Post processing: IPC Merge

IPC is computed offline by merging a clean Chrome trace with CUTracer's instruction histogram and log.

Inputs 📥

• Chrome Trace JSON (from Triton profiler)
• CUTracer Histogram CSV (kernel_*_hist.csv)
• CUTracer Main Log (cutracer_main_*.log)

Script 🧮

Use scripts/parse_instr_hist_trace.py:

python /home/findhao/d/CUTracer/scripts/parse_instr_hist_trace.py \
  --chrome-trace ./vector.chrome_trace \
  --cutracer-trace ./kernel_*_add_kernel_hist.csv \
  --cutracer-log ./cutracer_main_*.log \
  --output vectoradd_ipc.csv

The script:

• Extracts grid/block info and kernel hash from the main log
• Aggregates histogram counts per global_warp_id,region_id
• Joins with Chrome trace per warp and computes ipc = total_instruction_count / cycles

Notes 📝

• If multiple launches share the same kernel hash, provide --kernel-hash to disambiguate.
• The script validates warp coverage; mismatches usually indicate filtered or partial traces.