AutoGraph: Optimizing DNN Computation Graph for Parallel GPU Kernel Execution.
Yuxuan ZhaoQi SunZhuolun HeYang BaiBei YuPublished in: AAAI (2023)
Keyphrases
- parallel computation
- parallel implementation
- parallel computing
- graphics processing units
- parallel programming
- parallel processing
- parallel execution
- graph kernels
- parallel computers
- parallel algorithm
- real time
- general purpose
- cluster of workstations
- graph representation
- random walk
- parallel architectures
- kernel function
- shared memory
- connected components
- weighted graph
- graph structure
- bipartite graph
- subgraph isomorphism
- graph model
- kernel methods
- spanning tree
- multithreading
- distributed memory
- graph mining
- graph theory
- structured data
- clustering algorithm
- graph data
- massively parallel
- depth first search
- graph partitioning
- gaussian processes
- graph laplacian
- directed acyclic graph
- training process
- multi threaded
- graphics processors