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Altera_Forum's avatar
Altera_Forum
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9 years ago

OpenSource OpenCL design of CNNs Accelerator on FPGAs for everyone :)

I have designed an OpenCL-based Accelerator for Convolutional Neural Networks on FPGAs, it can be found on github.com/doonny/PipeCNN. Currently, AlexNet and VGG-166 models are tested on DE5-net...
Altera_Forum's avatar
Altera_Forum
Icon for Honored Contributor rankHonored Contributor
8 years ago

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I'm very interested in your work，and thank you for your code, but i can't compile the conv_pipe.cl because I can't find the RTL folder.

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Hi, I found the RTL directory under the project -> device directory.

I did manage to get it to run the AlexNet on a DE10-Standard Board with a total Kernel Run time of 298ms

J