├── CMakeLists.txt ├── INSTALL.md ├── LICENSE ├── README.md ├── cmake └── FindCUDA.cmake ├── config.cmake ├── cpp_examples ├── bert.h ├── dnn.cc ├── example_utils.h ├── nasnet_a.h ├── nasrnn.h ├── resnet50.h └── resnext50.h ├── docker ├── Dockerfile ├── install_taso.sh └── run_docker.sh ├── docs └── SOSP19AE.pdf ├── examples ├── batched_resnet.py ├── bert.py ├── enas.py ├── enas_arcs.txt ├── eval_groups.py ├── eval_joint.py ├── inceptionv3.py ├── nasnet_a.py ├── nasrnn.py ├── resnet50.py ├── resnext50.py └── test_onnx.py ├── figures ├── graph_subst.pdf ├── graph_subst.png └── inference.png ├── graph_subst.pb ├── include └── taso │ ├── cuda_helper.h │ ├── dnnl_helper.h │ ├── ops.h │ └── substitution.h ├── python ├── sample.py ├── setup.py └── taso │ ├── __init__.py │ └── _cython │ ├── CCore.pxd │ └── core.pyx ├── src ├── core │ ├── activation.cc │ ├── batchnorm.cc │ ├── broadcast_add.cc │ ├── cast.cc │ ├── concat.cc │ ├── constant.cc │ ├── conv2d.cc │ ├── element.cc │ ├── elementwise_unary.cc │ ├── enlarge.cc │ ├── fuse_conv_batchnorm.cc │ ├── fuse_conv_batchnorm_alpha_var.cc │ ├── fuse_conv_batchnorm_bias.cc │ ├── graph_to_trt.cc │ ├── matmul.cc │ ├── merge_gconv.cc │ ├── mul.cc │ ├── noop.cc │ ├── ops.cc │ ├── pad.cc │ ├── pool2d.cc │ ├── reduce.cc │ ├── reshape.cc │ ├── resize.cc │ ├── rules.proto │ ├── shape.cc │ ├── slice.cc │ ├── split.cc │ ├── squeeze.cc │ ├── substitution.cc │ ├── topk.cc │ ├── transpose.cc │ ├── unsqueeze.cc │ └── where.cc ├── cudnn │ ├── activation_kernel.cu │ ├── batchnorm_kernel.cu │ ├── broadcast_add_kernel.cu │ ├── cast_kernel.cu │ ├── concat_kernel.cu │ ├── constant_kernel.cu │ ├── conv2d_kernel.cu │ ├── cuda_helper.cu │ ├── element_kernel.cu │ ├── elementwise_unary_kernel.cu │ ├── enlarge_kernel.cu │ ├── fuse_conv_batchnorm_alpha_var_kernel.cu │ ├── fuse_conv_batchnorm_bias_kernel.cu │ ├── fuse_conv_batchnorm_kernel.cu │ ├── matmul_kernel.cu │ ├── merge_gconv_kernel.cu │ ├── mul_kernel.cu │ ├── ops_cudnn.cu │ ├── pad_kernel.cu │ ├── pool2d_kernel.cu │ ├── reduce_kernel.cu │ ├── reshape_kernel.cu │ ├── resize_kernel.cu │ ├── shape_kernel.cu │ ├── slice_kernel.cu │ ├── squeeze_kernel.cu │ ├── topk_kernel.cu │ ├── transpose_kernel.cu │ ├── unsqueeze_kernel.cu │ └── where_kernel.cu ├── dnnl │ ├── activation_mkl.cc │ ├── batchnorm_mkl.cc │ ├── broadcast_add_mkl.cc │ ├── cast_mkl.cc │ ├── concat_mkl.cc │ ├── constant_mkl.cc │ ├── conv2d_mkl.cc │ ├── dnnl_helper.cc │ ├── element_mkl.cc │ ├── elementwise_unary_mkl.cc │ ├── enlarge_mkl.cc │ ├── fuse_conv_batchnorm_alpha_var_mkl.cc │ ├── fuse_conv_batchnorm_bias_mkl.cc │ ├── fuse_conv_batchnorm_mkl.cc │ ├── matmul_mkl.cc │ ├── merge_gconv_mkl.cc │ ├── mul_mkl.cc │ ├── ops_mkl.cc │ ├── pad_mkl.cc │ ├── pool2d_mkl.cc │ ├── reduce_mkl.cc │ ├── reshape_mkl.cc │ ├── resize_mkl.cc │ ├── shape_mkl.cc │ ├── slice_mkl.cc │ ├── squeeze_mkl.cc │ ├── topk_mkl.cc │ ├── transpose_mkl.cc │ ├── unsqueeze_mkl.cc │ └── where_mkl.cc └── generator │ ├── compile.sh │ ├── 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