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jinyu121

TensorFlow 求助~

  •  
  •   jinyu121 Jan 16, 2018 3370 views
    This topic created in 3022 days ago, the information mentioned may be changed or developed.

    现在有两个 Tensor (注意是 Tensor,而不是 Variable 或者 Placeholder )

    index: [None, 10] dtype=tf.int data: [None, 10, 4] dtype=tf.float32 

    我想做另外一个 Tensor

    result: [None, 1000, 4] dtype=tf.float32 

    想实现的内容是

    result[index, :] = data 

    求各位有什么好的解决方案么?

    注意第一维( Batch 维)是 None~,注意已知的是两个 Tensor

    自己的各种想法都被卡在了这个 Tensor 和 None 上了。

    6 replies    2018-01-16 18:52:34 +08:00
    ivechan
        1
    ivechan  
       Jan 16, 2018
    我觉得你需要的是 SparseTensor.
    ipwx
        2
    ipwx  
       Jan 16, 2018
    我怎么觉得维度对不上啊? index: [?, 10],但是 result [?, 1000],怎么对的?
    qce7
        3
    qce7  
       Jan 16, 2018
    弱弱的问一下:result[index, :] = data, 这个是切片语法吗,index 是一个 Tensor 不是 int 类型没关系的吗
    jinyu121
        4
    jinyu121  
    OP
       Jan 16, 2018
    @ivechan SparseTensor 卡在了第一维 None 上
    @ipwx 想象一下 index 长度是 10,result 长度是 1000,除了 result[index]之外,其余值都是 0
    @qce7 是切片……是 Tensor ……但是 TensorFlow 不支持切片当左值

    目前绕过方案,那个 None 是从 Dataset 里面带出来的,所以用`dataset = dataset.apply(tf.contrib.data.batch_and_drop_remainder(batch_size))` 可以把 None 搞掉。之后用`scatter_nd`或者`scatter_nd_update`来搞。 @ivechan 的 SparseTensor 也是一个不错的选择。
    ballshapesdsd
        5
    ballshapesdsd  
       Jan 16, 2018
    楼主是自己做的项目还是工作用的
    rogerchen
        6
    rogerchen  
       Jan 16, 2018 via iPhone
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