DeepLink-org/probing

Dynamic Performance Profiler for Distributed AI

11Stars on the repository
15Mods indexed here, across every type
3d agoLast push, which is what freshness is scored on
Apache-2.0Licence, which decides whether bodies are shown

acme_health

01

DeepLink-org/probing

Skill Claude CodeCodex

Demo skill from probing-acme vendor package. Use to verify pip-installed extension discovery (skills + magics).

11 3d ago A 26 tokens original Apache-2.0

crash_triage

03

DeepLink-org/probing

Skill Claude CodeCodex

Crash triage: grep PROBING CRASH in rank logs; read spill JSON under {PROBINGDATADIR}/crash/ /latest.json.

11 3d ago A 38 tokens original Apache-2.0

health_overview

05

DeepLink-org/probing

Skill Claude CodeCodex

One-shot health check: CPU, GPU, tables, torch step progress, TorchProbe overhead, cluster nodes, NCCL profiler health.

11 3d ago A 31 tokens original Apache-2.0

job_health

06

DeepLink-org/probing

Skill Claude CodeCodex

Job-level health: cluster alive, step lag, slowdown proxy, comm trend.

11 3d ago A 19 tokens original Apache-2.0

memory_leak

07

DeepLink-org/probing

Skill Claude CodeCodex

Detect monotonic GPU memory growth across training steps.

11 3d ago A 14 tokens original Apache-2.0

nccl_culprit_victim

09

DeepLink-org/probing

Skill Claude CodeCodex

NCCL proxy wait decomposition — culprit (sendgpuwait) vs victim (recvwait).

11 3d ago A 27 tokens original Apache-2.0

slow_rank

11

DeepLink-org/probing

Skill Claude CodeCodex

Find straggler ranks via collective latency imbalance.

11 3d ago A 13 tokens original Apache-2.0

sre_triage

12

DeepLink-org/probing

Skill Claude CodeCodex

SRE first-response triage for distributed training incidents. Automates the manual checks from PyTorch/NCCL debugging runbooks.

11 3d ago A 31 tokens original Apache-2.0

training_hang

13

DeepLink-org/probing

Skill Claude CodeCodex

Training stalled — capture stacks and thread/blocking hints.

11 3d ago A 15 tokens original Apache-2.0

watchdog_timeout

14

DeepLink-org/probing

Skill Claude CodeCodex

Diagnose PyTorch NCCL watchdog timeouts with Flight Recorder collective sequence alignment.

11 3d ago A 20 tokens original Apache-2.0