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| <div class="section" id="tensor"> |
| <h1>Tensor<a class="headerlink" href="#tensor" title="Permalink to this headline">¶</a></h1> |
| <p>Each Tensor instance is a multi-dimensional array allocated on a specific |
| Device instance. Tensor instances store variables and provide |
| linear algebra operations over different types of hardware devices without user |
| awareness. Note that users need to make sure the tensor operands are |
| allocated on the same device except copy functions.</p> |
| <div class="section" id="tensor-implementation"> |
| <h2>Tensor implementation<a class="headerlink" href="#tensor-implementation" title="Permalink to this headline">¶</a></h2> |
| <p>SINGA has three different sets of implmentations of Tensor functions, one for each |
| type of Device.</p> |
| <ul class="simple"> |
| <li>‘tensor_math_cpp.h’ implements operations using Cpp (with CBLAS) for CppGPU devices.</li> |
| <li>‘tensor_math_cuda.h’ implements operations using Cuda (with cuBLAS) for CudaGPU devices.</li> |
| <li>‘tensor_math_opencl.h’ implements operations using OpenCL for OpenclGPU devices.</li> |
| </ul> |
| </div> |
| <div class="section" id="python-api"> |
| <h2>Python API<a class="headerlink" href="#python-api" title="Permalink to this headline">¶</a></h2> |
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| <div class="section" id="cpp-api"> |
| <h2>CPP API<a class="headerlink" href="#cpp-api" title="Permalink to this headline">¶</a></h2> |
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