Skip to main content

Ctrl+K

TraceLens 0.1.0

Core SDK
AI Ecosystem
GPU Systems and Infrastructure
Toolkits

Blogs
Developer Hub

TraceLens 0.1.0 documentation

What is TraceLens?
Release notes
Compatibility matrix

Install

Install TraceLens

How to

Generate reports
Compare two traces
Replay a single operation
Fuse multi-rank traces
Analyze traces with the SDK
Model op performance without a trace
Analyze collective communication
Estimate kernel times with Origami
Agentic performance analysis with the TraceLens Agent

Concepts

The Trace2Tree data model
Understanding PyTorch traces
Tensor shape metadata
GEMM analysis
Inference performance analysis
Triton kernel performance model

Tutorials

PyTorch profiling walkthrough
PyTorch Profiling a Distributed Workload
Anomaly detection walkthrough

Reference

API reference
Performance report columns
Hyperloom

About

License

Repository
Open issue

Search

Ctrl+K

Terms and Conditions
Privacy
Trademarks
Supply Chain Transparency
Fair and Open Competition
UK Tax Strategy
Cookie Policy
Cookie Settings

© 2026 Advanced Micro Devices, Inc