Graph-safe support for ROCm libraries

2024-12-20

4 min read time

Applies to Linux and Windows

HIP graph-safe libraries operate safely in HIP execution graphs. hip:how_to_HIP_graph are an alternative way of executing tasks on a GPU that can provide performance benefits over launching kernels using the standard method via streams.

Functions and routines from graph-safe libraries shouldn’t result in issues like race conditions, deadlocks, or unintended dependencies.

The following table shows whether a ROCm library is graph-safe.

ROCm library	Graph safe support
Composable Kernel	❌
hipBLAS	✅
hipBLASLt	⚠️
hipCUB	✅
hipFFT	✅ (see details)
hipRAND	✅
hipSOLVER	⚠️ (experimental)
hipSPARSE	✅
hipSPARSELt	⚠️ (experimental)
hipTensor	❌
MIOpen	❌
RCCL	✅
rocAL	❌
rocALUTION	❌
rocBLAS	✅ (see details)
rocDecode	❌
rocFFT	✅ (see details)
rocHPCG	❌
rocJPEG	❌
rocPRIM	✅
rocRAND	✅
rocSOLVER	⚠️ (experimental)
rocSPARSE	⚠️ (experimental)
rocThrust	❌ (see details)
rocWMMA	❌
RPP	⚠️
Tensile	✅

✅: full support

⚠️: partial support

❌: not supported