CMakeLists.txt 3.2 KB
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include(operators)
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if(WITH_UNITY_BUILD)
    # Load Unity Build rules for operators in paddle/fluid/operators/fused.
    include(unity_build_rule.cmake)
endif()
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register_operators(EXCLUDES
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    fused_bn_activation_op
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    conv_fusion_op
    fusion_transpose_flatten_concat_op
    fusion_conv_inception_op
    fused_fc_elementwise_layernorm_op
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    multihead_matmul_op
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    skip_layernorm_op
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    fused_embedding_eltwise_layernorm_op
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    fusion_group_op
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    fusion_gru_op
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    fusion_lstm_op
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    fused_bn_add_activation_op
    fused_transformer_op)
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# fusion_gru_op does not have CUDA kernel
op_library(fusion_gru_op)
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op_library(fusion_lstm_op)
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file(APPEND ${pybind_file} "USE_CPU_ONLY_OP(fusion_gru);\n")
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file(APPEND ${pybind_file} "USE_CPU_ONLY_OP(fusion_lstm);\n")

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if (WITH_GPU OR WITH_ROCM)
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    # fused_bn_activation_op needs cudnn 7.4.1 above
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    # HIP not support bn act fuse in MIOPEN
    if ((NOT WITH_ROCM) AND (NOT ${CUDNN_VERSION} VERSION_LESS 7401))
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        op_library(fused_bn_activation_op)
        file(APPEND ${pybind_file} "USE_CUDA_ONLY_OP(fused_batch_norm_act);\n")
    endif()
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    # conv_fusion_op needs cudnn 7 above
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    if (NOT ${CUDNN_VERSION} VERSION_LESS 7100)
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        op_library(conv_fusion_op)
        file(APPEND ${pybind_file} "USE_CUDA_ONLY_OP(conv2d_fusion);\n")
    endif()
    # fusion_transpose_flatten_concat_op
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    # HIP not support cudnnTransformTensor
    if(NOT WITH_ROCM)
        op_library(fusion_transpose_flatten_concat_op)
        file(APPEND ${pybind_file} "USE_CUDA_ONLY_OP(fusion_transpose_flatten_concat);\n")
    endif()
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    # fusion_conv_inception_op needs cudnn 7 above
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    # HIP not support cudnnConvolutionBiasActivationForward
    if ((NOT WITH_ROCM) AND (NOT ${CUDNN_VERSION} VERSION_LESS 7100))
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        op_library(fusion_conv_inception_op)
        file(APPEND ${pybind_file} "USE_CUDA_ONLY_OP(conv2d_inception_fusion);\n")
    endif()
    # fused_fc_elementwise_layernorm_op
    op_library(fused_fc_elementwise_layernorm_op)
    file(APPEND ${pybind_file} "USE_CUDA_ONLY_OP(fused_fc_elementwise_layernorm);\n")
    # multihead_matmul_op
    op_library(multihead_matmul_op)
    file(APPEND ${pybind_file} "USE_CUDA_ONLY_OP(multihead_matmul);\n")
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    op_library(skip_layernorm_op)
    file(APPEND ${pybind_file} "USE_CUDA_ONLY_OP(skip_layernorm);\n")
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    op_library(fused_embedding_eltwise_layernorm_op)
    file(APPEND ${pybind_file} "USE_CUDA_ONLY_OP(fused_embedding_eltwise_layernorm);\n")
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    # fusion_group
    if(NOT APPLE AND NOT WIN32)
        op_library(fusion_group_op DEPS device_code)
        file(APPEND ${pybind_file} "USE_CUDA_ONLY_OP(fusion_group);\n")
        cc_test(test_fusion_group_op SRCS fusion_group_op_test.cc DEPS fusion_group_op)
    endif()
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    # fused_bn_add_activation
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    # HIP not support bn act fuse in MIOPEN
    if ((NOT WITH_ROCM) AND (NOT ${CUDNN_VERSION} VERSION_LESS 7401))
        op_library(fused_bn_add_activation_op)
        file(APPEND ${pybind_file} "USE_CUDA_ONLY_OP(fused_bn_add_activation);\n")
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    endif()
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    # fused_dropout
    # only support CUDA
    if(NOT WITH_ROCM)
        nv_test(test_fused_residual_dropout_bias SRCS fused_residual_dropout_bias_test.cu DEPS tensor op_registry dropout_op device_context generator memory)
    endif()
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endif()