├── .flake8 ├── .github └── workflows │ └── main.yml ├── .gitignore ├── .isort.cfg ├── .pre-commit-config.yaml ├── LICENSE ├── README.md ├── examples ├── film │ └── film.py ├── han │ └── han.py ├── heat │ └── heat.py ├── hgt │ ├── .gitignore │ └── hgt.py ├── rgat │ └── rgat.py └── rgcn │ ├── .gitignore │ └── rgcn.py ├── fasten ├── __init__.py ├── nn │ ├── __init__.py │ ├── conv │ │ ├── __init__.py │ │ ├── heat_conv.py │ │ ├── hgt_conv.py │ │ ├── rgat_conv.py │ │ └── rgcn_conv.py │ └── linear │ │ ├── __init__.py │ │ └── linear.py ├── operators │ ├── __init__.py │ ├── torch_ops │ │ ├── __init__.py │ │ └── segment_matmul.py │ └── triton_ops │ │ ├── __init__.py │ │ ├── kernels │ │ ├── __init__.py │ │ └── matmul.py │ │ └── segment_matmul.py ├── ops.py ├── runtime │ ├── __init__.py │ └── stream_pool.py ├── scheduler.py ├── stats.py ├── tensor_slice.py └── utils.py ├── setup.py └── test ├── datasets_csv ├── ACM.csv ├── AIFB.csv ├── AM.csv ├── BGS.csv ├── DBLP.csv ├── Freebase.csv ├── IMDB.csv └── MUTAG.csv ├── test_nn.py ├── test_ops.py ├── test_stats.py ├── test_tensor_slice.py ├── test_triton.py └── utils.py /.flake8: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/.flake8 -------------------------------------------------------------------------------- /.github/workflows/main.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/.github/workflows/main.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | dist 2 | build 3 | *.egg-info 4 | __pycache__ 5 | .vscode 6 | examples/data 7 | -------------------------------------------------------------------------------- /.isort.cfg: -------------------------------------------------------------------------------- 1 | [settings] 2 | known_local_folder=fasten 3 | line_length=88 4 | py_version=36 5 | -------------------------------------------------------------------------------- /.pre-commit-config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/.pre-commit-config.yaml -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/README.md -------------------------------------------------------------------------------- /examples/film/film.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/examples/film/film.py -------------------------------------------------------------------------------- /examples/han/han.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/examples/han/han.py -------------------------------------------------------------------------------- /examples/heat/heat.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/examples/heat/heat.py -------------------------------------------------------------------------------- /examples/hgt/.gitignore: -------------------------------------------------------------------------------- 1 | __pycache__ 2 | timemory-*-output 3 | metadata.json 4 | -------------------------------------------------------------------------------- /examples/hgt/hgt.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/examples/hgt/hgt.py -------------------------------------------------------------------------------- /examples/rgat/rgat.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/examples/rgat/rgat.py -------------------------------------------------------------------------------- /examples/rgcn/.gitignore: -------------------------------------------------------------------------------- 1 | __pycache__ 2 | timemory-rgcn-output 3 | metadata.json 4 | -------------------------------------------------------------------------------- /examples/rgcn/rgcn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/examples/rgcn/rgcn.py -------------------------------------------------------------------------------- /fasten/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/fasten/__init__.py -------------------------------------------------------------------------------- /fasten/nn/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/fasten/nn/__init__.py -------------------------------------------------------------------------------- /fasten/nn/conv/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/fasten/nn/conv/__init__.py -------------------------------------------------------------------------------- /fasten/nn/conv/heat_conv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/fasten/nn/conv/heat_conv.py -------------------------------------------------------------------------------- /fasten/nn/conv/hgt_conv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/fasten/nn/conv/hgt_conv.py -------------------------------------------------------------------------------- /fasten/nn/conv/rgat_conv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/fasten/nn/conv/rgat_conv.py -------------------------------------------------------------------------------- /fasten/nn/conv/rgcn_conv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/fasten/nn/conv/rgcn_conv.py -------------------------------------------------------------------------------- /fasten/nn/linear/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/fasten/nn/linear/__init__.py -------------------------------------------------------------------------------- /fasten/nn/linear/linear.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/fasten/nn/linear/linear.py -------------------------------------------------------------------------------- /fasten/operators/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /fasten/operators/torch_ops/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/fasten/operators/torch_ops/__init__.py -------------------------------------------------------------------------------- /fasten/operators/torch_ops/segment_matmul.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/fasten/operators/torch_ops/segment_matmul.py -------------------------------------------------------------------------------- /fasten/operators/triton_ops/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/fasten/operators/triton_ops/__init__.py -------------------------------------------------------------------------------- /fasten/operators/triton_ops/kernels/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /fasten/operators/triton_ops/kernels/matmul.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/fasten/operators/triton_ops/kernels/matmul.py -------------------------------------------------------------------------------- /fasten/operators/triton_ops/segment_matmul.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/fasten/operators/triton_ops/segment_matmul.py -------------------------------------------------------------------------------- /fasten/ops.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/fasten/ops.py -------------------------------------------------------------------------------- /fasten/runtime/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /fasten/runtime/stream_pool.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/fasten/runtime/stream_pool.py -------------------------------------------------------------------------------- /fasten/scheduler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/fasten/scheduler.py -------------------------------------------------------------------------------- /fasten/stats.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/fasten/stats.py -------------------------------------------------------------------------------- /fasten/tensor_slice.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/fasten/tensor_slice.py -------------------------------------------------------------------------------- /fasten/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/fasten/utils.py -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/setup.py -------------------------------------------------------------------------------- /test/datasets_csv/ACM.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/test/datasets_csv/ACM.csv -------------------------------------------------------------------------------- /test/datasets_csv/AIFB.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/test/datasets_csv/AIFB.csv -------------------------------------------------------------------------------- /test/datasets_csv/AM.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/test/datasets_csv/AM.csv -------------------------------------------------------------------------------- /test/datasets_csv/BGS.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/test/datasets_csv/BGS.csv -------------------------------------------------------------------------------- /test/datasets_csv/DBLP.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/test/datasets_csv/DBLP.csv -------------------------------------------------------------------------------- /test/datasets_csv/Freebase.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/test/datasets_csv/Freebase.csv -------------------------------------------------------------------------------- /test/datasets_csv/IMDB.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/test/datasets_csv/IMDB.csv -------------------------------------------------------------------------------- /test/datasets_csv/MUTAG.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/test/datasets_csv/MUTAG.csv -------------------------------------------------------------------------------- /test/test_nn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/test/test_nn.py -------------------------------------------------------------------------------- /test/test_ops.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/test/test_ops.py -------------------------------------------------------------------------------- /test/test_stats.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/test/test_stats.py -------------------------------------------------------------------------------- /test/test_tensor_slice.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/test/test_tensor_slice.py -------------------------------------------------------------------------------- /test/test_triton.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/test/test_triton.py -------------------------------------------------------------------------------- /test/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Deep-Learning-Profiling-Tools/fasten/HEAD/test/utils.py --------------------------------------------------------------------------------