关于 SNPE 平台上 onnx 模型转 dlc 模型 - V2EX
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MekoPan
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关于 SNPE 平台上 onnx 模型转 dlc 模型

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  •   MekoPan 2020-05-15 16:19:17 +08:00 1930 次点击
    这是一个创建于 1978 天前的主题,其中的信息可能已经有所发展或是发生改变。

    在执行 snpe-onnx-to-dlc 命令时报错

    AttributeError: op reduce_mean_0 has no attribute keepdims 

    原因好像是跟 keepdims 属性有关,对于 keepdims 这个属性我不太熟悉,于是我进行了以下处理:
    old:

    if input_buf.axis_format in format_to_permute_order: target_format = format_to_format[input_buf.axis_format] permute_order = format_to_permute_order[input_buf.axis_format] # If keep dims = 0 we must permute as it will remove dimensions if not node.op.keepdims: AxisTracker.inject_implicit_permute(graph, input_name, target_format, permute_order, [node.op.name]) output_buf.axis_format = AxisTracker.AxisFormat.NONTRIVIAL else: AxisTracker.eltwise_to_spatial_first_order(node, graph) 

    new:

    if input_buf.axis_format in format_to_permute_order: target_format = format_to_format[input_buf.axis_format] permute_order = format_to_permute_order[input_buf.axis_format] # If keep dims = 0 we must permute as it will remove dimensions if not hasattr(node.op, "keepdims"): AxisTracker.inject_implicit_permute(graph, input_name, target_format, permute_order, [node.op.name]) output_buf.axis_format = AxisTracker.AxisFormat.NONTRIVIAL else: AxisTracker.eltwise_to_spatial_first_order(node, graph) 

    果不其然继续报错了,现在有点不知道怎么改了,网上也没相关信息。有没有熟悉这方面的老哥指点一二?

    8 条回复    2020-05-15 19:08:55 +08:00
    wutiantong
        1
    wutiantong  
       2020-05-15 17:03:36 +08:00
    搞过一段时间 onnx,后来发现它代码质量真的不太行就弃坑了
    MekoPan
        2
    MekoPan  
    OP
       2020-05-15 17:21:48 +08:00
    @wutiantong 感觉 snpe 对 onnx 转 dlc 也是一堆坑,基本都需要在原基础上修改。心累的要死。
    minami
        3
    minami  
       2020-05-15 17:39:06 +08:00
    不了解 SNPE,不过你可以检查下 keep_dims 属性
    MekoPan
        4
    MekoPan  
    OP
       2020-05-15 18:03:55 +08:00
    @minami 问题是 不知道为什么缺失 keep_dims 这个属性了
    minami
        5
    minami  
       2020-05-15 18:05:24 +08:00
    @MekoPan #4 多半是 onnx 导出时的问题。keepdims 和 keep_dims 是两个名字
    MekoPan
        6
    MekoPan  
    OP
       2020-05-15 18:10:12 +08:00
    @minami 网上查`keepdims`是保持矩阵二维特性的意思,现在在研究什么情况下 keepdims 才会等于 0 。另外听你这么说感觉问题出现在 onnx 模型本身上
    MekoPan
        7
    MekoPan  
    OP
       2020-05-15 18:12:03 +08:00
    @minami 按照我上面修改完 keepdims 之后,又报这个错
    ```python
    error_code=1004; error_message=Layer parameters combination is invalid. Layer fully_connected_0: mismatch between size of input 464 (7) and width of weight matrix (1280); error_compOnent=Model Validation; line_no=1413; thread_id=139842232201088

    ```
    快麻了
    minami
        8
    minami  
       2020-05-15 19:08:55 +08:00   1
    @MekoPan #7 你搜的时候最好加上版本,你是 tensorflow 转 onnx 然后再转 dlc 吗? tensorflow 经历过 keep_dims 到 keepdims 的更名。你那样改肯定不对啊,我不懂 snpe 看注释也知道不对,你起码应该改成
    if hasattr(node.op, "keepdims") and (not node.op.keepdims):
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