dask / dask/distributed

Include CUDA stack information in profile plots

Open
#2,578 5 comments 0 reactions 0 assignees View on GitHub
Dominant language
Python
Stars
1.7k
Forks
778
Avg merge
2h 50m
Merged PRs (30d)
3

Description

We're in the process of include low-level (e.g., C calls) profiling plots in https://github.com/dask/distributed/pull/2575. After that it may be useful to do the same with CUDA, we could add both host-side calls (e.g., memory allocation) and kernel calls.

This can be done with the help of [CUPTI - CUDA Profiling Tools Interface](https://docs.nvidia.com/cuda/cupti/index.html). Perhaps the C side could (and maybe, should) be part of a small library decoupled from this repository, just like https://github.com/numba/stacktrace.

Contributor guide

Open the contributing guide

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.