apeforest commented on issue #11495: Bug for matrices of multiple dimension, with one dimension much larger URL: https://github.com/apache/incubator-mxnet/issues/11495#issuecomment-403112158 More details about this bug: The `Size()` in TShape returns an size_t object (700000x128x128 in this case). However, the mshadow::Shape uses unsigned_int for each dimension. When converting a ndarray to numpy, the [Copy function](https://github.com/apache/incubator-mxnet/blob/030fbc3c7baec4a0f0cce78a45aa1da00eea0b48/src/ndarray/ndarray_function.cc#L41) flattens the TShape to a 1-D mshadow::Shape, therefore causing the integer overflow issue here.
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