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JuliaGraphs / GraphNeuralNetworks.jl Public

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SpMM message passing CUDA support for coalesced COO graphs#617

Open

dferre97 wants to merge 9 commits intoJuliaGraphs:masterJuliaGraphs/GraphNeuralNetworks.jl:masterfrom

dferre97:df/coo-sparse-cudadferre97/GraphNeuralNetworks.jl:df/coo-sparse-cudaCopy head branch name to clipboard

Conversation Commits9 (9)Checks Files changed

Open

SpMM message passing CUDA support for coalesced COO graphs#617
dferre97 wants to merge 9 commits intoJuliaGraphs:masterfrom
dferre97:df/coo-sparse-cuda

Commits

Commits on Aug 26, 2025

Enhance CUDA support by updating adjacency_matrix and propagate functions for COO graphs
dferre97
committed
Swap edge encoding order in coalesce to fix CUDA.jl issue
dferre97
committed
Update comments to clarify coalesce behavior
dferre97
committed
Add custom _adjacency_matrix for propagate CUDA COO graphs
dferre97
committed

Commits on Aug 27, 2025

Fix imports
dferre97
committed
Update GPU compatibility checks for COO CUDA
dferre97
committed

Commits on Aug 31, 2025

Add @non_differentiable annotation to _adjacency_matrix function
dferre97
committed
Add tests for coalesced COO graphs
dferre97
committed
Remove debug statements
dferre97
committed

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