memray table report
Python Allocator: pymalloc
Memray run stats
Command line: quantize.py --model /storage/yiliu7/deepseek-ai/DeepSeek-V2-Lite-Chat/ -t nvfp4 --use_autoround_format --output_dir ./qmodels
Start time: 2025-12-10 05:59:20.435000+00:00
End time: 2025-12-10 05:59:51.749000+00:00
Duration: 0:00:31.314000
Total number of allocations: 40271815
Total number of frames seen: 0
Peak memory usage: 16.8 GB
Python allocator: pymalloc
How to interpret table reports

The table reporter provides a simple tabular representation of memory allocations in the target when the memory usage was at its peak.

You can find more information in the documentation.

Resident set size over time