c.stats.items()):
log.info(f' {kind:10s} {cnt}')
trap_loc = c.io_locs('trap')
mem_valid_loc = c.io_locs('mem_valid')
mem_addr_locs = c.io_locs('mem_addr')
log.info(f'{trap_loc=} {mem_valid_loc=} {mem_addr_locs=}')
fault_sites = []
for stem, _ in c.fanout_free_regions():
if len(stem.outs) > 0 and stem.outs[0] is not None:
fault_sites.append(stem.outs[0])
fault_sites = np.array(fault_sites, dtype=np.uint32)
np.random.shuffle(fault_sites)
log.info(f'Number of injection sites (FFR stems): {len(fault_sites)}')
patterns = np.load(args.npy)
patterns = np.array([logic.ZERO, logic.ZERO, logic.ZERO, logic.ONE, logic.ZERO, logic.ONE, logic.ZERO, logic.ONE], dtype=np.uint8)[patterns] # zero-fill unknowns
assert len(patterns) == len(c.s_nodes), 'number of bits in patterns does not match the number of circuit PPIOs.'
pcount = patterns.shape[1]
log.info(f'Pattern count: {pcount}')
sim = LogicSim2V(c, sims=min(pcount, 10240))
log.info(sim)
good = sim.allocate()
for fault_site in fault_sites[:200]:
for bo, bs in batchrange(pcount, sim.sims):
#log.info(f'Simulating {bs} patterns @ {bo} ...')
sim.s_assign[:, :bs] = patterns[:, bo:bo+bs]
sim.s_to_c()
sim.c_prop()
sim.c_to_s()
good[:,:bs] = sim.s_result[:,:bs]
sim.c_prop(fault_line=fault_site)
sim.c_to_s()
error_counts = (sim.s_result[:,:bs] != good[:,:bs]).sum(axis=0)
traps = sim.s_result[trap_loc,:bs] == logic.ONE
mem_valids = sim.s_result[mem_valid_loc,:bs] == logic.ONE
mem_addrs = logic.packbits(sim.s_result[mem_addr_locs,:bs].T, dtype=np.uint32)
mem_rom_access = mem_valids & (mem_addrs <= 0xffff)
mem_ram_access = mem_valids & (mem_addrs >= 0x20000) & (mem_addrs <= 0x23fff)
mem_io_access = mem_valids & (mem_addrs == 0x1000_0000)
mem_oob_access = mem_valids & ~mem_rom_access & ~mem_ram_access & ~mem_io_access
log.info(f'flips@{fault_site} erroneous={np.sum(error_counts != 0)} traps={np.sum(traps)} oob={np.sum(mem_oob_access)}')
if __name__ == '__main__':
main()