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TraceLens 0.1.0
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TraceLens 0.1.0 documentation
What is TraceLens?
Release notes
Compatibility matrix
Install
Install TraceLens
How to
Generate reports
PyTorch performance report
PyTorch inference performance report
JAX performance report
rocprof performance report
Collective-communication report
Compare performance 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
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