for deep learning study.
CNU eslab in intern.
this repo made for study deep learning and handle cnn.
used C language.
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Convolutional Layer
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Convolution Lowering ( im2col )
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GEMM
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GEMM with cuda
CUDA acceleration with GPU NVIDIA GTX 1080 Use cpu : 0.104083 sec / Time measured only for gemm function Use cuda : 0.888224 millisec / Time measured for using cuda About 117x performance improvement using cuda send time Host to Device : 0.000823168 sec Device to Host : 0.000583392 sec Computation + Data Transfer Overhead : 0.002294784 sec Include send time, about 45x performance improvement using cuda
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Lesnet18
- Convolutional Layer
- Convolution Lowering ( im2col )
- GEMM