├── .gitignore ├── .gitmodules ├── .vscode └── settings.json ├── 0_clean_log.sh ├── 0_mgg_build.sh ├── 0_run_MGG_UVM_4GPU_GCN.sh ├── 0_run_MGG_UVM_4GPU_GIN.sh ├── 0_run_MGG_UVM_8GPU_GCN.sh ├── 0_run_MGG_UVM_8GPU_GIN.sh ├── 1_MGG_GCN_4GPU.py ├── 1_MGG_GCN_8GPU.py ├── 1_MGG_GIN_4GPU.py ├── 1_MGG_GIN_8GPU.py ├── 1_UVM_GCN_4GPU.py ├── 1_UVM_GCN_8GPU.py ├── 1_UVM_GIN_4GPU.py ├── 1_UVM_GIN_8GPU.py ├── 2_MGG_NP.py ├── 3_MGG_WL.py ├── 4_MGG_API.py ├── 5_MGG_DSE_4GPU.py ├── 5_MGG_DSE_8GPU.py ├── CMakeLists.txt ├── README.md ├── analysis_MGG.py ├── analysis_UVM.py ├── analysis_metrics.py ├── analysis_profile.py ├── bench_MGG.py ├── bench_MGG_API.py ├── bench_MGG_DSE_dist_ps.py ├── bench_MGG_DSE_dist_wpb.py ├── bench_MGG_GIN.py ├── bench_MGG_NP.py ├── bench_MGG_WL.py ├── bench_MGG_WO_NP.py ├── bench_MGG_WO_WL.py ├── bench_UVM.py ├── bench_UVM_GIN.py ├── combine_API.py ├── combine_DGL_MGG_8GPU_GCN.py ├── combine_DGL_MGG_8GPU_GIN.py ├── combine_NP.py ├── combine_ROC_MGG_8GPU_GCN.py ├── combine_ROC_MGG_8GPU_GIN.py ├── combine_UVM_MGG_4GPU.py ├── combine_UVM_MGG_4GPU_GIN.py ├── combine_UVM_MGG_8GPU.py ├── combine_UVM_MGG_8GPU_GIN.py ├── combine_WL.py ├── dataset ├── 0_to_base_zero.py └── 1_txt2bin.py ├── docker ├── build.sh ├── dockerfile └── launch.sh ├── extract_search_dist_ps.py ├── extract_search_dist_wpb.py ├── include ├── blob.h ├── csr_formatter.h ├── cublas_utils.h ├── gnn_kernel.cuh ├── gnn_layer.cuh ├── graph.h ├── graph.hpp ├── helper.h ├── kernel.cuh ├── layer.cu ├── layer.h ├── layer_new.cuh ├── loss.cu ├── loss.h ├── neighbor_utils.cuh ├── utils.cuh └── wtime.h └── src ├── host2device.cu ├── mgg_agnn_2layer.cu ├── mgg_basic.cu ├── mgg_gcn_2layer.cu ├── mgg_gin_5layer.cu ├── mgg_np.cu ├── mgg_np_div.cu ├── mgg_np_div_blk.cu ├── mgg_np_div_gin.cu ├── mgg_np_div_gin_mem.cu ├── mgg_np_div_kernel.cu ├── mgg_np_div_mem.cu ├── mgg_np_div_th.cu ├── mgg_np_div_wo_np_kernel.cu ├── mgg_np_div_wrp.cu ├── mgg_np_pipeline.cu ├── mgg_profile.cu ├── mgg_sgc_2layer.cu ├── 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