AMD-AGI
Official@amd-agi
Offers specialized diagnostic capabilities for MaxText training runs, focusing on Prometheus TSDB metrics, log triage, and performance bottleneck identification.
Agent Skills by AMD-AGI
Showing 3 vetted skills indexed across 1 GitHub repositories.
AMD-AGItsdb-diagnosis
Diagnose training incidents by querying per-job Prometheus TSDB metrics.
AMD-AGIjob-log-triage
Triage MaxText training job logs to identify status and failure modes.
AMD-AGIperformance-analysis
Analyze MaxText training runs to identify performance bottlenecks using TSDB, TraceLens, and IRLens.
Frequently Asked Questions About AMD-AGI
FAQPage SchemaWhat specific tasks can be performed using these diagnostic capabilities?▼
These capabilities enable the systematic diagnosis of training incidents through Prometheus TSDB metric queries, the triage of MaxText training logs to determine job status, and the identification of performance bottlenecks using TraceLens and IRLens diagnostic outputs.
Which engineering personas benefit from these diagnostic skills?▼
These skills are designed for machine learning infrastructure engineers, performance engineers, and site reliability engineers tasked with maintaining large-scale MaxText training clusters and resolving complex job failures.
What are the primary dependencies for executing these performance analyses?▼
Execution requires an active MaxText training environment, access to Prometheus TSDB instances for metric retrieval, and availability of TraceLens and IRLens diagnostic data generated during the training run.