C++ Tensor Library

Tensor library is inspired by numpy and is implemented with similar API.

Prerequist

• libu (for logging and test)
• gcc
• -std > c++11

Workflow

u-tensor.hpp --> u-op.hpp --> u-cpu-op.hpp
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V
u-gpu-op.hpp

Call Process Example [tensor.add]

add (function) --> u::op::Add (class) --> u::op::cpu::add (function) --> u::aop::Add (class)
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u::op::gpu::add (function)

ToDo

• Expression template to implement effectively element-wise operation. Such as a = b + c + d + e + f
• BLAS introduction
• gpu CUDA implementation
• indexing
• assert ==> Exception