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Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning

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Hi Dear Supporters: I was trying to run the test binary under mshadow/test, the codes are https://github.com/dmlc/mshadow/blob/master/test/test.cu, and I came across the error: [11:44:24] ../mshadow/./tensor_gpu-inl.h:20: Check failed: (device_count) > (0)...

The documentation of mshadow said mshadow is mainly for element-wise operation and using Map() when user defined a new operator. Is this a strict requirement? For example, is it possible...

Hi all, I'm a newbie in mxnet, I can not understand why I got those results from the following code snippet: ``` TensorContainer lhs(Shape2(2, 3)); lhs = 1.0; printf("%u %u\n",...

I know there are functions for reduce a multi-dimension tensor: `reduce_with_axis`, `reduce_except_dim`... but I can't any for one-dimension tensor? for example: I want to get the sum of a vector,...

In *mshadow/expr_engine-inl.h*, `ExpInfo::kDim` is set as `ExpInfo::kDim` with no dim check. I was wondering why.

``` In file included from basic.cpp:2: In file included from ../mshadow/./tensor.h:1056: ../mshadow/./tensor_cpu-inl.h:549:22: error: expected expression [&keys_vec](size_t i1, size_t i2) ^ ../mshadow/./tensor_cpu-inl.h:553:22: error: expected expression [&keys_vec](size_t i1, size_t i2) ^ 2...

I tried to compile `basic_stream.cu` included in the tutorial with the following command. I'm using nvcc 9.0.176. nvcc -o basic_stream -O3 --use_fast_math -ccbin g++ -Xcompiler "-fopenmp -Wall -O3 -I mshadow...

Member functions in `Random` are not overload for `half_t` type. As a result, it fails when we use `Random` to generate a tensor. This is quite inconvenient for generating noise...

When I want to build mshadow with intel mkl, the error shows that the `--start-group` is not supported by macOS. Is it possible to manually resolve the linker options?

I want to add complex number support to MXNet. (see [my issue](https://github.com/apache/incubator-mxnet/issues/9109)), but it appears that all types are just thoses that come from mshadow. Does mshadow support complex numbers?...