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定位undefined symbol问题

定位undefined symbol问题

作者: onmeiei | 来源:发表于2023-08-30 08:48 被阅读0次

    直接说解决问题的方法,常见的一共有几种可能。linux环境的话,上层程序员们提供了大量的工具来定位问题。

    根因就是俩字:没有
    所以我们能做的就是找到它为什么没有,然后把没有变成

    动态库未找到,通过ldd命令进行定位
    $ ldd -r libinfer-jna.so
            linux-vdso.so.1 =>  (0x00007ffd6f9fa000)
            libz.so.1 => /lib/x86_64-linux-gnu/libz.so.1 (0x00007f08a1126000)
            libstdc++.so.6 => /usr/lib/x86_64-linux-gnu/libstdc++.so.6 (0x00007f08a8b61000)
            librt.so.1 => /lib/x86_64-linux-gnu/librt.so.1 (0x00007f08a0f1e000)
            libonnxruntime.so.1.11.1 => not found
            libdnnl.so.2 => not found
            libiomp5.so => not found
            libpaddle2onnx.so.1.0.0rc2 => not found
            libdl.so.2 => /lib/x86_64-linux-gnu/libdl.so.2 (0x00007f08a0d1a000)
            libpthread.so.0 => /lib/x86_64-linux-gnu/libpthread.so.0 (0x00007f08a0afd000)
            libm.so.6 => /lib/x86_64-linux-gnu/libm.so.6 (0x00007f08a07f4000)
            libgcc_s.so.1 => /lib/x86_64-linux-gnu/libgcc_s.so.1 (0x00007f08a05de000)
            libc.so.6 => /lib/x86_64-linux-gnu/libc.so.6 (0x00007f08a0214000)
            /lib64/ld-linux-x86-64.so.2 (0x00007f08a8acf000)
    undefined symbol: dnnl_primitive_attr_set_scales        (./libinfer-jna.so)
    undefined symbol: dnnl_primitive_destroy        (./libinfer-jna.so)
    undefined symbol: dnnl_primitive_desc_query     (./libinfer-jna.so)
    undefined symbol: omp_get_thread_num, version VERSION   (./libinfer-jna.so)
    undefined symbol: dnnl_engine_destroy   (./libinfer-jna.so)
    undefined symbol: dnnl_memory_destroy   (./libinfer-jna.so)
    undefined symbol: dnnl_matmul_desc_init (./libinfer-jna.so)
    undefined symbol: dnnl_engine_create    (./libinfer-jna.so)
    undefined symbol: dnnl_post_ops_append_sum      (./libinfer-jna.so)
    undefined symbol: dnnl_post_ops_create  (./libinfer-jna.so)
    undefined symbol: dnnl_version  (./libinfer-jna.so)
    undefined symbol: omp_set_num_threads, version VERSION  (./libinfer-jna.so)
    undefined symbol: dnnl_memory_desc_init_by_strides      (./libinfer-jna.so)
    undefined symbol: dnnl_reduction_desc_init      (./libinfer-jna.so)
    undefined symbol: dnnl_primitive_attr_set_zero_points   (./libinfer-jna.so)
    undefined symbol: dnnl_primitive_attr_destroy   (./libinfer-jna.so)
    undefined symbol: dnnl_concat_primitive_desc_create     (./libinfer-jna.so)
    undefined symbol: dnnl_lrn_forward_desc_init    (./libinfer-jna.so)
    undefined symbol: dnnl_memory_desc_reshape      (./libinfer-jna.so)
    undefined symbol: dnnl_primitive_attr_set_output_scales (./libinfer-jna.so)
    undefined symbol: GOMP_critical_start, version VERSION  (./libinfer-jna.so)
    undefined symbol: dnnl_primitive_execute        (./libinfer-jna.so)
    undefined symbol: dnnl_binary_desc_init (./libinfer-jna.so)
    undefined symbol: dnnl_memory_get_memory_desc   (./libinfer-jna.so)
    undefined symbol: dnnl_softmax_backward_desc_init       (./libinfer-jna.so)
    undefined symbol: dnnl_inner_product_forward_desc_init  (./libinfer-jna.so)
    undefined symbol: omp_get_num_threads, version VERSION  (./libinfer-jna.so)
    undefined symbol: GOMP_critical_end, version VERSION    (./libinfer-jna.so)
    undefined symbol: dnnl_primitive_desc_destroy   (./libinfer-jna.so)
    undefined symbol: dnnl_stream_wait      (./libinfer-jna.so)
    undefined symbol: dnnl_lstm_forward_desc_init_v2        (./libinfer-jna.so)
    undefined symbol: dnnl_memory_set_data_handle_v2        (./libinfer-jna.so)
    undefined symbol: dnnl_eltwise_backward_desc_init       (./libinfer-jna.so)
    undefined symbol: dnnl_logsoftmax_forward_desc_init     (./libinfer-jna.so)
    undefined symbol: GOMP_barrier, version VERSION (./libinfer-jna.so)
    undefined symbol: dnnl_post_ops_append_eltwise  (./libinfer-jna.so)
    undefined symbol: dnnl_fmt_tag2str      (./libinfer-jna.so)
    undefined symbol: dnnl_layer_normalization_forward_desc_init    (./libinfer-jna.so)
    undefined symbol: dnnl_post_ops_destroy (./libinfer-jna.so)
    undefined symbol: dnnl_dilated_convolution_forward_desc_init    (./libinfer-jna.so)
    undefined symbol: dnnl_primitive_desc_query_md  (./libinfer-jna.so)
    undefined symbol: dnnl_lstm_forward_desc_init   (./libinfer-jna.so)
    undefined symbol: dnnl_prelu_forward_desc_init  (./libinfer-jna.so)
    undefined symbol: _ZN11paddle2onnx12IsExportableEPKviS1_iibbbbbPNS_8CustomOpEiPKc       (./libinfer-jna.so)
    undefined symbol: OrtGetApiBase, version VERS_1.11.1    (./libinfer-jna.so)
    undefined symbol: dnnl_sum_primitive_desc_create        (./libinfer-jna.so)
    undefined symbol: dnnl_memory_desc_permute_axes (./libinfer-jna.so)
    undefined symbol: dnnl_primitive_desc_iterator_fetch    (./libinfer-jna.so)
    undefined symbol: dnnl_resampling_forward_desc_init     (./libinfer-jna.so)
    undefined symbol: dnnl_memory_create    (./libinfer-jna.so)
    undefined symbol: dnnl_shuffle_forward_desc_init        (./libinfer-jna.so)
    undefined symbol: dnnl_post_ops_len     (./libinfer-jna.so)
    undefined symbol: dnnl_gru_forward_desc_init    (./libinfer-jna.so)
    undefined symbol: dnnl_dilated_deconvolution_forward_desc_init  (./libinfer-jna.so)
    undefined symbol: dnnl_memory_desc_get_size     (./libinfer-jna.so)
    undefined symbol: dnnl_pooling_forward_desc_init        (./libinfer-jna.so)
    undefined symbol: dnnl_primitive_create (./libinfer-jna.so)
    undefined symbol: dnnl_reorder_primitive_desc_create    (./libinfer-jna.so)
    undefined symbol: GOMP_parallel, version VERSION        (./libinfer-jna.so)
    undefined symbol: dnnl_stream_destroy   (./libinfer-jna.so)
    undefined symbol: dnnl_stream_create    (./libinfer-jna.so)
    undefined symbol: _ZN11paddle2onnx6ExportEPKviS1_iPPcPiibbbbbPNS_8CustomOpEiPKc (./libinfer-jna.so)
    undefined symbol: dnnl_primitive_attr_create    (./libinfer-jna.so)
    undefined symbol: dnnl_primitive_attr_set_rnn_data_qparams      (./libinfer-jna.so)
    undefined symbol: dnnl_memory_desc_equal        (./libinfer-jna.so)
    undefined symbol: dnnl_primitive_get_primitive_desc     (./libinfer-jna.so)
    undefined symbol: dnnl_memory_desc_init_by_tag  (./libinfer-jna.so)
    undefined symbol: dnnl_primitive_desc_iterator_destroy  (./libinfer-jna.so)
    undefined symbol: dnnl_primitive_attr_set_rnn_weights_qparams   (./libinfer-jna.so)
    undefined symbol: dnnl_softmax_forward_desc_init        (./libinfer-jna.so)
    undefined symbol: dnnl_memory_get_data_handle   (./libinfer-jna.so)
    undefined symbol: GOMP_atomic_end, version VERSION      (./libinfer-jna.so)
    undefined symbol: dnnl_prelu_backward_desc_init (./libinfer-jna.so)
    undefined symbol: dnnl_memory_get_engine        (./libinfer-jna.so)
    undefined symbol: _ZN11paddle2onnx12IsExportableEPKcS1_ibbbbbPNS_8CustomOpEiS1_ (./libinfer-jna.so)
    undefined symbol: dnnl_batch_normalization_forward_desc_init    (./libinfer-jna.so)
    undefined symbol: dnnl_eltwise_forward_desc_init        (./libinfer-jna.so)
    undefined symbol: dnnl_primitive_desc_iterator_create   (./libinfer-jna.so)
    undefined symbol: omp_get_max_threads, version VERSION  (./libinfer-jna.so)
    undefined symbol: dnnl_primitive_attr_set_post_ops      (./libinfer-jna.so)
    undefined symbol: GOMP_atomic_start, version VERSION    (./libinfer-jna.so)
    undefined symbol: dnnl_post_ops_append_binary   (./libinfer-jna.so)
    undefined symbol: dnnl_memory_desc_init_submemory       (./libinfer-jna.so)
    undefined symbol: _ZN11paddle2onnx6ExportEPKcS1_PPcPiibbbbbPNS_8CustomOpEiS1_   (./libinfer-jna.so)
    
    使用的名称不对, 通过nm和c++filt来定位方法

    nm找到undefined symbol名称
    c++filt可以还原C++ symbol

    $ nm libinfer-jna.so | grep _ZN11paddle2onnx12IsExportableEPKcS1_ibbbbbPNS_8CustomOpEiS1_
                     U _ZN11paddle2onnx12IsExportableEPKcS1_ibbbbbPNS_8CustomOpEiS1_
    
    $ c++filt _ZN11paddle2onnx12IsExportableEPKcS1_ibbbbbPNS_8CustomOpEiS1_
    paddle2onnx::IsExportable(char const*, char const*, int, bool, bool, bool, bool, bool, paddle2onnx::CustomOp*, int, char const*)
    
    通过nm查看的,如果状态为U,且没有地址的,就是undefined symbol

    需要注意的是,不是所有的undefined symbol都影响程序的运行。
    原则是遇到问题,解决问题,没遇到问题,也没必要把所有的undefined symbol都消除。

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