├── .circleci └── config.yml ├── .clang-format ├── .gitignore ├── .gitmodules ├── CMakeLists.txt ├── README.md ├── VERSION_NUMBER ├── pt_execution.png ├── setup.cfg ├── setup.py ├── test ├── __init__.py ├── autotvm_tuning.log ├── benchmarks.py ├── cat.png ├── test_core.py ├── test_models.py ├── test_operators.py └── util.py └── torch_tvm ├── __init__.py ├── compiler.cpp ├── compiler.h ├── custom_tvm_ops ├── __init__.py ├── cpp │ ├── relay │ │ ├── custom_dense.cc │ │ ├── custom_dense.h │ │ ├── custom_dense_init.cc │ │ ├── custom_layer_norm.cc │ │ ├── custom_layer_norm.h │ │ ├── custom_layer_norm_attrs.h │ │ ├── custom_layer_norm_init.cc │ │ ├── quantize.cc │ │ ├── quantize.h │ │ ├── quantize_attrs.h │ │ ├── quantize_init.cc │ │ ├── utils.cc │ │ ├── utils.h │ │ └── weight_pack_attrs.h │ └── topi │ │ ├── contrib │ │ ├── quantize.cc │ │ └── quantize.h │ │ ├── custom_layer_norm.cc │ │ ├── custom_layer_norm.h │ │ ├── custom_layer_norm_generic_sched.cc │ │ ├── custom_layer_norm_generic_sched.h │ │ ├── custom_topi_ops.cc │ │ ├── generic │ │ └── quantize_generic_sched.h │ │ ├── quantize.cc │ │ ├── quantize.h │ │ └── x86 │ │ └── quantize_data_mm_dequantize.h ├── relay │ ├── __init__.py │ └── custom_fp32_dense.py ├── test │ └── test_custom_layer_norm.py └── topi │ ├── __init__.py │ └── custom_fp32_dense.py ├── debug_utils.cpp ├── debug_utils.h ├── fuse_concat.cpp ├── fuse_concat.h ├── fuse_linear.cpp ├── fuse_linear.h ├── fusion_pass.cpp ├── fusion_pass.h ├── memory_utils.cpp ├── memory_utils.h ├── operators.cpp ├── operators.h ├── register.cpp ├── register.h ├── remove_dropout.cpp └── remove_dropout.h /.circleci/config.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/.circleci/config.yml -------------------------------------------------------------------------------- /.clang-format: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/.clang-format -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/.gitignore -------------------------------------------------------------------------------- /.gitmodules: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/.gitmodules -------------------------------------------------------------------------------- /CMakeLists.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/CMakeLists.txt -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/README.md -------------------------------------------------------------------------------- /VERSION_NUMBER: -------------------------------------------------------------------------------- 1 | 0.0.1 2 | -------------------------------------------------------------------------------- /pt_execution.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/pt_execution.png -------------------------------------------------------------------------------- /setup.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/setup.cfg -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/setup.py -------------------------------------------------------------------------------- /test/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /test/autotvm_tuning.log: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/test/autotvm_tuning.log -------------------------------------------------------------------------------- /test/benchmarks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/test/benchmarks.py -------------------------------------------------------------------------------- /test/cat.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/test/cat.png -------------------------------------------------------------------------------- /test/test_core.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/test/test_core.py -------------------------------------------------------------------------------- /test/test_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/test/test_models.py -------------------------------------------------------------------------------- /test/test_operators.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/test/test_operators.py -------------------------------------------------------------------------------- /test/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/test/util.py -------------------------------------------------------------------------------- /torch_tvm/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/__init__.py -------------------------------------------------------------------------------- /torch_tvm/compiler.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/compiler.cpp -------------------------------------------------------------------------------- /torch_tvm/compiler.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/compiler.h -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/__init__.py -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/relay/custom_dense.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/relay/custom_dense.cc -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/relay/custom_dense.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/relay/custom_dense.h -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/relay/custom_dense_init.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/relay/custom_dense_init.cc -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/relay/custom_layer_norm.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/relay/custom_layer_norm.cc -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/relay/custom_layer_norm.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/relay/custom_layer_norm.h -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/relay/custom_layer_norm_attrs.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/relay/custom_layer_norm_attrs.h -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/relay/custom_layer_norm_init.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/relay/custom_layer_norm_init.cc -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/relay/quantize.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/relay/quantize.cc -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/relay/quantize.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/relay/quantize.h -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/relay/quantize_attrs.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/relay/quantize_attrs.h -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/relay/quantize_init.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/relay/quantize_init.cc -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/relay/utils.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/relay/utils.cc -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/relay/utils.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/relay/utils.h -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/relay/weight_pack_attrs.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/relay/weight_pack_attrs.h -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/topi/contrib/quantize.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/topi/contrib/quantize.cc -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/topi/contrib/quantize.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/topi/contrib/quantize.h -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/topi/custom_layer_norm.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/topi/custom_layer_norm.cc -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/topi/custom_layer_norm.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/topi/custom_layer_norm.h -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/topi/custom_layer_norm_generic_sched.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/topi/custom_layer_norm_generic_sched.cc -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/topi/custom_layer_norm_generic_sched.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/topi/custom_layer_norm_generic_sched.h -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/topi/custom_topi_ops.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/topi/custom_topi_ops.cc -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/topi/generic/quantize_generic_sched.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/topi/generic/quantize_generic_sched.h -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/topi/quantize.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/topi/quantize.cc -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/topi/quantize.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/topi/quantize.h -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/cpp/topi/x86/quantize_data_mm_dequantize.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/cpp/topi/x86/quantize_data_mm_dequantize.h -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/relay/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/relay/custom_fp32_dense.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/relay/custom_fp32_dense.py -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/test/test_custom_layer_norm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/test/test_custom_layer_norm.py -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/topi/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /torch_tvm/custom_tvm_ops/topi/custom_fp32_dense.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/custom_tvm_ops/topi/custom_fp32_dense.py -------------------------------------------------------------------------------- /torch_tvm/debug_utils.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/debug_utils.cpp -------------------------------------------------------------------------------- /torch_tvm/debug_utils.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/debug_utils.h -------------------------------------------------------------------------------- /torch_tvm/fuse_concat.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/fuse_concat.cpp -------------------------------------------------------------------------------- /torch_tvm/fuse_concat.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/fuse_concat.h -------------------------------------------------------------------------------- /torch_tvm/fuse_linear.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/fuse_linear.cpp -------------------------------------------------------------------------------- /torch_tvm/fuse_linear.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/fuse_linear.h -------------------------------------------------------------------------------- /torch_tvm/fusion_pass.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/fusion_pass.cpp -------------------------------------------------------------------------------- /torch_tvm/fusion_pass.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/fusion_pass.h -------------------------------------------------------------------------------- /torch_tvm/memory_utils.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/memory_utils.cpp -------------------------------------------------------------------------------- /torch_tvm/memory_utils.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/memory_utils.h -------------------------------------------------------------------------------- /torch_tvm/operators.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/operators.cpp -------------------------------------------------------------------------------- /torch_tvm/operators.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/operators.h -------------------------------------------------------------------------------- /torch_tvm/register.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/register.cpp -------------------------------------------------------------------------------- /torch_tvm/register.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/register.h -------------------------------------------------------------------------------- /torch_tvm/remove_dropout.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/remove_dropout.cpp -------------------------------------------------------------------------------- /torch_tvm/remove_dropout.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytorch/tvm/HEAD/torch_tvm/remove_dropout.h --------------------------------------------------------------------------------