llama.cpp/scripts/hip/gcn-cdna-vgpr-check.py

150 lines
12 KiB
Python

#!/usr/bin/env python3
import sys
from collections import defaultdict
def parse_log_file(filepath):
"""Parse log file and extract function VGPR usage."""
import re
functions = defaultdict(lambda: {'vgprs': 0, 'spill': 0, 'location': ''})
try:
with open(filepath, 'r') as f:
content = f.read()
# Find all function entries with VGPR usage including location
pattern = r'([^:]+:\d+):.*?Function Name: (\S+).*?VGPRs: (\d+).*?VGPRs Spill: (\d+)'
matches = re.findall(pattern, content, re.DOTALL)
for location, func_name, vgprs, spill in matches:
functions[func_name]['vgprs'] = int(vgprs)
functions[func_name]['spill'] = int(spill)
# Extract just the filename and line number
parts = location.split('/')
if len(parts) > 0:
short_location = parts[-1] # Get last part (filename)
# Check if there's a line number after filename
if ':' in short_location:
functions[func_name]['location'] = short_location
else:
functions[func_name]['location'] = location
else:
functions[func_name]['location'] = location
except FileNotFoundError:
print(f"Error: File {filepath} not found", file=sys.stderr)
sys.exit(1)
return functions
def main():
if len(sys.argv) < 2:
print("Usage: ./vgpr_check.py <log_file>", file=sys.stderr)
sys.exit(1)
log_file = sys.argv[1]
ignored = {
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'_ZL9mul_mat_qIL9ggml_type2ELi112ELb0EEvPKcPKiS4_S4_PfS5_iiiiiiiiiiiiiiiii'
}
functions = parse_log_file(log_file)
found_issues = False
# First print all ignored functions (deduplicated)
printed_ignored = set()
for func_name, data in sorted(functions.items()):
total_vgprs = data['vgprs'] + data['spill']
if total_vgprs > 256 and func_name in ignored and func_name not in printed_ignored:
location = data.get('location', log_file)
print(f"{location}: {func_name} - Total VGPRs: {total_vgprs} ({data['vgprs']} + {data['spill']}) [IGNORED]")
printed_ignored.add(func_name)
# Then print new functions with issues in red
for func_name, data in sorted(functions.items()):
total_vgprs = data['vgprs'] + data['spill']
if total_vgprs > 256 and func_name not in ignored:
status = "[IGNORED]" if func_name in ignored else ""
location = data.get('location', log_file)
# Print in red if not ignored
color_code = "\033[91m" if func_name not in ignored else ""
reset_code = "\033[0m" if func_name not in ignored else ""
print(f"{color_code}{location}: {func_name} - Total VGPRs: {total_vgprs} ({data['vgprs']} + {data['spill']}) {status}{reset_code}") # noqa: NP100
if func_name not in ignored:
found_issues = True
sys.exit(1 if found_issues else 0)
if __name__ == "__main__":
main()